diff --git a/agent/assistant/agent.go b/agent/assistant/agent.go index 204d87b1..89807d54 100644 --- a/agent/assistant/agent.go +++ b/agent/assistant/agent.go @@ -16,7 +16,7 @@ import ( // Stream stream the agent // handler is optional, if not provided, a default handler will be used -func (ast *Assistant) Stream(ctx *context.Context, inputMessages []context.Message, options ...*context.Options) (interface{}, error) { +func (ast *Assistant) Stream(ctx *context.Context, inputMessages []context.Message, options ...*context.Options) (*context.Response, error) { // Update logger with assistant ID and start logging ctx.Logger.SetAssistantID(ast.ID) @@ -205,8 +205,8 @@ func (ast *Assistant) Stream(ctx *context.Context, inputMessages []context.Messa // ================================================ // Execute Auto Search (if enabled) // ================================================ - if ast.shouldAutoSearch(ctx, completionMessages, createResponse, opts) { - refCtx := ast.executeAutoSearch(ctx, completionMessages, createResponse, opts) + if intent := ast.shouldAutoSearch(ctx, completionMessages, createResponse, opts); intent != nil { + refCtx := ast.executeAutoSearch(ctx, completionMessages, createResponse, intent, opts) if refCtx != nil && len(refCtx.References) > 0 { completionMessages = ast.injectSearchContext(completionMessages, refCtx) } @@ -376,7 +376,7 @@ func (ast *Assistant) Stream(ctx *context.Context, inputMessages []context.Messa // ================================================ // Execute Next Hook and Process Response // ================================================ - var finalResponse interface{} + var finalResponse *context.Response var nextResponse *context.NextHookResponse = nil if ast.HookScript != nil { diff --git a/agent/assistant/agent_next_test.go b/agent/assistant/agent_next_test.go index 997b19b2..bf3de999 100644 --- a/agent/assistant/agent_next_test.go +++ b/agent/assistant/agent_next_test.go @@ -56,19 +56,18 @@ func TestAgentNextStandard(t *testing.T) { assert.NoError(t, err) assert.NotNil(t, response) - resp := response.(*context.Response) - assert.NotNil(t, resp.Completion) - assert.Nil(t, resp.Next) + assert.NotNil(t, response.Completion) + assert.Nil(t, response.Next) // Verify response structure - assert.Equal(t, "tests.realworld-next", resp.AssistantID) - assert.NotEmpty(t, resp.ContextID) - assert.NotEmpty(t, resp.RequestID) - assert.NotEmpty(t, resp.TraceID) - assert.NotEmpty(t, resp.ChatID) + assert.Equal(t, "tests.realworld-next", response.AssistantID) + assert.NotEmpty(t, response.ContextID) + assert.NotEmpty(t, response.RequestID) + assert.NotEmpty(t, response.TraceID) + assert.NotEmpty(t, response.ChatID) // Verify completion has content - assert.NotNil(t, resp.Completion.Content) + assert.NotNil(t, response.Completion.Content) t.Log("✓ Standard response test passed") } @@ -94,19 +93,18 @@ func TestAgentNextCustomData(t *testing.T) { assert.NoError(t, err) assert.NotNil(t, response) - resp := response.(*context.Response) - assert.NotNil(t, resp.Completion) - assert.NotNil(t, resp.Next) + assert.NotNil(t, response.Completion) + assert.NotNil(t, response.Next) // Verify response structure - assert.Equal(t, "tests.realworld-next", resp.AssistantID) - assert.NotEmpty(t, resp.ContextID) - assert.NotEmpty(t, resp.RequestID) - assert.NotEmpty(t, resp.TraceID) + assert.Equal(t, "tests.realworld-next", response.AssistantID) + assert.NotEmpty(t, response.ContextID) + assert.NotEmpty(t, response.RequestID) + assert.NotEmpty(t, response.TraceID) // Verify custom data structure (from scenarioCustomData) - // resp.Next contains the "data" field value from NextHookResponse - nextData, ok := resp.Next.(map[string]interface{}) + // response.Next contains the "data" field value from NextHookResponse + nextData, ok := response.Next.(map[string]interface{}) assert.True(t, ok, "Next should be a map") assert.Equal(t, "custom_response", nextData["type"]) assert.Equal(t, "This is a custom response from Next Hook", nextData["message"]) @@ -137,21 +135,19 @@ func TestAgentNextDelegate(t *testing.T) { assert.NoError(t, err) assert.NotNil(t, response) - resp := response.(*context.Response) - // Verify response structure - assert.NotEmpty(t, resp.AssistantID) - assert.NotEmpty(t, resp.ContextID) - assert.NotEmpty(t, resp.RequestID) - assert.NotEmpty(t, resp.TraceID) + assert.NotEmpty(t, response.AssistantID) + assert.NotEmpty(t, response.ContextID) + assert.NotEmpty(t, response.RequestID) + assert.NotEmpty(t, response.TraceID) // Verify completion (delegated agent should have returned completion) - assert.NotNil(t, resp.Completion) - assert.NotNil(t, resp.Completion.Content) + assert.NotNil(t, response.Completion) + assert.NotNil(t, response.Completion.Content) // Next should be from the delegated agent // If delegated agent also has Next hook, it will be present - t.Logf("✓ Delegation test passed (delegated to: %s)", resp.AssistantID) + t.Logf("✓ Delegation test passed (delegated to: %s)", response.AssistantID) } // TestAgentNextConditional tests agent with conditional logic in Next Hook @@ -177,18 +173,17 @@ func TestAgentNextConditional(t *testing.T) { assert.NoError(t, err) assert.NotNil(t, response) - resp := response.(*context.Response) - assert.NotNil(t, resp.Next) + assert.NotNil(t, response.Next) // Verify response structure - assert.Equal(t, "tests.realworld-next", resp.AssistantID) - assert.NotEmpty(t, resp.ContextID) - assert.NotEmpty(t, resp.RequestID) - assert.NotEmpty(t, resp.TraceID) + assert.Equal(t, "tests.realworld-next", response.AssistantID) + assert.NotEmpty(t, response.ContextID) + assert.NotEmpty(t, response.RequestID) + assert.NotEmpty(t, response.TraceID) // Verify conditional response structure (from scenarioConditional) - // resp.Next contains the "data" field value from NextHookResponse - nextData, ok := resp.Next.(map[string]interface{}) + // response.Next contains the "data" field value from NextHookResponse + nextData, ok := response.Next.(map[string]interface{}) assert.True(t, ok, "Next should be a map") assert.Equal(t, "Conditional analysis complete", nextData["message"]) assert.Contains(t, nextData, "action") @@ -224,19 +219,18 @@ func TestAgentWithoutNextHook(t *testing.T) { assert.NoError(t, err) assert.NotNil(t, response) - resp := response.(*context.Response) - assert.Nil(t, resp.Next) + assert.Nil(t, response.Next) // Verify response structure - assert.Equal(t, "tests.create", resp.AssistantID) - assert.NotEmpty(t, resp.ContextID) - assert.NotEmpty(t, resp.RequestID) - assert.NotEmpty(t, resp.TraceID) - assert.NotEmpty(t, resp.ChatID) + assert.Equal(t, "tests.create", response.AssistantID) + assert.NotEmpty(t, response.ContextID) + assert.NotEmpty(t, response.RequestID) + assert.NotEmpty(t, response.TraceID) + assert.NotEmpty(t, response.ChatID) // Verify completion - assert.NotNil(t, resp.Completion) - assert.NotNil(t, resp.Completion.Content) + assert.NotNil(t, response.Completion) + assert.NotNil(t, response.Completion.Content) t.Log("✓ No Next Hook test passed") } diff --git a/agent/assistant/assistant.go b/agent/assistant/assistant.go index bd6413e5..7a6825be 100644 --- a/agent/assistant/assistant.go +++ b/agent/assistant/assistant.go @@ -51,7 +51,7 @@ type agentCallerWrapper struct { ast *Assistant } -func (w *agentCallerWrapper) Stream(ctx *agentContext.Context, messages []agentContext.Message, options ...*agentContext.Options) (interface{}, error) { +func (w *agentCallerWrapper) Stream(ctx *agentContext.Context, messages []agentContext.Message, options ...*agentContext.Options) (*agentContext.Response, error) { return w.ast.Stream(ctx, messages, options...) } diff --git a/agent/assistant/next.go b/agent/assistant/next.go index 940d0739..fc6c7c7a 100644 --- a/agent/assistant/next.go +++ b/agent/assistant/next.go @@ -8,7 +8,7 @@ import ( ) // processNextResponse processes the Next hook's response and handles agent delegation or custom data -func (ast *Assistant) processNextResponse(npc *NextProcessContext) (interface{}, error) { +func (ast *Assistant) processNextResponse(npc *NextProcessContext) (*agentContext.Response, error) { // If no Next hook response, return standard response if npc.NextResponse == nil { return ast.buildStandardResponse(npc), nil @@ -42,7 +42,7 @@ func (ast *Assistant) handleDelegation( ctx *agentContext.Context, delegate *agentContext.DelegateConfig, streamHandler func(message.StreamChunkType, []byte) int, -) (interface{}, error) { +) (*agentContext.Response, error) { // Load the target assistant targetAssistant, err := Get(delegate.AgentID) if err != nil { @@ -62,7 +62,7 @@ func (ast *Assistant) handleDelegation( } // buildStandardResponse builds the standard agent response when no custom Next hook processing is needed -func (ast *Assistant) buildStandardResponse(npc *NextProcessContext) interface{} { +func (ast *Assistant) buildStandardResponse(npc *NextProcessContext) *agentContext.Response { return &agentContext.Response{ ContextID: npc.Context.ID, RequestID: npc.Context.RequestID(), diff --git a/agent/assistant/search.go b/agent/assistant/search.go index 7aae5518..c0bc05a2 100644 --- a/agent/assistant/search.go +++ b/agent/assistant/search.go @@ -17,16 +17,32 @@ import ( ) // shouldAutoSearch determines if auto search should be executed -// Returns false if: +// Returns nil if search should be skipped, otherwise returns SearchIntent with types to search +// Search is skipped if: // - opts.Skip.Search is true +// - createResponse.Search is false // - uses.search is "disabled" // - assistant has no search configuration // - needsearch intent detection returns false -func (ast *Assistant) shouldAutoSearch(ctx *context.Context, messages []context.Message, createResponse *context.HookCreateResponse, opts *context.Options) bool { +func (ast *Assistant) shouldAutoSearch(ctx *context.Context, messages []context.Message, createResponse *context.HookCreateResponse, opts *context.Options) *SearchIntent { // Check if search is skipped via options if opts != nil && opts.Skip != nil && opts.Skip.Search { ctx.Logger.Debug("Auto search skipped by opts.Skip.Search") - return false + return nil + } + + // Check createResponse.Search field (highest priority from Create hook) + // Supports: bool | SearchIntent | nil + if createResponse != nil && createResponse.Search != nil { + intent := parseSearchField(createResponse.Search) + if intent != nil { + if !intent.NeedSearch { + ctx.Logger.Info("Auto search disabled by createResponse.Search") + return nil + } + ctx.Logger.Info("Auto search controlled by createResponse.Search: types=%v", intent.SearchTypes) + return intent + } } // Get merged uses configuration @@ -35,57 +51,123 @@ func (ast *Assistant) shouldAutoSearch(ctx *context.Context, messages []context. // Check if search is explicitly disabled if uses != nil && uses.Search == "disabled" { ctx.Logger.Info("Auto search disabled by uses.search=disabled") - return false + return nil } // Check if assistant has search configuration if ast.Search == nil && (uses == nil || uses.Search == "") { - return false + return nil } // Check search intent using __yao.needsearch agent - if !ast.checkSearchIntent(ctx, messages) { + intent := ast.checkSearchIntent(ctx, messages) + if intent == nil || !intent.NeedSearch { ctx.Logger.Info("Auto search skipped: intent detection returned false") - return false + return nil } - // Check if search is enabled (builtin, agent, mcp, or empty means builtin) - return true + return intent +} + +// parseSearchField parses the Search field from HookCreateResponse +// Supports: bool | SearchIntent | map[string]any | nil +func parseSearchField(search any) *SearchIntent { + if search == nil { + return nil + } + + switch v := search.(type) { + case bool: + // bool: true = enable all, false = disable all + if v { + return &SearchIntent{ + NeedSearch: true, + SearchTypes: []string{"web", "kb", "db"}, + Confidence: 1.0, + Reason: "enabled by hook", + } + } + return &SearchIntent{ + NeedSearch: false, + SearchTypes: []string{}, + Confidence: 1.0, + Reason: "disabled by hook", + } + + case *SearchIntent: + // SearchIntent is alias for context.SearchIntent, so this covers both + return v + + case SearchIntent: + return &v + + case map[string]any: + // Parse from map (e.g., from JSON) + intent := &SearchIntent{ + NeedSearch: false, + SearchTypes: []string{}, + Confidence: 0.5, + } + + if needSearch, ok := v["need_search"].(bool); ok { + intent.NeedSearch = needSearch + } + + if types, ok := v["search_types"].([]any); ok { + for _, t := range types { + if typeStr, ok := t.(string); ok { + intent.SearchTypes = append(intent.SearchTypes, typeStr) + } + } + } + + if confidence, ok := v["confidence"].(float64); ok { + intent.Confidence = confidence + } + + if reason, ok := v["reason"].(string); ok { + intent.Reason = reason + } + + return intent + + default: + return nil + } } // checkSearchIntent uses __yao.needsearch agent to determine if search is needed -// Returns true if search is needed, false otherwise -func (ast *Assistant) checkSearchIntent(ctx *context.Context, messages []context.Message) bool { - // Get the last user message - var userQuery string - for i := len(messages) - 1; i >= 0; i-- { - if messages[i].Role == "user" { - if content, ok := messages[i].Content.(string); ok { - userQuery = content - break - } +// Returns SearchIntent with search types and confidence +func (ast *Assistant) checkSearchIntent(ctx *context.Context, messages []context.Message) *SearchIntent { + // Default intent: no search needed (fallback when agent unavailable or fails) + defaultIntent := &SearchIntent{ + NeedSearch: false, + SearchTypes: []string{}, + Confidence: 0, + } + + // Filter out system messages and pass full conversation context + var intentMessages []context.Message + for _, msg := range messages { + if msg.Role != "system" { + intentMessages = append(intentMessages, msg) } } - if userQuery == "" { - return true // No user message, proceed with search + if len(intentMessages) == 0 { + return defaultIntent // No messages, skip search } // Try to get __yao.needsearch agent needsearchAst, err := Get("__yao.needsearch") if err != nil { - ctx.Logger.Debug("__yao.needsearch agent not available: %v, proceeding with search", err) - return true // Agent not available, proceed with search + ctx.Logger.Debug("__yao.needsearch agent not available: %v, skipping search", err) + return defaultIntent // Agent not available, skip search } // === Output: Send loading message === loadingID := ast.sendIntentLoading(ctx) - // Build messages for intent detection - intentMessages := []context.Message{ - {Role: "user", Content: userQuery}, - } - // Call the needsearch agent (Stack will auto-track) // IMPORTANT: Skip search to prevent infinite loop, skip output to prevent JSON showing in UI opts := &context.Options{ @@ -98,58 +180,108 @@ func (ast *Assistant) checkSearchIntent(ctx *context.Context, messages []context result, err := needsearchAst.Stream(ctx, intentMessages, opts) if err != nil { - ctx.Logger.Debug("__yao.needsearch failed: %v, proceeding with search", err) - // === Output: Send done (error case, proceed with search) === - ast.sendIntentDone(ctx, loadingID, true, "") - return true // On error, proceed with search + ctx.Logger.Debug("__yao.needsearch failed: %v, skipping search", err) + // === Output: Send done (error case, skip search) === + ast.sendIntentDone(ctx, loadingID, false, "") + return defaultIntent // On error, skip search } // Parse the result // Next hook returns {data: {need_search: bool, search_types: [], confidence: float}} - if response, ok := result.(*context.Response); ok { - // First try to get from Next hook response - if response.Next != nil { - if nextData, ok := response.Next.(map[string]interface{}); ok { - // Check for data field (from Next hook's {data: result}) - var intentData map[string]interface{} - if data, ok := nextData["data"].(map[string]interface{}); ok { - intentData = data - } else { - intentData = nextData - } - - if needSearch, ok := intentData["need_search"].(bool); ok { - reason, _ := intentData["reason"].(string) - ctx.Logger.Debug("Search intent (from Next): need_search=%v, reason=%s", needSearch, reason) - ast.sendIntentDone(ctx, loadingID, needSearch, reason) - return needSearch - } + // First try to get from Next hook response + if result.Next != nil { + if nextData, ok := result.Next.(map[string]interface{}); ok { + // Check for data field (from Next hook's {data: result}) + var intentData map[string]interface{} + if data, ok := nextData["data"].(map[string]interface{}); ok { + intentData = data + } else { + intentData = nextData } - } - // Fallback: parse from Completion.Content if Next hook didn't process - if response.Completion != nil { - content, ok := response.Completion.Content.(string) - if !ok || content == "" { - ast.sendIntentDone(ctx, loadingID, true, "") - return true + intent := parseSearchIntent(intentData) + if intent != nil { + ctx.Logger.Debug("Search intent (from Next): need_search=%v, types=%v, confidence=%.2f, reason=%s", + intent.NeedSearch, intent.SearchTypes, intent.Confidence, intent.Reason) + ast.sendIntentDone(ctx, loadingID, intent.NeedSearch, intent.Reason) + return intent } - needSearch, reason := parseNeedSearchFromContent(content) - ctx.Logger.Debug("Search intent (from Content): need_search=%v, reason=%s", needSearch, reason) - ast.sendIntentDone(ctx, loadingID, needSearch, reason) - return needSearch } } - // Default: proceed with search if we can't parse the result + // Fallback: parse from Completion.Content if Next hook didn't process + if result.Completion != nil { + content, ok := result.Completion.Content.(string) + if !ok || content == "" { + ast.sendIntentDone(ctx, loadingID, false, "") + return defaultIntent + } + intent := parseSearchIntentFromContent(content) + ctx.Logger.Debug("Search intent (from Content): need_search=%v, types=%v, confidence=%.2f, reason=%s", + intent.NeedSearch, intent.SearchTypes, intent.Confidence, intent.Reason) + ast.sendIntentDone(ctx, loadingID, intent.NeedSearch, intent.Reason) + return intent + } + + // Default: skip search if we can't parse the result // === Output: Send done (default case) === - ast.sendIntentDone(ctx, loadingID, true, "") - return true + ast.sendIntentDone(ctx, loadingID, false, "") + return defaultIntent } -// parseNeedSearchFromContent parses need_search result from LLM completion content +// parseSearchIntent parses SearchIntent from intent data map +func parseSearchIntent(intentData map[string]interface{}) *SearchIntent { + if intentData == nil { + return nil + } + + needSearch, ok := intentData["need_search"].(bool) + if !ok { + return nil + } + + intent := &SearchIntent{ + NeedSearch: needSearch, + SearchTypes: []string{}, + Confidence: 0.5, // Default confidence + } + + // Parse search_types + if types, ok := intentData["search_types"].([]interface{}); ok { + for _, t := range types { + if typeStr, ok := t.(string); ok { + // Validate type + typeStr = strings.ToLower(typeStr) + if typeStr == "web" || typeStr == "kb" || typeStr == "db" { + intent.SearchTypes = append(intent.SearchTypes, typeStr) + } + } + } + } + + // Parse confidence + if confidence, ok := intentData["confidence"].(float64); ok { + intent.Confidence = confidence + } + + // Parse reason + if reason, ok := intentData["reason"].(string); ok { + intent.Reason = reason + } + + return intent +} + +// parseSearchIntentFromContent parses SearchIntent from LLM completion content // Handles JSON wrapped in markdown code blocks -func parseNeedSearchFromContent(content string) (bool, string) { +func parseSearchIntentFromContent(content string) *SearchIntent { + // Default intent: no search needed + defaultIntent := &SearchIntent{ + NeedSearch: false, + SearchTypes: []string{}, + Confidence: 0, + } + // Remove markdown code block if present content = strings.TrimSpace(content) if strings.HasPrefix(content, "```json") { @@ -165,17 +297,16 @@ func parseNeedSearchFromContent(content string) (bool, string) { // Try to parse JSON var result map[string]interface{} if err := json.Unmarshal([]byte(content), &result); err != nil { - // Failed to parse, default to search - return true, "" + // Failed to parse, default to no search + return defaultIntent } - needSearch, ok := result["need_search"].(bool) - if !ok { - return true, "" + intent := parseSearchIntent(result) + if intent == nil { + return defaultIntent } - reason, _ := result["reason"].(string) - return needSearch, reason + return intent } // sendIntentLoading sends the initial intent detection loading message @@ -271,10 +402,11 @@ func (ast *Assistant) getMergedSearchUses(createResponse *context.HookCreateResp return uses } -// executeAutoSearch executes auto search based on configuration +// executeAutoSearch executes auto search based on configuration and intent // Returns ReferenceContext with results and formatted context +// intent specifies which search types to execute (from needsearch agent) // opts is optional, used to check Skip.Keyword -func (ast *Assistant) executeAutoSearch(ctx *context.Context, messages []context.Message, createResponse *context.HookCreateResponse, opts ...*context.Options) *searchTypes.ReferenceContext { +func (ast *Assistant) executeAutoSearch(ctx *context.Context, messages []context.Message, createResponse *context.HookCreateResponse, intent *SearchIntent, opts ...*context.Options) *searchTypes.ReferenceContext { ctx.Logger.Phase("Search") defer ctx.Logger.PhaseComplete("Search") @@ -311,33 +443,23 @@ func (ast *Assistant) executeAutoSearch(ctx *context.Context, messages []context skipKeyword = opts[0].Skip.Keyword } - // Extract keywords for web search if: - // 1. uses.keyword is configured (not empty) - // 2. Skip.Keyword is not true - // 3. Web search is enabled - var extractedKeywords []string - webSearchEnabled := searchConfig != nil && searchConfig.Web != nil - if webSearchEnabled && !skipKeyword && searchUses.Keyword != "" { - extractor := keyword.NewExtractor(searchUses.Keyword, searchConfig.Keyword) - keywords, err := extractor.Extract(ctx, query, nil) - if err != nil { - ctx.Logger.Warn("Keyword extraction failed, using original query: %v", err) - } else if len(keywords) > 0 { - extractedKeywords = keywords - // Use extracted keywords as the search query for web search - optimizedQuery := strings.Join(keywords, " ") - ctx.Logger.Info("Extracted keywords for web search: %s -> %s", truncateString(query, 30), optimizedQuery) - query = optimizedQuery - } + // Build search requests based on configuration and intent + // Keyword extraction is done inside buildSearchRequests for web search + buildOpts := &buildSearchRequestsOptions{ + skipKeyword: skipKeyword, + usesKeyword: searchUses.Keyword, } - - // Build search requests based on configuration - requests := ast.buildSearchRequests(query, searchConfig) + requests, extractedKeywords := ast.buildSearchRequests(ctx, query, searchConfig, intent, buildOpts) if len(requests) == 0 { ctx.Logger.Info("No search requests to execute") return nil } + // Update query if keywords were extracted (for web search) + if len(extractedKeywords) > 0 { + query = keywordsToQuery(extractedKeywords) + } + // === Output: Send loading message === loadingID := ast.sendSearchLoading(ctx) @@ -435,6 +557,52 @@ func (ast *Assistant) sendSearchLoading(ctx *context.Context) string { return msgID } +// sendKeywordLoading sends the keyword extraction loading message +// Returns the message ID for later replacement +func (ast *Assistant) sendKeywordLoading(ctx *context.Context) string { + loadingMsg := i18n.T(ctx.Locale, "search.keyword.loading") + + msg := &message.Message{ + Type: "loading", + Props: map[string]any{ + "message": loadingMsg, + }, + } + + // Send and get message ID + msgID, err := ctx.SendStream(msg) + if err != nil { + ctx.Logger.Warn("Failed to send keyword loading message: %v", err) + return "" + } + + return msgID +} + +// sendKeywordDone replaces keyword loading with done message +func (ast *Assistant) sendKeywordDone(ctx *context.Context, loadingID string, success bool) { + if loadingID == "" { + return + } + + resultMsg := i18n.T(ctx.Locale, "search.keyword.done") + + msg := &message.Message{ + MessageID: loadingID, + Delta: true, + DeltaAction: message.DeltaReplace, + Type: "loading", + Props: map[string]any{ + "message": resultMsg, + "done": true, + }, + } + + if err := ctx.Send(msg); err != nil { + ctx.Logger.Warn("Failed to send keyword done message: %v", err) + } +} + // sendSearchResult replaces loading with result message (without done flag) func (ast *Assistant) sendSearchResult(ctx *context.Context, loadingID string, count int) { if loadingID == "" { @@ -564,22 +732,67 @@ func (ast *Assistant) completeSearchTrace(node traceTypes.Node, resultCount int, }) } -// buildSearchRequests builds search requests based on assistant configuration -func (ast *Assistant) buildSearchRequests(query string, config *searchTypes.Config) []*searchTypes.Request { - var requests []*searchTypes.Request +// buildSearchRequestsOptions contains options for building search requests +type buildSearchRequestsOptions struct { + skipKeyword bool // Skip keyword extraction + usesKeyword string // Keyword extractor config: "builtin", "", "mcp:." +} + +// buildSearchRequests builds search requests based on assistant configuration and intent +// intent specifies which search types to execute (from needsearch agent) +// Returns requests and extracted keywords (if any) +func (ast *Assistant) buildSearchRequests(ctx *context.Context, query string, config *searchTypes.Config, intent *SearchIntent, opts *buildSearchRequestsOptions) ([]*searchTypes.Request, []searchTypes.Keyword) { + var requests []*searchTypes.Request + var extractedKeywords []searchTypes.Keyword + + // Helper to check if a search type is allowed by intent + isTypeAllowed := func(searchType string) bool { + if intent == nil || len(intent.SearchTypes) == 0 { + return true // No intent or empty types means all types allowed + } + for _, t := range intent.SearchTypes { + if t == searchType { + return true + } + } + return false + } + + // Web search - check if web search is configured and allowed by intent + if config != nil && config.Web != nil && isTypeAllowed("web") { + webQuery := query + + // Extract keywords for web search if configured + if opts != nil && !opts.skipKeyword && opts.usesKeyword != "" { + // === Output: Send keyword extraction loading === + keywordLoadingID := ast.sendKeywordLoading(ctx) + + extractor := keyword.NewExtractor(opts.usesKeyword, config.Keyword) + keywords, err := extractor.Extract(ctx, query, nil) + if err != nil { + ctx.Logger.Warn("Keyword extraction failed, using original query: %v", err) + ast.sendKeywordDone(ctx, keywordLoadingID, false) + } else if len(keywords) > 0 { + extractedKeywords = keywords + // Use extracted keywords as the search query for web search + webQuery = keywordsToQuery(keywords) + ctx.Logger.Info("Extracted keywords for web search: %s -> %s", truncateString(query, 30), webQuery) + ast.sendKeywordDone(ctx, keywordLoadingID, true) + } else { + ast.sendKeywordDone(ctx, keywordLoadingID, true) + } + } - // Web search - check if web search is configured - if config != nil && config.Web != nil { requests = append(requests, &searchTypes.Request{ Type: searchTypes.SearchTypeWeb, - Query: query, + Query: webQuery, Source: searchTypes.SourceAuto, Limit: config.Web.MaxResults, }) } - // KB search - check if KB is configured - if ast.KB != nil && len(ast.KB.Collections) > 0 { + // KB search - check if KB is configured and allowed by intent + if ast.KB != nil && len(ast.KB.Collections) > 0 && isTypeAllowed("kb") { limit := 10 threshold := 0.7 if config != nil && config.KB != nil { @@ -589,7 +802,7 @@ func (ast *Assistant) buildSearchRequests(query string, config *searchTypes.Conf } requests = append(requests, &searchTypes.Request{ Type: searchTypes.SearchTypeKB, - Query: query, + Query: query, // KB uses original query for semantic search Source: searchTypes.SourceAuto, Limit: limit, Collections: ast.KB.Collections, @@ -598,22 +811,22 @@ func (ast *Assistant) buildSearchRequests(query string, config *searchTypes.Conf }) } - // DB search - check if DB is configured - if ast.DB != nil && len(ast.DB.Models) > 0 { + // DB search - check if DB is configured and allowed by intent + if ast.DB != nil && len(ast.DB.Models) > 0 && isTypeAllowed("db") { limit := 20 if config != nil && config.DB != nil && config.DB.MaxResults > 0 { limit = config.DB.MaxResults } requests = append(requests, &searchTypes.Request{ Type: searchTypes.SearchTypeDB, - Query: query, + Query: query, // DB uses original query for QueryDSL generation Source: searchTypes.SourceAuto, Limit: limit, Models: ast.DB.Models, }) } - return requests + return requests, extractedKeywords } // injectSearchContext injects search results into messages @@ -709,7 +922,7 @@ func truncateString(s string, maxLen int) string { // SearchExecutionResult holds all data from search execution for storage type SearchExecutionResult struct { Query string // Original query (before keyword optimization) - Keywords []string // Extracted keywords + Keywords []searchTypes.Keyword // Extracted keywords with weights Config map[string]any // Search config used RefCtx *searchTypes.ReferenceContext // Reference context with results Duration int64 // Search duration in ms @@ -717,6 +930,54 @@ type SearchExecutionResult struct { SearchType string // "auto", "web", "kb", "db" } +// keywordsToQuery converts keywords with weights to a search query string +// Keywords are sorted by weight (descending) and joined with spaces +func keywordsToQuery(keywords []searchTypes.Keyword) string { + if len(keywords) == 0 { + return "" + } + + // Sort by weight descending (higher weight first) + sorted := make([]searchTypes.Keyword, len(keywords)) + copy(sorted, keywords) + for i := 0; i < len(sorted)-1; i++ { + for j := i + 1; j < len(sorted); j++ { + if sorted[j].W > sorted[i].W { + sorted[i], sorted[j] = sorted[j], sorted[i] + } + } + } + + // Join keywords + parts := make([]string, len(sorted)) + for i, kw := range sorted { + parts[i] = kw.K + } + return strings.Join(parts, " ") +} + +// keywordsToStrings converts keywords to string slice for storage +func keywordsToStrings(keywords []searchTypes.Keyword) []string { + if len(keywords) == 0 { + return nil + } + result := make([]string, len(keywords)) + for i, kw := range keywords { + result[i] = kw.K + } + return result +} + +// containsSearchType checks if a search type is in the list +func containsSearchType(types []string, searchType string) bool { + for _, t := range types { + if t == searchType { + return true + } + } + return false +} + // saveSearch saves search results to storage // Called after search execution completes (success or failure) func (ast *Assistant) saveSearch(ctx *context.Context, execResult *SearchExecutionResult) { @@ -732,7 +993,7 @@ func (ast *Assistant) saveSearch(ctx *context.Context, execResult *SearchExecuti RequestID: ctx.RequestID(), ChatID: ctx.ChatID, Query: execResult.Query, - Keywords: execResult.Keywords, + Keywords: keywordsToStrings(execResult.Keywords), Config: execResult.Config, Source: execResult.SearchType, Duration: execResult.Duration, diff --git a/agent/assistant/search_auto_disabled_test.go b/agent/assistant/search_auto_disabled_test.go index 5ab7ced6..cc5688c8 100644 --- a/agent/assistant/search_auto_disabled_test.go +++ b/agent/assistant/search_auto_disabled_test.go @@ -77,8 +77,7 @@ func TestSearchAutoDisabled(t *testing.T) { require.NoError(t, err) require.NotNil(t, response) - resp := response.(*context.Response) - assert.NotNil(t, resp.Completion, "should have completion") + assert.NotNil(t, response.Completion, "should have completion") t.Logf("✓ Stream executed without search (disabled)") }) } diff --git a/agent/assistant/search_auto_full_test.go b/agent/assistant/search_auto_full_test.go index 204d46d9..e4bc8e84 100644 --- a/agent/assistant/search_auto_full_test.go +++ b/agent/assistant/search_auto_full_test.go @@ -118,8 +118,7 @@ func TestSearchAutoFull(t *testing.T) { } require.NotNil(t, response) - resp := response.(*context.Response) - assert.NotNil(t, resp.Completion, "should have completion") + assert.NotNil(t, response.Completion, "should have completion") t.Logf("✓ Stream executed with full search config (Web + KB + DB)") }) } diff --git a/agent/assistant/search_auto_hook_disable_test.go b/agent/assistant/search_auto_hook_disable_test.go index fed6c8cd..23c8285f 100644 --- a/agent/assistant/search_auto_hook_disable_test.go +++ b/agent/assistant/search_auto_hook_disable_test.go @@ -101,8 +101,7 @@ func TestSearchAutoHookDisable(t *testing.T) { require.NoError(t, err) require.NotNil(t, response) - resp := response.(*context.Response) - assert.NotNil(t, resp.Completion, "should have completion") + assert.NotNil(t, response.Completion, "should have completion") t.Logf("✓ Stream executed with hook disabling search") }) } diff --git a/agent/assistant/search_auto_keyword_test.go b/agent/assistant/search_auto_keyword_test.go index d5e2a1b0..c6c3d76b 100644 --- a/agent/assistant/search_auto_keyword_test.go +++ b/agent/assistant/search_auto_keyword_test.go @@ -87,8 +87,7 @@ func TestSearchAutoKeyword(t *testing.T) { } require.NotNil(t, response) - resp := response.(*context.Response) - assert.NotNil(t, resp.Completion, "should have completion") + assert.NotNil(t, response.Completion, "should have completion") t.Logf("✓ Stream with keyword extraction executed successfully") }) @@ -127,8 +126,7 @@ func TestSearchAutoKeyword(t *testing.T) { } require.NotNil(t, response) - resp := response.