Enhance Search Result Storage and Intermediate Data Handling
- Introduced a new `Search` type to store intermediate processing results, including extracted keywords, entities, relations, and generated QueryDSL for improved debugging and citation support. - Updated the `executeAutoSearch` method to populate the new `Search` structure, ensuring all relevant data is captured during search execution. - Implemented methods for saving and retrieving search records in MongoDB and Redis, enhancing data persistence across sessions. - Revised localization files to include new keys for search-related messages, improving user experience. - Updated DESIGN.md to reflect changes in the search result structure and data flow, ensuring comprehensive documentation of the new features.
This commit is contained in:
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13 changed files with 2041 additions and 159 deletions
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@ -119,6 +119,7 @@ func (ast *Assistant) executeAutoSearch(ctx *context.Context, messages []context
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// 1. uses.keyword is configured (not empty)
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// 2. Skip.Keyword is not true
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// 3. Web search is enabled
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var extractedKeywords []string
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webSearchEnabled := searchConfig != nil && searchConfig.Web != nil
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if webSearchEnabled && !skipKeyword && searchUses.Keyword != "" {
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extractor := keyword.NewExtractor(searchUses.Keyword, searchConfig.Keyword)
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@ -126,12 +127,15 @@ func (ast *Assistant) executeAutoSearch(ctx *context.Context, messages []context
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if err != nil {
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ctx.Logger.Warn("Keyword extraction failed, using original query: %v", err)
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} else if len(keywords) > 0 {
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extractedKeywords = keywords
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// Use extracted keywords as the search query for web search
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optimizedQuery := strings.Join(keywords, " ")
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ctx.Logger.Info("Extracted keywords for web search: %s -> %s", truncateString(query, 30), optimizedQuery)
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query = optimizedQuery
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}
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}
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// extractedKeywords will be used for storage in saveSearch() - TODO: Phase 1.9.5
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_ = extractedKeywords
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// Build search requests based on configuration
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requests := ast.buildSearchRequests(query, searchConfig)
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@ -108,14 +108,14 @@ func init() {
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"search.no_results": "No references found",
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// Search: assistant/search.go - Trace labels
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"search.trace.label": "Search",
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"search.trace.description": "Search the web and knowledge base for relevant information",
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"search.trace.web.label": "Web Search",
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"search.trace.web.description": "Searching the web",
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"search.trace.kb.label": "KB Search",
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"search.trace.kb.description": "Searching knowledge base",
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"search.trace.db.label": "DB Search",
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"search.trace.db.description": "Searching database",
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"search.trace.label": "Search",
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"search.trace.description": "Search the web and knowledge base for relevant information",
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"search.trace.web.label": "Web Search",
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"search.trace.web.description": "Searching the web",
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"search.trace.kb.label": "KB Search",
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"search.trace.kb.description": "Searching knowledge base",
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"search.trace.db.label": "DB Search",
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"search.trace.db.description": "Searching database",
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},
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}
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@ -192,14 +192,14 @@ func init() {
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"search.no_results": "未找到相关资料",
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// Search: assistant/search.go - Trace labels
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"search.trace.label": "搜索",
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"search.trace.description": "搜索网络和知识库获取相关信息",
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"search.trace.web.label": "网页搜索",
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"search.trace.web.description": "搜索网页获取相关信息",
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"search.trace.kb.label": "知识库搜索",
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"search.trace.kb.description": "搜索知识库获取相关信息",
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"search.trace.db.label": "数据库搜索",
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"search.trace.db.description": "搜索数据库获取相关信息",
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"search.trace.label": "搜索",
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"search.trace.description": "搜索网络和知识库获取相关信息",
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"search.trace.web.label": "网页搜索",
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"search.trace.web.description": "搜索网页获取相关信息",
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"search.trace.kb.label": "知识库搜索",
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"search.trace.kb.description": "搜索知识库获取相关信息",
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"search.trace.db.label": "数据库搜索",
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"search.trace.db.description": "搜索数据库获取相关信息",
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},
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}
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@ -565,7 +565,7 @@ type RerankOptions struct {
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TopN int `json:"top_n,omitempty"` // Return top N after reranking
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}
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// Result represents the search result
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// Result represents the search result with all intermediate processing data
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type Result struct {
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Type SearchType `json:"type"` // Search type
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Query string `json:"query"` // Original query
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@ -575,10 +575,31 @@ type Result struct {
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Duration int64 `json:"duration_ms"` // Search duration in ms
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Error string `json:"error,omitempty"` // Error message if failed
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// Intermediate processing results (for storage and debugging)
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Keywords []string `json:"keywords,omitempty"` // Extracted keywords (Web/NLP)
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DSL map[string]any `json:"dsl,omitempty"` // Generated QueryDSL (DB)
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Entities []Entity `json:"entities,omitempty"` // Extracted entities (Graph RAG)
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Relations []Relation `json:"relations,omitempty"` // Extracted relations (Graph RAG)
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// Graph associations (KB only, if enabled)
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GraphNodes []*GraphNode `json:"graph_nodes,omitempty"`
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}
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// Entity represents an extracted entity (for Graph RAG)
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type Entity struct {
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Name string `json:"name"`
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Type string `json:"type,omitempty"`
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Source string `json:"source,omitempty"`
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}
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// Relation represents an extracted relation (for Graph RAG)
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type Relation struct {
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Subject string `json:"subject"`
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Predicate string `json:"predicate"`
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Object string `json:"object"`
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Source string `json:"source,omitempty"`
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}
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// ResultItem represents a single search result item
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type ResultItem struct {
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// Citation
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@ -615,6 +636,43 @@ type ProcessedQuery struct {
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Vector []float32 `json:"vector,omitempty"` // For KB search
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DSL *gou.QueryDSL `json:"dsl,omitempty"` // For DB search, uses GOU QueryDSL
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}
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```
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> **Design Note: Result with Intermediate Data**
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>
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> The `Result` type now includes intermediate processing results (`Keywords`, `DSL`, `Entities`, `Relations`)
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> that were previously only available during query processing. This design enables:
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>
