yao/agent/assistant/chat.go
Max 31b627aba0 Implement Knowledge Base configuration loading and enhance Assistant initialization
- Added functionality to load Knowledge Base (KB) configuration from `agent/kb.yml`, allowing dynamic settings for chat sessions.
- Introduced `initKBConfig` function to read and parse KB settings, integrating them into the Assistant's initialization process.
- Enhanced the Assistant's conversation initialization to prepare KB collections asynchronously, improving performance during chat interactions.
- Updated tests to verify the correct loading and application of KB settings, ensuring robust integration with the Assistant's functionality.
- Refactored metadata handling for KB collections to include additional fields for improved context management during chat sessions.
2025-12-08 17:08:32 +08:00

218 lines
6.9 KiB
Go

package assistant
import (
"fmt"
"strings"
"sync"
agentcontext "github.com/yaoapp/yao/agent/context"
"github.com/yaoapp/yao/agent/i18n"
"github.com/yaoapp/yao/kb"
kbapi "github.com/yaoapp/yao/kb/api"
"github.com/yaoapp/yao/trace/types"
)
// kbCollectionCreating tracks collections currently being created to avoid duplicate creation
var kbCollectionCreating sync.Map
// WithHistory merges the input messages with chat history and traces it
// This method can be overridden or extended to implement actual history loading
func (ast *Assistant) WithHistory(ctx *agentcontext.Context, input []agentcontext.Message, agentNode types.Node, options ...*agentcontext.Options) ([]agentcontext.Message, error) {
// TODO: Implement actual history loading logic here
// For now, just simulate a check and return the input messages as is
// Simulate error check (this is where actual history loading would happen)
// if some_condition {
// ast.traceAgentFail(agentNode, err)
// return nil, err
// }
fullMessages := input
// Log the chat history
ast.traceAgentHistory(ctx, agentNode, fullMessages)
return fullMessages, nil
}
// InitializeConversation prepares KB collection for the conversation (synchronous)
func (ast *Assistant) InitializeConversation(ctx *agentcontext.Context, options ...*agentcontext.Options) error {
var opts *agentcontext.Options
if len(options) > 0 && options[0] != nil {
opts = options[0]
} else {
opts = &agentcontext.Options{}
}
// SKIP: History (for internal calls like title/prompt etc.)
if opts.Skip != nil && opts.Skip.History {
return nil
}
// Check if authorized info is available
if ctx.Authorized == nil {
fmt.Printf(">>> Warning: no authorized info, skipping KB collection preparation\n")
return nil
}
// Prepare kb collection
err := ast.prepareKBCollection(ctx, opts)
if err != nil {
// Log but don't fail the chat
fmt.Printf(">>> Warning: failed to prepare KB collection: %v\n", err)
}
return nil
}
// InitializeConversationAsync prepares KB collection asynchronously
func (ast *Assistant) InitializeConversationAsync(ctx *agentcontext.Context, options ...*agentcontext.Options) {
go ast.InitializeConversation(ctx, options...)