(*context.Response) - assert.NotNil(t, resp.Completion, "should have completion") + assert.NotNil(t, response.Completion, "should have completion") t.Logf("✓ Stream with Skip.Keyword executed successfully") }) } @@ -179,8 +177,7 @@ func TestSearchAutoKeywordNotConfigured(t *testing.T) { } require.NotNil(t, response) - resp := response.(*context.Response) - assert.NotNil(t, resp.Completion, "should have completion") + assert.NotNil(t, response.Completion, "should have completion") t.Logf("✓ Stream without keyword config executed successfully") }) } diff --git a/agent/assistant/search_auto_web_test.go b/agent/assistant/search_auto_web_test.go index 22ec0896..630151e3 100644 --- a/agent/assistant/search_auto_web_test.go +++ b/agent/assistant/search_auto_web_test.go @@ -96,8 +96,7 @@ func TestSearchAutoWeb(t *testing.T) { } require.NotNil(t, response) - resp := response.(*context.Response) - assert.NotNil(t, resp.Completion, "should have completion") + assert.NotNil(t, response.Completion, "should have completion") t.Logf("✓ Stream executed successfully with auto search") }) } diff --git a/agent/assistant/types.go b/agent/assistant/types.go index f5a39b44..3780d4b7 100644 --- a/agent/assistant/types.go +++ b/agent/assistant/types.go @@ -85,6 +85,10 @@ type NextProcessContext struct { CreateResponse *chatctx.HookCreateResponse // Create hook response } +// SearchIntent is an alias for context.SearchIntent +// Used for search intent detection from __yao.needsearch agent +type SearchIntent = chatctx.SearchIntent + // ParsedContent extracts the actual tool return value from MCP ToolContent array // According to MCP protocol: // - Content is []ToolContent array diff --git a/agent/caller/caller.go b/agent/caller/caller.go index fb4d2049..229e5c3f 100644 --- a/agent/caller/caller.go +++ b/agent/caller/caller.go @@ -9,7 +9,7 @@ import ( // AgentCaller interface for calling agents (to avoid circular dependency) // Used by content handlers (vision, audio, etc.) and search handlers (agent mode) type AgentCaller interface { - Stream(ctx *agentContext.Context, messages []agentContext.Message, options ...*agentContext.Options) (interface{}, error) + Stream(ctx *agentContext.Context, messages []agentContext.Message, options ...*agentContext.Options) (*agentContext.Response, error) } // AgentGetterFunc is a function type that gets an agent by ID diff --git a/agent/content/tools.go b/agent/content/tools.go index cc9d7787..b4fc6468 100644 --- a/agent/content/tools.go +++ b/agent/content/tools.go @@ -42,10 +42,10 @@ func CallAgent(ctx *agentContext.Context, agentID string, message agentContext.M // Extract text from agent response // Two formats are supported: - // 1. Custom Hook response (from Next hook) - // 2. Standard Agent Stream response (LLM completion) + // 1. Custom Hook response (from Next hook) - response.Next + // 2. Standard Agent Stream response (LLM completion) - response.Completion - return extractTextFromAgentResponse(response) + return extractTextFromResponse(response) } // CallAgentWithFileInfo calls an agent to process content with file metadata @@ -120,116 +120,63 @@ func CallAgentWithFileInfo(ctx *agentContext.Context, agentID string, message ag return CallAgent(ctx, agentID, message) } -// extractTextFromAgentResponse extracts text from agent response -// Handles two main response formats from agent.Stream(): -// -// 1. Standard Response (No Next Hook or Next Hook returns nil): -// Structure: { completion: { content: "text" | [...ContentPart] } } -// Action: Extract text from completion.content field -// -// 2. Next Hook Response with Custom Data: -// Structure: { next: } -// Action: -// - If next is string → return directly -// - If next is map/object → JSON stringify and return -// - This preserves the complete custom data structure from the hook +// extractTextFromResponse extracts text from agent response +// Now that agent.Stream() returns *agentContext.Response directly, +// we can access fields without type assertions or JSON conversion. // // Priority: -// 1. Check for "next" field (custom hook data) → return complete data -// 2. Check for "completion" field (standard LLM response) → extract text only -// 3. Fallback to direct string or JSON stringify -func extractTextFromAgentResponse(response interface{}) (string, error) { +// 1. Check response.Next (custom hook data) → return complete data +// 2. Check response.Completion (standard LLM response) → extract text only +func extractTextFromResponse(response *agentContext.Response) (string, error) { if response == nil { return "", fmt.Errorf("agent returned nil response") } - // First, try to convert to map if it's a struct - // agent.Stream() may return *agentContext.Response which needs to be converted - var responseMap map[string]interface{} - - // Check if it's already a map - if rm, ok := response.(map[string]interface{}); ok { - responseMap = rm - } else { - // Try to marshal and unmarshal to convert struct to map - jsonBytes, err := jsoniter.Marshal(response) - if err != nil { - // If it's a plain string, return directly - if responseStr, ok := response.(string); ok { - return responseStr, nil - } - return "", fmt.Errorf("failed to serialize agent response: %w", err) - } - - // Unmarshal to map - if err := jsoniter.Unmarshal(jsonBytes, &responseMap); err != nil { - // If unmarshal fails, return the JSON string - return string(jsonBytes), nil - } - } - - // Priority 1: Check for "next" field (custom hook data) - // If Next hook returns custom data, it's stored in the "next" field - // Return the complete custom data structure (preserve hook's intent) - if next, hasNext := responseMap["next"]; hasNext && next != nil { + // Priority 1: Check Next field (custom hook data) + // If Next hook returns custom data, return the complete structure + if response.Next != nil { // If next is a string, return directly - if nextStr, ok := next.(string); ok { + if nextStr, ok := response.Next.(string); ok { return nextStr, nil } // Otherwise, JSON stringify to preserve complete structure - jsonBytes, err := jsoniter.Marshal(next) + jsonBytes, err := jsoniter.Marshal(response.Next) if err != nil { return "", fmt.Errorf("failed to serialize next hook data: %w", err) } return string(jsonBytes), nil } - // Priority 2: Check for "completion" field (standard LLM response) + // Priority 2: Check Completion field (standard LLM response) // Extract text content from the LLM completion - if completion, hasCompletion := responseMap["completion"]; hasCompletion && completion != nil { - if completionMap, ok := completion.(map[string]interface{}); ok { - // Extract content from completion - if content, hasContent := completionMap["content"]; hasContent { - // Content can be string or []ContentPart (multimodal) - switch v := content.(type) { - case string: - // Simple text content - return v, nil - case []interface{}: - // Multimodal content array - extract all text parts - var text string - for _, part := range v { - if partMap, ok := part.(map[string]interface{}); ok { - if partType, _ := partMap["type"].(string); partType == "text" { - if textContent, ok := partMap["text"].(string); ok { - text += textContent - } - } + if response.Completion != nil { + // Content can be string or []ContentPart (multimodal) + switch v := response.Completion.Content.(type) { + case string: + // Simple text content + return v, nil + case []interface{}: + // Multimodal content array - extract all text parts + var text string + for _, part := range v { + if partMap, ok := part.(map[string]interface{}); ok { + if partType, _ := partMap["type"].(string); partType == "text" { + if textContent, ok := partMap["text"].(string); ok { + text += textContent } } - if text != "" { - return text, nil - } - // No text found in content parts - return "", fmt.Errorf("no text content found in completion content parts") } } + if text != "" { + return text, nil + } + // No text found in content parts + return "", fmt.Errorf("no text content found in completion content parts") } } - // Fallback: Try to find a "content" field directly (shouldn't happen normally) - if content, hasContent := responseMap["content"]; hasContent { - if contentStr, ok := content.(string); ok { - return contentStr, nil - } - } - - // Last resort: JSON stringify the entire response - jsonBytes, err := jsoniter.Marshal(response) - if err != nil { - return "", fmt.Errorf("failed to serialize agent response: %w", err) - } - return string(jsonBytes), nil + // No content found + return "", fmt.Errorf("no content found in agent response") } // CallMCPTool calls an MCP tool to process content diff --git a/agent/context/options.go b/agent/context/options.go index b6aa7952..35b84ece 100644 --- a/agent/context/options.go +++ b/agent/context/options.go @@ -16,7 +16,7 @@ func (opts *Options) ToMap() map[string]interface{} { result["mode"] = opts.Mode } if opts.Search != nil { - result["search"] = *opts.Search + result["search"] = opts.Search } if opts.Skip != nil { result["skip"] = opts.Skip @@ -25,6 +25,9 @@ func (opts *Options) ToMap() map[string]interface{} { if opts.DisableGlobalPrompts { result["disable_global_prompts"] = opts.DisableGlobalPrompts } + if opts.Metadata != nil { + result["metadata"] = opts.Metadata + } // Note: Runtime fields (Context, Writer) are not serialized (json:"-") // They should not be included in the map @@ -47,8 +50,9 @@ func OptionsFromMap(m map[string]interface{}) *Options { if mode, ok := m["mode"].(string); ok { opts.Mode = mode } - if search, ok := m["search"].(bool); ok { - opts.Search = &search + // Search supports: bool | SearchIntent | map[string]any | nil + if search := m["search"]; search != nil { + opts.Search = search } if skipMap, ok := m["skip"].(map[string]interface{}); ok { skip := &Skip{} @@ -66,6 +70,9 @@ func OptionsFromMap(m map[string]interface{}) *Options { if disableGlobalPrompts, ok := m["disable_global_prompts"].(bool); ok { opts.DisableGlobalPrompts = disableGlobalPrompts } + if metadata, ok := m["metadata"].(map[string]interface{}); ok { + opts.Metadata = metadata + } // Note: Context and Writer are runtime fields, not restored from map // They should be set by the caller if needed diff --git a/agent/context/types.go b/agent/context/types.go index b41a3e87..025f5eab 100644 --- a/agent/context/types.go +++ b/agent/context/types.go @@ -266,6 +266,15 @@ type Context struct { Metadata map[string]interface{} `json:"metadata,omitempty"` // The metadata of the request, it will be used to pass data to the page } +// SearchIntent represents the result of search intent detection +// Used by Create hook to specify fine-grained search behavior +type SearchIntent struct { + NeedSearch bool `json:"need_search"` // Whether search is needed + SearchTypes []string `json:"search_types,omitempty"` // Types of search to perform: "web", "kb", "db" + Confidence float64 `json:"confidence,omitempty"` // Confidence level (0-1) + Reason string `json:"reason,omitempty"` // Reason for the decision +} + // Options represents the options for the context type Options struct { @@ -284,11 +293,17 @@ type Options struct { // Disable global prompts, default is false DisableGlobalPrompts bool `json:"disable_global_prompts,omitempty"` // Temporarily disable global prompts for this request - // Search mode, default is true - Search *bool `json:"search,omitempty"` // Search mode, default is true + // Search controls search behavior, supports multiple types: + // - bool: true = enable all search types, false = disable all search + // - SearchIntent: fine-grained control with specific types, confidence, etc. + // - nil: use default behavior (determined by __yao.needsearch agent) + Search any `json:"search,omitempty"` // Search mode: bool | SearchIntent | nil // Agent mode, use to select the mode of the request, default is "chat" Mode string `json:"mode,omitempty"` // Agent mode, use to select the mode of the request, default is "chat" + + // Metadata for passing custom data to hooks (e.g., scenario selection) + Metadata map[string]any `json:"metadata,omitempty"` // Custom metadata passed to Create/Next hooks } // Stack represents the call stack node for tracing agent-to-agent calls @@ -369,6 +384,12 @@ type HookCreateResponse struct { // ForceUses controls whether to force using Uses tools even when model has native capabilities ForceUses *bool `json:"force_uses,omitempty"` // Force using Uses tools regardless of model capabilities + + // Search controls search behavior, supports multiple types: + // - bool: true = enable all search types, false = disable all search + // - SearchIntent: fine-grained control with specific types, confidence, etc. + // - nil: use default behavior (determined by __yao.needsearch agent) + Search any `json:"search,omitempty"` // Search mode: bool | SearchIntent | nil } // NextHookPayload payload for the next hook diff --git a/agent/i18n/builtin.go b/agent/i18n/builtin.go index 78a6e6b9..e6aee7bb 100644 --- a/agent/i18n/builtin.go +++ b/agent/i18n/builtin.go @@ -112,6 +112,10 @@ func init() { "search.intent.need_search": "Searching for references...", "search.intent.no_search": "No references needed", + // Keyword Extraction: assistant/search.go - Keyword extraction messages + "search.keyword.loading": "Analyzing conversation...", + "search.keyword.done": "Analysis complete", + // Search: assistant/search.go - Trace labels "search.trace.label": "Search", "search.trace.description": "Search the web and knowledge base for relevant information", @@ -201,6 +205,10 @@ func init() { "search.intent.need_search": "正在查询相关资料...", "search.intent.no_search": "无需查询资料", + // Keyword Extraction: assistant/search.go - Keyword extraction messages + "search.keyword.loading": "正在分析对话内容...", + "search.keyword.done": "分析完成", + // Search: assistant/search.go - Trace labels "search.trace.label": "搜索", "search.trace.description": "搜索网络和知识库获取相关信息", @@ -318,6 +326,10 @@ func init() { "search.intent.need_search": "正在查询相关资料...", "search.intent.no_search": "无需查询资料", + // Keyword Extraction: assistant/search.go - Keyword extraction messages + "search.keyword.loading": "正在分析对话内容...", + "search.keyword.done": "分析完成", + // Search: assistant/search.go - Trace labels "search.trace.label": "搜索", "search.trace.description": "搜索网络和知识库获取相关信息", diff --git a/agent/llm/providers/openai/openai.go b/agent/llm/providers/openai/openai.go index fb46844a..09200f6e 100644 --- a/agent/llm/providers/openai/openai.go +++ b/agent/llm/providers/openai/openai.go @@ -637,11 +637,25 @@ func (p *Provider) streamWithRetry(ctx *context.Context, messages []context.Mess errorDetected := false // Wrap streamHandler to detect JSON error responses + // Note: API error responses are raw JSON without "data: " prefix + // Normal SSE data always starts with "data: " prefix wrappedHandler := func(data []byte) int { dataStr := string(data) + trimmed := strings.TrimSpace(dataStr) - // Detect if this looks like a JSON error response (starts with "{" or contains "error") - if strings.Contains(dataStr, `"error"`) || (strings.TrimSpace(dataStr) == "{" && !errorDetected) { + // Skip empty lines + if trimmed == "" { + return http.HandlerReturnOk + } + + // Normal SSE data starts with "data: " - pass to streamHandler + if strings.HasPrefix(dataStr, "data: ") { + return streamHandler(data) + } + + // Detect if this looks like a JSON error response (raw JSON without "data: " prefix) + // API errors are returned as raw JSON: {"error": {...}} + if strings.HasPrefix(trimmed, "{") && strings.Contains(dataStr, `"error"`) { errorDetected = true } @@ -652,7 +666,7 @@ func (p *Provider) streamWithRetry(ctx *context.Context, messages []context.Mess return http.HandlerReturnOk } - // Otherwise, use normal handler + // Unknown format, pass to streamHandler (it will skip non-SSE data) return streamHandler(data) } diff --git a/agent/load.go b/agent/load.go index 7ff19d21..dd168c5e 100644 --- a/agent/load.go +++ b/agent/load.go @@ -209,10 +209,14 @@ func initAssistant() error { // Set global Uses configuration if agentDSL.Uses != nil { globalUses := &context.Uses{ - Vision: agentDSL.Uses.Vision, - Audio: agentDSL.Uses.Audio, - Search: agentDSL.Uses.Search, - Fetch: agentDSL.Uses.Fetch, + Vision: agentDSL.Uses.Vision, + Audio: agentDSL.Uses.Audio, + Search: agentDSL.Uses.Search, + Fetch: agentDSL.Uses.Fetch, + Web: agentDSL.Uses.Web, + Keyword: agentDSL.Uses.Keyword, + QueryDSL: agentDSL.Uses.QueryDSL, + Rerank: agentDSL.Uses.Rerank, } assistant.SetGlobalUses(globalUses) } diff --git a/agent/search/handlers/db/handler.go b/agent/search/handlers/db/handler.go index 4736ff24..a728d39e 100644 --- a/agent/search/handlers/db/handler.go +++ b/agent/search/handlers/db/handler.go @@ -1,8 +1,15 @@ package db import ( + "encoding/json" + "fmt" "time" + "github.com/yaoapp/gou/model" + "github.com/yaoapp/gou/query" + "github.com/yaoapp/gou/query/gou" + agentContext "github.com/yaoapp/yao/agent/context" + "github.com/yaoapp/yao/agent/search/nlp/querydsl" "github.com/yaoapp/yao/agent/search/types" ) @@ -23,8 +30,13 @@ func (h *Handler) Type() types.SearchType { } // Search converts NL to QueryDSL and executes -// TODO: Implement actual QueryDSL generation and model query logic +// Note: This method doesn't have context, use SearchWithContext for full functionality func (h *Handler) Search(req *types.Request) (*types.Result, error) { + return h.SearchWithContext(nil, req) +} + +// SearchWithContext executes DB search with context (required for QueryDSL generation) +func (h *Handler) SearchWithContext(ctx *agentContext.Context, req *types.Request) (*types.Result, error) { start := time.Now() // Validate request @@ -41,13 +53,13 @@ func (h *Handler) Search(req *types.Request) (*types.Result, error) { } // Get models from request or config - models := req.Models - if len(models) == 0 && h.config != nil { - models = h.config.Models + modelIDs := req.Models + if len(modelIDs) == 0 && h.config != nil { + modelIDs = h.config.Models } // If no models specified, return empty result - if len(models) == 0 { + if len(modelIDs) == 0 { return &types.Result{ Type: types.SearchTypeDB, Query: req.Query, @@ -55,6 +67,7 @@ func (h *Handler) Search(req *types.Request) (*types.Result, error) { Items: []*types.ResultItem{}, Total: 0, Duration: time.Since(start).Milliseconds(), + Error: "no models specified", }, nil } @@ -67,27 +80,300 @@ func (h *Handler) Search(req *types.Request) (*types.Result, error) { maxResults = 20 // default } - // TODO: Implement actual DB search - // 1. Get model schemas for specified models - // 2. Generate QueryDSL from natural language query using uses.querydsl mode: - // - "builtin": template-based generation - // - "": delegate to LLM assistant - // - "mcp:.": call external MCP tool - // 3. Execute QueryDSL on each model - // 4. Format results and return + // Context is required for QueryDSL generation + if ctx == nil { + return &types.Result{ + Type: types.SearchTypeDB, + Query: req.Query, + Source: req.Source, + Items: []*types.ResultItem{}, + Total: 0, + Duration: time.Since(start).Milliseconds(), + Error: "context is required for DB search", + }, nil + } - // For now, return empty result (skeleton) - result := &types.Result{ + // 1. Load all models and build combined schema + models := make(map[string]*model.Model) + schemas := make([]map[string]interface{}, 0, len(modelIDs)) + + for _, modelID := range modelIDs { + mod, err := model.Get(modelID) + if err != nil { + continue // Skip non-existent models + } + models[modelID] = mod + schemas = append(schemas, h.buildModelSchema(mod)) + } + + if len(schemas) == 0 { + return &types.Result{ + Type: types.SearchTypeDB, + Query: req.Query, + Source: req.Source, + Items: []*types.ResultItem{}, + Total: 0, + Duration: time.Since(start).Milliseconds(), + Error: "no valid models found", + }, nil + } + + // 2. Generate QueryDSL with all schemas + generator := querydsl.NewGenerator(h.usesQueryDSL, nil) + input := &querydsl.Input{ + Query: req.Query, + ModelIDs: modelIDs, + Scenario: req.Scenario, // Pass scenario: filter, aggregation, join, complex + Limit: maxResults, + } + + // Build schema input: single schema or array of schemas + var schemaInput interface{} + if len(schemas) == 1 { + schemaInput = schemas[0] + } else { + schemaInput = schemas + } + + input.ExtraParams = map[string]interface{}{ + "schema": schemaInput, + } + + result, err := generator.Generate(ctx, input) + if err != nil { + return &types.Result{ + Type: types.SearchTypeDB, + Query: req.Query, + Source: req.Source, + Items: []*types.ResultItem{}, + Total: 0, + Duration: time.Since(start).Milliseconds(), + Error: fmt.Sprintf("QueryDSL generation failed: %v", err), + }, nil + } + + if result == nil || result.DSL == nil { + return &types.Result{ + Type: types.SearchTypeDB, + Query: req.Query, + Source: req.Source, + Items: []*types.ResultItem{}, + Total: 0, + Duration: time.Since(start).Milliseconds(), + Error: "no QueryDSL generated", + }, nil + } + + // 3. Merge preset conditions into generated DSL + h.mergeDSLConditions(result.DSL, req) + + // 4. Execute QueryDSL using gou query engine + records, err := h.executeDSL(result.DSL) + if err != nil { + return &types.Result{ + Type: types.SearchTypeDB, + Query: req.Query, + Source: req.Source, + Items: []*types.ResultItem{}, + Total: 0, + Duration: time.Since(start).Milliseconds(), + Error: fmt.Sprintf("query execution failed: %v", err), + }, nil + } + + // 5. Determine the primary model for result formatting + // Use the "from" table from DSL, or first model + primaryModelID := modelIDs[0] + if result.DSL.From != nil && result.DSL.From.Name != "" { + // Find model by table name + for id, mod := range models { + if mod.MetaData.Table.Name == result.DSL.From.Name { + primaryModelID = id + break + } + } + } + + primaryModel := models[primaryModelID] + if primaryModel == nil { + primaryModel, _ = model.Get(primaryModelID) // May be nil, that's ok + } + + // 6. Convert records to ResultItems + items := h.convertToResultItems(records, primaryModelID, primaryModel, req.Source) + + // Apply limit + if len(items) > maxResults { + items = items[:maxResults] + } + + return &types.Result{ Type: types.SearchTypeDB, Query: req.Query, Source: req.Source, - Items: []*types.ResultItem{}, - Total: 0, + Items: items, + Total: len(items), Duration: time.Since(start).Milliseconds(), + }, nil +} + +// mergeDSLConditions merges preset conditions from request into generated DSL +func (h *Handler) mergeDSLConditions(dsl *gou.QueryDSL, req *types.Request) { + if dsl == nil { + return } - // Store maxResults for later use - _ = maxResults + // Merge preset Wheres (prepend to ensure they take priority) + if len(req.Wheres) > 0 { + dsl.Wheres = append(req.Wheres, dsl.Wheres...) + } - return result, nil + // Merge preset Orders (prepend to ensure they take priority) + if len(req.Orders) > 0 { + dsl.Orders = append(req.Orders, dsl.Orders...) + } + + // Merge preset Select fields + if len(req.Select) > 0 { + // Convert string fields to Expression + selectExprs := make([]gou.Expression, 0, len(req.Select)) + for _, field := range req.Select { + selectExprs = append(selectExprs, gou.Expression{Field: field}) + } + // If DSL has no select, use preset; otherwise merge + if len(dsl.Select) == 0 { + dsl.Select = selectExprs + } else { + // Prepend preset fields + dsl.Select = append(selectExprs, dsl.Select...) + } + } + + // Ensure limit is set + if dsl.Limit == 0 && req.Limit > 0 { + dsl.Limit = req.Limit + } +} + +// buildModelSchema builds a simplified schema for QueryDSL generator +func (h *Handler) buildModelSchema(mod *model.Model) map[string]interface{} { + columns := make([]map[string]interface{}, 0, len(mod.Columns)) + for _, col := range mod.Columns { + colInfo := map[string]interface{}{ + "name": col.Name, + "type": col.Type, + } + if col.Label != "" { + colInfo["label"] = col.Label + } + if col.Description != "" { + colInfo["description"] = col.Description + } + columns = append(columns, colInfo) + } + + return map[string]interface{}{ + "name": mod.MetaData.Table.Name, + "columns": columns, + } +} + +// executeDSL executes the QueryDSL and returns records +func (h *Handler) executeDSL(dsl interface{}) ([]map[string]interface{}, error) { + // Get the default query engine + engine, err := query.Select("default") + if err != nil { + return nil, fmt.Errorf("query engine not found: %w", err) + } + + // Marshal DSL to JSON + dslJSON, err := json.Marshal(dsl) + if err != nil { + return nil, fmt.Errorf("failed to marshal DSL: %w", err) + } + + // Load and execute the query + q, err := engine.Load(json.RawMessage(dslJSON)) + if err != nil { + return nil, fmt.Errorf("failed to load DSL: %w", err) + } + + // Execute query + rawRecords := q.Get(nil) + + // Convert to map[string]interface{} + records := make([]map[string]interface{}, 0, len(rawRecords)) + for _, rec := range rawRecords { + records = append(records, map[string]interface{}(rec)) + } + + return records, nil +} + +// convertToResultItems converts query results to ResultItems +func (h *Handler) convertToResultItems(records []map[string]interface{}, modelID string, mod *model.Model, source types.SourceType) []*types.ResultItem { + items := make([]*types.ResultItem, 0, len(records)) + + primaryKey := "id" + if mod != nil && mod.PrimaryKey != "" { + primaryKey = mod.PrimaryKey + } + + for _, rec := range records { + item := &types.ResultItem{ + Type: types.SearchTypeDB, + Source: source, + Model: modelID, + Data: rec, + } + + // Try to extract title from common fields + item.Title = h.extractTitle(rec, mod) + + // Try to extract content/description + item.Content = h.extractContent(rec, mod) + + // Try to extract record ID + if id, ok := rec[primaryKey]; ok { + item.RecordID = id + } + + items = append(items, item) + } + + return items +} + +// extractTitle tries to extract a title from the record +func (h *Handler) extractTitle(rec map[string]interface{}, mod *model.Model) string { + // Common title fields + titleFields := []string{"title", "name", "subject", "label"} + for _, field := range titleFields { + if val, ok := rec[field]; ok { + if str, ok := val.(string); ok && str != "" { + return str + } + } + } + return "" +} + +// extractContent tries to extract content from the record +func (h *Handler) extractContent(rec map[string]interface{}, mod *model.Model) string { + // Common content fields + contentFields := []string{"content", "description", "summary", "text", "body"} + for _, field := range contentFields { + if val, ok := rec[field]; ok { + if str, ok := val.(string); ok && str != "" { + return str + } + } + } + + // Fallback: serialize first few fields as content + content, _ := json.Marshal(rec) + if len(content) > 500 { + content = content[:500] + } + return string(content) } diff --git a/agent/search/handlers/db/handler_integration_test.go b/agent/search/handlers/db/handler_integration_test.go new file mode 100644 index 00000000..ea807698 --- /dev/null +++ b/agent/search/handlers/db/handler_integration_test.go @@ -0,0 +1,221 @@ +package db_test + +import ( + "testing" + + "github.com/yaoapp/gou/model" + "github.com/yaoapp/gou/query/gou" + "github.com/yaoapp/yao/agent/context" + "github.com/yaoapp/yao/agent/search/handlers/db" + "github.com/yaoapp/yao/agent/search/types" + "github.com/yaoapp/yao/agent/testutils" + oauthTypes "github.com/yaoapp/yao/openapi/oauth/types" + + "github.com/stretchr/testify/assert" + "github.com/stretchr/testify/require" +) + +// ============================================================================ +// Integration Tests - Requires database and models +// ============================================================================ + +func TestHandler_Search_Integration(t *testing.T) { + // Skip if running short tests + if testing.Short() { + t.Skip("Skipping integration test") + } + + // Initialize test environment (loads models, database, query engine, etc.) + testutils.Prepare(t) + defer testutils.Clean(t) + + // Create test context + ctx := newTestContext(t) + + // Verify __yao.role model is loaded + mod := model.Select("__yao.role") + require.NotNil(t, mod, "__yao.role model should be loaded") + + t.Run("search_role_model_with_results", func(t *testing.T) { + // First, ensure there's at least one role in the database + ensureTestRole(t, mod) + + // Create handler with builtin QueryDSL generator + h := db.NewHandler("builtin", &types.DBConfig{ + Models: []string{"__yao.role"}, + MaxResults: 10, + }) + + req := &types.Request{ + Type: types.SearchTypeDB, + Query: "查询所有角色", + Source: types.SourceAuto, + Models: []string{"__yao.role"}, + Scenario: types.ScenarioFilter, + Limit: 10, + } + + result, err := h.SearchWithContext(ctx, req) + require.NoError(t, err) + require.NotNil(t, result) + + // Verify result structure + assert.Equal(t, types.SearchTypeDB, result.Type) + assert.Equal(t, "查询所有角色", result.Query) + assert.Equal(t, types.SourceAuto, result.Source) + assert.GreaterOrEqual(t, result.Duration, int64(0)) + + // Should have results + if result.Error != "" { + t.Logf("Search error: %s", result.Error) + } + assert.Empty(t, result.Error, "Search should not return error") + assert.Greater(t, len(result.Items), 0, "Should have at least one result") + assert.Equal(t, len(result.Items), result.Total) + + // Verify result items + for _, item := range result.Items { + assert.Equal(t, types.SearchTypeDB, item.Type) + assert.Equal(t, types.SourceAuto, item.Source) + assert.Equal(t, "__yao.role", item.Model) + assert.NotNil(t, item.Data, "Data should not be nil") + assert.NotNil(t, item.RecordID, "RecordID should not be nil") + } + }) + + t.Run("search_with_filter_scenario", func(t *testing.T) { + h := db.NewHandler("builtin", nil) + + req := &types.Request{ + Type: types.SearchTypeDB, + Query: "查询系统角色", + Source: types.SourceHook, + Models: []string{"__yao.role"}, + Scenario: types.ScenarioFilter, + Limit: 5, + } + + result, err := h.SearchWithContext(ctx, req) + require.NoError(t, err) + require.NotNil(t, result) + + assert.Equal(t, types.SearchTypeDB, result.Type) + assert.Equal(t, types.SourceHook, result.Source) + assert.LessOrEqual(t, len(result.Items), 5, "Should respect limit") + }) + + t.Run("search_with_preset_wheres", func(t *testing.T) { + h := db.NewHandler("builtin", nil) + + req := &types.Request{ + Type: types.SearchTypeDB, + Query: "查询角色", + Source: types.SourceAuto, + Models: []string{"__yao.role"}, + Wheres: []gou.Where{ + {Condition: gou.Condition{Field: &gou.Expression{Field: "is_active"}, Value: true, OP: "="}}, + }, + Limit: 10, + } + + result, err := h.SearchWithContext(ctx, req) + require.NoError(t, err) + require.NotNil(t, result) + + // All results should have is_active = true (due to preset where) + for _, item := range result.Items { + if data, ok := item.Data["is_active"]; ok { + // is_active could be bool or int depending on driver + switch v := data.