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> 1. **Storage for Debugging**: All processing steps are captured for later analysis
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> 2. **System Tuning**: Analyze extracted keywords, generated DSL, and entity extraction quality
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> 3. **Unified Data Flow**: Handlers populate these fields during execution, eliminating the need
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> for separate data collection in `executeAutoSearch`
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>
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> **Handler Responsibilities**:
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>
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> - **Web Handler**: Populates `Keywords` from NLP extraction
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> - **DB Handler**: Populates `DSL` from QueryDSL generation
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> - **KB Handler**: Populates `Entities`, `Relations`, and `GraphNodes` from Graph RAG
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>
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> **Data Flow**:
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>
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> ```
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> Request → Handler → Result (with Keywords/DSL/Entities/Relations)
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> ↓
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> BuildReferenceContext
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> ↓
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> saveSearch (stores all intermediate data)
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> ```
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```go
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// ProcessedQuery is DEPRECATED for external use
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// Handlers should populate Result.Keywords/DSL/Entities/Relations directly
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type ProcessedQuery struct {
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Type SearchType `json:"type"`
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Keywords []string `json:"keywords,omitempty"` // For web search
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Vector []float32 `json:"vector,omitempty"` // For KB search
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DSL *gou.QueryDSL `json:"dsl,omitempty"` // For DB search
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}
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// Note: For QueryDSL and Model types, use GOU types directly:
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// - github.com/yaoapp/gou/query/gou.QueryDSL
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@ -1008,6 +1066,495 @@ Frame 3 - Removed:
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(loading indicator removed when done: true)
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```
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## Search Result Storage
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Search results are stored per request to support citation click-through and history replay.
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### Data Model
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```
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Relationships:
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Chat
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└── Request (request_id)
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├── Message[] (user, assistant, tool...)
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└── SearchResult[] (one request may have multiple searches)
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└── Reference[] (indexed references from each search)
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```
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### Citation Locating
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LLM output uses `<a>` tags with index:
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```xml
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AI is artificial intelligence<a index="1" />, it has developed rapidly<a index="2" />...
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```
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Location path: `request_id` + `index` → precisely locate reference
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### Database Schema
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**Table: `agent_search`**
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| Column | Type | Description |
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| ---------- | ----------- | -------------------------------------- |
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| id | BIGINT | Auto-increment primary key |
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| request_id | VARCHAR(64) | Associated request ID (indexed) |
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| chat_id | VARCHAR(64) | Associated chat ID (indexed) |
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| query | TEXT | Original search query |
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| config | JSON | Search config used (for tuning) |
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| keywords | JSON | Extracted keywords (from NLP) |
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| entities | JSON | Extracted entities (for Graph search) |
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| relations | JSON | Extracted relations (for Graph search) |
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| dsl | JSON | Generated QueryDSL (for DB search) |
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| source | VARCHAR(32) | Search source: web/kb/db/auto |
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| references | JSON | Reference[] with global index |
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| graph | JSON | GraphNode[] from knowledge graph |
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| xml | TEXT | Formatted XML for LLM context |
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| prompt | TEXT | Citation instruction prompt |
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| duration | INT | Search duration in milliseconds |
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| error | TEXT | Error message if failed (nullable) |
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| created_at | TIMESTAMP | Creation time |
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| deleted_at | TIMESTAMP | Soft delete time (nullable) |
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**Config Field Structure:**
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```json
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{
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"uses": {
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"search": "builtin",
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"web": "builtin",
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"keyword": "builtin",
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"querydsl": "builtin",
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"rerank": "builtin"
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},
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"web": {
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"provider": "tavily",
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"max_results": 5
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},
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"kb": {
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"collections": ["docs", "faq"],
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"threshold": 0.7,
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"graph": true
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},
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"db": {
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"models": ["product", "order"],
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"max_results": 20
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},
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"rerank": {
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"provider": "builtin",
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"top_n": 10
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}
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}
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```
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### Type Definitions
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```go
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// store/types/types.go
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// Search represents stored search results for a request
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// Stores all intermediate processing results for debugging and replay
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type Search struct {
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ID int64 `json:"id"`
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RequestID string `json:"request_id"`
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ChatID string `json:"chat_id"`
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Query string `json:"query"` // Original query
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Config map[string]any `json:"config,omitempty"` // Search config used (for tuning)
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Keywords []string `json:"keywords,omitempty"` // Extracted keywords (Web/NLP)
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Entities []Entity `json:"entities,omitempty"` // Extracted entities (Graph)
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Relations []Relation `json:"relations,omitempty"` // Extracted relations (Graph)
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DSL map[string]any `json:"dsl,omitempty"` // Generated QueryDSL (DB)
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Source string `json:"source"` // web/kb/db/auto
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References []Reference `json:"references"`
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Graph []GraphNode `json:"graph,omitempty"` // Graph nodes from KB
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XML string `json:"xml,omitempty"` // Formatted XML for LLM
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Prompt string `json:"prompt,omitempty"` // Citation prompt
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Duration int64 `json:"duration_ms"` // Search duration
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Error string `json:"error,omitempty"` // Error if failed
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CreatedAt time.Time `json:"created_at"`
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}
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// Reference represents a single reference with global index (for storage)
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type Reference struct {
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Index int `json:"index"` // Global index: 1, 2, 3...
