yao/kb/providers/converters/mcp.go
Max eb1bf43d61 Refactor provider schemas to utilize bindata for enhanced localization support
- Updated Schema methods for various providers (OpenAI, Fastembed, MCP, OCR, Office, UTF8, Video, Vision, Whisper) to retrieve schemas from bindata, improving localization capabilities.
- Removed outdated JSON files for embedding, extractor, and fetcher providers, streamlining the data structure.
- Enhanced the overall provider management by ensuring schemas are dynamically loaded based on locale, facilitating better multi-language support.
2025-08-10 15:51:34 +08:00

133 lines
4 KiB
Go

package converters
import (
"strings"
"github.com/yaoapp/gou/graphrag/converter"
"github.com/yaoapp/gou/graphrag/types"
"github.com/yaoapp/yao/kb/providers/factory"
kbtypes "github.com/yaoapp/yao/kb/types"
)
// MCP is a converter provider for mcp files
type MCP struct {
Autodetect []string `json:"autodetect" yaml:"autodetect"` // Optional, default is empty, if not set, will not use autodetect
MatchPriority int `json:"match_priority" yaml:"match_priority"` // Optional, default is 0, the higher the number, the higher the priority
}
// Make creates a new MCP converter
func (mcp *MCP) Make(option *kbtypes.ProviderOption) (types.Converter, error) {
// Start with default values
mcpOptions := &converter.MCPOptions{
ID: "", // Will be set from option
Tool: "", // Will be set from option
ArgumentsMapping: nil, // Optional
ResultMapping: nil, // Optional
NotificationMapping: nil, // Optional
}
// Extract values from Properties map
if option != nil && option.Properties != nil {
if id, ok := option.Properties["id"]; ok {
if idStr, ok := id.(string); ok {
mcpOptions.ID = idStr
}
}
if tool, ok := option.Properties["tool"]; ok {
if toolStr, ok := tool.(string); ok {
mcpOptions.Tool = toolStr
}
}
if argsMapping, ok := option.Properties["arguments_mapping"]; ok {
if argsMappingMap, ok := argsMapping.(map[string]interface{}); ok {
// Convert map[string]interface{} to map[string]string
stringMap := make(map[string]string)
for k, v := range argsMappingMap {
if vStr, ok := v.(string); ok {
stringMap[k] = vStr
}
}
if len(stringMap) > 0 {
mcpOptions.ArgumentsMapping = stringMap
}
}
}
if resultMapping, ok := option.Properties["result_mapping"]; ok {
if resultMappingMap, ok := resultMapping.(map[string]interface{}); ok {
// Convert map[string]interface{} to map[string]string
stringMap := make(map[string]string)
for k, v := range resultMappingMap {
if vStr, ok := v.(string); ok {
stringMap[k] = vStr
}
}
if len(stringMap) > 0 {
mcpOptions.ResultMapping = stringMap
}
}
}
// Support both "result_mapping" and "output_mapping" for backward compatibility
if outputMapping, ok := option.Properties["output_mapping"]; ok {
if outputMappingMap, ok := outputMapping.(map[string]interface{}); ok {
// Convert map[string]interface{} to map[string]string
stringMap := make(map[string]string)
for k, v := range outputMappingMap {
if vStr, ok := v.(string); ok {
stringMap[k] = vStr
}
}
if len(stringMap) > 0 {
mcpOptions.ResultMapping = stringMap
}
}
}
if notificationMapping, ok := option.Properties["notification_mapping"]; ok {
if notificationMappingMap, ok := notificationMapping.(map[string]interface{}); ok {
// Convert map[string]interface{} to map[string]string
stringMap := make(map[string]string)
for k, v := range notificationMappingMap {
if vStr, ok := v.(string); ok {
stringMap[k] = vStr
}
}
if len(stringMap) > 0 {
mcpOptions.NotificationMapping = stringMap
}
}
}
}
return converter.NewMCP(mcpOptions)
}
// AutoDetect detects the converter based on the filename and content types
func (mcp *MCP) AutoDetect(filename, contentTypes string) (bool, int, error) {
// If autodetect is empty, return false
if mcp.Autodetect == nil {
return false, 0, nil
}
// Check if the filename matches the autodetect
for _, autodetect := range mcp.Autodetect {
if strings.HasSuffix(filename, autodetect) {
return true, mcp.MatchPriority, nil
}
// Check if the content types matches the autodetect
if strings.Contains(contentTypes, autodetect) {
return true, mcp.MatchPriority, nil
}
}
return false, 0, nil
}
// Schema returns the schema for the MCP converter
func (mcp *MCP) Schema(provider *kbtypes.Provider, locale string) (*kbtypes.ProviderSchema, error) {
return factory.GetSchemaFromBindata(factory.ProviderTypeConverter, "mcp", locale)
}