(type) { + case bool: + assert.True(t, v) + case int64: + assert.Equal(t, int64(1), v) + case float64: + assert.Equal(t, float64(1), v) + } + } + } + }) + + t.Run("search_nonexistent_model_graceful", func(t *testing.T) { + h := db.NewHandler("builtin", nil) + + req := &types.Request{ + Type: types.SearchTypeDB, + Query: "查询文章", + Source: types.SourceAuto, + Models: []string{"nonexistent_model", "article", "fake_model"}, + Limit: 10, + } + + // Should NOT panic, should return gracefully with error + result, err := h.SearchWithContext(ctx, req) + require.NoError(t, err) + require.NotNil(t, result) + + // Should have error message about no valid models + assert.Equal(t, types.SearchTypeDB, result.Type) + assert.Equal(t, "no valid models found", result.Error) + assert.Empty(t, result.Items) + }) + + t.Run("search_mixed_models_partial_exist", func(t *testing.T) { + h := db.NewHandler("builtin", nil) + + req := &types.Request{ + Type: types.SearchTypeDB, + Query: "查询角色", + Source: types.SourceAuto, + Models: []string{"nonexistent_model", "__yao.role", "fake_model"}, // Only __yao.role exists + Limit: 10, + } + + // Should NOT panic, should work with the existing model + result, err := h.SearchWithContext(ctx, req) + require.NoError(t, err) + require.NotNil(t, result) + + // Should succeed with partial models + assert.Equal(t, types.SearchTypeDB, result.Type) + if result.Error == "" { + // If no error, should have results from __yao.role + assert.GreaterOrEqual(t, len(result.Items), 0) + } + }) +} + +// newTestContext creates a test context with required fields +func newTestContext(t *testing.T) *context.Context { + t.Helper() + authorized := &oauthTypes.AuthorizedInfo{ + UserID: "test-user", + } + chatID := "test-chat-db-search" + ctx := context.New(t.Context(), authorized, chatID) + return ctx +} + +// ensureTestRole ensures there's at least one role in the database for testing +func ensureTestRole(t *testing.T, mod *model.Model) { + t.Helper() + + // Try to find existing roles + rows, err := mod.Get(model.QueryParam{Limit: 1}) + if err == nil && len(rows) > 0 { + return // Already have roles + } + + // Create a test role + _, err = mod.Create(map[string]interface{}{ + "role_id": "test_role", + "name": "Test Role", + "description": "A test role for unit testing", + "is_active": true, + "is_system": false, + "level": 1, + }) + if err != nil { + t.Logf("Note: Could not create test role: %v", err) + } +} diff --git a/agent/search/handlers/db/handler_test.go b/agent/search/handlers/db/handler_test.go index 0ca5e4e5..67a91346 100644 --- a/agent/search/handlers/db/handler_test.go +++ b/agent/search/handlers/db/handler_test.go @@ -4,6 +4,8 @@ import ( "testing" "github.com/stretchr/testify/assert" + "github.com/yaoapp/gou/model" + "github.com/yaoapp/gou/query/gou" "github.com/yaoapp/yao/agent/search/types" ) @@ -38,14 +40,13 @@ func TestHandler_Type(t *testing.T) { assert.Equal(t, types.SearchTypeDB, h.Type()) } -func TestHandler_Search(t *testing.T) { +func TestHandler_Search_Validation(t *testing.T) { tests := []struct { name string usesQueryDSL string config *types.DBConfig req *types.Request expectError string - expectItems int }{ { name: "empty query", @@ -56,7 +57,6 @@ func TestHandler_Search(t *testing.T) { Query: "", }, expectError: "query is required", - expectItems: 0, }, { name: "no models in request or config", @@ -66,92 +66,20 @@ func TestHandler_Search(t *testing.T) { Type: types.SearchTypeDB, Query: "find products under $100", }, - expectError: "", - expectItems: 0, + expectError: "no models specified", }, { - name: "models from config", + name: "context required for DB search", usesQueryDSL: "builtin", config: &types.DBConfig{ - Models: []string{"product"}, - MaxResults: 20, + Models: []string{"product"}, }, - req: &types.Request{ - Type: types.SearchTypeDB, - Query: "find products under $100", - }, - expectError: "", - expectItems: 0, // skeleton returns empty - }, - { - name: "models from request", - usesQueryDSL: "builtin", - config: nil, req: &types.Request{ Type: types.SearchTypeDB, Query: "find products under $100", - Models: []string{"product", "order"}, - }, - expectError: "", - expectItems: 0, // skeleton returns empty - }, - { - name: "with limit", - usesQueryDSL: "builtin", - config: &types.DBConfig{ Models: []string{"product"}, }, - req: &types.Request{ - Type: types.SearchTypeDB, - Query: "find products", - Models: []string{"product"}, - Limit: 5, - }, - expectError: "", - expectItems: 0, // skeleton returns empty - }, - { - name: "with wheres", - usesQueryDSL: "builtin", - config: &types.DBConfig{ - Models: []string{"product"}, - }, - req: &types.Request{ - Type: types.SearchTypeDB, - Query: "find products", - Models: []string{"product"}, - // Wheres would be set here in real usage - }, - expectError: "", - expectItems: 0, // skeleton returns empty - }, - { - name: "agent mode", - usesQueryDSL: "workers.nlp.querydsl", - config: &types.DBConfig{ - Models: []string{"product"}, - }, - req: &types.Request{ - Type: types.SearchTypeDB, - Query: "find products", - Models: []string{"product"}, - }, - expectError: "", - expectItems: 0, // skeleton returns empty - }, - { - name: "mcp mode", - usesQueryDSL: "mcp:nlp.generate_querydsl", - config: &types.DBConfig{ - Models: []string{"product"}, - }, - req: &types.Request{ - Type: types.SearchTypeDB, - Query: "find products", - Models: []string{"product"}, - }, - expectError: "", - expectItems: 0, // skeleton returns empty + expectError: "context is required for DB search", }, } @@ -163,16 +91,8 @@ func TestHandler_Search(t *testing.T) { assert.NoError(t, err) assert.NotNil(t, result) assert.Equal(t, types.SearchTypeDB, result.Type) - assert.Equal(t, tt.req.Query, result.Query) - assert.Equal(t, tt.expectItems, len(result.Items)) - - if tt.expectError != "" { - assert.Equal(t, tt.expectError, result.Error) - } else { - assert.Empty(t, result.Error) - } - - // Duration should be set + assert.Equal(t, tt.expectError, result.Error) + assert.Equal(t, 0, len(result.Items)) assert.GreaterOrEqual(t, result.Duration, int64(0)) }) } @@ -195,21 +115,374 @@ func TestHandler_Search_SourcePreserved(t *testing.T) { } } -func TestHandler_Search_MaxResultsFromConfig(t *testing.T) { - cfg := &types.DBConfig{ - Models: []string{"product"}, - MaxResults: 50, - } - h := NewHandler("builtin", cfg) +func TestHandler_BuildModelSchema(t *testing.T) { + h := NewHandler("builtin", nil) - req := &types.Request{ - Type: types.SearchTypeDB, - Query: "test", - Models: []string{"product"}, - // No limit in request, should use config's MaxResults + // Create a mock model for testing + mod := &model.Model{ + MetaData: model.MetaData{ + Table: model.Table{ + Name: "test_products", + }, + }, + Columns: map[string]*model.Column{ + "id": { + Name: "id", + Type: "ID", + Label: "ID", + }, + "name": { + Name: "name", + Type: "string", + Label: "Name", + Description: "Product name", + }, + "price": { + Name: "price", + Type: "decimal", + Label: "Price", + }, + }, + } + + schema := h.buildModelSchema(mod) + + assert.NotNil(t, schema) + assert.Equal(t, "test_products", schema["name"]) + + columns, ok := schema["columns"].([]map[string]interface{}) + assert.True(t, ok) + assert.Len(t, columns, 3) + + // Verify columns have required fields + for _, col := range columns { + assert.NotEmpty(t, col["name"]) + assert.NotEmpty(t, col["type"]) } - result, err := h.Search(req) - assert.NoError(t, err) - assert.NotNil(t, result) - // Skeleton doesn't actually use maxResults yet, but the test ensures the handler runs +} + +func TestHandler_BuildModelSchema_MultipleModels(t *testing.T) { + h := NewHandler("builtin", nil) + + // Create mock models for testing joins + productMod := &model.Model{ + MetaData: model.MetaData{ + Table: model.Table{Name: "products"}, + }, + Columns: map[string]*model.Column{ + "id": {Name: "id", Type: "ID"}, + "name": {Name: "name", Type: "string"}, + "category_id": {Name: "category_id", Type: "integer"}, + }, + } + + categoryMod := &model.Model{ + MetaData: model.MetaData{ + Table: model.Table{Name: "categories"}, + }, + Columns: map[string]*model.Column{ + "id": {Name: "id", Type: "ID"}, + "name": {Name: "name", Type: "string"}, + }, + } + + productSchema := h.buildModelSchema(productMod) + categorySchema := h.buildModelSchema(categoryMod) + + assert.Equal(t, "products", productSchema["name"]) + assert.Equal(t, "categories", categorySchema["name"]) + + // Verify both schemas can be combined into an array + schemas := []map[string]interface{}{productSchema, categorySchema} + assert.Len(t, schemas, 2) +} + +func TestHandler_ExtractTitle(t *testing.T) { + h := NewHandler("builtin", nil) + mod := &model.Model{} + + tests := []struct { + name string + record map[string]interface{} + expected string + }{ + { + name: "title field", + record: map[string]interface{}{"title": "Test Title", "id": 1}, + expected: "Test Title", + }, + { + name: "name field", + record: map[string]interface{}{"name": "Test Name", "id": 1}, + expected: "Test Name", + }, + { + name: "subject field", + record: map[string]interface{}{"subject": "Test Subject", "id": 1}, + expected: "Test Subject", + }, + { + name: "label field", + record: map[string]interface{}{"label": "Test Label", "id": 1}, + expected: "Test Label", + }, + { + name: "no title field", + record: map[string]interface{}{"id": 1, "price": 100}, + expected: "", + }, + { + name: "empty title", + record: map[string]interface{}{"title": "", "name": "Fallback"}, + expected: "Fallback", + }, + } + + for _, tt := range tests { + t.Run(tt.name, func(t *testing.T) { + title := h.extractTitle(tt.record, mod) + assert.Equal(t, tt.expected, title) + }) + } +} + +func TestHandler_ExtractContent(t *testing.T) { + h := NewHandler("builtin", nil) + mod := &model.Model{} + + tests := []struct { + name string + record map[string]interface{} + expectEmpty bool + }{ + { + name: "content field", + record: map[string]interface{}{"content": "Test Content"}, + expectEmpty: false, + }, + { + name: "description field", + record: map[string]interface{}{"description": "Test Description"}, + expectEmpty: false, + }, + { + name: "summary field", + record: map[string]interface{}{"summary": "Test Summary"}, + expectEmpty: false, + }, + { + name: "fallback to JSON", + record: map[string]interface{}{"id": 1, "price": 100}, + expectEmpty: false, // Should return JSON representation + }, + } + + for _, tt := range tests { + t.Run(tt.name, func(t *testing.T) { + content := h.extractContent(tt.record, mod) + if tt.expectEmpty { + assert.Empty(t, content) + } else { + assert.NotEmpty(t, content) + } + }) + } +} + +func TestHandler_ConvertToResultItems(t *testing.T) { + h := NewHandler("builtin", nil) + mod := &model.Model{ + PrimaryKey: "id", + } + + records := []map[string]interface{}{ + { + "id": 1, + "name": "Product 1", + "description": "Description 1", + "price": 99.99, + }, + { + "id": 2, + "title": "Product 2", + "content": "Content 2", + }, + } + + items := h.convertToResultItems(records, "product", mod, types.SourceAuto) + + assert.Len(t, items, 2) + + // First item + assert.Equal(t, types.SearchTypeDB, items[0].Type) + assert.Equal(t, types.SourceAuto, items[0].Source) + assert.Equal(t, "product", items[0].Model) + assert.Equal(t, 1, items[0].RecordID) + assert.Equal(t, "Product 1", items[0].Title) + assert.Equal(t, "Description 1", items[0].Content) + assert.NotNil(t, items[0].Data) + + // Second item + assert.Equal(t, 2, items[1].RecordID) + assert.Equal(t, "Product 2", items[1].Title) + assert.Equal(t, "Content 2", items[1].Content) +} + +func TestHandler_ConvertToResultItems_NilModel(t *testing.T) { + h := NewHandler("builtin", nil) + + records := []map[string]interface{}{ + {"id": 1, "name": "Test"}, + } + + // Should use default primary key "id" when model is nil + items := h.convertToResultItems(records, "test", nil, types.SourceHook) + + assert.Len(t, items, 1) + assert.Equal(t, 1, items[0].RecordID) + assert.Equal(t, "Test", items[0].Title) +} + +func TestHandler_Search_ScenarioTypes(t *testing.T) { + // Test that all scenario types are valid + scenarios := []types.ScenarioType{ + types.ScenarioFilter, + types.ScenarioAggregation, + types.ScenarioJoin, + types.ScenarioComplex, + } + + for _, scenario := range scenarios { + t.Run(string(scenario), func(t *testing.T) { + h := NewHandler("builtin", &types.DBConfig{Models: []string{"product"}}) + req := &types.Request{ + Type: types.SearchTypeDB, + Query: "test query", + Source: types.SourceAuto, + Models: []string{"product"}, + Scenario: scenario, + } + + // Without context, should return error (but scenario should be preserved in request) + result, err := h.Search(req) + assert.NoError(t, err) + assert.NotNil(t, result) + // Verify request scenario is set correctly + assert.Equal(t, scenario, req.Scenario) + }) + } +} + +func TestScenarioTypeConstants(t *testing.T) { + // Verify scenario type constants match expected values + assert.Equal(t, types.ScenarioType("filter"), types.ScenarioFilter) + assert.Equal(t, types.ScenarioType("aggregation"), types.ScenarioAggregation) + assert.Equal(t, types.ScenarioType("join"), types.ScenarioJoin) + assert.Equal(t, types.ScenarioType("complex"), types.ScenarioComplex) +} + +func TestHandler_MergeDSLConditions(t *testing.T) { + h := NewHandler("builtin", nil) + + t.Run("merge wheres", func(t *testing.T) { + dsl := &gou.QueryDSL{ + From: &gou.Table{Name: "users"}, + Wheres: []gou.Where{ + {Condition: gou.Condition{Field: &gou.Expression{Field: "status"}, Value: "active", OP: "="}}, + }, + } + req := &types.Request{ + Wheres: []gou.Where{ + {Condition: gou.Condition{Field: &gou.Expression{Field: "tenant_id"}, Value: 1, OP: "="}}, + }, + } + + h.mergeDSLConditions(dsl, req) + + // Preset wheres should be prepended + assert.Len(t, dsl.Wheres, 2) + assert.Equal(t, "tenant_id", dsl.Wheres[0].Field.Field) + assert.Equal(t, "status", dsl.Wheres[1].Field.Field) + }) + + t.Run("merge orders", func(t *testing.T) { + dsl := &gou.QueryDSL{ + From: &gou.Table{Name: "products"}, + Orders: gou.Orders{ + {Field: &gou.Expression{Field: "name"}, Sort: "asc"}, + }, + } + req := &types.Request{ + Orders: gou.Orders{ + {Field: &gou.Expression{Field: "created_at"}, Sort: "desc"}, + }, + } + + h.mergeDSLConditions(dsl, req) + + // Preset orders should be prepended + assert.Len(t, dsl.Orders, 2) + assert.Equal(t, "created_at", dsl.Orders[0].Field.Field) + assert.Equal(t, "name", dsl.Orders[1].Field.Field) + }) + + t.Run("merge select fields", func(t *testing.T) { + dsl := &gou.QueryDSL{ + From: &gou.Table{Name: "orders"}, + Select: []gou.Expression{ + {Field: "amount"}, + }, + } + req := &types.Request{ + Select: []string{"id", "status"}, + } + + h.mergeDSLConditions(dsl, req) + + // Preset select should be prepended + assert.Len(t, dsl.Select, 3) + assert.Equal(t, "id", dsl.Select[0].Field) + assert.Equal(t, "status", dsl.Select[1].Field) + assert.Equal(t, "amount", dsl.Select[2].Field) + }) + + t.Run("set limit from request", func(t *testing.T) { + dsl := &gou.QueryDSL{ + From: &gou.Table{Name: "users"}, + Limit: 0, + } + req := &types.Request{ + Limit: 50, + } + + h.mergeDSLConditions(dsl, req) + + assert.Equal(t, 50, dsl.Limit) + }) + + t.Run("preserve dsl limit if set", func(t *testing.T) { + dsl := &gou.QueryDSL{ + From: &gou.Table{Name: "users"}, + Limit: 10, + } + req := &types.Request{ + Limit: 50, + } + + h.mergeDSLConditions(dsl, req) + + // DSL limit should be preserved + assert.Equal(t, 10, dsl.Limit) + }) + + t.Run("nil dsl", func(t *testing.T) { + req := &types.Request{ + Wheres: []gou.Where{ + {Condition: gou.Condition{Field: &gou.Expression{Field: "id"}, Value: 1}}, + }, + } + + // Should not panic + h.mergeDSLConditions(nil, req) + }) } diff --git a/agent/search/handlers/web/agent.go b/agent/search/handlers/web/agent.go index e23c2bc6..0daa84d7 100644 --- a/agent/search/handlers/web/agent.go +++ b/agent/search/handlers/web/agent.go @@ -150,46 +150,20 @@ func (p *AgentProvider) Search(ctx *agentContext.Context, req *types.Request) (* }, nil } -// parseAgentResponse parses the agent response into search result items -// The agent should return a JSON structure with search results -func (p *AgentProvider) parseAgentResponse(response interface{}, source types.SourceType) ([]*types.ResultItem, int, string) { - if response == nil { +// parseAgentResponse parses the agent's *context.Response into search result items +// Now that agent.Stream() returns *context.Response directly, +// we can access fields without type assertions. +// +// The agent returns search results in response.Next field +func (p *AgentProvider) parseAgentResponse(response *agentContext.Response, source types.SourceType) ([]*types.ResultItem, int, string) { + if response == nil || response.Next == nil { return nil, 0, "Agent returned nil response" } - // Try to extract data from response - var data map[string]interface{} - - // Handle different response types - switch v := response.(type) { - case map[string]interface{}: - data = v - case string: - // Try to parse as JSON - if err := json.Unmarshal([]byte(v), &data); err != nil { - return nil, 0, fmt.Sprintf("Failed to parse agent response as JSON: %v", err) - } - default: - // Try to marshal and unmarshal - jsonBytes, err := json.Marshal(response) - if err != nil { - return nil, 0, fmt.Sprintf("Failed to serialize agent response: %v", err) - } - if err := json.Unmarshal(jsonBytes, &data); err != nil { - return nil, 0, fmt.Sprintf("Failed to parse agent response: %v", err) - } - } - - // Check for "next" field (custom hook data) - if next, hasNext := data["next"]; hasNext && next != nil { - if nextMap, ok := next.(map[string]interface{}); ok { - data = nextMap - } else if nextStr, ok := next.(string); ok { - // Try to parse as JSON - if err := json.Unmarshal([]byte(nextStr), &data); err != nil { - return nil, 0, fmt.Sprintf("Failed to parse next hook data: %v", err) - } - } + // Extract data from Next field + data := extractNextData(response.Next) + if data == nil { + return nil, 0, "Failed to extract data from agent response" } // Extract items from data @@ -230,3 +204,34 @@ func (p *AgentProvider) parseAgentResponse(response interface{}, source types.So return items, total, "" } + +// extractNextData extracts the actual data from response.Next field +// Handles nested structures like { "data": { ... } } +func extractNextData(next interface{}) map[string]interface{} { + if next == nil { + return nil + } + + switch v := next.(type) { + case map[string]interface{}: + // Check for "data" wrapper + if data, ok := v["data"].(map[string]interface{}); ok { + return data + } + return v + case string: + // Try to parse as JSON + var data map[string]interface{} + if err := json.Unmarshal([]byte(v), &data); err == nil { + return extractNextData(data) + } + } + // Try to handle other types by converting to JSON and back + if bytes, err := json.Marshal(next); err == nil { + var data map[string]interface{} + if err := json.Unmarshal(bytes, &data); err == nil { + return extractNextData(data) + } + } + return nil +} diff --git a/agent/search/interfaces/handler.go b/agent/search/interfaces/handler.go index 0820f10c..fc44a266 100644 --- a/agent/search/interfaces/handler.go +++ b/agent/search/interfaces/handler.go @@ -1,6 +1,7 @@ package interfaces import ( + "github.com/yaoapp/yao/agent/context" "github.com/yaoapp/yao/agent/search/types" ) @@ -12,3 +13,12 @@ type Handler interface { // Search executes the search and returns results Search(req *types.Request) (*types.Result, error) } + +// ContextHandler extends Handler with context support +// Handlers that need context (e.g., DB handler for QueryDSL generation) should implement this +type ContextHandler interface { + Handler + + // SearchWithContext executes the search with context and returns results + SearchWithContext(ctx *context.Context, req *types.Request) (*types.Result, error) +} diff --git a/agent/search/jsapi_db_test.go b/agent/search/jsapi_db_test.go new file mode 100644 index 00000000..5c315e68 --- /dev/null +++ b/agent/search/jsapi_db_test.go @@ -0,0 +1,191 @@ +package search_test + +import ( + "testing" + + "github.com/yaoapp/gou/model" + "github.com/yaoapp/yao/agent/context" + "github.com/yaoapp/yao/agent/search" + "github.com/yaoapp/yao/agent/search/types" + "github.com/yaoapp/yao/agent/testutils" + oauthTypes "github.com/yaoapp/yao/openapi/oauth/types" + + "github.com/stretchr/testify/assert" + "github.com/stretchr/testify/require" +) + +// ============================================================================ +// DB Search JSAPI Integration Tests +// ============================================================================ + +func TestJSAPI_DB_Integration(t *testing.T) { + // Skip if running short tests + if testing.Short() { + t.Skip("Skipping integration test") + } + + // Initialize test environment (loads models, database, query engine, etc.) + testutils.Prepare(t) + defer testutils.Clean(t) + + // Create test context + ctx := newJSAPITestContext(t) + + // Verify __yao.role model is loaded + mod := model.Select("__yao.role") + require.NotNil(t, mod, "__yao.role model should be loaded") + + // Ensure test data exists + ensureJSAPITestRole(t, mod) + + t.Run("db_search_with_context", func(t *testing.T) { + api := search.NewJSAPI(ctx, &types.Config{ + DB: &types.DBConfig{ + Models: []string{"__yao.role"}, + MaxResults: 10, + }, + }, &search.Uses{QueryDSL: "builtin"}) + + result := api.DB("查询所有角色", map[string]interface{}{ + "models": []interface{}{"__yao.role"}, + "limit": float64(10), + }) + + require.NotNil(t, result) + r, ok := result.(*types.Result) + require.True(t, ok) + + assert.Equal(t, types.SearchTypeDB, r.Type) + assert.Equal(t, "查询所有角色", r.Query) + assert.Equal(t, types.SourceHook, r.Source) + + if r.Error != "" { + t.Logf("Search error: %s", r.Error) + } + assert.Empty(t, r.Error, "Should not have error") + assert.Greater(t, len(r.Items), 0, "Should have results") + }) + + t.Run("db_search_with_scenario", func(t *testing.T) { + api := search.NewJSAPI(ctx, &types.Config{ + DB: &types.DBConfig{ + Models: []string{"__yao.role"}, + MaxResults: 5, + }, + }, &search.Uses{QueryDSL: "builtin"}) + + result := api.DB("查询系统角色", map[string]interface{}{ + "models": []interface{}{"__yao.role"}, + "scenario": "filter", + "limit": float64(5), + }) + + require.NotNil(t, result) + r, ok := result.(*types.Result) + require.True(t, ok) + + assert.Equal(t, types.SearchTypeDB, r.Type) + assert.LessOrEqual(t, len(r.Items), 5, "Should respect limit") + }) + + t.Run("db_search_with_select_fields", func(t *testing.T) { + api := search.NewJSAPI(ctx, &types.Config{ + DB: &types.DBConfig{ + Models: []string{"__yao.role"}, + MaxResults: 10, + }, + }, &search.Uses{QueryDSL: "builtin"}) + + result := api.DB("查询角色名称", map[string]interface{}{ + "models": []interface{}{"__yao.role"}, + "select": []interface{}{"id", "name", "description"}, + "limit": float64(10), + }) + + require.NotNil(t, result) + r, ok := result.(*types.Result) + require.True(t, ok) + + assert.Equal(t, types.SearchTypeDB, r.Type) + if r.Error == "" && len(r.Items) > 0 { + // Verify items have data + for _, item := range r.Items { + assert.NotNil(t, item.Data) + assert.Equal(t, "__yao.role", item.Model) + } + } + }) + + t.Run("db_search_all_with_multiple_types", func(t *testing.T) { + api := search.NewJSAPI(ctx, &types.Config{ + KB: &types.KBConfig{Collections: []string{"docs"}}, + DB: &types.DBConfig{ + Models: []string{"__yao.role"}, + MaxResults: 10, + }, + }, &search.Uses{QueryDSL: "builtin"}) + + requests := []interface{}{ + map[string]interface{}{ + "type": "db", + "query": "查询角色", + "models": []interface{}{"__yao.role"}, + "limit": float64(5), + }, + map[string]interface{}{ + "type": "kb", + "query": "知识库查询", + "collections": []interface{}{"docs"}, + "limit": float64(5), + }, + } + + results := api.All(requests) + require.Len(t, results, 2) + + // DB result + r0, ok := results[0].(*types.Result) + require.True(t, ok) + assert.Equal(t, types.SearchTypeDB, r0.Type) + + // KB result + r1, ok := results[1].(*types.Result) + require.True(t, ok) + assert.Equal(t, types.SearchTypeKB, r1.Type) + }) +} + +// newJSAPITestContext creates a test context for JSAPI tests +func newJSAPITestContext(t *testing.T) *context.Context { + t.Helper() + authorized := &oauthTypes.AuthorizedInfo{ + UserID: "test-user-jsapi", + } + chatID := "test-chat-jsapi-db" + ctx := context.New(t.Context(), authorized, chatID) + return ctx +} + +// ensureJSAPITestRole ensures there's at least one role in the database +func ensureJSAPITestRole(t *testing.T, mod *model.Model) { + t.Helper() + + // Try to find existing roles + rows, err := mod.Get(model.QueryParam{Limit: 1}) + if err == nil && len(rows) > 0 { + return + } + + // Create a test role + _, err = mod.Create(map[string]interface{}{ + "role_id": "jsapi_test_role", + "name": "JSAPI Test Role", + "description": "A test role for JSAPI unit testing", + "is_active": true, + "is_system": false, + "level": 1, + }) + if err != nil { + t.Logf("Note: Could not create test role: %v", err) + } +} diff --git a/agent/search/nlp/keyword/agent.go b/agent/search/nlp/keyword/agent.go index 22f72c08..ae384f91 100644 --- a/agent/search/nlp/keyword/agent.go +++ b/agent/search/nlp/keyword/agent.go @@ -23,8 +23,8 @@ func NewAgentProvider(agentID string) *AgentProvider { } // Extract extracts keywords by calling the target agent -// The agent receives the content and returns extracted keywords -func (p *AgentProvider) Extract(ctx *agentContext.Context, content string, opts *types.KeywordOptions) ([]string, error) { +// The agent receives the content and returns extracted keywords with weights +func (p *AgentProvider) Extract(ctx *agentContext.Context, content string, opts *types.KeywordOptions) ([]types.Keyword, error) { if ctx == nil { return nil, fmt.Errorf("context is required for agent keyword extraction") } @@ -64,73 +64,64 @@ func (p *AgentProvider) Extract(ctx *agentContext.Context, content string, opts }, } - result, err := agent.Stream(ctx, messages, options) + response, err := agent.Stream(ctx, messages, options) if err != nil { return nil, fmt.Errorf("agent call failed: %w", err) } - // Debug: log the result type and value - // fmt.Printf("DEBUG Agent result type: %T, value: %+v\n", result, result) - - // Parse the result - return p.parseResult(result) + // Parse the result from response.Next + return p.parseResponse(response) } -// parseResult extracts keywords from the agent's response -// The agent should return data in NextHookResponse format: { data: { keywords: [...] } } -// The Stream() response wraps this in: { next: { data: { keywords: [...] } } } -func (p *AgentProvider) parseResult(result interface{}) ([]string, error) { - if result == nil { - return []string{}, nil +// parseResponse extracts keywords from the agent's *context.Response +// Now that agent.Stream() returns *context.Response directly, +// we can access fields without type assertions. +// +// The agent returns keywords in response.Next field as {data: {keywords: [{k, w}, ...]}} +func (p *AgentProvider) parseResponse(response *agentContext.Response) ([]types.Keyword, error) { + if response == nil || response.Next == nil { + return []types.Keyword{}, nil + } + + return p.parseNextData(response.Next) +} + +// parseNextData extracts keywords from Next hook data +// Expected format: {data: {keywords: [{k: "keyword", w: 0.9}, ...]}} +func (p *AgentProvider) parseNextData(next interface{}) ([]types.Keyword, error) { + if next == nil { + return []types.Keyword{}, nil } // Try to convert to map first (most common case) var data map[string]interface{} - switch v := result.(type) { + switch v := next.(type) { case map[string]interface{}: data = v case string: // Try to parse as JSON if err := json.Unmarshal([]byte(v), &data); err != nil { - // Not a JSON object, try as array - var keywords []string + // Not a JSON object, try as array of keywords + var keywords []types.Keyword if err := json.Unmarshal([]byte(v), &keywords); err == nil { return keywords, nil } - // Return as single keyword - return []string{v}, nil + // Return as single keyword with default weight + return []types.Keyword{{K: v, W: 0.5}}, nil } - case []string: + case []types.Keyword: return v, nil case []interface{}: - keywords := make([]string, 0, len(v)) - for _, item := range v { - if s, ok := item.(string); ok { - keywords = append(keywords, s) - } - } - return keywords, nil + return p.extractKeywordsFromArray(v) default: // Try to marshal and unmarshal - jsonBytes, err := json.Marshal(result) + jsonBytes, err := json.Marshal(next) if err != nil { - return []string{}, nil + return []types.Keyword{}, nil } if err := json.Unmarshal(jsonBytes, &data); err != nil { - return []string{}, nil - } - } - - // Check for "next" field (custom hook data from NextHookResponse) - // Stream() returns: { next: { data: { keywords: [...] } } } - if next, hasNext := data["next"]; hasNext && next != nil { - if nextMap, ok := next.(map[string]interface{}); ok { - data = nextMap - } else if nextStr, ok := next.(string); ok { - if err := json.Unmarshal([]byte(nextStr), &data); err != nil { - return []string{}, nil - } + return []types.Keyword{}, nil } } @@ -148,28 +139,48 @@ func (p *AgentProvider) parseResult(result interface{}) ([]string, error) { return p.extractKeywordsFromValue(d) } - return []string{}, nil + return []types.Keyword{}, nil } -// extractKeywordsFromValue extracts string array from various types -func (p *AgentProvider) extractKeywordsFromValue(v interface{}) ([]string, error) { +// extractKeywordsFromValue extracts Keyword array from various types +func (p *AgentProvider) extractKeywordsFromValue(v interface{}) ([]types.Keyword, error) { switch kw := v.(type) { - case []string: + case []types.Keyword: return kw, nil case []interface{}: - keywords := make([]string, 0, len(kw)) - for _, item := range kw { - if s, ok := item.(string); ok { - keywords = append(keywords, s) - } - } - return keywords, nil + return p.extractKeywordsFromArray(kw) case string: - var keywords []string + var keywords []types.Keyword if err := json.Unmarshal([]byte(kw), &keywords); err == nil { return keywords, nil } - return []string{kw}, nil + return []types.Keyword{{K: kw, W: 0.5}}, nil } - return []string{}, nil + return []types.Keyword{}, nil +} + +// extractKeywordsFromArray extracts keywords from []interface{} +// Handles both {k, w} objects and plain strings +func (p *AgentProvider) extractKeywordsFromArray(items []interface{}) ([]types.Keyword, error) { + keywords := make([]types.Keyword, 0, len(items)) + for _, item := range items { + switch v := item.(type) { + case map[string]interface{}: + // Handle {k: "keyword", w: 0.9} format + k, _ := v["k"].(string) + w, _ := v["w"].(float64) + if k != "" { + if w == 0 { + w = 0.5 // Default weight + } + keywords = append(keywords, types.Keyword{K: k, W: w}) + } + case string: + // Plain string, use default weight + if v != "" { + keywords = append(keywords, types.Keyword{K: v, W: 0.5}) + } + } + } + return keywords, nil } diff --git a/agent/search/nlp/keyword/builtin.go b/agent/search/nlp/keyword/builtin.go deleted file mode 100644 index d649c09c..00000000 --- a/agent/search/nlp/keyword/builtin.go +++ /dev/null @@ -1,243 +0,0 @@ -package keyword - -import ( - "regexp" - "sort" - "strings" - "unicode" -) - -// BuiltinExtractor implements simple frequency-based keyword extraction -// This is a lightweight implementation with no external dependencies. -// -// Algorithm: -// 1. Tokenize text (split by whitespace and punctuation) -// 2. Normalize (lowercase, trim) -// 3. Filter stop words and short words -// 4. Count word frequency -// 5. Return top N words by frequency -// -// Limitations: -// - No semantic understanding -// - No phrase extraction (single words only) -// - Basic Chinese support (splits by punctuation, no proper segmentation) -// -// For better results, use Agent or MCP mode with LLM-based extraction. -type BuiltinExtractor struct { - stopWords map[string]bool - minLength int // minimum word length to consider -} - -// Result represents an extracted keyword with its score -type Result struct { - Word string `json:"word"` - Score float64 `json:"score"` // frequency-based score (0-1) -} - -// NewBuiltinExtractor creates a new builtin keyword extractor -func NewBuiltinExtractor() *BuiltinExtractor { - return &BuiltinExtractor{ - stopWords: defaultStopWords, - minLength: 2, - } -} - -// Extract extracts keywords from text using frequency-based algorithm -func (e *BuiltinExtractor) Extract(text string, limit int) []Result { - if text == "" || limit <= 0 { - return []Result{} - } - - // Step 1: Tokenize - tokens := e.tokenize(text) - - // Step 2 & 3: Normalize and filter - var words []string - for _, token := range tokens { - word := e.normalize(token) - if e.shouldKeep(word) { - words = append(words, word) - } - } - - if len(words) == 0 { - return []Result{} - } - - // Step 4: Count frequency - freq := make(map[string]int) - for _, word := range words { - freq[word]++ - } - - // Step 5: Sort by frequency and return top N - type wordFreq struct { - word string - freq int - } - var sorted []wordFreq - for word, count := range freq { - sorted = append(sorted, wordFreq{word, count}) - } - sort.Slice(sorted, func(i, j int) bool { - return sorted[i].freq > sorted[j].freq - }) - - // Calculate max frequency for normalization - maxFreq := 1 - if len(sorted) > 0 { - maxFreq = sorted[0].freq - } - - // Build result with normalized scores - result := make([]Result, 0, limit) - for i := 0; i < len(sorted) && i < limit; i++ { - result = append(result, Result{ - Word: sorted[i].word, - Score: float64(sorted[i].freq) / float64(maxFreq), - }) - } - - return result -} - -// ExtractAsStrings is a convenience method that returns just the keyword strings -func (e *BuiltinExtractor) ExtractAsStrings(text string, limit int) []string { - results := e.Extract(text, limit) - words := make([]string, len(results)) - for i, r := range results { - words[i] = r.Word - } - return words -} - -// tokenize splits text into tokens -// Handles both English (space-separated) and Chinese (character-based with punctuation splits) -func (e *BuiltinExtractor) tokenize(text string) []string { - // Split by whitespace and common punctuation - splitter := regexp.MustCompile(`[\s\p{P}\p{S}]+`) - tokens := splitter.Split(text, -1) - - // Further split mixed Chinese/English text - var result []string - for _, token := range tokens { - if token == "" { - continue - } - // Split Chinese characters as individual tokens (basic approach) - // For proper Chinese segmentation, use Agent/MCP mode - subTokens := e.splitMixedText(token) - result = append(result, subTokens...) - } - - return result -} - -// splitMixedText handles mixed Chinese/English text -// Chinese characters are grouped together, English words stay as-is -func (e *BuiltinExtractor) splitMixedText(text string) []string { - var result []string - var current strings.Builder - var lastType int // 0=none, 1=chinese, 2=other - - for _, r := range text { - currentType := 0 - if unicode.Is(unicode.Han, r) { - currentType = 1 - } else if unicode.IsLetter(r) || unicode.IsDigit(r) { - currentType = 2 - } - - if currentType == 0 { - // Non-word character, flush current - if current.Len() > 0 { - result = append(result, current.String()) - current.Reset() - } - lastType = 0 - continue - } - - if lastType != 0 && lastType != currentType { - // Type changed, flush current - if current.Len() > 0 { - result = append(result, current.String()) - current.Reset() - } - } - - current.WriteRune(r) - lastType = currentType - } - - // Flush remaining - if current.Len() > 0 { - result = append(result, current.String()) - } - - return result -} - -// normalize converts word to lowercase and trims whitespace -func (e *BuiltinExtractor) normalize(word string) string { - return strings.ToLower(strings.TrimSpace(word)) -} - -// shouldKeep checks if a word should be kept (not a stop word, meets length requirement) -func (e *BuiltinExtractor) shouldKeep(word string) bool { - if len(word) < e.minLength { - return false - } - if e.stopWords[word] { - return false - } - // Keep if it contains at least one letter or Chinese character - for _, r := range word { - if unicode.IsLetter(r) { - return true - } - } - return false -} - -// defaultStopWords contains common stop words for English and Chinese -// This is a minimal set to keep the implementation lightweight. -// For comprehensive stop word filtering, use