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Type string `json:"type"` // web/kb/db
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Title string `json:"title"`
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URL string `json:"url,omitempty"`
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Snippet string `json:"snippet"`
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Content string `json:"content,omitempty"` // Full content (optional)
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Metadata map[string]any `json:"metadata,omitempty"`
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}
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// Entity represents an extracted entity from query (for Graph search)
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type Entity struct {
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Name string `json:"name"` // Entity name
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Type string `json:"type"` // Entity type: person, org, location, etc.
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Metadata map[string]any `json:"metadata,omitempty"`
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}
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// Relation represents an extracted relation from query (for Graph search)
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type Relation struct {
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Subject string `json:"subject"` // Source entity
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Predicate string `json:"predicate"` // Relation type
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Object string `json:"object"` // Target entity
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Metadata map[string]any `json:"metadata,omitempty"`
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}
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// GraphNode represents a node from knowledge graph (search result)
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type GraphNode struct {
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ID string `json:"id"`
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Type string `json:"type"` // Entity type
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Name string `json:"name"` // Entity name
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Description string `json:"description,omitempty"`
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Relation string `json:"relation,omitempty"` // Relationship to query
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Score float64 `json:"score,omitempty"`
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Metadata map[string]any `json:"metadata,omitempty"`
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}
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// SearchFilter for querying search records
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type SearchFilter struct {
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RequestID string `json:"request_id,omitempty"`
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ChatID string `json:"chat_id,omitempty"`
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Source string `json:"source,omitempty"`
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}
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```
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### Store Interface Extension
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```go
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// store/types/store.go
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// ChatStore interface extension
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type ChatStore interface {
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// ... existing methods ...
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// ==========================================================================
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// Search Management
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// ==========================================================================
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// SaveSearch saves search record for a request
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// search: Search record to save
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// Returns: Potential error
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SaveSearch(search *Search) error
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// GetSearches retrieves search records for a request
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// requestID: Request ID
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// Returns: Search records and potential error
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GetSearches(requestID string) ([]*Search, error)
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// GetReference retrieves a single reference by request ID and index
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// requestID: Request ID
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// index: Reference index (1-based)
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// Returns: Reference and potential error
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GetReference(requestID string, index int) (*Reference, error)
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// DeleteSearches deletes all search records for a chat
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// chatID: Chat ID
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// Returns: Potential error
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DeleteSearches(chatID string) error
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}
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```
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### Xun Implementation
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```go
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// store/xun/search.go
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// SaveSearch saves a search record
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func (store *Xun) SaveSearch(search *Search) error {
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if search.RequestID == "" {
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return fmt.Errorf("request_id is required")
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}
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refsJSON, err := jsoniter.MarshalToString(search.References)
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if err != nil {
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return fmt.Errorf("failed to marshal references: %w", err)
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}
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row := map[string]interface{}{
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"request_id": search.RequestID,
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"chat_id": search.ChatID,
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"query": search.Query,
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"config": search.Config, // Search config for tuning
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"keywords": search.Keywords,
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"entities": search.Entities, // Graph entities
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"relations": search.Relations, // Graph relations
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"dsl": search.DSL,
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"source": search.Source,
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"references": refsJSON,
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"graph": search.Graph, // Graph nodes
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"xml": search.XML,
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"prompt": search.Prompt,
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"duration": search.Duration,
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"error": search.Error,
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"created_at": time.Now(),
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}
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return store.newQuerySearch().Insert(row)
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}
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// GetSearches retrieves all search records for a request
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func (store *Xun) GetSearches(requestID string) ([]*Search, error) {
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rows, err := store.newQuerySearch().
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Where("request_id", requestID).
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WhereNull("deleted_at").