}
// prepareKBCollection prepares kb collection (internal method)
func (ast *Assistant) prepareKBCollection(ctx *agentcontext.Context, opts *agentcontext.Options) error {
// Get global KB setting
kbSetting := GetGlobalKBSetting()
if kbSetting == nil || kbSetting.Chat == nil {
return nil // No KB configuration for chat, skip
}
// Check if KB API is initialized
if kb.API == nil {
return fmt.Errorf("KB API not initialized")
}
// Check if authorized info is available
if ctx.Authorized == nil {
return fmt.Errorf("authorized information not available")
}
chatKB := kbSetting.Chat
// Debug: log locale information
fmt.Printf(">>> prepareKBCollection: locale=%s\n", ctx.Locale)
// Get KB collection ID for this chat session
// Same team + user always produces the same ID (idempotent)
collectionID := GetChatKBID(ctx.Authorized.TeamID, ctx.Authorized.UserID)
// Check if this collection is currently being created by another goroutine
if _, isCreating := kbCollectionCreating.LoadOrStore(collectionID, true); isCreating {
fmt.Printf(">>> KB collection %s is already being created, skipping\n", collectionID)
return nil
}
// Ensure cleanup even if panic occurs
defer kbCollectionCreating.Delete(collectionID)
// Check if collection already exists
existsResult, err := kb.API.CollectionExists(ctx.Context, collectionID)
if err != nil {
// If check fails, log and continue to create (let create handle conflicts)
fmt.Printf(">>> Warning: failed to check collection existence: %v, will attempt to create\n", err)
} else if existsResult != nil && existsResult.Exists {
// Collection exists, no need to create
fmt.Printf(">>> KB collection already exists: %s\n", collectionID)
return nil
}
// Create new collection for this chat session
createParams := &kbapi.CreateCollectionParams{
ID: collectionID,
EmbeddingProviderID: chatKB.EmbeddingProviderID,
EmbeddingOptionID: chatKB.EmbeddingOptionID,
Locale: chatKB.Locale,
Config: chatKB.Config,
Metadata: mergeChatMetadata(chatKB.Metadata, ctx),
AuthScope: ctx.Authorized.WithCreateScope(make(map[string]interface{})),
}
_, err = kb.API.CreateCollection(ctx.Context, createParams)
if err != nil {
return fmt.Errorf("failed to create KB collection: %w", err)
}
fmt.Printf(">>> Created KB collection: %s for team=%s, user=%s\n",
collectionID, ctx.Authorized.TeamID, ctx.Authorized.UserID)
_ = opts
return nil
}
// GetChatKBID returns the KB collection ID for a chat session
// Same team + user always returns the same ID (deterministic)
// Format: chat_{team}_{user} or chat_user_{user} if no team
func GetChatKBID(teamID, userID string) string {
// Sanitize IDs: replace invalid chars with underscores
cleanTeamID := sanitizeCollectionID(teamID)
cleanUserID := sanitizeCollectionID(userID)
if cleanTeamID != "" {
return fmt.Sprintf("chat_%s_%s", cleanTeamID, cleanUserID)
}
return fmt.Sprintf("chat_user_%s", cleanUserID)
}
// sanitizeCollectionID replaces invalid characters with underscores
// Collection IDs only allow: a-z, A-Z, 0-9, and underscore
func sanitizeCollectionID(id string) string {
if id == "" {
return ""
}
// Replace any character that is not alphanumeric or underscore with underscore
result := make([]byte, len(id))
for i := 0; i < len(id); i++ {
c := id[i]
if (c >= 'a' && c <= 'z') || (c >= 'A' && c <= 'Z') || (c >= '0' && c <= '9') || c == '_' {
result[i] = c
} else {
result[i] = '_'
}
}
return string(result)
}
// mergeChatMetadata merges default metadata with chat context information
func mergeChatMetadata(defaultMetadata map[string]interface{}, ctx *agentcontext.Context) map[string]interface{} {
metadata := make(map[string]interface{})
// Copy default metadata
for k, v := range defaultMetadata {
metadata[k] = v
}
// Add chat-specific metadata (only for internal tracking, not displayed)
metadata["chat_id"] = ctx.ChatID
metadata["team_id"] = ctx.Authorized.TeamID
metadata["user_id"] = ctx.Authorized.UserID
// Get locale from context, default to zh-CN if not set
locale := ctx.Locale
if locale == "" {
locale = "zh-CN"
}
locale = strings.ToLower(locale)
// Use i18n for name and description (fixed, not showing user/team IDs)
if _, exists := metadata["name"]; !exists {
metadata["name"] = i18n.T(locale, "kb.chat.name")
}
if _, exists := metadata["description"]; !exists {
metadata["description"] = i18n.T(locale, "kb.chat.description")
}
fmt.Printf(">>> mergeChatMetadata: locale=%s, name=%v, description=%v\n", locale, metadata["name"], metadata["description"]) // Debug log
return metadata
}
func (ast *Assistant) saveChat(ctx *agentcontext.Context, input []agentcontext.Message, opts *agentcontext.Options) error {
_ = ctx
_ = input
_ = opts
return nil
}