Agent/MCP mode. -var defaultStopWords = map[string]bool{ - // English stop words (most common ~100) - "a": true, "an": true, "the": true, "and": true, "or": true, "but": true, - "is": true, "are": true, "was": true, "were": true, "be": true, "been": true, "being": true, - "have": true, "has": true, "had": true, "do": true, "does": true, "did": true, - "will": true, "would": true, "could": true, "should": true, "may": true, "might": true, - "must": true, "shall": true, "can": true, "need": true, "dare": true, - "i": true, "you": true, "he": true, "she": true, "it": true, "we": true, "they": true, - "me": true, "him": true, "her": true, "us": true, "them": true, - "my": true, "your": true, "his": true, "its": true, "our": true, "their": true, - "mine": true, "yours": true, "hers": true, "ours": true, "theirs": true, - "this": true, "that": true, "these": true, "those": true, - "what": true, "which": true, "who": true, "whom": true, "whose": true, - "where": true, "when": true, "why": true, "how": true, - "all": true, "each": true, "every": true, "both": true, "few": true, "more": true, - "most": true, "other": true, "some": true, "such": true, "no": true, "not": true, - "only": true, "same": true, "so": true, "than": true, "too": true, "very": true, - "just": true, "also": true, "now": true, "here": true, "there": true, - "in": true, "on": true, "at": true, "by": true, "for": true, "with": true, - "about": true, "against": true, "between": true, "into": true, "through": true, - "during": true, "before": true, "after": true, "above": true, "below": true, - "to": true, "from": true, "up": true, "down": true, "out": true, "off": true, - "over": true, "under": true, "again": true, "further": true, "then": true, "once": true, - "as": true, "if": true, "because": true, "until": true, "while": true, - - // Chinese stop words (most common ~50) - "的": true, "了": true, "和": true, "是": true, "就": true, - "都": true, "而": true, "及": true, "与": true, "着": true, - "或": true, "一个": true, "没有": true, "我们": true, "你们": true, - "他们": true, "它们": true, "这个": true, "那个": true, "这些": true, - "那些": true, "这里": true, "那里": true, "什么": true, "怎么": true, - "为什么": true, "哪里": true, "谁": true, "哪个": true, "多少": true, - "在": true, "有": true, "个": true, "中": true, "为": true, - "以": true, "于": true, "上": true, "下": true, "不": true, - "也": true, "很": true, "到": true, "说": true, "要": true, - "会": true, "可以": true, "这": true, "那": true, "但": true, - "如果": true, "因为": true, "所以": true, "虽然": true, "但是": true, -} diff --git a/agent/search/nlp/keyword/builtin_test.go b/agent/search/nlp/keyword/builtin_test.go deleted file mode 100644 index 17b31b5b..00000000 --- a/agent/search/nlp/keyword/builtin_test.go +++ /dev/null @@ -1,137 +0,0 @@ -package keyword - -import ( - "testing" - - "github.com/stretchr/testify/assert" -) - -func TestBuiltinExtractor_Extract(t *testing.T) { - extractor := NewBuiltinExtractor() - - tests := []struct { - name string - text string - limit int - minCount int // minimum expected keywords - }{ - { - name: "English text", - text: "The quick brown fox jumps over the lazy dog. The fox is very quick.", - limit: 5, - minCount: 3, // fox, quick, etc. - }, - { - name: "Chinese text", - text: "人工智能技术正在快速发展，机器学习和深度学习是人工智能的核心技术", - limit: 5, - minCount: 2, - }, - { - name: "Mixed text", - text: "AI人工智能 machine learning 机器学习 deep learning 深度学习", - limit: 10, - minCount: 3, - }, - { - name: "Empty text", - text: "", - limit: 5, - minCount: 0, - }, - { - name: "Only stop words", - text: "the a an is are was were", - limit: 5, - minCount: 0, - }, - { - name: "Technical query", - text: "How to implement a search engine with Elasticsearch and Redis caching?", - limit: 5, - minCount: 3, // search, engine, elasticsearch, redis, caching - }, - } - - for _, tt := range tests { - t.Run(tt.name, func(t *testing.T) { - results := extractor.Extract(tt.text, tt.limit) - assert.GreaterOrEqual(t, len(results), tt.minCount, "Expected at least %d keywords", tt.minCount) - assert.LessOrEqual(t, len(results), tt.limit, "Should not exceed limit") - - // Check scores are valid - for _, r := range results { - assert.NotEmpty(t, r.Word) - assert.GreaterOrEqual(t, r.Score, 0.0) - assert.LessOrEqual(t, r.Score, 1.0) - } - }) - } -} - -func TestBuiltinExtractor_ExtractAsStrings(t *testing.T) { - extractor := NewBuiltinExtractor() - - text := "Machine learning and deep learning are subfields of artificial intelligence" - keywords := extractor.ExtractAsStrings(text, 5) - - assert.NotEmpty(t, keywords) - assert.LessOrEqual(t, len(keywords), 5) - - // Check that common ML terms are extracted - keywordSet := make(map[string]bool) - for _, k := range keywords { - keywordSet[k] = true - } - assert.True(t, keywordSet["learning"] || keywordSet["machine"] || keywordSet["artificial"], - "Expected at least one relevant keyword") -} - -func TestBuiltinExtractor_StopWords(t *testing.T) { - extractor := NewBuiltinExtractor() - - // Test that stop words are filtered - text := "the quick brown fox is very lazy" - results := extractor.Extract(text, 10) - - for _, r := range results { - assert.NotEqual(t, "the", r.Word) - assert.NotEqual(t, "is", r.Word) - assert.NotEqual(t, "very", r.Word) - } -} - -func TestBuiltinExtractor_Frequency(t *testing.T) { - extractor := NewBuiltinExtractor() - - // Word "search" appears 3 times, should rank higher - text := "search engine optimization, search ranking, search results" - results := extractor.Extract(text, 3) - - assert.NotEmpty(t, results) - // "search" should be the top keyword - assert.Equal(t, "search", results[0].Word) - assert.Equal(t, 1.0, results[0].Score) // highest frequency = 1.0 -} - -func TestBuiltinExtractor_ZeroLimit(t *testing.T) { - extractor := NewBuiltinExtractor() - - results := extractor.Extract("some text here", 0) - assert.Empty(t, results) -} - -func TestBuiltinExtractor_ChineseStopWords(t *testing.T) { - extractor := NewBuiltinExtractor() - - // Test that Chinese stop words are filtered - text := "这是一个关于人工智能的文章" - results := extractor.Extract(text, 10) - - for _, r := range results { - assert.NotEqual(t, "这", r.Word) - assert.NotEqual(t, "是", r.Word) - assert.NotEqual(t, "一个", r.Word) - assert.NotEqual(t, "的", r.Word) - } -} diff --git a/agent/search/nlp/keyword/extractor.go b/agent/search/nlp/keyword/extractor.go index 7a5c6ba9..83a3ee23 100644 --- a/agent/search/nlp/keyword/extractor.go +++ b/agent/search/nlp/keyword/extractor.go @@ -1,19 +1,21 @@ // Package keyword provides keyword extraction for web search optimization // Supports three modes via uses.keyword configuration: -// - "builtin": Simple frequency-based extraction (no external dependencies) -// - "": Delegate to an LLM-powered assistant for high-quality extraction +// - "builtin" or "": Uses __yao.keyword system agent (LLM-powered) +// - "": Delegate to a custom LLM-powered assistant // - "mcp:.": Call external MCP tool -// -// For production use cases requiring high accuracy, use Agent or MCP mode. package keyword import ( + "fmt" "strings" "github.com/yaoapp/yao/agent/context" "github.com/yaoapp/yao/agent/search/types" ) +// SystemKeywordAgent is the default system agent for keyword extraction +const SystemKeywordAgent = "__yao.keyword" + // Extractor extracts keywords from text // Mode is determined by uses.keyword configuration type Extractor struct { @@ -32,19 +34,20 @@ func NewExtractor(usesKeyword string, cfg *types.KeywordConfig) *Extractor { } // Extract extracts keywords from content based on configured mode -// Returns a list of keywords optimized for search queries -func (e *Extractor) Extract(ctx *context.Context, content string, opts *types.KeywordOptions) ([]string, error) { +// Returns a list of keywords with weights optimized for search queries +func (e *Extractor) Extract(ctx *context.Context, content string, opts *types.KeywordOptions) ([]types.Keyword, error) { // Merge options with config defaults mergedOpts := e.mergeOptions(opts) switch { case e.usesKeyword == "builtin" || e.usesKeyword == "": - return e.builtinExtract(content, mergedOpts) + // Use system keyword agent + return e.agentExtract(ctx, content, SystemKeywordAgent, mergedOpts) case strings.HasPrefix(e.usesKeyword, "mcp:"): return e.mcpExtract(ctx, content, mergedOpts) default: // Assume it's an assistant ID for Agent mode - return e.agentExtract(ctx, content, mergedOpts) + return e.agentExtract(ctx, content, e.usesKeyword, mergedOpts) } } @@ -78,29 +81,24 @@ func (e *Extractor) mergeOptions(opts *types.KeywordOptions) *types.KeywordOptio return result } -// builtinExtract uses simple frequency-based extraction -// This is a lightweight implementation with no external dependencies. -// For better results, use Agent or MCP mode. -func (e *Extractor) builtinExtract(content string, opts *types.KeywordOptions) ([]string, error) { - extractor := NewBuiltinExtractor() - return extractor.ExtractAsStrings(content, opts.MaxKeywords), nil -} - // agentExtract delegates to an LLM-powered assistant // The assistant can understand context and extract semantically relevant keywords -func (e *Extractor) agentExtract(ctx *context.Context, content string, opts *types.KeywordOptions) ([]string, error) { - provider := NewAgentProvider(e.usesKeyword) +func (e *Extractor) agentExtract(ctx *context.Context, content string, agentID string, opts *types.KeywordOptions) ([]types.Keyword, error) { + if ctx == nil { + return nil, fmt.Errorf("context is required for keyword extraction") + } + provider := NewAgentProvider(agentID) return provider.Extract(ctx, content, opts) } // mcpExtract calls an external MCP tool // Format: "mcp:." -func (e *Extractor) mcpExtract(ctx *context.Context, content string, opts *types.KeywordOptions) ([]string, error) { +func (e *Extractor) mcpExtract(ctx *context.Context, content string, opts *types.KeywordOptions) ([]types.Keyword, error) { mcpRef := strings.TrimPrefix(e.usesKeyword, "mcp:") provider, err := NewMCPProvider(mcpRef) if err != nil { - // Fallback to builtin on invalid MCP format - return e.builtinExtract(content, opts) + // Fallback to system agent on invalid MCP format + return e.agentExtract(ctx, content, SystemKeywordAgent, e.mergeOptions(nil)) } return provider.Extract(ctx, content, opts) } diff --git a/agent/search/nlp/keyword/extractor_test.go b/agent/search/nlp/keyword/extractor_test.go index ce29596f..ba91eb93 100644 --- a/agent/search/nlp/keyword/extractor_test.go +++ b/agent/search/nlp/keyword/extractor_test.go @@ -8,56 +8,48 @@ import ( "github.com/yaoapp/yao/agent/search/types" ) -func TestExtractor_BuiltinMode(t *testing.T) { - // Test builtin mode (no external dependencies) +func TestExtractor_BuiltinMode_RequiresContext(t *testing.T) { + // Test builtin mode requires context (now uses __yao.keyword agent) extractor := keyword.NewExtractor("builtin", &types.KeywordConfig{ MaxKeywords: 5, Language: "auto", }) - keywords, err := extractor.Extract(nil, "How to build a search engine with Elasticsearch?", nil) - assert.NoError(t, err) - assert.NotEmpty(t, keywords) - assert.LessOrEqual(t, len(keywords), 5) + // Without context, should return error + _, err := extractor.Extract(nil, "How to build a search engine with Elasticsearch?", nil) + assert.Error(t, err) + assert.Contains(t, err.Error(), "context is required") } -func TestExtractor_EmptyUsesKeyword(t *testing.T) { - // Empty uses.keyword should default to builtin +func TestExtractor_EmptyUsesKeyword_RequiresContext(t *testing.T) { + // Empty uses.keyword should default to __yao.keyword agent extractor := keyword.NewExtractor("", nil) - keywords, err := extractor.Extract(nil, "Machine learning algorithms", nil) - assert.NoError(t, err) - assert.NotEmpty(t, keywords) + // Without context, should return error + _, err := extractor.Extract(nil, "Machine learning algorithms", nil) + assert.Error(t, err) + assert.Contains(t, err.Error(), "context is required") } -func TestExtractor_RuntimeOptionsOverride(t *testing.T) { - // Config has max_keywords=10, but runtime opts override to 3 - extractor := keyword.NewExtractor("builtin", &types.KeywordConfig{ - MaxKeywords: 10, - }) +func TestExtractor_AgentMode_RequiresContext(t *testing.T) { + // Custom agent mode requires context + extractor := keyword.NewExtractor("custom.keyword.agent", nil) - keywords, err := extractor.Extract(nil, "one two three four five six seven eight nine ten", &types.KeywordOptions{ - MaxKeywords: 3, - }) - assert.NoError(t, err) - assert.LessOrEqual(t, len(keywords), 3) + _, err := extractor.Extract(nil, "Test query", nil) + assert.Error(t, err) + assert.Contains(t, err.Error(), "context is required") } -func TestExtractor_ConfigDefaults(t *testing.T) { - // No config, should use defaults - extractor := keyword.NewExtractor("builtin", nil) - - keywords, err := extractor.Extract(nil, "Test query for keyword extraction", nil) - assert.NoError(t, err) - assert.NotEmpty(t, keywords) - assert.LessOrEqual(t, len(keywords), 10) // default max_keywords is 10 -} - -func TestExtractor_InvalidMCPFormat(t *testing.T) { - // Invalid MCP format should fallback to builtin +func TestExtractor_MCPMode_InvalidFormat(t *testing.T) { + // Invalid MCP format should fallback to system agent (which requires context) extractor := keyword.NewExtractor("mcp:invalid", nil) - keywords, err := extractor.Extract(nil, "Test query", nil) - assert.NoError(t, err) - assert.NotEmpty(t, keywords) + _, err := extractor.Extract(nil, "Test query", nil) + assert.Error(t, err) + assert.Contains(t, err.Error(), "context is required") +} + +func TestExtractor_SystemKeywordAgentConstant(t *testing.T) { + // Verify the system keyword agent constant + assert.Equal(t, "__yao.keyword", keyword.SystemKeywordAgent) } diff --git a/agent/search/nlp/keyword/mcp.go b/agent/search/nlp/keyword/mcp.go index d196cd60..6772599f 100644 --- a/agent/search/nlp/keyword/mcp.go +++ b/agent/search/nlp/keyword/mcp.go @@ -31,7 +31,7 @@ func NewMCPProvider(mcpRef string) (*MCPProvider, error) { } // Extract extracts keywords by calling the MCP tool -func (p *MCPProvider) Extract(ctx *agentContext.Context, content string, opts *types.KeywordOptions) ([]string, error) { +func (p *MCPProvider) Extract(ctx *agentContext.Context, content string, opts *types.KeywordOptions) ([]types.Keyword, error) { // Get MCP client client, err := mcp.Select(p.serverID) if err != nil { @@ -56,9 +56,9 @@ func (p *MCPProvider) Extract(ctx *agentContext.Context, content string, opts *t } // parseResult extracts keywords from the MCP tool response -func (p *MCPProvider) parseResult(result *gouMCPTypes.CallToolResponse) ([]string, error) { +func (p *MCPProvider) parseResult(result *gouMCPTypes.CallToolResponse) ([]types.Keyword, error) { if result == nil { - return []string{}, nil + return []types.Keyword{}, nil } // Check for errors in result @@ -72,7 +72,7 @@ func (p *MCPProvider) parseResult(result *gouMCPTypes.CallToolResponse) ([]strin // Parse content - expect JSON data with "keywords" field if len(result.Content) == 0 { - return []string{}, nil + return []types.Keyword{}, nil } // Try to extract keywords from content @@ -88,36 +88,50 @@ func (p *MCPProvider) parseResult(result *gouMCPTypes.CallToolResponse) ([]strin } } - // Try to parse as direct array - var keywords []string + // Try to parse as direct array of keywords + var keywords []types.Keyword if err := json.Unmarshal([]byte(content.Text), &keywords); err == nil { return keywords, nil } } } - return []string{}, nil + return []types.Keyword{}, nil } -// extractKeywordsFromValue extracts string array from various types -func (p *MCPProvider) extractKeywordsFromValue(v interface{}) ([]string, error) { +// extractKeywordsFromValue extracts Keyword array from various types +func (p *MCPProvider) extractKeywordsFromValue(v interface{}) ([]types.Keyword, error) { switch kw := v.(type) { - case []string: + case []types.Keyword: return kw, nil case []interface{}: - keywords := make([]string, 0, len(kw)) + keywords := make([]types.Keyword, 0, len(kw)) for _, item := range kw { - if s, ok := item.(string); ok { - keywords = append(keywords, s) + switch v := item.(type) { + case map[string]interface{}: + // Handle {k: "keyword", w: 0.9} format + k, _ := v["k"].(string) + w, _ := v["w"].(float64) + if k != "" { + if w == 0 { + w = 0.5 // Default weight + } + keywords = append(keywords, types.Keyword{K: k, W: w}) + } + case string: + // Plain string, use default weight + if v != "" { + keywords = append(keywords, types.Keyword{K: v, W: 0.5}) + } } } return keywords, nil case string: - var keywords []string + var keywords []types.Keyword if err := json.Unmarshal([]byte(kw), &keywords); err == nil { return keywords, nil } - return []string{kw}, nil + return []types.Keyword{{K: kw, W: 0.5}}, nil } - return []string{}, nil + return []types.Keyword{}, nil } diff --git a/agent/search/nlp/keyword/mcp_test.go b/agent/search/nlp/keyword/mcp_test.go index 77a3f993..40f40e3e 100644 --- a/agent/search/nlp/keyword/mcp_test.go +++ b/agent/search/nlp/keyword/mcp_test.go @@ -72,13 +72,13 @@ func TestMCPProviderWithCustomOptions(t *testing.T) { } func TestMCPProviderInvalidFormat(t *testing.T) { - // Test invalid MCP format fallback to builtin + // Test invalid MCP format fallback to system agent (requires context) extractor := keyword.NewExtractor("mcp:invalid", nil) - // Should fallback to builtin (no error) - keywords, err := extractor.Extract(nil, "test content for keyword extraction", nil) - assert.NoError(t, err) - assert.NotEmpty(t, keywords, "Should fallback to builtin and extract keywords") + // Should fallback to system agent which requires context + _, err := extractor.Extract(nil, "test content for keyword extraction", nil) + assert.Error(t, err) + assert.Contains(t, err.Error(), "context is required") } func TestMCPProviderServerNotFound(t *testing.T) { diff --git a/agent/search/nlp/querydsl/agent.go b/agent/search/nlp/querydsl/agent.go index 7142d9a5..85d6aa60 100644 --- a/agent/search/nlp/querydsl/agent.go +++ b/agent/search/nlp/querydsl/agent.go @@ -45,15 +45,14 @@ func (p *AgentProvider) Generate(ctx *agentContext.Context, input *Input) (*Resu var lastLintErrors string for attempt := 1; attempt <= MaxRetries; attempt++ { - // Build the request message - requestData := p.buildRequestData(input, attempt, lastLintErrors) - requestJSON, _ := json.Marshal(requestData) + // Build the request message in the format expected by querydsl agent + requestMessage := p.buildRequestMessage(input, attempt, lastLintErrors) // Create message for the agent messages := []agentContext.Message{ { Role: "user", - Content: string(requestJSON), + Content: requestMessage, }, } @@ -71,8 +70,8 @@ func (p *AgentProvider) Generate(ctx *agentContext.Context, input *Input) (*Resu continue } - // Parse the result - genResult, err := p.parseResult(result) + // Parse the result from response + genResult, err := p.parseResponse(result) if err != nil { lastError = err continue @@ -103,27 +102,32 @@ func (p *AgentProvider) Generate(ctx *agentContext.Context, input *Input) (*Resu return nil, fmt.Errorf("QueryDSL generation failed after %d attempts: %w", MaxRetries, lastError) } -// buildRequestData constructs the request data for the agent -func (p *AgentProvider) buildRequestData(input *Input, attempt int, lastLintErrors string) map[string]interface{} { +// buildRequestMessage constructs the request message for the agent +// Returns JSON format for structured communication with the agent +func (p *AgentProvider) buildRequestMessage(input *Input, attempt int, lastLintErrors string) string { + // Build request data as JSON requestData := map[string]interface{}{ "query": input.Query, "models": input.ModelIDs, "limit": input.Limit, } - // Add optional fields - if len(input.Wheres) > 0 { - requestData["wheres"] = input.Wheres + // Add schema from extra params if provided + if input.ExtraParams != nil { + if schema, ok := input.ExtraParams["schema"]; ok { + requestData["schema"] = schema + } } - if len(input.Orders) > 0 { - requestData["orders"] = input.Orders + + // Add scenario hint if specified (filter, aggregation, join, complex) + if input.Scenario != "" { + requestData["scenario"] = string(input.Scenario) } + + // Add allowed fields if specified if len(input.AllowedFields) > 0 { requestData["allowed_fields"] = input.AllowedFields } - if len(input.ExtraParams) > 0 { - requestData["extra"] = input.ExtraParams - } // Add retry context if this is a retry attempt if attempt > 1 && lastLintErrors != "" { @@ -134,7 +138,8 @@ func (p *AgentProvider) buildRequestData(input *Input, attempt int, lastLintErro } } - return requestData + jsonBytes, _ := json.Marshal(requestData) + return string(jsonBytes) } // validateDSL validates the generated QueryDSL using the linter @@ -150,18 +155,36 @@ func (p *AgentProvider) validateDSL(dsl *gou.QueryDSL) *linter.LintResult { return lintResult } -// parseResult extracts QueryDSL from the agent's response -// The agent should return data in NextHookResponse format: { data: { dsl: {...}, explain: "..." } } -// The Stream() response wraps this in: { next: { data: { dsl: {...} } } } -func (p *AgentProvider) parseResult(result interface{}) (*Result, error) { - if result == nil { +// parseResponse extracts QueryDSL from the agent's *context.Response +// Now that agent.Stream() returns *context.Response directly, +// we can access fields without type assertions. +// +// The querydsl agent returns QueryDSL in response.Next field +// Or returns error JSON: {"error": "code", "message": "..."} +func (p *AgentProvider) parseResponse(response *agentContext.Response) (*Result, error) { + if response == nil { return &Result{}, nil } - // Try to convert to map first (most common case) + // Check Next field first (custom hook data) + if response.Next != nil { + return p.parseNextData(response.Next) + } + + // No Next data, return empty result + return &Result{}, nil +} + +// parseNextData extracts QueryDSL from Next hook data +func (p *AgentProvider) parseNextData(next interface{}) (*Result, error) { + if next == nil { + return &Result{}, nil + } + + // Try to convert to map first var data map[string]interface{} - switch v := result.(type) { + switch v := next.(type) { case map[string]interface{}: data = v case string: @@ -171,7 +194,7 @@ func (p *AgentProvider) parseResult(result interface{}) (*Result, error) { } default: // Try to marshal and unmarshal - jsonBytes, err := json.Marshal(result) + jsonBytes, err := json.Marshal(next) if err != nil { return &Result{}, nil } @@ -180,49 +203,72 @@ func (p *AgentProvider) parseResult(result interface{}) (*Result, error) { } } - // Check for "next" field (custom hook data from NextHookResponse) - // Stream() returns: { next: { data: { dsl: {...} } } } - if next, hasNext := data["next"]; hasNext && next != nil { - if nextMap, ok := next.(map[string]interface{}); ok { - data = nextMap - } else if nextStr, ok := next.(string); ok { - if err := json.Unmarshal([]byte(nextStr), &data); err != nil { - return &Result{}, nil - } - } - } - - // Extract QueryDSL from data - // Try common field names: "dsl", "data", "data.dsl" genResult := &Result{} - // Get explain if present - if explain, ok := data["explain"].(string); ok { - genResult.Explain = explain + // Check for error response: {"error": "code", "message": "..."} + if errCode, hasError := data["error"]; hasError { + errMsg := "" + if msg, ok := data["message"].(string); ok { + errMsg = msg + } + return nil, fmt.Errorf("QueryDSL generation error [%v]: %s", errCode, errMsg) } - // Get warnings if present - if warnings, ok := data["warnings"]; ok { - genResult.Warnings = p.extractWarnings(warnings) + // Check if this is a direct QueryDSL (has "from" or "select" field) + // The querydsl agent returns QueryDSL directly, e.g., {"select": [...], "from": "table", ...} + if _, hasFrom := data["from"]; hasFrom { + genResult.DSL = p.extractDSL(data) + return genResult, nil + } + if _, hasSelect := data["select"]; hasSelect { + genResult.DSL = p.extractDSL(data) + return genResult, nil } - // Get DSL + // Check for "dsl" field wrapper: { dsl: {...} } if dsl, ok := data["dsl"]; ok { genResult.DSL = p.extractDSL(dsl) - } else if d, ok := data["data"]; ok { + if explain, ok := data["explain"].(string); ok { + genResult.Explain = explain + } + if warnings, ok := data["warnings"]; ok { + genResult.Warnings = p.extractWarnings(warnings) + } + return genResult, nil + } + + // Check for "data" field wrapper: { data: { dsl: {...}, explain: "...", warnings: [] } } + if d, ok := data["data"]; ok { if dm, ok := d.(map[string]interface{}); ok { + // Check if data.data contains dsl field: { data: { dsl: {...} } } if dsl, ok := dm["dsl"]; ok { genResult.DSL = p.extractDSL(dsl) + } else if _, hasFrom := dm["from"]; hasFrom { + // data.data is directly a QueryDSL (from __yao.querydsl Next hook) + genResult.DSL = p.extractDSL(dm) + } else if _, hasSelect := dm["select"]; hasSelect { + // data.data is directly a QueryDSL + genResult.DSL = p.extractDSL(dm) } + // Extract explain and warnings from data.data if explain, ok := dm["explain"].(string); ok { genResult.Explain = explain } if warnings, ok := dm["warnings"]; ok { genResult.Warnings = p.extractWarnings(warnings) } + return genResult, nil } } + // Fallback: Get explain and warnings from top level + if explain, ok := data["explain"].(string); ok { + genResult.Explain = explain + } + if warnings, ok := data["warnings"]; ok { + genResult.Warnings = p.extractWarnings(warnings) + } + return genResult, nil } diff --git a/agent/search/nlp/querydsl/builtin.go b/agent/search/nlp/querydsl/builtin.go deleted file mode 100644 index 76e5cdc6..00000000 --- a/agent/search/nlp/querydsl/builtin.go +++ /dev/null @@ -1,124 +0,0 @@ -package querydsl - -import ( - "github.com/yaoapp/gou/model" - "github.com/yaoapp/gou/query/gou" -) - -// BuiltinGenerator implements template-based QueryDSL generation -// This is a placeholder implementation that returns a basic QueryDSL. -// -// TODO: Implement actual template-based generation: -// - Parse natural language query -// - Match against model schema -// - Generate appropriate where clauses -// - Handle common query patterns (search, filter, sort) -// -// For production use cases requiring high accuracy, use Agent or MCP mode. -type BuiltinGenerator struct{} - -// NewBuiltinGenerator creates a new builtin QueryDSL generator -func NewBuiltinGenerator() *BuiltinGenerator { - return &BuiltinGenerator{} -} - -// Generate generates QueryDSL from natural language -// Currently returns a placeholder QueryDSL that searches all searchable fields -func (g *BuiltinGenerator) Generate(input *Input) (*Result, error) { - if input == nil || input.Query == "" { - return &Result{ - Warnings: []string{"empty query, returning empty DSL"}, - }, nil - } - - // Build a basic QueryDSL - dsl := &gou.QueryDSL{} - - // Set limit - limit := input.Limit - if limit <= 0 { - limit = 20 - } - dsl.Limit = limit - - // Apply pre-defined wheres if provided - if len(input.Wheres) > 0 { - dsl.Wheres = input.Wheres - } - - // Apply orders if provided - if len(input.Orders) > 0 { - dsl.Orders = input.Orders - } - - // Load models and try to generate basic search conditions - // Use the first model as the primary table, others can be joined - if len(input.ModelIDs) > 0 { - primaryModelID := input.ModelIDs[0] - - // Check if model exists before selecting - if !model.Exists(primaryModelID) { - return &Result{ - DSL: dsl, - Explain: "Generated basic QueryDSL (model not found)", - Warnings: []string{ - "model '" + primaryModelID + "' not found, returning basic DSL without search conditions", - }, - }, nil - } - - primaryModel := model.Select(primaryModelID) - if primaryModel != nil && len(primaryModel.MetaData.Columns) > 0 { - // Find searchable text columns (string/text types with index) - var searchableColumns []string - for _, col := range primaryModel.MetaData.Columns { - // Use Index as a proxy for searchable, and check for text types - if col.Index && (col.Type == "string" || col.Type == "text" || col.Type == "longText") { - searchableColumns = append(searchableColumns, col.Name) - } - } - - // If we have searchable columns and no pre-defined wheres, add a basic search - if len(searchableColumns) > 0 && len(input.Wheres) == 0 { - // Build OR conditions for searchable columns - orWheres := make([]gou.Where, 0, len(searchableColumns)) - for _, col := range searchableColumns { - orWheres = append(orWheres, gou.Where{ - Condition: gou.Condition{ - Field: &gou.Expression{Field: col}, - OP: "match", - Value: input.Query, - }, - }) - } - - // Wrap in OR group if multiple columns - if len(orWheres) > 1 { - // Mark all but the first as OR conditions - for i := 1; i < len(orWheres); i++ { - orWheres[i].OR = true - } - dsl.Wheres = []gou.Where{ - { - Wheres: orWheres, - }, - } - } else if len(orWheres) == 1 { - dsl.Wheres = orWheres - } - } - } - - // TODO: For multi-model queries, generate joins based on model relations - // This requires analyzing the relations between models and generating - // appropriate JOIN clauses in the QueryDSL - } - - return &Result{ - DSL: dsl, - Explain: "Generated basic search QueryDSL using builtin template (placeholder implementation)", - Warnings: []string{ - "builtin generator is a placeholder, consider using Agent or MCP mode for production", - }, - }, nil -} diff --git a/agent/search/nlp/querydsl/generator.go b/agent/search/nlp/querydsl/generator.go index b36c6285..0b531afe 100644 --- a/agent/search/nlp/querydsl/generator.go +++ b/agent/search/nlp/querydsl/generator.go @@ -1,13 +1,12 @@ // Package querydsl provides QueryDSL generation from natural language for DB search // Supports three modes via uses.querydsl configuration: -// - "builtin": Template-based generation (no external dependencies) -// - "": Delegate to an LLM-powered assistant for high-quality generation +// - "builtin" or "": Uses __yao.querydsl system agent (LLM-powered) +// - "": Delegate to a custom LLM-powered assistant // - "mcp:.": Call external MCP tool -// -// For production use cases requiring high accuracy, use Agent or MCP mode. package querydsl import ( + "fmt" "strings" "github.com/yaoapp/gou/query/gou" @@ -15,6 +14,9 @@ import ( "github.com/yaoapp/yao/agent/search/types" ) +// SystemQueryDSLAgent is the default system agent for QueryDSL generation +const SystemQueryDSLAgent = "__yao.querydsl" + // Generator generates QueryDSL from natural language // Mode is determined by uses.querydsl configuration type Generator struct { @@ -40,12 +42,13 @@ func (g *Generator) Generate(ctx *context.Context, input *Input) (*Result, error switch { case g.usesQueryDSL == "builtin" || g.usesQueryDSL == "": - result, err = g.builtinGenerate(input) + // Use system querydsl agent + result, err = g.agentGenerate(ctx, input, SystemQueryDSLAgent) case strings.HasPrefix(g.usesQueryDSL, "mcp:"): result, err = g.mcpGenerate(ctx, input) default: // Assume it's an assistant ID for Agent mode - result, err = g.agentGenerate(ctx, input) + result, err = g.agentGenerate(ctx, input, g.usesQueryDSL) } if err != nil { @@ -60,18 +63,13 @@ func (g *Generator) Generate(ctx *context.Context, input *Input) (*Result, error return result, nil } -// builtinGenerate uses template-based generation -// This is a lightweight implementation with no external dependencies. -// For better results, use Agent or MCP mode. -func (g *Generator) builtinGenerate(input *Input) (*Result, error) { - generator := NewBuiltinGenerator() - return generator.Generate(input) -} - // agentGenerate delegates to an LLM-powered assistant // The assistant can understand context and generate semantically correct QueryDSL -func (g *Generator) agentGenerate(ctx *context.Context, input *Input) (*Result, error) { - provider := NewAgentProvider(g.usesQueryDSL) +func (g *Generator) agentGenerate(ctx *context.Context, input *Input, agentID string) (*Result, error) { + if ctx == nil { + return nil, fmt.Errorf("context is required for QueryDSL generation") + } + provider := NewAgentProvider(agentID) return provider.Generate(ctx, input) } @@ -81,8 +79,8 @@ func (g *Generator) mcpGenerate(ctx *context.Context, input *Input) (*Result, er mcpRef := strings.TrimPrefix(g.usesQueryDSL, "mcp:") provider, err := NewMCPProvider(mcpRef) if err != nil { - // Fallback to builtin on invalid MCP format - return g.builtinGenerate(input) + // Fallback to system agent on invalid MCP format + return g.agentGenerate(ctx, input, SystemQueryDSLAgent) } return provider.Generate(ctx, input) } diff --git a/agent/search/nlp/querydsl/generator_test.go b/agent/search/nlp/querydsl/generator_test.go index 0f2b5736..a966d4b6 100644 --- a/agent/search/nlp/querydsl/generator_test.go +++ b/agent/search/nlp/querydsl/generator_test.go @@ -46,27 +46,24 @@ func TestNewGenerator(t *testing.T) { } } -func TestGenerator_Generate_Builtin(t *testing.T) { +func TestGenerator_Generate_Builtin_RequiresContext(t *testing.T) { + // Builtin mode now uses __yao.querydsl agent which requires context gen := NewGenerator("builtin", nil) - // Note: In real usage, models are loaded internally via model.Select() - // For this test, we just verify the basic flow works without models input := &Input{ Query: "find all active users", ModelIDs: []string{"user"}, Limit: 10, } - result, err := gen.Generate(nil, input) - assert.NoError(t, err) - assert.NotNil(t, result) - assert.NotNil(t, result.DSL) - assert.NotEmpty(t, result.Explain) - assert.NotEmpty(t, result.Warnings) + // Without context, should return error + _, err := gen.Generate(nil, input) + assert.Error(t, err) + assert.Contains(t, err.Error(), "context is required") } -func TestGenerator_Generate_EmptyMode(t *testing.T) { - // Empty mode