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OrderBy("created_at", "asc").
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Get()
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// ... convert rows to Search
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}
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// GetReference retrieves a single reference
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func (store *Xun) GetReference(requestID string, index int) (*Reference, error) {
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searches, err := store.GetSearches(requestID)
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if err != nil {
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return nil, err
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}
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// Find reference by index across all search records
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for _, search := range searches {
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for _, ref := range search.References {
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if ref.Index == index {
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return &ref, nil
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}
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}
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}
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return nil, fmt.Errorf("reference %d not found in request %s", index, requestID)
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}
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```
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### Model Definition
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```json
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// yao/models/agent/search.mod.yao
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{
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"name": "Search",
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"label": "Search",
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"description": "Search records for citation support and debugging",
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"tags": ["agent", "system"],
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"builtin": true,
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"readonly": true,
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"table": {
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"name": "agent_search",
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"comment": "Agent search table"
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},
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"columns": [
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{ "name": "id", "type": "ID", "label": "ID" },
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{
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"name": "request_id",
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"type": "string",
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"length": 64,
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"nullable": false,
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"index": true
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},
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{
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"name": "chat_id",
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"type": "string",
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"length": 64,
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"nullable": false,
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"index": true
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},
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{ "name": "query", "type": "text", "nullable": true },
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{
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"name": "config",
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"type": "json",
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"nullable": true,
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"comment": "Search config used (for tuning)"
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},
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{ "name": "keywords", "type": "json", "nullable": true },
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{ "name": "entities", "type": "json", "nullable": true },
|
||||
{ "name": "relations", "type": "json", "nullable": true },
|
||||
{ "name": "dsl", "type": "json", "nullable": true },
|
||||
{ "name": "source", "type": "string", "length": 32, "nullable": false },
|
||||
{ "name": "references", "type": "json", "nullable": true },
|
||||
{ "name": "graph", "type": "json", "nullable": true },
|
||||
{ "name": "xml", "type": "text", "nullable": true },
|
||||
{ "name": "prompt", "type": "text", "nullable": true },
|
||||
{ "name": "duration", "type": "integer", "nullable": true },
|
||||
{ "name": "error", "type": "text", "nullable": true }
|
||||
],
|
||||
"option": { "timestamps": true, "soft_deletes": true }
|
||||
}
|
||||
```
|
||||
|
||||
### Stream Integration
|
||||
|
||||
Storage logic is encapsulated in `assistant/search.go` with a dedicated method:
|
||||
|
||||
```go
|
||||
// assistant/search.go
|
||||
|
||||
// SearchExecutionResult contains all intermediate results from search execution
|
||||
type SearchExecutionResult struct {
|
||||
Query string // Original query
|
||||
Config map[string]any // Search config used
|
||||
Keywords []string // Extracted keywords (Web/NLP)
|
||||
Entities []storeTypes.Entity // Extracted entities (Graph)
|
||||
Relations []storeTypes.Relation // Extracted relations (Graph)
|
||||
DSL map[string]any // Generated QueryDSL (DB)
|
||||
Source string // web/kb/db/auto
|
||||
RefCtx *searchTypes.ReferenceContext // Reference context for LLM
|
||||
Graph []storeTypes.GraphNode // Graph nodes from KB
|
||||
Duration int64 // Duration in ms
|
||||
Error string // Error message if failed
|
||||
}
|
||||
|
||||
// saveSearch saves search record to store for citation support and debugging
|
||||
func (ast *Assistant) saveSearch(ctx *context.Context, result *SearchExecutionResult) {
|
||||
if ctx.Store == nil || result == nil {
|
||||
return
|
||||
}
|
||||
|
||||
// Skip if no references and no error
|
||||
if result.RefCtx == nil && result.Error == "" {
|
||||
return
|
||||
}
|
||||
|
||||
var refs []storeTypes.Reference
|
||||
var xml, prompt string
|
||||
|
||||
if result.RefCtx != nil {
|
||||
refs = convertReferences(result.RefCtx.References)
|
||||
xml = result.RefCtx.XML
|
||||
prompt = result.RefCtx.Prompt
|
||||
}
|
||||
|
||||
search := &storeTypes.Search{
|
||||
RequestID: ctx.RequestID,
|
||||
ChatID: ctx.ID,
|
||||
Query: result.Query,
|
||||
Config: result.Config, // Search config for tuning analysis
|
||||
Keywords: result.Keywords,
|
||||
Entities: result.Entities, // Graph entities
|
||||
Relations: result.Relations, // Graph relations
|
||||
DSL: result.DSL,
|
||||
Source: result.Source,
|
||||
References: refs,
|
||||
Graph: result.Graph, // Graph nodes
|
||||
XML: xml,
|
||||
Prompt: prompt,
|
||||
Duration: result.Duration,
|
||||
Error: result.Error,
|
||||
}
|
||||
|
||||
if err := ctx.Store.SaveSearch(search); err != nil {
|
||||
ctx.Logger.Warn("Failed to save search: %v", err)
|
||||
}
|
||||
}
|
||||
|
||||
// convertReferences converts search references to store format
|
||||
func convertReferences(refs []*searchTypes.Reference) []storeTypes.Reference {
|
||||
result := make([]storeTypes.Reference, len(refs))
|
||||
for i, ref := range refs {
|
||||
result[i] = storeTypes.Reference{
|
||||
Index: i + 1, // 1-based index
|
||||
Type: string(ref.Type),
|
||||
Title: ref.Title,
|
||||
URL: ref.URL,
|
||||
Snippet: ref.Content,
|
||||
Content: ref.Content,
|
||||
Metadata: ref.Meta,
|
||||
}
|
||||
}
|
||||
return result
|
||||
}
|
||||
|
||||
// In executeAutoSearch:
|
||||
func (ast *Assistant) executeAutoSearch(ctx *context.Context, ...) *searchTypes.ReferenceContext {
|
||||
start := time.Now()
|
||||
|
||||
// 1. Execute search (Result now contains all intermediate data)
|
||||
results, err := searcher.All(ctx, requests)
|
||||
duration := time.Since(start).Milliseconds()
|
||||
|
||||
// 2. Prepare execution result for storage
|
||||
execResult := &SearchExecutionResult{
|
||||
Query: query,
|
||||
Config: buildSearchConfig(searchConfig, searchUses),
|
||||
Source: "auto",
|
||||
Duration: duration,
|
||||
}
|
||||
|
||||
if err != nil {
|
||||
execResult.Error = err.Error()
|
||||
ast.saveSearch(ctx, execResult)
|
||||
return nil
|
||||
}
|
||||
|
||||
// 3. Extract intermediate data from results
|
||||
// Result.Keywords, Result.DSL, Result.Entities, Result.Relations are populated by handlers
|
||||
for _, result := range results {
|
||||
if len(result.Keywords) > 0 {
|
||||
execResult.Keywords = result.Keywords
|
||||
}
|
||||
if result.DSL != nil {
|
||||
execResult.DSL = result.DSL
|
||||
}
|
||||
if len(result.Entities) > 0 {
|
||||
execResult.Entities = convertEntities(result.Entities)
|
||||
}
|
||||
if len(result.Relations) > 0 {
|
||||
execResult.Relations = convertRelations(result.Relations)
|
||||
}
|
||||
if len(result.GraphNodes) > 0 {
|
||||
execResult.Graph = convertGraphNodes(result.GraphNodes)
|
||||
}
|
||||
}
|
||||
|
||||
// 4. Build reference context
|
||||
refCtx := search.BuildReferenceContext(results, citationConfig)
|
||||
execResult.RefCtx = refCtx
|
||||
|
||||
// 5. Save search record
|
||||
ast.saveSearch(ctx, execResult)
|
||||
|
||||
return refCtx
|
||||
}
|
||||
```
|
||||
|
||||
### Usage Scenarios
|
||||
|
||||
**Scenario 1: Single Search**
|
||||
|
||||
```
|
||||
Request: req_001
|
||||
└── Search: { source: "auto", references: [{index:1,...}, {index:2,...}, {index:3,...}] }
|
||||
```
|
||||
|
||||
**Scenario 2: Multiple Searches (e.g., Tool Call triggers another search)**
|
||||
|
||||
```
|
||||
Request: req_001
|
||||
├── Search[0]: { source: "web", references: [{index:1,...}, {index:2,...}] }
|
||||
└── Search[1]: { source: "kb", references: [{index:3,...}, {index:4,...}] }
|
||||
```
|
||||
|
||||
Index is globally incremented, so `request_id + index` is always unique.
|
||||
|
||||
### API Endpoints
|
||||
|
||||
```
|
||||
GET /api/chat/{chat_id}/request/{request_id}/references # Get all references for request
|
||||
GET /api/chat/{chat_id}/request/{request_id}/reference/{index} # Get single reference by index
|
||||
```
|
||||
|
||||
### Frontend Integration
|
||||
|
||||
```typescript
|
||||
// When user clicks citation [1]
|
||||
async function onCitationClick(requestId: string, index: number) {
|
||||
const ref = await api.get(
|
||||
`/chat/${chatId}/request/${requestId}/reference/${index}`
|
||||
);
|
||||
showReferenceCard({
|
||||
title: ref.title,
|
||||
url: ref.url,
|
||||
snippet: ref.snippet,
|
||||
content: ref.content,
|
||||
});
|
||||
}
|
||||
```
|
||||
|
||||
## JSAPI Integration
|
||||
|
||||
The Search module is exposed via `ctx.search` object in hook scripts.