should default to builtin +func TestGenerator_Generate_EmptyMode_RequiresContext(t *testing.T) { + // Empty mode defaults to __yao.querydsl agent which requires context gen := NewGenerator("", nil) input := &Input{ @@ -75,116 +72,45 @@ func TestGenerator_Generate_EmptyMode(t *testing.T) { Limit: 5, } - result, err := gen.Generate(nil, input) - assert.NoError(t, err) - assert.NotNil(t, result) + // Without context, should return error + _, err := gen.Generate(nil, input) + assert.Error(t, err) + assert.Contains(t, err.Error(), "context is required") } -func TestBuiltinGenerator_Generate(t *testing.T) { - gen := NewBuiltinGenerator() +func TestGenerator_Generate_AgentMode_RequiresContext(t *testing.T) { + // Custom agent mode requires context + gen := NewGenerator("custom.querydsl.agent", nil) - t.Run("empty query", func(t *testing.T) { - result, err := gen.Generate(&Input{}) - assert.NoError(t, err) - assert.NotNil(t, result) - assert.Nil(t, result.DSL) - assert.Contains(t, result.Warnings, "empty query, returning empty DSL") - }) + input := &Input{ + Query: "find users", + ModelIDs: []string{"user"}, + Limit: 10, + } - t.Run("nil input", func(t *testing.T) { - result, err := gen.Generate(nil) - assert.NoError(t, err) - assert.NotNil(t, result) - assert.Nil(t, result.DSL) - }) + _, err := gen.Generate(nil, input) + assert.Error(t, err) + assert.Contains(t, err.Error(), "context is required") +} - t.Run("basic query without models loaded", func(t *testing.T) { - // Models are loaded internally via model.Select() - // When model is not found, it still generates basic DSL - result, err := gen.Generate(&Input{ - Query: "find users", - ModelIDs: []string{"user"}, - Limit: 10, - }) - assert.NoError(t, err) - assert.NotNil(t, result) - assert.NotNil(t, result.DSL) - assert.Equal(t, 10, result.DSL.Limit) - }) +func TestGenerator_Generate_MCPMode_InvalidFormat(t *testing.T) { + // Invalid MCP format should fallback to system agent (which requires context) + gen := NewGenerator("mcp:invalid", nil) - t.Run("query with pre-defined wheres", func(t *testing.T) { - preWheres := []gou.Where{ - { - Condition: gou.Condition{ - Field: &gou.Expression{Field: "status"}, - OP: "=", - Value: "active", - }, - }, - } - result, err := gen.Generate(&Input{ - Query: "find users", - ModelIDs: []string{"user"}, - Wheres: preWheres, - Limit: 10, - }) - assert.NoError(t, err) - assert.NotNil(t, result) - assert.NotNil(t, result.DSL) - // Should use pre-defined wheres - assert.Equal(t, preWheres, result.DSL.Wheres) - }) + input := &Input{ + Query: "find users", + ModelIDs: []string{"user"}, + Limit: 10, + } - t.Run("query with orders", func(t *testing.T) { - orders := gou.Orders{ - {Field: &gou.Expression{Field: "created_at"}, Sort: "desc"}, - } - result, err := gen.Generate(&Input{ - Query: "find users", - ModelIDs: []string{"user"}, - Orders: orders, - Limit: 10, - }) - assert.NoError(t, err) - assert.NotNil(t, result) - assert.NotNil(t, result.DSL) - assert.Equal(t, orders, result.DSL.Orders) - }) + _, err := gen.Generate(nil, input) + assert.Error(t, err) + assert.Contains(t, err.Error(), "context is required") +} - t.Run("query with allowed fields", func(t *testing.T) { - result, err := gen.Generate(&Input{ - Query: "find users", - ModelIDs: []string{"user"}, - AllowedFields: []string{"id", "name", "email"}, - Limit: 10, - }) - assert.NoError(t, err) - assert.NotNil(t, result) - assert.NotNil(t, result.DSL) - }) - - t.Run("default limit", func(t *testing.T) { - result, err := gen.Generate(&Input{ - Query: "find users", - ModelIDs: []string{"user"}, - }) - assert.NoError(t, err) - assert.NotNil(t, result) - assert.NotNil(t, result.DSL) - assert.Equal(t, 20, result.DSL.Limit) - }) - - t.Run("multi-model query", func(t *testing.T) { - // Models are loaded internally via model.Select() - result, err := gen.Generate(&Input{ - Query: "find user orders", - ModelIDs: []string{"user", "order"}, - Limit: 10, - }) - assert.NoError(t, err) - assert.NotNil(t, result) - assert.NotNil(t, result.DSL) - }) +func TestSystemQueryDSLAgentConstant(t *testing.T) { + // Verify the system querydsl agent constant + assert.Equal(t, "__yao.querydsl", SystemQueryDSLAgent) } func TestResult(t *testing.T) { @@ -201,3 +127,80 @@ func TestResult(t *testing.T) { assert.NotEmpty(t, result.Explain) assert.Len(t, result.Warnings, 1) } + +func TestGenerator_ValidateFields(t *testing.T) { + gen := NewGenerator("", nil) + + t.Run("validate select fields", func(t *testing.T) { + result := &Result{ + DSL: &gou.QueryDSL{ + Select: []gou.Expression{ + {Field: "id"}, + {Field: "name"}, + {Field: "secret_field"}, + }, + }, + } + allowedFields := []string{"id", "name", "email"} + + validated := gen.validateFields(result, allowedFields) + assert.NotNil(t, validated) + assert.Len(t, validated.DSL.Select, 2) + assert.Contains(t, validated.Warnings[0], "secret_field") + }) + + t.Run("validate where fields", func(t *testing.T) { + result := &Result{ + DSL: &gou.QueryDSL{ + Wheres: []gou.Where{ + { + Condition: gou.Condition{ + Field: &gou.Expression{Field: "status"}, + OP: "=", + Value: "active", + }, + }, + { + Condition: gou.Condition{ + Field: &gou.Expression{Field: "secret"}, + OP: "=", + Value: "hidden", + }, + }, + }, + }, + } + allowedFields := []string{"status", "name"} + + validated := gen.validateFields(result, allowedFields) + assert.NotNil(t, validated) + assert.Len(t, validated.DSL.Wheres, 1) + assert.Contains(t, validated.Warnings[0], "secret") + }) + + t.Run("validate order fields", func(t *testing.T) { + result := &Result{ + DSL: &gou.QueryDSL{ + Orders: gou.Orders{ + {Field: &gou.Expression{Field: "created_at"}, Sort: "desc"}, + {Field: &gou.Expression{Field: "secret_sort"}, Sort: "asc"}, + }, + }, + } + allowedFields := []string{"created_at", "updated_at"} + + validated := gen.validateFields(result, allowedFields) + assert.NotNil(t, validated) + assert.Len(t, validated.DSL.Orders, 1) + assert.Contains(t, validated.Warnings[0], "secret_sort") + }) + + t.Run("nil DSL", func(t *testing.T) { + result := &Result{DSL: nil} + allowedFields := []string{"id", "name"} + + validated := gen.validateFields(result, allowedFields) + assert.NotNil(t, validated) + assert.Nil(t, validated.DSL) + }) +} diff --git a/agent/search/nlp/querydsl/types.go b/agent/search/nlp/querydsl/types.go index 0c9b6d3b..55693c75 100644 --- a/agent/search/nlp/querydsl/types.go +++ b/agent/search/nlp/querydsl/types.go @@ -2,12 +2,14 @@ package querydsl import ( "github.com/yaoapp/gou/query/gou" + "github.com/yaoapp/yao/agent/search/types" ) // Input contains all information needed to generate QueryDSL type Input struct { Query string // Natural language query ModelIDs []string // Target model IDs (e.g., ["user", "order", "product"]) + Scenario types.ScenarioType // QueryDSL scenario: "filter", "aggregation", "join", "complex" Wheres []gou.Where // Pre-defined filters (optional) Orders gou.Orders // Sort orders (optional) AllowedFields []string // Allowed fields whitelist (optional, for security validation) diff --git a/agent/search/rerank/agent.go b/agent/search/rerank/agent.go index 0a5137e6..994e50dd 100644 --- a/agent/search/rerank/agent.go +++ b/agent/search/rerank/agent.go @@ -59,20 +59,24 @@ func (p *AgentProvider) Rerank(ctx *context.Context, query string, items []*type }, } - result, err := agent.Stream(ctx, messages, options) + response, err := agent.Stream(ctx, messages, options) if err != nil { return nil, fmt.Errorf("agent stream failed: %w", err) } - // Parse response - return p.parseResponse(result, items, opts) + // Parse response from response.Next + return p.parseAgentResponse(response, items, opts) } -// parseResponse extracts reranked items from agent response -// The response format from agent.Stream is typically: -// { "next": { "data": { "order": [...] } } } -func (p *AgentProvider) parseResponse(result interface{}, originalItems []*types.ResultItem, opts *types.RerankOptions) ([]*types.ResultItem, error) { - if result == nil { +// parseAgentResponse extracts reranked items from agent's *context.Response +// Now that agent.Stream() returns *context.Response directly, +// we can access fields without type assertions. +// +// Expected response.Next format: +// { "order": ["ref_001", "ref_003", "ref_002"] } +// Or: { "items": [{ "citation_id": "ref_001", ... }, ...] } +func (p *AgentProvider) parseAgentResponse(response *context.Response, originalItems []*types.ResultItem, opts *types.RerankOptions) ([]*types.ResultItem, error) { + if response == nil || response.Next == nil { return originalItems, nil } @@ -84,20 +88,20 @@ func (p *AgentProvider) parseResponse(result interface{}, originalItems []*types } } - // Extract response data - response := extractResponseData(result) - if response == nil { + // Extract response data from Next field + data := extractNextData(response.Next) + if data == nil { return originalItems, nil } - // Try to get reranked order from response + // Try to get reranked order from data // Expected format: { "order": ["ref_001", "ref_003", "ref_002"] } // Or: { "items": [{ "citation_id": "ref_001", ... }, ...] } var reranked []*types.ResultItem // Try "order" field (list of citation IDs) - if order, ok := response["order"]; ok { + if order, ok := data["order"]; ok { if orderList := toStringSlice(order); len(orderList) > 0 { for _, id := range orderList { if item, exists := itemMap[id]; exists { @@ -116,7 +120,7 @@ func (p *AgentProvider) parseResponse(result interface{}, originalItems []*types // Try "items" field (full items or items with citation_id) if len(reranked) == 0 { - if items, ok := response["items"]; ok { + if items, ok := data["items"]; ok { if itemsList := toItemsList(items); len(itemsList) > 0 { for _, respItem := range itemsList { // Check if it's just a reference or full item @@ -150,20 +154,16 @@ func (p *AgentProvider) parseResponse(result interface{}, originalItems []*types return reranked, nil } -// extractResponseData extracts the actual response data from agent.Stream result -// Handles nested structures like { "next": { "data": { ... } } } -func extractResponseData(result interface{}) map[string]interface{} { - switch v := result.(type) { +// extractNextData extracts the actual data from response.Next field +// Handles nested structures like { "data": { ... } } +func extractNextData(next interface{}) map[string]interface{} { + if next == nil { + return nil + } + + switch v := next.(type) { case map[string]interface{}: - // Check for "next" wrapper (from NextHookResponse) - if next, ok := v["next"].(map[string]interface{}); ok { - // Check for "data" inside next - if data, ok := next["data"].(map[string]interface{}); ok { - return data - } - return next - } - // Check for direct "data" wrapper + // Check for "data" wrapper if data, ok := v["data"].(map[string]interface{}); ok { return data } @@ -172,16 +172,14 @@ func extractResponseData(result interface{}) map[string]interface{} { // Try to parse as JSON var data map[string]interface{} if err := json.Unmarshal([]byte(v), &data); err == nil { - return extractResponseData(data) + return extractNextData(data) } } // Try to handle other types by converting to JSON and back - if result != nil { - if bytes, err := json.Marshal(result); err == nil { - var data map[string]interface{} - if err := json.Unmarshal(bytes, &data); err == nil { - return extractResponseData(data) - } + if bytes, err := json.Marshal(next); err == nil { + var data map[string]interface{} + if err := json.Unmarshal(bytes, &data); err == nil { + return extractNextData(data) } } return nil diff --git a/agent/search/search.go b/agent/search/search.go index a8ed1373..a769832f 100644 --- a/agent/search/search.go +++ b/agent/search/search.go @@ -60,8 +60,14 @@ func (s *Searcher) Search(ctx *context.Context, req *types.Request) (*types.Resu return &types.Result{Error: "unsupported search type"}, nil } - // Execute search - result, err := handler.Search(req) + // Execute search - use context if handler supports it + var result *types.Result + var err error + if ctxHandler, ok := handler.(interfaces.ContextHandler); ok { + result, err = ctxHandler.SearchWithContext(ctx, req) + } else { + result, err = handler.Search(req) + } if err != nil { return &types.Result{Error: err.Error()}, nil } diff --git a/agent/search/types/types.go b/agent/search/types/types.go index 6d089a64..6cb70207 100644 --- a/agent/search/types/types.go +++ b/agent/search/types/types.go @@ -14,6 +14,17 @@ const ( SearchTypeDB SearchType = "db" // Database search (Yao Model/QueryDSL) ) +// ScenarioType represents the QueryDSL generation scenario +type ScenarioType string + +// ScenarioType constants for QueryDSL generation +const ( + ScenarioFilter ScenarioType = "filter" // Simple filtering queries + ScenarioAggregation ScenarioType = "aggregation" // Aggregation/grouping queries + ScenarioJoin ScenarioType = "join" // Multi-table join queries + ScenarioComplex ScenarioType = "complex" // Complex queries combining multiple features +) + // SourceType represents where the search result came from type SourceType string @@ -42,10 +53,11 @@ type Request struct { Graph bool `json:"graph,omitempty"` // Enable graph association // Database search specific - Models []string `json:"models,omitempty"` // Model IDs (e.g., "user", "agents.mybot.product") - Wheres []gou.Where `json:"wheres,omitempty"` // Pre-defined filters (optional), uses GOU QueryDSL Where - Orders gou.Orders `json:"orders,omitempty"` // Sort orders (optional), uses GOU QueryDSL Orders - Select []string `json:"select,omitempty"` // Fields to return (optional) + Models []string `json:"models,omitempty"` // Model IDs (e.g., "user", "agents.mybot.product") + Scenario ScenarioType `json:"scenario,omitempty"` // QueryDSL scenario: "filter", "aggregation", "join", "complex" + Wheres []gou.Where `json:"wheres,omitempty"` // Pre-defined filters (optional), uses GOU QueryDSL Where + Orders gou.Orders `json:"orders,omitempty"` // Sort orders (optional), uses GOU QueryDSL Orders + Select []string `json:"select,omitempty"` // Fields to return (optional) // Reranking Rerank *RerankOptions `json:"rerank,omitempty"` @@ -108,6 +120,12 @@ type ProcessedQuery struct { DSL *gou.QueryDSL `json:"dsl,omitempty"` // For DB search, uses GOU QueryDSL } +// Keyword represents an extracted keyword with weight +type Keyword struct { + K string `json:"k"` // Keyword text + W float64 `json:"w"` // Weight (0.1-1.0), higher means more relevant +} + // Note: For QueryDSL and Model types, use GOU types directly: // - github.com/yaoapp/gou/query/gou.QueryDSL // - github.com/yaoapp/gou/model.Model diff --git a/agent/test/README.md b/agent/test/README.md index daf76222..d4706a7c 100644 --- a/agent/test/README.md +++ b/agent/test/README.md @@ -110,10 +110,58 @@ Each line is a JSON object: | `expected` | any | No | Expected output (exact match) | | `user` | string | No | Override user ID | | `team` | string | No | Override team ID | +| `options` | Options | No | Context options (see below) | | `timeout` | string | No | Override timeout (e.g., "30s") | | `skip` | bool | No | Skip this test | | `metadata` | map | No | Additional metadata | +### Options + +The `options` field allows per-test-case configuration that maps to `context.Options`: + +| Field | Type | Description | +| ------------------------ | ------- | -------------------------------------------------- | +| `connector` | string | Override connector (e.g., `"deepseek.v3"`) | +| `mode` | string | Agent mode (default: `"chat"`) | +| `search` | bool | Enable/disable search mode (default: `true`) | +| `disable_global_prompts` | bool | Temporarily disable global prompts | +| `metadata` | map | Custom data passed to hooks (e.g., scenario) | +| `skip` | object | Skip configuration (see below) | + +#### Options.skip + +| Field | Type | Description | +| --------- | ---- | ------------------------ | +| `history` | bool | Skip history loading | +| `trace` | bool | Skip trace logging | +| `output` | bool | Skip output to client | +| `keyword` | bool | Skip keyword extraction | +| `search` | bool | Skip auto search | + +**Example with options:** + +```jsonl +{ + "id": "T001", + "input": "Query users with status active", + "options": { + "connector": "deepseek.v3", + "metadata": {"scenario": "filter"}, + "skip": {"trace": true} + }, + "assert": {"type": "json_path", "path": "from", "value": "users"} +} +``` + +**Using metadata for hook scenarios:** + +The `options.metadata` field is passed to agent hooks. For example, a Create Hook can read `options.metadata.scenario` to select different prompt presets: + +```jsonl +{"id": "T001", "input": "...", "options": {"metadata": {"scenario": "aggregation"}}} +{"id": "T002", "input": "...", "options": {"metadata": {"scenario": "join"}}} +``` + ### Input Types | Type | Description | Example | @@ -225,9 +273,28 @@ return { pass: true, message: "Validation passed" }; ### JSON Path Notes - Supports dot-notation: `$.field.subfield` or `field.subfield` +- Supports array indexing: `field[0]`, `field[0].subfield`, `field[0].nested[1]` +- Supports multiple expected values (OR logic): `"value": ["a", "b"]` - passes if actual matches any - Auto-extracts JSON from markdown code blocks (` ```json ... ``` `) - Works with both string output and structured objects +**Array index examples:** + +```jsonl +{"id": "T001", "assert": {"type": "json_path", "path": "wheres[0].like", "value": "%test%"}} +{"id": "T002", "assert": {"type": "json_path", "path": "wheres[0].in[0]", "value": "pending"}} +{"id": "T003", "assert": {"type": "json_path", "path": "joins[0].from", "value": "users"}} +{"id": "T004", "assert": {"type": "json_path", "path": "groups[0]", "value": "category"}} +``` + +**Multiple expected values (OR logic):** + +```jsonl +{"id": "T005", "assert": {"type": "json_path", "path": "error", "value": ["missing_schema", "missing_query"]}} +``` + +This passes if `error` equals either `"missing_schema"` or `"missing_query"`. + ## Output Formats Determined by `-o` file extension: diff --git a/agent/test/assert.go b/agent/test/assert.go index fd486368..1ba82ddf 100644 --- a/agent/test/assert.go +++ b/agent/test/assert.go @@ -4,6 +4,7 @@ import ( "encoding/json" "fmt" "regexp" + "strconv" "strings" jsoniter "github.com/json-iterator/go" @@ -244,7 +245,7 @@ func (a *Asserter) assertJSONPath(assertion *Assertion, output interface{}) *Ass jsonData = v default: result.Passed = false - result.Message = "output is not a JSON object or array" + result.Message = fmt.Sprintf("output is not a JSON object or array, got: %T = %v", output, truncateOutput(output, 200)) return result } @@ -253,6 +254,8 @@ func (a *Asserter) assertJSONPath(assertion *Assertion, output interface{}) *Ass actual := a.extractPath(jsonData, path) result.Actual = actual + // Compare expected value with actual value + // First, try direct comparison (handles both primitive values and arrays) if validateOutput(actual, assertion.Value) { result.Passed = true result.Message = fmt.Sprintf("path '%s' equals expected value", assertion.Path) @@ -264,27 +267,113 @@ func (a *Asserter) assertJSONPath(assertion *Assertion, output interface{}) *Ass return result } -// extractPath extracts a value from JSON using a simple dot-notation path +// truncateOutput truncates output for error messages +func truncateOutput(output interface{}, maxLen int) string { + var s string + switch v := output.(type) { + case string: + s = v + case nil: + return "" + default: + bytes, err := jsoniter.Marshal(v) + if err != nil { + s = fmt.Sprintf("%v", v) + } else { + s = string(bytes) + } + } + + if len(s) > maxLen { + return s[:maxLen] + "..." + } + return s +} + +// extractPath extracts a value from JSON using dot-notation path with array index support +// Supports: "field", "field.nested", "field[0]", "field[0].nested", "field.nested[0].value" func (a *Asserter) extractPath(data interface{}, path string) interface{} { - parts := strings.Split(path, ".") current := data - for _, part := range parts { - if part == "" { + // Parse path into segments, handling both dots and array indices + // e.g., "wheres[0].like" -> ["wheres", "[0]", "like"] + segments := parsePathSegments(path) + + for _, segment := range segments { + if segment == "" { continue } - switch v := current.(type) { - case map[string]interface{}: - current = v[part] - default: - return nil + // Check if this is an array index like "[0]" + if strings.HasPrefix(segment, "[") && strings.HasSuffix(segment, "]") { + indexStr := segment[1 : len(segment)-1] + index, err := strconv.Atoi(indexStr) + if err != nil { + return nil + } + + arr, ok := current.([]interface{}) + if !ok { + return nil + } + + if index < 0 || index >= len(arr) { + return nil + } + current = arr[index] + } else { + // Regular field access + switch v := current.(type) { + case map[string]interface{}: + current = v[segment] + default: + return nil + } } } return current } +// parsePathSegments splits a path like "wheres[0].like" into ["wheres", "[0]", "like"] +func parsePathSegments(path string) []string { + var segments []string + var current strings.Builder + + for i := 0; i < len(path); i++ { + ch := path[i] + switch ch { + case '.': + if current.Len() > 0 { + segments = append(segments, current.String()) + current.Reset() + } + case '[': + if current.Len() > 0 { + segments = append(segments, current.String()) + current.Reset() + } + // Find the closing bracket + j := i + 1 + for j < len(path) && path[j] != ']' { + j++ + } + if j < len(path) { + segments = append(segments, path[i:j+1]) // Include "[" and "]" + i = j + } + default: + current.WriteByte(ch) + } + } + + if current.Len() > 0 { + segments = append(segments, current.String()) + } + + return segments +} + // assertRegex checks if output matches a regex pattern func (a *Asserter) assertRegex(assertion *Assertion, output interface{}) *AssertionResult { result := &AssertionResult{ diff --git a/agent/test/reporter.go b/agent/test/reporter.go index 7e486249..d1a16dfe 100644 --- a/agent/test/reporter.go +++ b/agent/test/reporter.go @@ -595,13 +595,13 @@ func (r *AgentReporter) Write(report *Report, w io.Writer) error { }, } - result, err := agent.Stream(ctx, messages, options) + response, err := agent.Stream(ctx, messages, options) if err != nil { return fmt.Errorf("reporter agent call failed: %w", err) } - // Extract content from result - content, err := r.extractContent(result) + // Extract content from response + content, err := r.extractContent(response) if err != nil { return fmt.Errorf("failed to extract report content: %w", err) } @@ -615,55 +615,25 @@ func (r *AgentReporter) Write(report *Report, w io.Writer) error { return nil } -// extractContent extracts the report content from the agent's response -func (r *AgentReporter) extractContent(result interface{}) (string, error) { - if result == nil { - return "", fmt.Errorf("agent returned nil result") +// extractContent extracts the report content from the agent's *context.Response +// Now that agent.Stream() returns *context.Response directly, +// we can access fields without type assertions. +func (r *AgentReporter) extractContent(response *context.Response) (string, error) { + if response == nil { + return "", fmt.Errorf("agent returned nil response") } - // Try to convert to map first (context.Response) - switch v := result.(type) { - case string: - return v, nil - - case *context.Response: - // Extract from completion content - if v.Completion != nil && v.Completion.Content != nil { - return r.contentToString(v.Completion.Content) - } - // Try next field - if v.Next != nil { - return r.contentToString(v.Next) - } - return "", fmt.Errorf("no content in response") - - case map[string]interface{}: - // Check for completion.content - if completion, ok := v["completion"].(map[string]interface{}); ok { - if content, ok := completion["content"]; ok { - return r.contentToString(content) - } - } - // Check for next - if next, ok := v["next"]; ok { - return r.contentToString(next) - } - // Check for content directly - if content, ok := v["content"]; ok { - return r.contentToString(content) - } - // Marshal the whole thing - jsonBytes, _ := jsoniter.Marshal(v) - return string(jsonBytes), nil - - default: - // Try to marshal as JSON - jsonBytes, err := jsoniter.Marshal(result) - if err != nil { - return fmt.Sprintf("%v", result), nil - } - return string(jsonBytes), nil + // Priority 1: Check Next field (custom hook data) + if response.Next != nil { + return r.contentToString(response.Next) } + + // Priority 2: Extract from completion content + if response.Completion != nil && response.Completion.Content != nil { + return r.contentToString(response.Completion.Content) + } + + return "", fmt.Errorf("no content in response") } // contentToString converts various content types to string diff --git a/agent/test/runner.go b/agent/test/runner.go index 939d2dae..8065c81c 100644 --- a/agent/test/runner.go +++ b/agent/test/runner.go @@ -64,15 +64,8 @@ func (r *Executor) RunDirect() (*Report, error) { ctx := NewTestContextFromOptions(chatID, agentInfo.ID, r.opts, tc) defer ctx.Release() - // Set options: skip history (input already contains conversation), connector override - opts := &context.Options{ - Skip: &context.Skip{ - History: true, // Skip history loading - input already contains full conversation - }, - } - if r.opts.Connector != "" { - opts.Connector = r.opts.Connector - } + // Build context options + opts := buildContextOptions(tc, r.opts) // Create timeout context timeout := tc.GetTimeout(r.opts.Timeout) @@ -103,12 +96,19 @@ func (r *Executor) RunDirect() (*Report, error) { output := extractOutput(response) r.output.DirectOutput(output) + // Determine connector: user-specified > agent default + connector := r.opts.Connector + if connector == "" { + connector = agentInfo.Connector + } + // Return minimal report (for exit code handling) return &Report{ Summary: &Summary{ - Total: 1, - Passed: 1, - AgentID: agentInfo.ID, + Total: 1, + Passed: 1, + AgentID: agentInfo.ID, + Connector: connector, }, }, nil } @@ -165,13 +165,19 @@ func (r *Executor) RunTests() (*Report, error) { return nil, fmt.Errorf("failed to get assistant: %w", err) } + // Determine connector: user-specified > agent default + connector := r.opts.Connector + if connector == "" { + connector = agentInfo.Connector + } + // Create report report := &Report{ Summary: &Summary{ Total: len(testCases), AgentID: agentInfo.ID, AgentPath: agentInfo.Path, - Connector: r.opts.Connector, + Connector: connector, RunsPerCase: r.opts.Runs, }, Environment: NewEnvironment(r.opts.UserID, r.opts.TeamID), @@ -279,6 +285,7 @@ func (r *Executor) runSingleTest(ast *assistant.Assistant, tc *Case, agentID str ID: tc.ID, Input: tc.Input, Expected: tc.Expected, + Options: tc.Options, } // Parse input to messages @@ -297,15 +304,8 @@ func (r *Executor) runSingleTest(ast *assistant.Assistant, tc *Case, agentID str ctx := NewTestContextFromOptions(chatID, agentID, r.opts, tc) defer ctx.Release() - // Set options: skip history (input already contains conversation), connector override - opts := &context.Options{ - Skip: &context.Skip{ - History: true, // Skip history loading - input already contains full conversation - }, - } - if r.opts.Connector != "" { - opts.Connector = r.opts.Connector - } + // Build context options from test case and runner options + opts := buildContextOptions(tc, r.opts) // Create timeout context timeout := tc.GetTimeout(r.opts.Timeout) @@ -477,23 +477,96 @@ func writeJSONLine(writer *bufio.Writer, data interface{}) error { return err } +// buildContextOptions builds context.Options from test case and runner options +// Priority: test case options > runner options > defaults +func buildContextOptions(tc *Case, runnerOpts *Options) *context.Options { + opts := &context.Options{ + Skip: &context.Skip{ + History: true, // Default: skip history loading - input already contains full conversation + }, + } + + // Apply test case options if specified + if tc.Options != nil { + // Connector: test case > runner + if tc.Options.Connector != "" { + opts.Connector = tc.Options.Connector + } + + // Mode + if tc.Options.Mode != "" { + opts.Mode = tc.Options.Mode + } + + // DisableGlobalPrompts + if tc.Options.DisableGlobalPrompts { + opts.DisableGlobalPrompts = true + } + + // Search (pointer to distinguish unset from false) + if tc.Options.Search != nil { + opts.Search = tc.Options.Search + } + + // Metadata for hooks + if tc.Options.Metadata != nil { + opts.Metadata = tc.Options.Metadata + } + + // Skip options from test case + if tc.Options.Skip != nil { + opts.Skip.Trace = tc.Options.Skip.Trace + opts.Skip.Output = tc.Options.Skip.Output + opts.Skip.Keyword = tc.Options.Skip.Keyword + opts.Skip.Search = tc.Options.Skip.Search + // Note: History defaults to true for tests + } + } + + // Runner connector override (highest priority) + if runnerOpts != nil && runnerOpts.Connector != "" { + opts.Connector = runnerOpts.Connector + } + + return opts +} + // extractOutput extracts the output from the agent response -func extractOutput(response interface{}) interface{} { +// Priority: Next hook data (if non-empty) > Completion content > nil +func extractOutput(response *context.Response) interface{} { if response == nil { return nil } - // Try to get completion content from context.Response - if resp, ok := response.(*context.Response); ok { - if resp.Completion != nil { - return resp.Completion.Content - } - if resp.Next != nil { - return resp.Next - } + // Prefer Next hook data if available and non-empty + // response.Next is already the Data value (not NextHookResponse struct) + if response.Next != nil && !isEmptyValue(response.Next) { + return response.Next + } + // Fall back to raw completion content + if response.Completion != nil { + return response.Completion.Content } - return response + return nil +} + +// isEmptyValue checks if a value is considered "empty" for output purposes +func isEmptyValue(v interface{}) bool { + if v == nil { + return true + } + + switch val := v.