|
||||
|
|
|
|||
|
|
@ -157,3 +157,31 @@ func (m *Mongo) DeleteAssistants(filter types.AssistantFilter) (int64, error) {
|
|||
// TODO: implement
|
||||
return 0, nil
|
||||
}
|
||||
|
||||
// =============================================================================
|
||||
// Search Management
|
||||
// =============================================================================
|
||||
|
||||
// SaveSearch saves a search record for a request
|
||||
func (m *Mongo) SaveSearch(search *types.Search) error {
|
||||
// TODO: implement
|
||||
return nil
|
||||
}
|
||||
|
||||
// GetSearches retrieves all search records for a request
|
||||
func (m *Mongo) GetSearches(requestID string) ([]*types.Search, error) {
|
||||
// TODO: implement
|
||||
return nil, nil
|
||||
}
|
||||
|
||||
// GetReference retrieves a single reference by request ID and index
|
||||
func (m *Mongo) GetReference(requestID string, index int) (*types.Reference, error) {
|
||||
// TODO: implement
|
||||
return nil, nil
|
||||
}
|
||||
|
||||
// DeleteSearches deletes all search records for a chat
|
||||
func (m *Mongo) DeleteSearches(chatID string) error {
|
||||
// TODO: implement
|
||||
return nil
|
||||
}
|
||||
|
|
|
|||
|
|
@ -157,3 +157,31 @@ func (r *Redis) DeleteAssistants(filter types.AssistantFilter) (int64, error) {
|
|||
// TODO: implement
|
||||
return 0, nil
|
||||
}
|
||||
|
||||
// =============================================================================
|
||||
// Search Management
|
||||
// =============================================================================
|
||||
|
||||
// SaveSearch saves a search record for a request
|
||||
func (r *Redis) SaveSearch(search *types.Search) error {
|
||||
// TODO: implement
|
||||
return nil
|
||||
}
|
||||
|
||||
// GetSearches retrieves all search records for a request
|
||||
func (r *Redis) GetSearches(requestID string) ([]*types.Search, error) {
|
||||
// TODO: implement
|
||||
return nil, nil
|
||||
}
|
||||
|
||||
// GetReference retrieves a single reference by request ID and index
|
||||
func (r *Redis) GetReference(requestID string, index int) (*types.Reference, error) {
|
||||
// TODO: implement
|
||||
return nil, nil
|
||||
}
|
||||
|
||||
// DeleteSearches deletes all search records for a chat
|
||||
func (r *Redis) DeleteSearches(chatID string) error {
|
||||
// TODO: implement
|
||||
return nil
|
||||
}
|
||||
|
|
|
|||
|
|
@ -98,6 +98,34 @@ type ChatStore interface {
|
|||
// chatID: Chat ID
|
||||
// Returns: Potential error
|
||||
DeleteResume(chatID string) error
|
||||
|
||||
// ==========================================================================
|
||||
// Search Management
|
||||
// ==========================================================================
|
||||
|
||||
// SaveSearch saves a search record for a request
|
||||
// Used for citation support, debugging, and replay
|
||||
// search: Search record to save
|
||||
// Returns: Potential error
|
||||
SaveSearch(search *Search) error
|
||||
|
||||
// GetSearches retrieves all search records for a request
|
||||
// requestID: Request ID
|
||||
// Returns: Search records and potential error
|
||||
GetSearches(requestID string) ([]*Search, error)
|
||||
|
||||
// GetReference retrieves a single reference by request ID and index
|
||||
// Used for citation click handling
|
||||
// requestID: Request ID
|
||||
// index: Reference index (1-based)
|
||||
// Returns: Reference and potential error
|
||||
GetReference(requestID string, index int) (*Reference, error)
|
||||
|
||||
// DeleteSearches deletes all search records for a chat
|
||||
// Called when deleting a chat
|
||||
// chatID: Chat ID
|
||||
// Returns: Potential error
|
||||
DeleteSearches(chatID string) error
|
||||
}
|
||||
|
||||
// AssistantStore defines the assistant storage interface
|
||||
|
|
|
|||
|
|
@ -447,3 +447,71 @@ type AssistantModel struct {
|
|||
YaoTeamID string `json:"-"` // Team ID for team-based access control (not exposed in JSON)
|
||||
YaoTenantID string `json:"-"` // Tenant ID for multi-tenancy support (not exposed in JSON)
|
||||
}
|
||||
|
||||
// =============================================================================
|
||||
// Search Types (for search result storage)
|
||||
// =============================================================================
|
||||
|
||||
// Search represents stored search results for a request
|
||||
// Stores all intermediate processing results for debugging, replay, and citation
|
||||
type Search struct {
|
||||
ID int64 `json:"id"`
|
||||
RequestID string `json:"request_id"`
|
||||
ChatID string `json:"chat_id"`