(type) { + case string: + return val == "" + case map[string]interface{}: + return len(val) == 0 + case []interface{}: + return len(val) == 0 + } + + return false } // validateOutput validates the actual output against expected diff --git a/agent/test/types.go b/agent/test/types.go index ac7c785a..b2ac9698 100644 --- a/agent/test/types.go +++ b/agent/test/types.go @@ -205,8 +205,13 @@ type Case struct { TeamID string `json:"team,omitempty"` // Metadata contains additional metadata for the test case + // This is passed to ctx.Metadata and can be used by Create Hook Metadata map[string]interface{} `json:"metadata,omitempty"` + // Options contains context options for this test case + // Supports: connector, skip (history, trace, output, keyword, search), mode + Options *CaseOptions `json:"options,omitempty"` + // Skip indicates whether to skip this test case Skip bool `json:"skip,omitempty"` @@ -215,6 +220,38 @@ type Case struct { Timeout string `json:"timeout,omitempty"` } +// CaseOptions represents per-test-case context options +// Maps to context.Options fields +type CaseOptions struct { + // Connector overrides the agent's default connector + Connector string `json:"connector,omitempty"` + + // Skip configuration + Skip *CaseSkipOptions `json:"skip,omitempty"` + + // DisableGlobalPrompts temporarily disables global prompts for this request + DisableGlobalPrompts bool `json:"disable_global_prompts,omitempty"` + + // Search mode, default is true (use pointer to distinguish unset from false) + Search *bool `json:"search,omitempty"` + + // Mode is the agent mode (default: "chat") + Mode string `json:"mode,omitempty"` + + // Metadata for passing custom data to hooks (e.g., scenario selection) + Metadata map[string]interface{} `json:"metadata,omitempty"` +} + +// CaseSkipOptions represents skip configuration for a test case +// Maps to context.Skip fields +type CaseSkipOptions struct { + History bool `json:"history,omitempty"` // Skip history loading + Trace bool `json:"trace,omitempty"` // Skip trace logging + Output bool `json:"output,omitempty"` // Skip output to client + Keyword bool `json:"keyword,omitempty"` // Skip keyword extraction + Search bool `json:"search,omitempty"` // Skip auto search +} + // Assertion represents a single assertion rule type Assertion struct { // Type is the assertion type: @@ -334,6 +371,9 @@ type Result struct { // Error contains the error message if status is failed/error/timeout Error string `json:"error,omitempty"` + // Options contains the context options used for this test case + Options *CaseOptions `json:"options,omitempty"` + // Metadata contains additional result metadata Metadata map[string]interface{} `json:"metadata,omitempty"` } diff --git a/agent/testutils/testutils.go b/agent/testutils/testutils.go index 5c79c7a7..104ad06a 100644 --- a/agent/testutils/testutils.go +++ b/agent/testutils/testutils.go @@ -3,6 +3,12 @@ package testutils import ( "testing" + _ "github.com/yaoapp/gou/encoding" + "github.com/yaoapp/gou/model" + "github.com/yaoapp/gou/query" + "github.com/yaoapp/gou/query/gou" + _ "github.com/yaoapp/gou/text" + "github.com/yaoapp/xun/capsule" "github.com/yaoapp/yao/agent" "github.com/yaoapp/yao/config" "github.com/yaoapp/yao/kb" @@ -28,6 +34,21 @@ func Prepare(t *testing.T, opts ...interface{}) { if err != nil { t.Fatal(err) } + + // Register default query engine (required for DB search) + // capsule.Global is initialized by test.Prepare + if _, has := query.Engines["default"]; !has && capsule.Global != nil { + query.Register("default", &gou.Query{ + Query: capsule.Query(), + GetTableName: func(s string) string { + if mod, has := model.Models[s]; has { + return mod.MetaData.Table.Name + } + return s + }, + AESKey: config.Conf.DB.AESKey, + }) + } } // Clean clean the test environment diff --git a/data/bindata.go b/data/bindata.go index e9cf4f75..c4c97090 100644 --- a/data/bindata.go +++ b/data/bindata.go @@ -80,7 +80,12 @@ // .tmp/data/yao/assistants/prompt/package.yao // .tmp/data/yao/assistants/prompt/prompts.yml // .tmp/data/yao/assistants/querydsl/package.yao +// .tmp/data/yao/assistants/querydsl/prompts/aggregation.yml +// .tmp/data/yao/assistants/querydsl/prompts/complex.yml +// .tmp/data/yao/assistants/querydsl/prompts/filter.yml +// .tmp/data/yao/assistants/querydsl/prompts/join.yml // .tmp/data/yao/assistants/querydsl/prompts.yml +// .tmp/data/yao/assistants/querydsl/src/index.ts // .tmp/data/yao/assistants/title/package.yao // .tmp/data/yao/assistants/title/prompts.yml // .tmp/data/yao/data/icons/404.png @@ -335,7 +340,7 @@ func cuiSetupIndexHtml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "cui/setup/index.html", size: 10, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "cui/setup/index.html", size: 10, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -355,7 +360,7 @@ func cuiV09IndexHtml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "cui/v0.9/index.html", size: 13, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "cui/v0.9/index.html", size: 13, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -375,7 +380,7 @@ func cuiV10IndexHtml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "cui/v1.0/index.html", size: 49, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "cui/v1.0/index.html", size: 49, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -395,7 +400,7 @@ func cuiV10Layouts__indexAsyncJs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "cui/v1.0/layouts__index.async.js", size: 71, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "cui/v1.0/layouts__index.async.js", size: 71, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -415,7 +420,7 @@ func cuiV10UmiJs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "cui/v1.0/umi.js", size: 71, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "cui/v1.0/umi.js", size: 71, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -435,7 +440,7 @@ func initEnv() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/.env", size: 219, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/.env", size: 219, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -455,7 +460,7 @@ func initVscodeSettingsJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/.vscode/settings.json", size: 4666, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/.vscode/settings.json", size: 4666, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -475,7 +480,7 @@ func initVscodeTypesRuntimeConsoleDTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/.vscode/types/runtime/console.d.ts", size: 221, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/.vscode/types/runtime/console.d.ts", size: 221, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -495,7 +500,7 @@ func initVscodeTypesRuntimeExceptionDTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/.vscode/types/runtime/exception.d.ts", size: 738, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/.vscode/types/runtime/exception.d.ts", size: 738, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -515,7 +520,7 @@ func initVscodeTypesRuntimeFsDTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/.vscode/types/runtime/fs.d.ts", size: 8554, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/.vscode/types/runtime/fs.d.ts", size: 8554, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -535,7 +540,7 @@ func initVscodeTypesRuntimeGlobalDTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/.vscode/types/runtime/global.d.ts", size: 1759, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/.vscode/types/runtime/global.d.ts", size: 1759, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -555,7 +560,7 @@ func initVscodeTypesRuntimeHttpDTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/.vscode/types/runtime/http.d.ts", size: 6179, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/.vscode/types/runtime/http.d.ts", size: 6179, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -575,7 +580,7 @@ func initVscodeTypesRuntimeIoDTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/.vscode/types/runtime/io.d.ts", size: 587, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/.vscode/types/runtime/io.d.ts", size: 587, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -595,7 +600,7 @@ func initVscodeTypesRuntimeLogDTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/.vscode/types/runtime/log.d.ts", size: 1692, mode: os.FileMode(493), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/.vscode/types/runtime/log.d.ts", size: 1692, mode: os.FileMode(493), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -615,7 +620,7 @@ func initVscodeTypesRuntimeNeoDTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/.vscode/types/runtime/neo.d.ts", size: 3750, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/.vscode/types/runtime/neo.d.ts", size: 3750, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -635,7 +640,7 @@ func initVscodeTypesRuntimeProcessFsDTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/.vscode/types/runtime/process/fs.d.ts", size: 11133, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/.vscode/types/runtime/process/fs.d.ts", size: 11133, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -655,7 +660,7 @@ func initVscodeTypesRuntimeProcessHttpDTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/.vscode/types/runtime/process/http.d.ts", size: 5653, mode: os.FileMode(493), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/.vscode/types/runtime/process/http.d.ts", size: 5653, mode: os.FileMode(493), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -675,7 +680,7 @@ func initVscodeTypesRuntimeProcessModelDTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/.vscode/types/runtime/process/model.d.ts", size: 6656, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/.vscode/types/runtime/process/model.d.ts", size: 6656, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -695,7 +700,7 @@ func initVscodeTypesRuntimeProcessDTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/.vscode/types/runtime/process.d.ts", size: 23165, mode: os.FileMode(493), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/.vscode/types/runtime/process.d.ts", size: 23165, mode: os.FileMode(493), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -715,7 +720,7 @@ func initVscodeTypesRuntimeQueryDTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/.vscode/types/runtime/query.d.ts", size: 6124, mode: os.FileMode(493), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/.vscode/types/runtime/query.d.ts", size: 6124, mode: os.FileMode(493), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -735,7 +740,7 @@ func initVscodeTypesRuntimeStoreDTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/.vscode/types/runtime/store.d.ts", size: 2251, mode: os.FileMode(493), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/.vscode/types/runtime/store.d.ts", size: 2251, mode: os.FileMode(493), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -755,7 +760,7 @@ func initVscodeTypesRuntimeSuiDTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/.vscode/types/runtime/sui.d.ts", size: 1713, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/.vscode/types/runtime/sui.d.ts", size: 1713, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -775,7 +780,7 @@ func initVscodeTypesRuntimeTimeDTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/.vscode/types/runtime/time.d.ts", size: 711, mode: os.FileMode(493), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/.vscode/types/runtime/time.d.ts", size: 711, mode: os.FileMode(493), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -795,7 +800,7 @@ func initVscodeTypesRuntimeDTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/.vscode/types/runtime.d.ts", size: 424, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/.vscode/types/runtime.d.ts", size: 424, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -815,7 +820,7 @@ func initVscodeTypesSuiDTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/.vscode/types/sui.d.ts", size: 8931, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/.vscode/types/sui.d.ts", size: 8931, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -835,7 +840,7 @@ func initAppYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/app.yao", size: 3115, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/app.yao", size: 3115, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -855,7 +860,7 @@ func initDataReadmeMd() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/data/README.md", size: 41, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/data/README.md", size: 41, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -875,7 +880,7 @@ func initDataTemplatesDefault__assetsReadmeMd() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/data/templates/default/__assets/README.md", size: 33, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/data/templates/default/__assets/README.md", size: 33, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -895,7 +900,7 @@ func initDataTemplatesDefault__assetsImagesIconsAppPng() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/data/templates/default/__assets/images/icons/app.png", size: 34558, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/data/templates/default/__assets/images/icons/app.png", size: 34558, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -915,7 +920,7 @@ func initDataTemplatesDefault__assetsImagesLogosLogo_colorSvg() (*asset, error) return nil, err } - info := bindataFileInfo{name: "init/data/templates/default/__assets/images/logos/logo_color.svg", size: 2909, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/data/templates/default/__assets/images/logos/logo_color.svg", size: 2909, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -935,7 +940,7 @@ func initDataTemplatesDefault__assetsImagesLogosWordmarkSvg() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/data/templates/default/__assets/images/logos/wordmark.svg", size: 3615, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/data/templates/default/__assets/images/logos/wordmark.svg", size: 3615, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -955,7 +960,7 @@ func initDataTemplatesDefault__dataJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/data/templates/default/__data.json", size: 30, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/data/templates/default/__data.json", size: 30, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -975,7 +980,7 @@ func initDataTemplatesDefault__documentHtml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/data/templates/default/__document.html", size: 492, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/data/templates/default/__document.html", size: 492, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -995,7 +1000,7 @@ func initDataTemplatesDefaultIndexIndexCss() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/data/templates/default/index/index.css", size: 2896, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/data/templates/default/index/index.css", size: 2896, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1015,7 +1020,7 @@ func initDataTemplatesDefaultIndexIndexHtml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/data/templates/default/index/index.html", size: 2361, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/data/templates/default/index/index.html", size: 2361, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1035,7 +1040,7 @@ func initDataTemplatesDefaultIndexIndexJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/data/templates/default/index/index.json", size: 31, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/data/templates/default/index/index.json", size: 31, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1055,7 +1060,7 @@ func initDbReadmeMd() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/db/README.md", size: 84, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/db/README.md", size: 84, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1075,7 +1080,7 @@ func initFlowsMenuFlowYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/flows/menu.flow.yao", size: 813, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/flows/menu.flow.yao", size: 813, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1095,7 +1100,7 @@ func initFormsAccountFormYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/forms/account.form.yao", size: 1194, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/forms/account.form.yao", size: 1194, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1115,7 +1120,7 @@ func initIconsAppIcns() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/icons/app.icns", size: 67465, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/icons/app.icns", size: 67465, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1135,7 +1140,7 @@ func initIconsAppIco() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/icons/app.ico", size: 54993, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/icons/app.ico", size: 54993, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1155,7 +1160,7 @@ func initIconsAppPng() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/icons/app.png", size: 34558, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/icons/app.png", size: 34558, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1175,7 +1180,7 @@ func initLoginsAdminLoginYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/logins/admin.login.yao", size: 302, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/logins/admin.login.yao", size: 302, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1195,7 +1200,7 @@ func initLogsReadmeMd() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/logs/README.md", size: 28, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/logs/README.md", size: 28, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1215,7 +1220,7 @@ func initModelsAdminUserModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/models/admin/user.mod.yao", size: 6416, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/models/admin/user.mod.yao", size: 6416, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1235,7 +1240,7 @@ func initModelsTestsPetModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/models/tests/pet.mod.yao", size: 525, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/models/tests/pet.mod.yao", size: 525, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1255,7 +1260,7 @@ func initNeoNeoYml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/neo/neo.yml", size: 724, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/neo/neo.yml", size: 724, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1275,7 +1280,7 @@ func initPublicReadmeMd() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/public/README.md", size: 108, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/public/README.md", size: 108, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1295,7 +1300,7 @@ func initPublicAssetsReadmeMd() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/public/assets/README.md", size: 33, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/public/assets/README.md", size: 33, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1315,7 +1320,7 @@ func initPublicAssetsImagesIconsAppPng() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/public/assets/images/icons/app.png", size: 34558, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/public/assets/images/icons/app.png", size: 34558, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1335,7 +1340,7 @@ func initPublicAssetsImagesLogosLogo_colorSvg() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/public/assets/images/logos/logo_color.svg", size: 2909, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/public/assets/images/logos/logo_color.svg", size: 2909, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1355,7 +1360,7 @@ func initPublicAssetsImagesLogosWordmarkSvg() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/public/assets/images/logos/wordmark.svg", size: 3615, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/public/assets/images/logos/wordmark.svg", size: 3615, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1375,7 +1380,7 @@ func initPublicAssetsLibsuiMinJs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/public/assets/libsui.min.js", size: 12569, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/public/assets/libsui.min.js", size: 12569, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1395,7 +1400,7 @@ func initPublicAssetsLibsuiMinJsMap() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/public/assets/libsui.min.js.map", size: 38553, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/public/assets/libsui.min.js.map", size: 38553, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1415,7 +1420,7 @@ func initPublicIndexCfg() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/public/index.cfg", size: 85, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/public/index.cfg", size: 85, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1435,7 +1440,7 @@ func initPublicIndexSui() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/public/index.sui", size: 5682, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/public/index.sui", size: 5682, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1455,7 +1460,7 @@ func initScriptsAccountTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/scripts/account.ts", size: 2521, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/scripts/account.ts", size: 2521, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1475,7 +1480,7 @@ func initScriptsAiNeoTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/scripts/ai/neo.ts", size: 375, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/scripts/ai/neo.ts", size: 375, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1495,7 +1500,7 @@ func initScriptsTestsTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/scripts/tests.ts", size: 1044, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/scripts/tests.ts", size: 1044, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1515,7 +1520,7 @@ func initScriptsUtilsTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/scripts/utils.ts", size: 1230, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/scripts/utils.ts", size: 1230, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1535,7 +1540,7 @@ func initSuisWebSuiYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/suis/web.sui.yao", size: 675, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/suis/web.sui.yao", size: 675, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1555,7 +1560,7 @@ func initTablesAccountTabYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/tables/account.tab.yao", size: 5597, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/tables/account.tab.yao", size: 5597, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1575,7 +1580,7 @@ func initTsconfigJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "init/tsconfig.json", size: 178, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "init/tsconfig.json", size: 178, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1595,7 +1600,7 @@ func libsuiAgentTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "libsui/agent.ts", size: 15267, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "libsui/agent.ts", size: 15267, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1615,7 +1620,7 @@ func libsuiIndexTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "libsui/index.ts", size: 13049, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "libsui/index.ts", size: 13049, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1635,7 +1640,7 @@ func libsuiUtilsTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "libsui/utils.ts", size: 5959, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "libsui/utils.ts", size: 5959, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1655,7 +1660,7 @@ func libsuiYaoTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "libsui/yao.ts", size: 4338, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "libsui/yao.ts", size: 4338, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1675,7 +1680,7 @@ func publicIndexHtml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "public/index.html", size: 11, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "public/index.html", size: 11, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1695,7 +1700,7 @@ func uiIndexHtml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "ui/index.html", size: 11, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "ui/index.html", size: 11, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1715,7 +1720,7 @@ func yaoAssistantsEntityPackageYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/assistants/entity/package.yao", size: 212, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/assistants/entity/package.yao", size: 212, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1735,7 +1740,7 @@ func yaoAssistantsEntityPromptsYml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/assistants/entity/prompts.yml", size: 930, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/assistants/entity/prompts.yml", size: 930, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1755,12 +1760,12 @@ func yaoAssistantsKeywordPackageYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/assistants/keyword/package.yao", size: 200, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/assistants/keyword/package.yao", size: 200, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } -var _yaoAssistantsKeywordPromptsYml = 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+var _yaoAssistantsKeywordPromptsYml = 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func yaoAssistantsKeywordPromptsYmlBytes() ([]byte, error) { return bindataRead( @@ -1775,12 +1780,12 @@ func yaoAssistantsKeywordPromptsYml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/assistants/keyword/prompts.yml", size: 545, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/assistants/keyword/prompts.yml", size: 990, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } -var _yaoAssistantsKeywordSrcIndexTs = 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+var _yaoAssistantsKeywordSrcIndexTs = 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func yaoAssistantsKeywordSrcIndexTsBytes() ([]byte, error) { return bindataRead( @@ -1795,7 +1800,7 @@ func yaoAssistantsKeywordSrcIndexTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/assistants/keyword/src/index.ts", size: 2801, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/assistants/keyword/src/index.ts", size: 4104, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1815,12 +1820,12 @@ func yaoAssistantsNeedsearchPackageYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/assistants/needsearch/package.yao", size: 207, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/assistants/needsearch/package.yao", size: 207, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } -var _yaoAssistantsNeedsearchPromptsYml = 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+var _yaoAssistantsNeedsearchPromptsYml = 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func yaoAssistantsNeedsearchPromptsYmlBytes() ([]byte, error) { return bindataRead( @@ -1835,7 +1840,7 @@ func yaoAssistantsNeedsearchPromptsYml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/assistants/needsearch/prompts.yml", size: 955, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/assistants/needsearch/prompts.yml", size: 3092, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1855,7 +1860,7 @@ func yaoAssistantsNeedsearchSrcIndexTs() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/assistants/needsearch/src/index.ts", size: 2767, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/assistants/needsearch/src/index.ts", size: 2767, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1875,7 +1880,7 @@ func yaoAssistantsPromptPackageYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/assistants/prompt/package.yao", size: 186, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/assistants/prompt/package.yao", size: 186, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1895,12 +1900,12 @@ func yaoAssistantsPromptPromptsYml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/assistants/prompt/prompts.yml", size: 621, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/assistants/prompt/prompts.yml", size: 621, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } -var _yaoAssistantsQuerydslPackageYao = 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[]byte("\x1f\x8b\x08\x00\x00\x00\x00\x00\x00\xff\x34\x8d\x4d\x8a\xc3\x30\x0c\x46\xf7\x3e\xc5\x87\xd6\x61\x98\xc9\x6a\x9a\x65\x6f\xd0\x13\x14\x25\x16\xd4\xe4\xc7\xa9\x64\xd3\x86\x90\xbb\x17\x3b\x74\xfb\xbd\xa7\xa7\xdd\x01\xb4\xf0\x2c\xd4\x81\x6e\x59\x74\xc3\x35\x87\xc9\x8b\x52\x53\x90\x17\x1b\x34\xac\x29\xc4\xa5\x18\x95\xc1\x73\xe2\x9e\x4d\xf0\xcc\xa2\x41\xec\x54\xd3\xb6\xd6\xca\x2b\xea\xf8\x3d\xcf\x26\x46\x1d\x76\x90\x09\xeb\xf0\x28\xdc\x07\xe3\x7e\x12\x4f\x38\xaa\x13\x6b\xbd\x6a\x0e\x00\x68\xe6\xf7\x3d\xc5\x51\xea\xf6\xff\x77\x69\x9b\x73\x4f\x32\xaf\xa2\x9c\xb2\x96\x3f\xbf\x3f\xad\x03\x0e\x77\xb8\x4f\x00\x00\x00\xff\xff\x87\xb1\xea\xfa\xc4\x00\x00\x00") func yaoAssistantsQuerydslPackageYaoBytes() ([]byte, error) { return bindataRead( @@ -1915,12 +1920,92 @@ func yaoAssistantsQuerydslPackageYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/assistants/querydsl/package.yao", size: 196, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/assistants/querydsl/package.yao", size: 196, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } -var _yaoAssistantsQuerydslPromptsYml = 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+var _yaoAssistantsQuerydslPromptsAggregationYml = 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+ +func yaoAssistantsQuerydslPromptsAggregationYmlBytes() ([]byte, error) { + return bindataRead( + _yaoAssistantsQuerydslPromptsAggregationYml, + "yao/assistants/querydsl/prompts/aggregation.yml", + ) +} + +func yaoAssistantsQuerydslPromptsAggregationYml() (*asset, error) { + bytes, err := yaoAssistantsQuerydslPromptsAggregationYmlBytes() + if err != nil { + return nil, err + } + + info := bindataFileInfo{name: "yao/assistants/querydsl/prompts/aggregation.yml", size: 6982, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} + a := &asset{bytes: bytes, info: info} + return a, nil +} + +var _yaoAssistantsQuerydslPromptsComplexYml = 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+ +func yaoAssistantsQuerydslPromptsComplexYmlBytes() ([]byte, error) { + return bindataRead( + _yaoAssistantsQuerydslPromptsComplexYml, + "yao/assistants/querydsl/prompts/complex.yml", + ) +} + +func yaoAssistantsQuerydslPromptsComplexYml() (*asset, error) { + bytes, err := yaoAssistantsQuerydslPromptsComplexYmlBytes() + if err != nil { + return nil, err + } + + info := bindataFileInfo{name: "yao/assistants/querydsl/prompts/complex.yml", size: 7352, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} + a := &asset{bytes: bytes, info: info} + return a, nil +} + +var _yaoAssistantsQuerydslPromptsFilterYml = 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+ +func yaoAssistantsQuerydslPromptsFilterYmlBytes() ([]byte, error) { + return bindataRead( + _yaoAssistantsQuerydslPromptsFilterYml, + "yao/assistants/querydsl/prompts/filter.yml", + ) +} + +func yaoAssistantsQuerydslPromptsFilterYml() (*asset, error) { + bytes, err := yaoAssistantsQuerydslPromptsFilterYmlBytes() + if err != nil { + return nil, err + } + + info := bindataFileInfo{name: "yao/assistants/querydsl/prompts/filter.yml", size: 7087, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} + a := &asset{bytes: bytes, info: info} + return a, nil +} + +var _yaoAssistantsQuerydslPromptsJoinYml = 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+ +func yaoAssistantsQuerydslPromptsJoinYmlBytes() ([]byte, error) { + return bindataRead( + _yaoAssistantsQuerydslPromptsJoinYml, + "yao/assistants/querydsl/prompts/join.yml", + ) +} + +func yaoAssistantsQuerydslPromptsJoinYml() (*asset, error) { + bytes, err := yaoAssistantsQuerydslPromptsJoinYmlBytes() + if err != nil { + return nil, err + } + + info := bindataFileInfo{name: "yao/assistants/querydsl/prompts/join.yml", size: 8167, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} + a := &asset{bytes: bytes, info: info} + return a, nil +} + +var _yaoAssistantsQuerydslPromptsYml = 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func yaoAssistantsQuerydslPromptsYmlBytes() ([]byte, error) { return bindataRead( @@ -1935,7 +2020,27 @@ func yaoAssistantsQuerydslPromptsYml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/assistants/querydsl/prompts.yml", size: 1155, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/assistants/querydsl/prompts.yml", size: 5836, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} + a := &asset{bytes: bytes, info: info} + return a, nil +} + +var _yaoAssistantsQuerydslSrcIndexTs = 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+ +func yaoAssistantsQuerydslSrcIndexTsBytes() ([]byte, error) { + return bindataRead( + _yaoAssistantsQuerydslSrcIndexTs, + "yao/assistants/querydsl/src/index.ts", + ) +} + +func yaoAssistantsQuerydslSrcIndexTs() (*asset, error) { + bytes, err := yaoAssistantsQuerydslSrcIndexTsBytes() + if err != nil { + return nil, err + } + + info := bindataFileInfo{name: "yao/assistants/querydsl/src/index.ts", size: 1873, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1955,7 +2060,7 @@ func yaoAssistantsTitlePackageYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/assistants/title/package.yao", size: 178, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/assistants/title/package.yao", size: 178, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1975,7 +2080,7 @@ func yaoAssistantsTitlePromptsYml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/assistants/title/prompts.yml", size: 958, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/assistants/title/prompts.yml", size: 958, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -1995,7 +2100,7 @@ func yaoDataIcons404Png() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/icons/404.png", size: 9342, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/icons/404.png", size: 9342, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2015,7 +2120,7 @@ func yaoDataIconsIconIcns() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/icons/icon.icns", size: 67465, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/icons/icon.icns", size: 67465, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2035,7 +2140,7 @@ func yaoDataIconsIconIco() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/icons/icon.ico", size: 54993, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/icons/icon.ico", size: 54993, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2055,7 +2160,7 @@ func yaoDataIconsIconPng() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/icons/icon.png", size: 34558, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/icons/icon.png", size: 34558, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2075,7 +2180,7 @@ func yaoDataIndexHtml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/index.html", size: 282, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/index.html", size: 282, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2095,7 +2200,7 @@ func yaoDataKbProvidersChunkingSemanticEnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/chunking/semantic/en.json", size: 5543, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/chunking/semantic/en.json", size: 5543, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2115,7 +2220,7 @@ func yaoDataKbProvidersChunkingSemanticZhCnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/chunking/semantic/zh-cn.json", size: 5446, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/chunking/semantic/zh-cn.json", size: 5446, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2135,7 +2240,7 @@ func yaoDataKbProvidersChunkingStructuredEnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/chunking/structured/en.json", size: 2423, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/chunking/structured/en.json", size: 2423, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2155,7 +2260,7 @@ func yaoDataKbProvidersChunkingStructuredZhCnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/chunking/structured/zh-cn.json", size: 2321, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/chunking/structured/zh-cn.json", size: 2321, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2175,7 +2280,7 @@ func yaoDataKbProvidersConverterMcpEnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/converter/mcp/en.json", size: 4235, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/converter/mcp/en.json", size: 4235, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2195,7 +2300,7 @@ func yaoDataKbProvidersConverterMcpZhCnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/converter/mcp/zh-cn.json", size: 4060, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/converter/mcp/zh-cn.json", size: 4060, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2215,7 +2320,7 @@ func yaoDataKbProvidersConverterOcrEnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/converter/ocr/en.json", size: 6631, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/converter/ocr/en.json", size: 