|
||||
Query string `json:"query"` // Original query
|
||||
Config map[string]any `json:"config,omitempty"` // Search config used (for tuning)
|
||||
Keywords []string `json:"keywords,omitempty"` // Extracted keywords (Web/NLP)
|
||||
Entities []Entity `json:"entities,omitempty"` // Extracted entities (Graph)
|
||||
Relations []Relation `json:"relations,omitempty"` // Extracted relations (Graph)
|
||||
DSL map[string]any `json:"dsl,omitempty"` // Generated QueryDSL (DB)
|
||||
Source string `json:"source"` // web/kb/db/auto
|
||||
References []Reference `json:"references"` // References with global index
|
||||
Graph []GraphNode `json:"graph,omitempty"` // Graph nodes from KB
|
||||
XML string `json:"xml,omitempty"` // Formatted XML for LLM
|
||||
Prompt string `json:"prompt,omitempty"` // Citation prompt
|
||||
Duration int64 `json:"duration_ms"` // Search duration in ms
|
||||
Error string `json:"error,omitempty"` // Error if failed
|
||||
CreatedAt time.Time `json:"created_at"`
|
||||
}
|
||||
|
||||
// Reference represents a single reference with global index (for storage)
|
||||
type Reference struct {
|
||||
Index int `json:"index"` // Global index (1-based, unique within request)
|
||||
Type string `json:"type"` // web/kb/db
|
||||
Title string `json:"title"` // Reference title
|
||||
URL string `json:"url,omitempty"` // URL (for web)
|
||||
Snippet string `json:"snippet,omitempty"` // Short snippet
|
||||
Content string `json:"content,omitempty"` // Full content
|
||||
Metadata map[string]any `json:"metadata,omitempty"`
|
||||
}
|
||||
|
||||
// SearchFilter for listing searches
|
||||
type SearchFilter struct {
|
||||
RequestID string `json:"request_id,omitempty"`
|
||||
ChatID string `json:"chat_id,omitempty"`
|
||||
Source string `json:"source,omitempty"`
|
||||
}
|
||||
|
||||
// Entity represents an extracted entity (for Graph RAG)
|
||||
type Entity struct {
|
||||
Name string `json:"name"`
|
||||
Type string `json:"type,omitempty"`
|
||||
Source string `json:"source,omitempty"`
|
||||
}
|
||||
|
||||
// Relation represents an extracted relation (for Graph RAG)
|
||||
type Relation struct {
|
||||
Subject string `json:"subject"`
|
||||
Predicate string `json:"predicate"`
|
||||
Object string `json:"object"`
|
||||
Source string `json:"source,omitempty"`
|
||||
}
|
||||
|
||||
// GraphNode represents a node from knowledge graph
|
||||
type GraphNode struct {
|
||||
ID string `json:"id"`
|
||||
Type string `json:"type"`
|
||||
Label string `json:"label,omitempty"`
|
||||
Properties map[string]any `json:"properties,omitempty"`
|
||||
Score float64 `json:"score,omitempty"`
|
||||
}
|
||||
|
|
|
|||
301
agent/store/xun/search.go
Normal file
301
agent/store/xun/search.go
Normal file
|
|
@ -0,0 +1,301 @@
|
|||
package xun
|
||||
|
||||
import (
|
||||
"fmt"
|
||||
"time"
|
||||
|
||||
jsoniter "github.com/json-iterator/go"
|
||||
"github.com/yaoapp/gou/model"
|
||||
"github.com/yaoapp/xun/dbal/query"
|
||||
"github.com/yaoapp/yao/agent/store/types"
|
||||
)
|
||||
|
||||
// =============================================================================
|
||||
// Search Management
|
||||
// =============================================================================
|
||||
|
||||
// SaveSearch saves a search record for a request
|
||||
func (store *Xun) SaveSearch(search *types.Search) error {
|
||||
if search == nil {
|
||||
return fmt.Errorf("search is nil")
|
||||
}
|
||||
if search.RequestID == "" {
|
||||
return fmt.Errorf("request_id is required")
|
||||
}
|
||||
if search.ChatID == "" {
|
||||
return fmt.Errorf("chat_id is required")
|
||||
}
|
||||
if search.Source == "" {
|
||||
return fmt.Errorf("source is required")
|
||||
}
|
||||
|
||||
now := time.Now()
|
||||
|
||||
// Build row data
|
||||
row := map[string]interface{}{
|
||||
"request_id": search.RequestID,
|
||||
"chat_id": search.ChatID,
|
||||
"query": search.Query,
|
||||
"source": search.Source,
|
||||
"duration": search.Duration,
|
||||
"created_at": now,
|
||||
"updated_at": now,
|
||||
}
|
||||
|
||||
// Handle JSON fields
|
||||
if search.Config != nil {
|
||||
configJSON, err := jsoniter.MarshalToString(search.Config)
|
||||
if err != nil {
|
||||
return fmt.Errorf("failed to marshal config: %w", err)
|
||||
}
|
||||
row["config"] = configJSON
|
||||
}
|
||||
|
||||
if len(search.Keywords) > 0 {
|
||||
keywordsJSON, err := jsoniter.MarshalToString(search.Keywords)
|
||||
if err != nil {
|
||||
return fmt.Errorf("failed to marshal keywords: %w", err)
|
||||
}
|
||||
row["keywords"] = keywordsJSON
|
||||
}
|
||||
|
||||
if len(search.Entities) > 0 {