6631, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2235,7 +2340,7 @@ func yaoDataKbProvidersConverterOcrZhCnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/converter/ocr/zh-cn.json", size: 6501, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/converter/ocr/zh-cn.json", size: 6501, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2255,7 +2360,7 @@ func yaoDataKbProvidersConverterOfficeEnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/converter/office/en.json", size: 5476, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/converter/office/en.json", size: 5476, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2275,7 +2380,7 @@ func yaoDataKbProvidersConverterOfficeZhCnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/converter/office/zh-cn.json", size: 5356, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/converter/office/zh-cn.json", size: 5356, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2295,7 +2400,7 @@ func yaoDataKbProvidersConverterUtf8EnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/converter/utf8/en.json", size: 292, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/converter/utf8/en.json", size: 292, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2315,7 +2420,7 @@ func yaoDataKbProvidersConverterUtf8ZhCnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/converter/utf8/zh-cn.json", size: 281, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/converter/utf8/zh-cn.json", size: 281, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2335,7 +2440,7 @@ func yaoDataKbProvidersConverterVideoEnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/converter/video/en.json", size: 6411, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/converter/video/en.json", size: 6411, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2355,7 +2460,7 @@ func yaoDataKbProvidersConverterVideoZhCnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/converter/video/zh-cn.json", size: 6297, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/converter/video/zh-cn.json", size: 6297, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2375,7 +2480,7 @@ func yaoDataKbProvidersConverterVisionEnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/converter/vision/en.json", size: 4085, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/converter/vision/en.json", size: 4085, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2395,7 +2500,7 @@ func yaoDataKbProvidersConverterVisionZhCnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/converter/vision/zh-cn.json", size: 3949, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/converter/vision/zh-cn.json", size: 3949, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2415,7 +2520,7 @@ func yaoDataKbProvidersConverterWhisperEnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/converter/whisper/en.json", size: 4449, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/converter/whisper/en.json", size: 4449, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2435,7 +2540,7 @@ func yaoDataKbProvidersConverterWhisperZhCnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/converter/whisper/zh-cn.json", size: 4312, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/converter/whisper/zh-cn.json", size: 4312, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2455,7 +2560,7 @@ func yaoDataKbProvidersEmbeddingFastembedEnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/embedding/fastembed/en.json", size: 6865, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/embedding/fastembed/en.json", size: 6865, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2475,7 +2580,7 @@ func yaoDataKbProvidersEmbeddingFastembedZhCnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/embedding/fastembed/zh-cn.json", size: 6685, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/embedding/fastembed/zh-cn.json", size: 6685, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2495,7 +2600,7 @@ func yaoDataKbProvidersEmbeddingOpenaiEnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/embedding/openai/en.json", size: 5636, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/embedding/openai/en.json", size: 5636, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2515,7 +2620,7 @@ func yaoDataKbProvidersEmbeddingOpenaiZhCnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/embedding/openai/zh-cn.json", size: 5463, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/embedding/openai/zh-cn.json", size: 5463, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2535,7 +2640,7 @@ func yaoDataKbProvidersExtractionOpenaiEnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/extraction/openai/en.json", size: 9110, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/extraction/openai/en.json", size: 9110, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2555,7 +2660,7 @@ func yaoDataKbProvidersExtractionOpenaiZhCnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/extraction/openai/zh-cn.json", size: 8827, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/extraction/openai/zh-cn.json", size: 8827, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2575,7 +2680,7 @@ func yaoDataKbProvidersFetcherHttpEnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/fetcher/http/en.json", size: 5885, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/fetcher/http/en.json", size: 5885, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2595,7 +2700,7 @@ func yaoDataKbProvidersFetcherHttpZhCnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/fetcher/http/zh-cn.json", size: 5925, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/fetcher/http/zh-cn.json", size: 5925, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2615,7 +2720,7 @@ func yaoDataKbProvidersFetcherMcpEnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/fetcher/mcp/en.json", size: 6819, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/fetcher/mcp/en.json", size: 6819, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2635,7 +2740,7 @@ func yaoDataKbProvidersFetcherMcpZhCnJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/data/kb/providers/fetcher/mcp/zh-cn.json", size: 6611, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/data/kb/providers/fetcher/mcp/zh-cn.json", size: 6611, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2655,7 +2760,7 @@ func yaoFieldsModelTransJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/fields/model.trans.json", size: 14938, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/fields/model.trans.json", size: 14938, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2675,7 +2780,7 @@ func yaoLangsEnUsJson() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/langs/en-US.json", size: 66, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/langs/en-US.json", size: 66, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2695,7 +2800,7 @@ func yaoLangsZhCnGlobalYml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/langs/zh-cn/global.yml", size: 1762, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/langs/zh-cn/global.yml", size: 1762, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2715,7 +2820,7 @@ func yaoLangsZhCnLoginsAdminLoginYml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/langs/zh-cn/logins/admin.login.yml", size: 94, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/langs/zh-cn/logins/admin.login.yml", size: 94, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2735,7 +2840,7 @@ func yaoLangsZhCnLoginsUserLoginYml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/langs/zh-cn/logins/user.login.yml", size: 90, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/langs/zh-cn/logins/user.login.yml", size: 90, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2755,7 +2860,7 @@ func yaoLangsZhHkGlobalYml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/langs/zh-hk/global.yml", size: 1762, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/langs/zh-hk/global.yml", size: 1762, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2775,7 +2880,7 @@ func yaoLangsZhHkLoginsAdminLoginYml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/langs/zh-hk/logins/admin.login.yml", size: 94, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/langs/zh-hk/logins/admin.login.yml", size: 94, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2795,7 +2900,7 @@ func yaoLangsZhHkLoginsUserLoginYml() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/langs/zh-hk/logins/user.login.yml", size: 90, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/langs/zh-hk/logins/user.login.yml", size: 90, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2815,7 +2920,7 @@ func yaoModelsAgentAssistantModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/agent/assistant.mod.yao", size: 6945, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/agent/assistant.mod.yao", size: 6945, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2835,7 +2940,7 @@ func yaoModelsAgentChatModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/agent/chat.mod.yao", size: 3093, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/agent/chat.mod.yao", size: 3093, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2855,7 +2960,7 @@ func yaoModelsAgentMessageModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/agent/message.mod.yao", size: 3712, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/agent/message.mod.yao", size: 3712, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2875,7 +2980,7 @@ func yaoModelsAgentResumeModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/agent/resume.mod.yao", size: 3896, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/agent/resume.mod.yao", size: 3896, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2895,7 +3000,7 @@ func yaoModelsAgentSearchModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/agent/search.mod.yao", size: 3103, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/agent/search.mod.yao", size: 3103, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2915,7 +3020,7 @@ func yaoModelsAttachmentModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/attachment.mod.yao", size: 4687, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/attachment.mod.yao", size: 4687, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2935,7 +3040,7 @@ func yaoModelsAuditModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/audit.mod.yao", size: 5588, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/audit.mod.yao", size: 5588, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2955,7 +3060,7 @@ func yaoModelsConfigModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/config.mod.yao", size: 1649, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/config.mod.yao", size: 1649, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2975,7 +3080,7 @@ func yaoModelsDslModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/dsl.mod.yao", size: 3826, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/dsl.mod.yao", size: 3826, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -2995,7 +3100,7 @@ func yaoModelsInvitationModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/invitation.mod.yao", size: 6693, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/invitation.mod.yao", size: 6693, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3015,7 +3120,7 @@ func yaoModelsJobCategoryModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/job/category.mod.yao", size: 2041, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/job/category.mod.yao", size: 2041, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3035,7 +3140,7 @@ func yaoModelsJobExecutionModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/job/execution.mod.yao", size: 7201, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/job/execution.mod.yao", size: 7201, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3055,7 +3160,7 @@ func yaoModelsJobJobModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/job/job.mod.yao", size: 6330, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/job/job.mod.yao", size: 6330, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3075,7 +3180,7 @@ func yaoModelsJobLogModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/job/log.mod.yao", size: 4711, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/job/log.mod.yao", size: 4711, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3095,7 +3200,7 @@ func yaoModelsKbCollectionModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/kb/collection.mod.yao", size: 5390, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/kb/collection.mod.yao", size: 5390, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3115,7 +3220,7 @@ func yaoModelsKbDocumentModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/kb/document.mod.yao", size: 9906, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/kb/document.mod.yao", size: 9906, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3135,7 +3240,7 @@ func yaoModelsMemberModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/member.mod.yao", size: 14798, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/member.mod.yao", size: 14798, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3155,7 +3260,7 @@ func yaoModelsRoleModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/role.mod.yao", size: 6434, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/role.mod.yao", size: 6434, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3175,7 +3280,7 @@ func yaoModelsTeamModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/team.mod.yao", size: 15823, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/team.mod.yao", size: 15823, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3195,7 +3300,7 @@ func yaoModelsUserOauth_accountModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/user/oauth_account.mod.yao", size: 6928, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/user/oauth_account.mod.yao", size: 6928, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3215,7 +3320,7 @@ func yaoModelsUserTypeModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/user/type.mod.yao", size: 7502, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/user/type.mod.yao", size: 7502, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3235,7 +3340,7 @@ func yaoModelsUserModYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/models/user.mod.yao", size: 12335, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/models/user.mod.yao", size: 12335, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3255,7 +3360,7 @@ func yaoReleaseAppYaz() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/release/app.yaz", size: 181682, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/release/app.yaz", size: 181682, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3275,7 +3380,7 @@ func yaoStoresAgentCacheLruYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/stores/agent/cache.lru.yao", size: 301, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/stores/agent/cache.lru.yao", size: 301, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3295,7 +3400,7 @@ func yaoStoresAgentMemoryBadgerYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/stores/agent/memory.badger.yao", size: 352, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/stores/agent/memory.badger.yao", size: 352, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3315,7 +3420,7 @@ func yaoStoresCacheLruYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/stores/cache.lru.yao", size: 285, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/stores/cache.lru.yao", size: 285, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3335,7 +3440,7 @@ func yaoStoresKbCacheLruYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/stores/kb/cache.lru.yao", size: 304, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/stores/kb/cache.lru.yao", size: 304, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3355,7 +3460,7 @@ func yaoStoresKbStoreBadgerYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/stores/kb/store.badger.yao", size: 349, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/stores/kb/store.badger.yao", size: 349, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3375,7 +3480,7 @@ func yaoStoresOauthCacheLruYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/stores/oauth/cache.lru.yao", size: 301, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/stores/oauth/cache.lru.yao", size: 301, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3395,7 +3500,7 @@ func yaoStoresOauthClientBadgerYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/stores/oauth/client.badger.yao", size: 352, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/stores/oauth/client.badger.yao", size: 352, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3415,7 +3520,7 @@ func yaoStoresOauthStoreBadgerYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/stores/oauth/store.badger.yao", size: 376, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/stores/oauth/store.badger.yao", size: 376, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3435,7 +3540,7 @@ func yaoStoresStoreBadgerYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/stores/store.badger.yao", size: 341, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/stores/store.badger.yao", size: 341, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3455,7 +3560,7 @@ func yaoUploadersAttachmentLocalYao() (*asset, error) { return nil, err } - info := bindataFileInfo{name: "yao/uploaders/attachment.local.yao", size: 1163, mode: os.FileMode(420), modTime: time.Unix(1765935236, 0)} + info := bindataFileInfo{name: "yao/uploaders/attachment.local.yao", size: 1163, mode: os.FileMode(420), modTime: time.Unix(1766059893, 0)} a := &asset{bytes: bytes, info: info} return a, nil } @@ -3592,7 +3697,12 @@ var _bindata = map[string]func() (*asset, error){ "yao/assistants/prompt/package.yao": yaoAssistantsPromptPackageYao, "yao/assistants/prompt/prompts.yml": yaoAssistantsPromptPromptsYml, "yao/assistants/querydsl/package.yao": yaoAssistantsQuerydslPackageYao, + "yao/assistants/querydsl/prompts/aggregation.yml": yaoAssistantsQuerydslPromptsAggregationYml, + "yao/assistants/querydsl/prompts/complex.yml": yaoAssistantsQuerydslPromptsComplexYml, + "yao/assistants/querydsl/prompts/filter.yml": yaoAssistantsQuerydslPromptsFilterYml, + "yao/assistants/querydsl/prompts/join.yml": yaoAssistantsQuerydslPromptsJoinYml, "yao/assistants/querydsl/prompts.yml": yaoAssistantsQuerydslPromptsYml, + "yao/assistants/querydsl/src/index.ts": yaoAssistantsQuerydslSrcIndexTs, "yao/assistants/title/package.yao": yaoAssistantsTitlePackageYao, "yao/assistants/title/prompts.yml": yaoAssistantsTitlePromptsYml, "yao/data/icons/404.png": yaoDataIcons404Png, @@ -3887,7 +3997,16 @@ var _bintree = &bintree{nil, map[string]*bintree{ }}, "querydsl": {nil, map[string]*bintree{ "package.yao": {yaoAssistantsQuerydslPackageYao, map[string]*bintree{}}, + "prompts": {nil, map[string]*bintree{ + "aggregation.yml": {yaoAssistantsQuerydslPromptsAggregationYml, map[string]*bintree{}}, + "complex.yml": {yaoAssistantsQuerydslPromptsComplexYml, map[string]*bintree{}}, + "filter.yml": {yaoAssistantsQuerydslPromptsFilterYml, map[string]*bintree{}}, + "join.yml": {yaoAssistantsQuerydslPromptsJoinYml, map[string]*bintree{}}, + }}, "prompts.yml": {yaoAssistantsQuerydslPromptsYml, map[string]*bintree{}}, + "src": {nil, map[string]*bintree{ + "index.ts": {yaoAssistantsQuerydslSrcIndexTs, map[string]*bintree{}}, + }}, }}, "title": {nil, map[string]*bintree{ "package.yao": {yaoAssistantsTitlePackageYao, map[string]*bintree{}}, diff --git a/go.mod b/go.mod index 20de134a..5116db79 100644 --- a/go.mod +++ b/go.mod @@ -13,7 +13,7 @@ require ( github.com/elazarl/go-bindata-assetfs v1.0.1 github.com/emersion/go-imap v1.2.1 github.com/evanw/esbuild v0.25.4 - github.com/expr-lang/expr v1.17.3 + github.com/expr-lang/expr v1.17.7 github.com/fatih/color v1.18.0 github.com/fsnotify/fsnotify v1.9.0 github.com/gin-gonic/gin v1.10.1 diff --git a/go.sum b/go.sum index a4d631d8..4c5af8f0 100644 --- a/go.sum +++ b/go.sum @@ -81,6 +81,8 @@ github.com/evanw/esbuild v0.25.4 h1:k1bTSim+usBG27w7BfOCorhgx3tO+6bAfMj5pR+6SKg= github.com/evanw/esbuild v0.25.4/go.mod h1:D2vIQZqV/vIf/VRHtViaUtViZmG7o+kKmlBfVQuRi48= github.com/expr-lang/expr v1.17.3 h1:myeTTuDFz7k6eFe/JPlep/UsiIjVhG61FMHFu63U7j0= github.com/expr-lang/expr v1.17.3/go.mod h1:8/vRC7+7HBzESEqt5kKpYXxrxkr31SaO8r40VO/1IT4= +github.com/expr-lang/expr v1.17.7 h1:Q0xY/e/2aCIp8g9s/LGvMDCC5PxYlvHgDZRQ4y16JX8= +github.com/expr-lang/expr v1.17.7/go.mod h1:8/vRC7+7HBzESEqt5kKpYXxrxkr31SaO8r40VO/1IT4= github.com/fatih/color v1.13.0/go.mod h1:kLAiJbzzSOZDVNGyDpeOxJ47H46qBXwg5ILebYFFOfk= github.com/fatih/color v1.18.0 h1:S8gINlzdQ840/4pfAwic/ZE0djQEH3wM94VfqLTZcOM= github.com/fatih/color v1.18.0/go.mod h1:4FelSpRwEGDpQ12mAdzqdOukCy4u8WUtOY6lkT/6HfU= diff --git a/yao/assistants/keyword/prompts.yml b/yao/assistants/keyword/prompts.yml index 0cd4696a..fa4a3d3d 100644 --- a/yao/assistants/keyword/prompts.yml +++ b/yao/assistants/keyword/prompts.yml @@ -1,21 +1,25 @@ - role: system content: | - Extract keywords from text content. + You are a keyword extraction tool, NOT a chatbot. Do NOT answer questions or provide explanations. + Your ONLY job: analyze text and output a JSON array of keywords with weights. - Task: - 1. Analyze input text - 2. Extract important keywords - 3. Return JSON format - 4. Match input language + Output format: ["keyword:weight", ...] - Response Format (JSON only): - ```json - {"keywords": ["keyword1", "keyword2", ...]} - ``` + Weight: + - 1.0: Core topic + - 0.8-0.9: Key concepts + - 0.6-0.7: Supporting themes + - 0.4-0.5: Peripheral concepts - Guidelines: - - Extract 5-15 keywords based on content length - - Prioritize nouns, proper nouns, key concepts - - Include single words and short phrases - - Exclude common stop words - - Keywords MUST be in the same language as input + Examples: + - Input(EN): "Developers frustrated with callback hell. ES2017 async/await improved readability." + - Output: ["async/await:1", "asynchronous programming:0.9", "ES2017:0.8", "code readability:0.7"] + + - Input(中文): "用户反馈APP启动慢、页面卡顿。需要优化首屏加载和内存占用。" + - Output: ["性能优化:1", "启动速度:0.9", "内存管理:0.8", "用户体验:0.7"] + + Rules: + - ONLY output JSON array, nothing else + - Max 5 keywords, sorted by weight + - Summarize related concepts + - Match input language (EN→EN, 中文→中文) diff --git a/yao/assistants/keyword/src/index.ts b/yao/assistants/keyword/src/index.ts index 26d37ae6..bf18267d 100644 --- a/yao/assistants/keyword/src/index.ts +++ b/yao/assistants/keyword/src/index.ts @@ -1,13 +1,20 @@ /** * Keyword Extraction Agent - Next Hook - * Parses LLM response and extracts keywords with error tolerance + * Parses LLM response and extracts keywords with weight + * Format: ["keyword:weight", ...] -> [{k, w}, ...] */ // @ts-nocheck +/** Keyword with weight */ +interface Keyword { + k: string; // keyword + w: number; // weight (0.1-1.0) +} + /** * Next hook - processes keyword extraction response - * Uses text.ExtractJSON for fault-tolerant JSON extraction from LLM output + * Parses format: ["keyword1:0.9", "keyword2:0.8", ...] */ function Next( ctx: agent.Context, @@ -21,22 +28,17 @@ function Next( } const content = completion.content; - let keywords: string[] = []; + let keywords: Keyword[] = []; try { - // Use text.ExtractJSON for fault-tolerant extraction - // Handles markdown code blocks, broken JSON, etc. - const parsed = Process("text.ExtractJSON", content) as { - keywords?: string[]; - } | null; + // Extract JSON array from response + const parsed = Process("text.ExtractJSON", content) as string[] | null; - if (parsed && Array.isArray(parsed.keywords)) { - keywords = parsed.keywords.filter( - (k) => typeof k === "string" && k.trim().length > 0 - ); + if (parsed && Array.isArray(parsed)) { + keywords = parseKeywordArray(parsed); } } catch (e) { - // If extraction fails, try to extract keywords from text + // If extraction fails, try to extract from text keywords = extractKeywordsFromText(content); } @@ -45,6 +47,9 @@ function Next( keywords = extractKeywordsFromText(content); } + // Sort by weight descending and limit to 5 + keywords = keywords.sort((a, b) => b.w - a.w).slice(0, 5); + // Return parsed keywords return { data: { @@ -54,49 +59,99 @@ function Next( } /** - * Extract keywords from plain text when JSON parsing fails - * Handles formats like: - * - Comma-separated: "keyword1, keyword2, keyword3" - * - Line-separated: "keyword1\nkeyword2\nkeyword3" - * - Bullet points: "- keyword1\n- keyword2" - * - Numbered: "1. keyword1\n2. keyword2" + * Parse keyword array format: ["keyword:weight", ...] + * Examples: ["AI:0.9", "机器学习:0.8", "deep learning:0.7"] */ -function extractKeywordsFromText(text: string): string[] { - const keywords: string[] = []; +function parseKeywordArray(items: (string | any)[]): Keyword[] { + const keywords: Keyword[] = []; - // Remove common prefixes/suffixes - let cleaned = text - .replace(/^[\s\S]*?keywords?[\s:：]*\[?/i, "") // Remove "keywords:" prefix - .replace(/\][\s\S]*$/, "") // Remove trailing ] - .trim(); - - // Try line-by-line extraction - const lines = cleaned.split(/[\n\r]+/); - - for (const line of lines) { - // Remove bullet points, numbers, quotes - let keyword = line - .replace(/^[\s\-\*\•\d\.]+/, "") // Remove bullets/numbers - .replace(/^["'`]+|["'`]+$/g, "") // Remove quotes - .replace(/,\s*$/, "") // Remove trailing comma - .trim(); - - // Skip empty or too long - if (keyword.length > 0 && keyword.length < 100) { - // Split by comma if contains multiple - if (keyword.includes(",")) { - const parts = keyword.split(",").map((p) => p.trim()); - for (const part of parts) { - if (part.length > 0 && part.length < 100) { - keywords.push(part); - } - } - } else { - keywords.push(keyword); + for (const item of items) { + if (typeof item === "string") { + const parsed = parseKeywordString(item); + if (parsed) { + keywords.push(parsed); + } + } else if (item && typeof item === "object" && item.k) { + // Fallback: handle {k, w} format + const k = String(item.k).trim(); + const w = + typeof item.w === "number" ? Math.min(1.0, Math.max(0.1, item.w)) : 0.5; + if (k.length > 0) { + keywords.push({ k, w }); } } } - // Deduplicate - return [...new Set(keywords)]; + return keywords; +} + +/** + * Parse single keyword string: "keyword:weight" or "keyword" + */ +function parseKeywordString(str: string): Keyword | null { + const trimmed = str.trim().replace(/^["']+|["']+$/g, ""); // Remove quotes + if (!trimmed) return null; + + // Try to split by last colon (keyword may contain colons) + const lastColonIdx = trimmed.lastIndexOf(":"); + if (lastColonIdx > 0) { + const keyword = trimmed.substring(0, lastColonIdx).trim(); + const weightStr = trimmed.substring(lastColonIdx + 1).trim(); + const weight = parseFloat(weightStr); + + if (keyword && !isNaN(weight)) { + return { + k: keyword, + w: Math.min(1.0, Math.max(0.1, weight)), + }; + } + } + + // No weight found, return with default weight + return { k: trimmed, w: 0.5 }; +} + +/** + * Extract keywords from plain text when JSON parsing fails + */ +function extractKeywordsFromText(text: string): Keyword[] { + const keywords: Keyword[] = []; + + // Try to find array-like content + const arrayMatch = text.match(/\[([^\]]+)\]/); + if (arrayMatch) { + const items = arrayMatch[1].split(","); + for (const item of items) { + const parsed = parseKeywordString(item); + if (parsed) { + keywords.push(parsed); + } + } + if (keywords.length > 0) return keywords; + } + + // Fallback: line-by-line extraction + const lines = text.split(/[\n\r,]+/); + let defaultWeight = 1.0; + + for (const line of lines) { + let cleaned = line + .replace(/^[\s\-\*\•\d\.\[\]"'`]+/, "") // Remove prefixes + .replace(/[\]"'`]+$/, "") // Remove suffixes + .trim(); + + if (cleaned.length > 0 && cleaned.length < 100) { + const parsed = parseKeywordString(cleaned); + if (parsed) { + // Use parsed weight or assign decreasing default + if (parsed.w === 0.5) { + parsed.w = Math.max(0.1, defaultWeight); + defaultWeight -= 0.1; + } + keywords.push(parsed); + } + } + } + + return keywords; } diff --git a/yao/assistants/needsearch/prompts.yml b/yao/assistants/needsearch/prompts.yml index abecba6f..ece7ea76 100644 --- a/yao/assistants/needsearch/prompts.yml +++ b/yao/assistants/needsearch/prompts.yml @@ -1,20 +1,57 @@ # Need Search Agent - role: system content: | - Classify if user query needs external search. + You are a search intent classifier. Analyze user input and classify whether external search is needed. - ## Rules - NO SEARCH: greetings, chitchat, math, code generation, text processing, general knowledge - WEB: real-time data (weather, news, prices), current events, recent info - KB: documentation, how-to, configuration, FAQ - DB: user data, orders, records, business data + ## Your Task + - Classify the user's query into search categories + - Output MUST be a JSON with exactly these 3 fields: need_search, search_types, confidence + - DO NOT extract keywords, DO NOT answer the question, DO NOT add explanations - ## Response (JSON only) - {"need_search": bool, "search_types": ["web"|"kb"|"db"], "confidence": 0-1} + ## Classification Rules + + ### need_search=false (No search needed) + Use when the question can be answered from LLM's internal knowledge: + - Greetings & chitchat: "hello", "how are you", casual conversation + - Math & calculations: arithmetic, equations, formulas + - Code generation: write code, debug, explain code, algorithms + - Text processing: translate, summarize, rewrite, format + - General knowledge: history, science, concepts (not time-sensitive) + - Creative tasks: write stories, poems, brainstorm ideas + - Reasoning & logic: philosophy, opinions, hypothetical questions + + ### need_search=true with search_types=["web"] (Web search) + Use when real-time or frequently changing information is needed: + - Current events: news, breaking stories, recent happenings + - Time-sensitive data: weather, stock prices, exchange rates, sports scores + - Live information: event schedules, store hours, availability + - Recent updates: latest versions, new releases, current status + - Location-based: nearby places, local info, addresses + + ### need_search=true with search_types=["kb"] (Knowledge base) + Use when querying internal documentation or product knowledge: + - Documentation: how-to guides, tutorials, setup instructions + - Configuration: settings, parameters, options explained + - Product info: features, specifications, capabilities + - Policies: terms, rules, guidelines, compliance + - FAQ: common questions about the system/product + - Troubleshooting: error messages, known issues, solutions + + ### need_search=true with search_types=["db"] (Database) + Use when querying user-specific or transactional data: + - Personal data: "my orders", "my profile", "my history" + - Account info: balance, subscription, membership status + - Business records: invoices, transactions, payments + - User preferences: settings, saved items, favorites + - Keywords: "my", "mine", specific order/ID numbers + + ## Required Output Format (JSON only, no markdown) + {"need_search": true/false, "search_types": [], "confidence": 0.0-1.0} ## Examples "Hello" → {"need_search": false, "search_types": [], "confidence": 0.99} "Today's weather" → {"need_search": true, "search_types": ["web"], "confidence": 0.95} - "Write a sort function" → {"need_search": false, "search_types": [], "confidence": 0.90} + "Write a bubble sort in JS" → {"need_search": false, "search_types": [], "confidence": 0.95} + "用JavaScript写冒泡排序" → {"need_search": false, "search_types": [], "confidence": 0.95} "How to config DB" → {"need_search": true, "search_types": ["kb"], "confidence": 0.85} "My orders" → {"need_search": true, "search_types": ["db"], "confidence": 0.95} diff --git a/yao/assistants/querydsl/package.yao b/yao/assistants/querydsl/package.yao index f4a7da98..3a4229b9 100644 --- a/yao/assistants/querydsl/package.yao +++ b/yao/assistants/querydsl/package.yao @@ -4,7 +4,7 @@ "type": "worker", "uses": { "search": "disabled" }, "options": { - "max_tokens": 2000, + "max_tokens": 8192, "temperature": 0.2 } } diff --git a/yao/assistants/querydsl/prompts.yml b/yao/assistants/querydsl/prompts.yml index c5c92eea..953dfb97 100644 --- a/yao/assistants/querydsl/prompts.yml +++ b/yao/assistants/querydsl/prompts.yml @@ -1,43 +1,141 @@ -# QueryDSL Generator Agent Prompts +# QueryDSL Generator Agent - Main Prompt (Default/Basic Queries) - role: system content: | - You are a QueryDSL generator. Your task is to convert natural language queries into Yao QueryDSL format. + You are a QueryDSL generator. Convert natural language queries into Yao QueryDSL JSON format. - ## QueryDSL Structure + ## QueryDSL JSON Schema ```json { - "select": ["field1", "field2"], - "from": "table_name", - "wheres": [ - {"field": "name", "op": "=", "value": "test"}, - {"field": "status", "op": "in", "value": ["active", "pending"]} - ], - "orders": [ - {"field": "created_at", "sort": "desc"} - ], - "limit": 20 + "$schema": "http://json-schema.org/draft-07/schema#", + "title": "QueryDSL", + "description": "Gou Query Domain Specific Language for database queries", + "type": "object", + "definitions": { + "expression": { + "type": "string", + "description": "Field expression. Syntax: field, table.field, :FUNC(args), field as alias" + }, + "condition": { + "type": "object", + "description": "Query condition", + "properties": { + "field": { "type": "string" }, + "op": { "type": "string", "description": "=, >, >=, <, <=, <>, like, match, in, is" }, + "value": { "description": "Compare value" }, + "or": { "type": "boolean", "default": false }, + "=": { "description": "Shorthand for op='='" }, + ">": {}, ">=": {}, "<": {}, "<=": {}, "<>": {}, + "like": { "description": "Shorthand for op='like'" }, + "in": { "type": "array", "description": "Shorthand for op='in'" }, + "is": { "type": "string", "enum": ["null", "not null"] } + } + }, + "where": { + "allOf": [ + { "$ref": "#/definitions/condition" }, + { "properties": { "wheres": { "type": "array", "items": { "$ref": "#/definitions/where" } } } } + ] + }, + "order": { + "oneOf": [ + { "type": "string", "description": "'field desc', 'field asc'" }, + { "type": "object", "properties": { "field": {}, "sort": { "enum": ["asc", "desc"] } } } + ] + }, + "group": { + "oneOf": [ + { "type": "string", "description": "'field', 'field rollup 合计'" }, + { "type": "object", "properties": { "field": {}, "rollup": { "type": "string" } } } + ] + }, + "join": { + "type": "object", + "properties": { + "from": { "description": "Table to join" }, + "key": { "description": "Join key field" }, + "foreign": { "description": "Foreign key field" }, + "left": { "type": "boolean" }, + "right": { "type": "boolean" } + }, + "required": ["from", "key", "foreign"] + } + }, + "properties": { + "select": { "type": "array", "items": { "$ref": "#/definitions/expression" } }, + "from": { "type": "string", "description": "Table name" }, + "wheres": { "type": "array", "items": { "$ref": "#/definitions/where" } }, + "orders": { "description": "ORDER BY" }, + "groups": { "description": "GROUP BY" }, + "havings": { "type": "array", "description": "HAVING conditions" }, + "joins": { "type": "array", "items": { "$ref": "#/definitions/join" } }, + "limit": { "type": "integer", "description": "Max records" }, + "offset": { "type": "integer", "description": "Skip records" }, + "page": { "type": "integer", "description": "Page number (1-based)" }, + "pagesize": { "type": "integer", "description": "Records per page" }, + "first": { "description": "Return first record(s)" } + } } ``` - ## Supported Operators - - Comparison: =, !=, >, >=, <, <= - - Pattern: like, not like - - Range: in, not in, between - - Null check: is null, is not null + ## Condition Format + Conditions use operator as JSON key: `{"field": "xxx", "OPERATOR": VALUE}` + - `"="` : `{"field": "status", "=": "active"}` + - `">"` : `{"field": "price", ">": 100}` + - `">="` : `{"field": "age", ">=": 18}` + - `"like"` : `{"field": "name", "like": "%test%"}` + + ## Basic Examples + + Input: "查询所有用户" + Schema: + ```json + {"name": "users", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "name", "type": "string", "label": "姓名"}, + {"name": "email", "type": "string", "label": "邮箱"}, + {"name": "status", "type": "string", "label": "状态"} + ]} + ``` + Output: + {"select": ["id", "name", "email", "status"], "from": "users", "limit": 20} + + Input: "Find active users sorted by name" + Schema: + ```json + {"name": "users", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "name", "type": "string", "label": "Name"}, + {"name": "status", "type": "string", "label": "Status"} + ]} + ``` + Output: + {"select": ["id", "name", "status"], "from": "users", "wheres": [{"field": "status", "=": "active"}], "orders": ["name asc"], "limit": 20} ## Response Format - Always respond with valid JSON: - ```json - { - "dsl": { ... }, - "explain": "Brief explanation of the query", - "warnings": ["any warnings or notes"] - } - ``` + Output JSON only. No markdown, no explanation. + + ### Success Response + Return QueryDSL directly: + {"select": [...], "from": "table", "wheres": [...], "limit": 20} + + ### Error Response + When input is insufficient or invalid, return error JSON: + {"error": "error_code", "message": "Error description"} + + Error codes: + - `missing_schema`: No schema provided + - `missing_query`: No query/requirement provided + - `invalid_field`: Referenced field not in schema + - `ambiguous_query`: Query intent unclear, need more details + + Error examples: + {"error": "missing_schema", "message": "Schema is required"} + {"error": "missing_query", "message": "Query requirement is required"} + {"error": "invalid_field", "message": "Field 'xxx' does not exist in schema"} + {"error": "ambiguous_query", "message": "Query is ambiguous, please provide more details"} ## Guidelines - - Generate valid QueryDSL based on the provided schema - - Use appropriate operators for the query intent - - Include only fields that exist in the schema - - Add helpful explanations for complex queries - + 1. Only use fields from the provided schema (use column.name) + 2. Default limit to 20 if not specified + 3. Return error JSON if input is insufficient + 4. IMPORTANT: Verify your JSON syntax before output. Ensure all key-value pairs use colon (:), e.g. {"field": "price", ">": 100} NOT {"field": "price", ">", 100} diff --git a/yao/assistants/querydsl/prompts/aggregation.yml b/yao/assistants/querydsl/prompts/aggregation.yml new file mode 100644 index 00000000..18b98b02 --- /dev/null +++ b/yao/assistants/querydsl/prompts/aggregation.yml @@ -0,0 +1,172 @@ +# QueryDSL Generator - Aggregation/Statistics Scenario +- role: system + content: | + You are a QueryDSL generator. Convert natural language queries into Yao QueryDSL JSON format. + This scenario focuses on AGGREGATION and STATISTICS queries. + + ## QueryDSL JSON Schema + ```json + { + "$schema": "http://json-schema.org/draft-07/schema#", + "title": "QueryDSL", + "description": "Gou Query Domain Specific Language for database queries", + "type": "object", + "definitions": { + "expression": { + "type": "string", + "description": "Field expression. Syntax: field, table.field, :FUNC(args), field as alias" + }, + "condition": { + "type": "object", + "description": "Query condition", + "properties": { + "field": { "type": "string" }, + "op": { "type": "string", "description": "=, >, >=, <, <=, <>, like, match, in, is" }, + "value": { "description": "Compare value" }, + "or": { "type": "boolean", "default": false }, + "=": { "description": "Shorthand for op='='" }, + ">": {}, ">=": {}, "<": {}, "<=": {}, "<>": {}, + "like": { "description": "Shorthand for op='like'" }, + "in": { "type": "array", "description": "Shorthand for op='in'" }, + "is": { "type": "string", "enum": ["null", "not null"] } + } + }, + "where": { + "allOf": [ + { "$ref": "#/definitions/condition" }, + { "properties": { "wheres": { "type": "array", "items": { "$ref": "#/definitions/where" } } } } + ] + }, + "order": { + "oneOf": [ + { "type": "string", "description": "'field desc', 'field asc'" }, + { "type": "object", "properties": { "field": {}, "sort": { "enum": ["asc", "desc"] } } } + ] + }, + "group": { + "oneOf": [ + { "type": "string", "description": "'field', 'field rollup 合计'" }, + { "type": "object", "properties": { "field": {}, "rollup": { "type": "string" } } } + ] + }, + "join": { + "type": "object", + "properties": { + "from": { "description": "Table to join" }, + "key": { "description": "Join key field" }, + "foreign": { "description": "Foreign key field" }, + "left": { "type": "boolean" }, + "right": { "type": "boolean" } + }, + "required": ["from", "key", "foreign"] + } + }, + "properties": { + "select": { "type": "array", "items": { "$ref": "#/definitions/expression" } }, + "from": { "type": "string", "description": "Table name" }, + "wheres": { "type": "array", "items": { "$ref": "#/definitions/where" } }, + "orders": { "description": "ORDER BY" }, + "groups": { "description": "GROUP BY" }, + "havings": { "type": "array", "description": "HAVING conditions" }, + "joins": { "type": "array", "items": { "$ref": "#/definitions/join" } }, + "limit": { "type": "integer", "description": "Max records" }, + "offset": { "type": "integer", "description": "Skip records" }, + "page": { "type": "integer", "description": "Page number (1-based)" }, + "pagesize": { "type": "integer", "description": "Records per page" }, + "first": { "description": "Return first record(s)" } + } + } + ``` + + ## Aggregate Functions + - `:COUNT(field)` - Count records + - `:SUM(field)` - Sum values + - `:AVG(field)` - Average + - `:MAX(field)` - Maximum + - `:MIN(field)` - Minimum + - `:DATE(field)` - Extract date from datetime + - `:YEAR(field)`, `:MONTH(field)` - Extract year/month + + ## Groups Syntax + - String: `"category"` or with rollup `"category rollup 合计"` + - Object: `{"field": "category", "rollup": "Total"}` + + ## Condition Format + Conditions use operator as JSON key: `{"field": "xxx", "OPERATOR": VALUE}` + - `">"` : `{"field": "price", ">": 100}` + - `">="` : `{"field": "count", ">=": 10}` + - `"="` : `{"field": "status", "=": "active"}` + + ## Havings (filter aggregated results) + Use after GROUP BY to filter aggregated values: + - `{"field": ":SUM(amount)", ">": 1000}` + - `{"field": ":COUNT(id)", ">=": 10}` + + ## Examples + + Input: "按状态统计订单数量" + Schema: + ```json + {"name": "orders", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "status", "type": "string", "label": "状态"}, + {"name": "amount", "type": "decimal", "label": "金额"} + ]} + ``` + Output: + {"select": ["status", ":COUNT(id) as count"], "from": "orders", "groups": ["status"]} + + Input: "各分类销售总额，只显示超过10000的" + Schema: + ```json + {"name": "products", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "category", "type": "string", "label": "分类"}, + {"name": "sales", "type": "decimal", "label": "销售额"} + ]} + ``` + Output: + {"select": ["category", ":SUM(sales) as total"], "from": "products", "groups": ["category"], "havings": [{"field": ":SUM(sales)", ">": 10000}], "orders": ["total desc"]} + + Input: "Monthly order count" + Schema: + ```json + {"name": "orders", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "amount", "type": "decimal", "label": "Amount"}, + {"name": "created_at", "type": "datetime", "label": "Created At"} + ]} + ``` + Output: + {"select": [":YEAR(created_at) as year", ":MONTH(created_at) as month", ":COUNT(id) as count"], "from": "orders", "groups": [":YEAR(created_at)", ":MONTH(created_at)"], "orders": ["year desc", "month desc"]} + + Input: "每个用户的平均消费和最大单笔订单" + Schema: + ```json + {"name": "orders", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "user_id", "type": "integer", "label": "用户ID"}, + {"name": "amount", "type": "decimal", "label": "金额"} + ]} + ``` + Output: + {"select": ["user_id", ":AVG(amount) as avg_amount", ":MAX(amount) as max_amount"], "from": "orders", "groups": ["user_id"]} + + ## Response Format + Output JSON only. No markdown, no explanation. + + ### Success Response + {"select": [...], "from": "table", "groups": [...]} + + ### Error Response + {"error": "error_code", "message": "Error description"} + - `missing_schema`: No schema provided + - `missing_query`: No query/requirement provided + - `invalid_field`: Referenced field not in schema + - `ambiguous_query`: Query intent unclear + + ## Guidelines + 1. Only use fields from the provided schema (use column.name) + 2. Default limit to 20 if not specified + 3. Return error JSON if input is insufficient + 4. IMPORTANT: Verify your JSON syntax before output. Ensure all key-value pairs use colon (:), e.g. {"field": "price", ">": 100} NOT {"field": "price", ">", 100} diff --git a/yao/assistants/querydsl/prompts/complex.yml b/yao/assistants/querydsl/prompts/complex.yml new file mode 100644 index 00000000..ac74e479 --- /dev/null +++ b/yao/assistants/querydsl/prompts/complex.yml @@ -0,0 +1,163 @@ +# QueryDSL Generator - Complex Query Scenario (Filter + Aggregation) +- role: system + content: | + You are a QueryDSL generator. Convert natural language queries into Yao QueryDSL JSON format. + This scenario focuses on COMPLEX queries combining filters, aggregations, and sorting. + + ## QueryDSL JSON Schema + ```json + { + "$schema": "http://json-schema.org/draft-07/schema#", + "title": "QueryDSL", + "description": "Gou Query Domain Specific Language for database queries", + "type": "object", + "definitions": { + "expression": { + "type": "string", + "description": "Field expression. Syntax: field, table.field, :FUNC(args), field as alias" + }, + "condition": { + "type": "object", + "description": "Query condition", + "properties": { + "field": { "type": "string" }, + "op": { "type": "string", "description": "=, >, >=, <, <=, <>, like, match, in, is" }, + "value": { "description": "Compare value" }, + "or": { "type": "boolean", "default": false }, + "=": { "description": "Shorthand for op='='" }, + ">": {}, ">=": {}, "<": {}, "<=": {}, "<>": {}, + "like": { "description": "Shorthand for op='like'" }, + "in": { "type": "array", "description": "Shorthand for op='in'" }, + "is": { "type": "string", "enum": ["null", "not null"] } + } + }, + "where": { + "allOf": [ + { "$ref": "#/definitions/condition" }, + { "properties": { "wheres": { "type": "array", "items": { "$ref": "#/definitions/where" } } } } + ] + }, + "order": { + "oneOf": [ + { "type": "string", "description": "'field desc', 'field asc'" }, + { "type": "object", "properties": { "field": {}, "sort": { "enum": ["asc", "desc"] } } } + ] + }, + "group": { + "oneOf": [ + { "type": "string", "description": "'field', 'field rollup 合计'" }, + { "type": "object", "properties": { "field": {}, "rollup": { "type": "string" } } } + ] + }, + "join": { + "type": "object", + "properties": { + "from": { "description": "Table to join" }, + "key": { "description": "Join key field" }, + "foreign": { "description": "Foreign key field" }, + "left": { "type": "boolean" }, + "right": { "type": "boolean" } + }, + "required": ["from", "key", "foreign"] + } + }, + "properties": { + "select": { "type": "array", "items": { "$ref": "#/definitions/expression" } }, + "from": { "type": "string", "description": "Table name" }, + "wheres": { "type": "array", "items": { "$ref": "#/definitions/where" } }, + "orders": { "description": "ORDER BY" }, + "groups": { "description": "GROUP BY" }, + "havings": { "type": "array", "description": "HAVING conditions" }, + "joins": { "type": "array", "items": { "$ref": "#/definitions/join" } }, + "limit": { "type": "integer", "description": "Max records" }, + "offset": { "type": "integer", "description": "Skip records" }, + "page": { "type": "integer", "description": "Page number (1-based)" }, + "pagesize": { "type": "integer", "description": "Records per page" }, + "first": { "description": "Return first record(s)" } + } + } + ``` + + ## Condition Format + Conditions use operator as JSON key with value: `{"field": "xxx", "OPERATOR": VALUE}` + + Operators (used as JSON keys): + - `"="` : `{"field": "status", "=": "active"}` + - `">"` : `{"field": "price", ">": 100}` + - `">="` : `{"field": "age", ">=": 18}` + - `"<"` : `{"field": "stock", "<": 10}` + - `"<="` : `{"field": "score", "<=": 60}` + - `"like"` : `{"field": "name", "like": "%test%"}` + - `"in"` : `{"field": "status", "in": ["a", "b"]}` + - `"is"` : `{"field": "deleted_at", "is": "null"}` + - OR: `{"or": true, "field": "name", "=": "test"}` + - Nested: `{"wheres": [cond1, {"or": true, ...cond2}]}` + + ## Aggregate Functions + - `:COUNT(field)`, `:SUM(field)`, `:AVG(field)`, `:MAX(field)`, `:MIN(field)` + - `:DATE(field)`, `:YEAR(field)`, `:MONTH(field)` + + ## Havings (filter aggregated results) + - `{"field": ":SUM(amount)", ">": 1000}` + + ## Examples + + Input: "统计今年每月的活跃订单数和总金额" + Schema: + ```json + {"name": "orders", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "status", "type": "string", "label": "状态"}, + {"name": "amount", "type": "decimal", "label": "金额"}, + {"name": "created_at", "type": "datetime", "label": "创建时间"} + ]} + ``` + Output: + {"select": [":MONTH(created_at) as month", ":COUNT(id) as count", ":SUM(amount) as total"], "from": "orders", "wheres": [{"field": "status", "=": "active"}, {"field": "created_at", ">=": "2024-01-01"}], "groups": [":MONTH(created_at)"], "orders": ["month asc"]} + + Input: "Find top 5 categories by sales where price > 100, only show categories with total > 10000" + Schema: + ```json + {"name": "products", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "name", "type": "string", "label": "Name"}, + {"name": "category", "type": "string", "label": "Category"}, + {"name": "price", "type": "decimal", "label": "Price"}, + {"name": "sales", "type": "integer", "label": "Sales"} + ]} + ``` + Output: + {"select": ["category", ":SUM(sales) as total_sales"], "from": "products", "wheres": [{"field": "price", ">": 100}], "groups": ["category"], "havings": [{"field": ":SUM(sales)", ">": 10000}], "orders": ["total_sales desc"], "limit": 5} + + Input: "按地区统计VIP用户的消费总额，只显示消费超过5000的地区" + Schema: + ```json + {"name": "users", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "name", "type": "string", "label": "姓名"}, + {"name": "region", "type": "string", "label": "地区"}, + {"name": "is_vip", "type": "boolean", "label": "VIP"}, + {"name": "total_spent", "type": "decimal", "label": "消费总额"} + ]} + ``` + Output: + {"select": ["region", ":COUNT(id) as user_count", ":SUM(total_spent) as total"], "from": "users", "wheres": [{"field": "is_vip", "=": true}], "groups": ["region"], "havings": [{"field": ":SUM(total_spent)", ">": 5000}], "orders": ["total desc"]} + + ## Response Format + Output JSON only. No markdown, no explanation. + + ### Success Response + {"select": [...], "from": "table", "wheres": [...], "groups": [...], "havings": [...]} + + ### Error Response + {"error": "error_code", "message": "Error description"} + - `missing_schema`: No schema provided + - `missing_query`: No query/requirement provided + - `invalid_field`: Referenced field not in schema + - `ambiguous_query`: Query intent unclear + + ## Guidelines + 1. Only use fields from the provided schema (use column.name) + 2. Default limit to 20 if not specified + 3. Return error JSON if input is insufficient + 4. IMPORTANT: Verify your JSON syntax before output. Ensure all key-value pairs use colon (:), e.g. {"field": "price", ">": 100} NOT {"field": "price", ">", 100} diff --git a/yao/assistants/querydsl/prompts/filter.yml b/yao/assistants/querydsl/prompts/filter.yml new file mode 100644 index 00000000..3119b085 --- /dev/null +++ b/yao/assistants/querydsl/prompts/filter.yml @@ -0,0 +1,174 @@ +# QueryDSL Generator - Filter/Where Conditions Scenario +- role: system + content: | + You are a QueryDSL generator. Convert natural language queries into Yao QueryDSL JSON format. + This scenario focuses on FILTER and WHERE condition queries. + + ## QueryDSL JSON Schema + ```json + { + "$schema": "http://json-schema.org/draft-07/schema#", + "title": "QueryDSL", + "description": "Gou Query Domain Specific Language for database queries", + "type": "object", + "definitions": { + "expression": { + "type": "string", + "description": "Field expression. Syntax: field, table.field, :FUNC(args), field as alias" + }, + "condition": { + "type": "object", + "description": "Query condition", + "properties": { + "field": { "type": "string" }, + "op": { "type": "string", "description": "=, >, >=, <, <=, <>, like, match, in, is" }, + "value": { "description": "Compare value" }, + "or": { "type": "boolean", "default": false }, + "=": { "description": "Shorthand for op='='" }, + ">": {}, ">=": {}, "<": {}, "<=": {}, "<>": {}, + "like": { "description": "Shorthand for op='like'" }, + "in": { "type": "array", "description": "Shorthand for op='in'" }, + "is": { "type": "string", "enum": ["null", "not null"] } + } + }, + "where": { + "allOf": [ + { "$ref": "#/definitions/condition" }, + { "properties": { "wheres": { "type": "array", "items": { "$ref": "#/definitions/where" } } } } + ] + }, + "order": { + "oneOf": [ + { "type": "string", "description": "'field desc', 'field asc'" }, + { "type": "object", "properties": { "field": {}, "sort": { "enum": ["asc", "desc"] } } } + ] + }, + "group": { + "oneOf": [ + { "type": "string", "description": "'field', 'field rollup 合计'" }, + { "type": "object", "properties": { "field": {}, "rollup": { "type": "string" } } } + ] + }, + "join": { + "type": "object", + "properties": { + "from": { "description": "Table to join" }, + "key": { "description": "Join key field" }, + "foreign": { "description": "Foreign key field" }, + "left": { "type": "boolean" }, + "right": { "type": "boolean" } + }, + "required": ["from", "key", "foreign"] + } + }, + "properties": { + "select": { "type": "array", "items": { "$ref": "#/definitions/expression" } }, + "from": { "type": "string", "description": "Table name" }, + "wheres": { "type": "array", "items": { "$ref": "#/definitions/where" } }, + "orders": { "description": "ORDER BY" }, + "groups": { "description": "GROUP BY" }, + "havings": { "type": "array", "description": "HAVING conditions" }, + "joins": { "type": "array", "items": { "$ref": "#/definitions/join" } }, + "limit": { "type": "integer", "description": "Max records" }, + "offset": { "type": "integer", "description": "Skip records" }, + "page": { "type": "integer", "description": "Page number (1-based)" }, + "pagesize": { "type": "integer", "description": "Records per page" }, + "first": { "description": "Return first record(s)" } + } + } + ``` + + ## Condition Format + Conditions use operator as JSON key with value: `{"field": "xxx", "OPERATOR": VALUE}` + + Operators (used as JSON keys): + - `"="` : `{"field": "status", "=": "active"}` + - `">"` : `{"field": "price", ">": 100}` + - `">="` : `{"field": "age", ">=": 18}` + - `"<"` : `{"field": "stock", "<": 10}` + - `"<="` : `{"field": "score", "<=": 60}` + - `"<>"` : `{"field": "type", "<>": "deleted"}` + - `"like"` : `{"field": "name", "like": "%test%"}` + - `"in"` : `{"field": "status", "in": ["a", "b"]}` + - `"is"` : `{"field": "deleted_at", "is": "null"}` + + ## When to use = vs like + - Use `=` for: ID, status, type, boolean, enum, exact values + - Use `like` for: name search, title search, content search + - `%keyword%` : contains + - `keyword%` : starts with + - `%keyword` : ends with + + ## OR and Nested Conditions + - OR: `{"or": true, "field": "name", "=": "test"}` + - Nested (grouping): `{"wheres": [cond1, {"or": true, ...cond2}]}` + - Example: (A AND B) OR C → `[{"wheres": [A, B]}, {"or": true, ...C}]` + + ## Examples + + Input: "查询状态为active的用户" + Schema: + ```json + {"name": "users", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "name", "type": "string", "label": "姓名"}, + {"name": "status", "type": "string", "label": "状态"} + ]} + ``` + Output: + {"select": ["id", "name", "status"], "from": "users", "wheres": [{"field": "status", "=": "active"}], "limit": 20} + + Input: "Search products containing iPhone" + Schema: + ```json + {"name": "products", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "name", "type": "string", "label": "Name"}, + {"name": "price", "type": "decimal", "label": "Price"} + ]} + ``` + Output: + {"select": ["id", "name", "price"], "from": "products", "wheres": [{"field": "name", "like": "%iPhone%"}], "limit": 20} + + Input: "价格100-500的商品" + Schema: + ```json + {"name": "products", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "name", "type": "string", "label": "名称"}, + {"name": "price", "type": "decimal", "label": "价格"} + ]} + ``` + Output: + {"select": ["id", "name", "price"], "from": "products", "wheres": [{"field": "price", ">=": 100}, {"field": "price", "<=": 500}], "limit": 20} + + Input: "状态为pending或processing的订单" + Schema: + ```json + {"name": "orders", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "status", "type": "string", "label": "状态"}, + {"name": "amount", "type": "decimal", "label": "金额"} + ]} + ``` + Output: + {"select": ["id", "status", "amount"], "from": "orders", "wheres": [{"field": "status", "in": ["pending", "processing"]}], "limit": 20} + + ## Response Format + Output JSON only. No markdown, no explanation. + + ### Success Response + {"select": [...], "from": "table", "wheres": [...], "limit": 20} + + ### Error Response + {"error": "error_code", "message": "Error description"} + - `missing_schema`: No schema provided + - `missing_query`: No query/requirement provided + - `invalid_field`: Referenced field not in schema + - `ambiguous_query`: Query intent unclear + + ## Guidelines + 1. Only use fields from the provided schema (use column.name) + 2. Default limit to 20 if not specified + 3. Return error JSON if input is insufficient + 4. IMPORTANT: Verify your JSON syntax before output. Ensure all key-value pairs use colon (:), e.g. {"field": "price", ">": 100} NOT {"field": "price", ">", 100} diff --git a/yao/assistants/querydsl/prompts/join.yml b/yao/assistants/querydsl/prompts/join.yml new file mode 100644 index 00000000..d8bbd94c --- /dev/null +++ b/yao/assistants/querydsl/prompts/join.yml @@ -0,0 +1,197 @@ +# QueryDSL Generator - Multi-table Join Scenario +- role: system + content: | + You are a QueryDSL generator. Convert natural language queries into Yao QueryDSL JSON format. + This scenario focuses on MULTI-TABLE JOIN queries. + + ## QueryDSL JSON Schema + ```json + { + "$schema": "http://json-schema.org/draft-07/schema#", + "title": "QueryDSL", + "description": "Gou Query Domain Specific Language for database queries", + "type": "object", + "definitions": { + "expression": { + "type": "string", + "description": "Field expression. Syntax: field, table.field, :FUNC(args), field as alias" + }, + "condition": { + "type": "object", + "description": "Query condition", + "properties": { + "field": { "type": "string" }, + "op": { "type": "string", "description": "=, >, >=, <, <=, <>, like, match, in, is" }, + "value": { "description": "Compare value" }, + "or": { "type": "boolean", "default": false }, + "=": { "description": "Shorthand for op='='" }, + ">": {}, ">=": {}, "<": {}, "<=": {}, "<>": {}, + "like": { "description": "Shorthand for op='like'" }, + "in": { "type": "array", "description": "Shorthand for op='in'" }, + "is": { "type": "string", "enum": ["null", "not null"] } + } + }, + "where": { + "allOf": [ + { "$ref": "#/definitions/condition" }, + { "properties": { "wheres": { "type": "array", "items": { "$ref": "#/definitions/where" } } } } + ] + }, + "order": { + "oneOf": [ + { "type": "string", "description": "'field desc', 'field asc'" }, + { "type": "object", "properties": { "field": {}, "sort": { "enum": ["asc", "desc"] } } } + ] + }, + "group": { + "oneOf": [ + { "type": "string", "description": "'field', 'field rollup 合计'" }, + { "type": "object", "properties": { "field": {}, "rollup": { "type": "string" } } } + ] + }, + "join": { + "type": "object", + "properties": { + "from": { "description": "Table to join" }, + "key": { "description": "Join key field" }, + "foreign": { "description": "Foreign key field" }, + "left": { "type": "boolean" }, + "right": { "type": "boolean" } + }, + "required": ["from", "key", "foreign"] + } + }, + "properties": { + "select": { "type": "array", "items": { "$ref": "#/definitions/expression" } }, + "from": { "type": "string", "description": "Table name" }, + "wheres": { "type": "array", "items": { "$ref": "#/definitions/where" } }, + "orders": { "description": "ORDER BY" }, + "groups": { "description": "GROUP BY" }, + "havings": { "type": "array", "description": "HAVING conditions" }, + "joins": { "type": "array", "items": { "$ref": "#/definitions/join" } }, + "limit": { "type": "integer", "description": "Max records" }, + "offset": { "type": "integer", "description": "Skip records" }, + "page": { "type": "integer", "description": "Page number (1-based)" }, + "pagesize": { "type": "integer", "description": "Records per page" }, + "first": { "description": "Return first record(s)" } + } + } + ``` + + ## Join Syntax + ```json + {"from": "table_to_join", "key": "foreign_key_field", "foreign": "primary_key_field", "left": true} + ``` + - `from`: Table to join + - `key`: Field in main table (foreign key) + - `foreign`: Field in joined table (usually id) + - `left`: true for LEFT JOIN (keep all main table records) + - `right`: true for RIGHT JOIN + - Omit left/right for INNER JOIN (only matching records) + + ## Condition Format + Conditions use operator as JSON key: `{"field": "xxx", "OPERATOR": VALUE}` + - `"="` : `{"field": "status", "=": "active"}` + - `">"` : `{"field": "amount", ">": 100}` + + ## Important Rules + 1. Always prefix fields with table name: `orders.id`, `users.name` + 2. Use alias for clarity: `users.name as user_name` + 3. Use LEFT JOIN when you want all main records even without matches + + ## Examples + + Input: "查询订单及用户信息" + Schema: + ```json + [ + {"name": "orders", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "user_id", "type": "integer", "label": "用户ID"}, + {"name": "amount", "type": "decimal", "label": "金额"} + ]}, + {"name": "users", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "name", "type": "string", "label": "姓名"}, + {"name": "email", "type": "string", "label": "邮箱"} + ]} + ] + ``` + Output: + {"select": ["orders.id", "orders.amount", "users.name", "users.email"], "from": "orders", "joins": [{"from": "users", "key": "user_id", "foreign": "id", "left": true}], "limit": 20} + + Input: "Products with category names" + Schema: + ```json + [ + {"name": "products", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "name", "type": "string", "label": "Name"}, + {"name": "category_id", "type": "integer", "label": "Category ID"}, + {"name": "price", "type": "decimal", "label": "Price"} + ]}, + {"name": "categories", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "name", "type": "string", "label": "Name"} + ]} + ] + ``` + Output: + {"select": ["products.id", "products.name as product_name", "products.price", "categories.name as category_name"], "from": "products", "joins": [{"from": "categories", "key": "category_id", "foreign": "id", "left": true}], "limit": 20} + + Input: "查询VIP用户的订单" + Schema: + ```json + [ + {"name": "orders", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "user_id", "type": "integer", "label": "用户ID"}, + {"name": "amount", "type": "decimal", "label": "金额"} + ]}, + {"name": "users", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "name", "type": "string", "label": "姓名"}, + {"name": "is_vip", "type": "boolean", "label": "VIP"} + ]} + ] + ``` + Output: + {"select": ["orders.id", "orders.amount", "users.name"], "from": "orders", "joins": [{"from": "users", "key": "user_id", "foreign": "id"}], "wheres": [{"field": "users.is_vip", "=": true}], "limit": 20} + + Input: "每个用户的订单总额" + Schema: + ```json + [ + {"name": "users", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "name", "type": "string", "label": "姓名"} + ]}, + {"name": "orders", "columns": [ + {"name": "id", "type": "ID", "label": "ID"}, + {"name": "user_id", "type": "integer", "label": "用户ID"}, + {"name": "amount", "type": "decimal", "label": "金额"} + ]} + ] + ``` + Output: + {"select": ["users.id", "users.name", ":SUM(orders.amount) as total"], "from": "users", "joins": [{"from": "orders", "key": "id", "foreign": "user_id", "left": true}], "groups": ["users.id", "users.name"]} + + ## Response Format + Output JSON only. No markdown, no explanation. + + ### Success Response + {"select": [...], "from": "table", "joins": [...], "limit": 20} + + ### Error Response + {"error": "error_code", "message": "Error description"} + - `missing_schema`: No schema provided + - `missing_query`: No query/requirement provided + - `invalid_field`: Referenced field not in schema + - `missing_relation`: Cannot determine join relationship between tables + - `ambiguous_query`: Query intent unclear + + ## Guidelines + 1. Only use fields from the provided schema (use column.name) + 2. Default limit to 20 if not specified + 3. Return error JSON if input is insufficient + 4. IMPORTANT: Verify your JSON syntax before output. Ensure all key-value pairs use colon (:), e.g. {"field": "price", ">": 100} NOT {"field": "price", ">", 100} diff --git a/yao/assistants/querydsl/src/index.ts b/yao/assistants/querydsl/src/index.ts new file mode 100644 index 00000000..07b06b49 --- /dev/null +++ b/yao/assistants/querydsl/src/index.ts @@ -0,0 +1,69 @@ +/** + * QueryDSL Generator Agent - Hooks + * + * Scenarios (via metadata.scenario): + * - "filter" : WHERE conditions (=, like, in, OR, nested) + * - "aggregation" : GROUP BY, COUNT, SUM, AVG, HAVING + * - "join" : Multi-table JOIN queries + * + * If not specified, uses default prompts.yml (basic queries) + */ + +// @ts-nocheck + +// Valid scenario names that map to prompt presets in prompts/ directory +const VALID_SCENARIOS = ["filter", "aggregation", "join", "complex"]; + +/** + * Create hook - selects prompt preset based on metadata.scenario + */ +function Create( + ctx: agent.Context, + messages: agent.Message[], + options?: Record +): agent.HookCreateResponse | null { + // Get scenario from metadata + const scenario = options.metadata?.scenario || ctx.metadata?.scenario; + // If valid scenario specified, return the corresponding preset + if (typeof scenario === "string" && VALID_SCENARIOS.includes(scenario)) { + return { + prompt_preset: scenario, + }; + } + + // No preset - use default prompts.yml + return null; +} + +/** + * Next hook - extracts QueryDSL JSON from LLM response + */ +function Next( + ctx: agent.Context, + payload: agent.NextHookPayload +): agent.NextHookResponse | null { + const completion = payload.completion; + + if (!completion || !completion.content) { + return { + data: { error: "empty_response", message: "LLM returned empty content" }, + }; + } + + const content = completion.content; + + // Use text.ExtractJSON for fault-tolerant extraction + const dsl = Process("text.ExtractJSON", content); + if (dsl && typeof dsl === "object" && Object.keys(dsl).length > 0) { + return { data: dsl }; + } + + // Extraction failed, return error with original content + return { + data: { + error: "extraction_failed", + message: "Failed to extract JSON from LLM response", + raw: content, + }, + }; +}