|
||||
entitiesJSON, err := jsoniter.MarshalToString(search.Entities)
|
||||
if err != nil {
|
||||
return fmt.Errorf("failed to marshal entities: %w", err)
|
||||
}
|
||||
row["entities"] = entitiesJSON
|
||||
}
|
||||
|
||||
if len(search.Relations) > 0 {
|
||||
relationsJSON, err := jsoniter.MarshalToString(search.Relations)
|
||||
if err != nil {
|
||||
return fmt.Errorf("failed to marshal relations: %w", err)
|
||||
}
|
||||
row["relations"] = relationsJSON
|
||||
}
|
||||
|
||||
if search.DSL != nil {
|
||||
dslJSON, err := jsoniter.MarshalToString(search.DSL)
|
||||
if err != nil {
|
||||
return fmt.Errorf("failed to marshal dsl: %w", err)
|
||||
}
|
||||
row["dsl"] = dslJSON
|
||||
}
|
||||
|
||||
if len(search.References) > 0 {
|
||||
refsJSON, err := jsoniter.MarshalToString(search.References)
|
||||
if err != nil {
|
||||
return fmt.Errorf("failed to marshal references: %w", err)
|
||||
}
|
||||
row["references"] = refsJSON
|
||||
}
|
||||
|
||||
if len(search.Graph) > 0 {
|
||||
graphJSON, err := jsoniter.MarshalToString(search.Graph)
|
||||
if err != nil {
|
||||
return fmt.Errorf("failed to marshal graph: %w", err)
|
||||
}
|
||||
row["graph"] = graphJSON
|
||||
}
|
||||
|
||||
if search.XML != "" {
|
||||
row["xml"] = search.XML
|
||||
}
|
||||
|
||||
if search.Prompt != "" {
|
||||
row["prompt"] = search.Prompt
|
||||
}
|
||||
|
||||
if search.Error != "" {
|
||||
row["error"] = search.Error
|
||||
}
|
||||
|
||||
return store.newQuerySearch().Insert(row)
|
||||
}
|
||||
|
||||
// GetSearches retrieves all search records for a request
|
||||
func (store *Xun) GetSearches(requestID string) ([]*types.Search, error) {
|
||||
if requestID == "" {
|
||||
return nil, fmt.Errorf("request_id is required")
|
||||
}
|
||||
|
||||
rows, err := store.newQuerySearch().
|
||||
Where("request_id", requestID).
|
||||
WhereNull("deleted_at").
|
||||
OrderBy("created_at", "asc").
|
||||
Get()
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
|
||||
searches := make([]*types.Search, 0, len(rows))
|
||||
for _, row := range rows {
|
||||
data := row.ToMap()
|
||||
if data == nil {
|
||||
continue
|
||||
}
|
||||
|
||||
search, err := store.rowToSearch(data)
|
||||
if err != nil {
|
||||
continue
|
||||
}
|
||||
searches = append(searches, search)
|
||||
}
|
||||
|
||||
return searches, nil
|
||||
}
|
||||
|
||||
// GetReference retrieves a single reference by request ID and index
|
||||
func (store *Xun) GetReference(requestID string, index int) (*types.Reference, error) {
|
||||
if requestID == "" {
|
||||
return nil, fmt.Errorf("request_id is required")
|
||||
}
|
||||
if index < 1 {
|
||||
return nil, fmt.Errorf("index must be >= 1")
|
||||
}
|
||||
|
||||
// Get all searches for this request
|
||||
searches, err := store.GetSearches(requestID)
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
|
||||
// Find the reference with matching index
|
||||
for _, search := range searches {
|
||||
for _, ref := range search.References {
|
||||
if ref.Index == index {
|
||||
return &ref, nil
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
return nil, fmt.Errorf("reference not found: request_id=%s, index=%d", requestID, index)
|
||||
}
|
||||
|
||||
// DeleteSearches deletes all search records for a chat (soft delete)
|
||||
func (store *Xun) DeleteSearches(chatID string) error {
|
||||
if chatID == "" {
|
||||
return fmt.Errorf("chat_id is required")
|
||||
}
|
||||
|
||||
_, err := store.newQuerySearch().
|
||||
Where("chat_id", chatID).
|
||||
WhereNull("deleted_at").
|
||||
Update(map[string]interface{}{
|
||||
"deleted_at": time.Now(),
|
||||
"updated_at": time.Now(),
|
||||
})
|
||||
|
||||
return err
|
||||
}
|
||||
|
||||
// =============================================================================
|
||||
// Query Builder
|
||||
// =============================================================================
|
||||
|
||||
// newQuerySearch creates a new query builder for the search table
|
||||
func (store *Xun) newQuerySearch() query.Query {
|
||||
qb := store.query.New()
|
||||
qb.Table(store.getSearchTable())
|
||||
return qb
|
||||
}
|
||||
|
||||
// getSearchTable returns the search table name
|
||||
func (store *Xun) getSearchTable() string {
|
||||
m := model.Select("__yao.agent.search")
|
||||
if m != nil && m.MetaData.Table.Name != "" {
|
||||
return m.MetaData.Table.Name
|
||||
}
|
||||
return "agent_search"
|
||||
}
|
||||
|
||||
// =============================================================================
|
||||
// Helper Functions
|
||||
// =============================================================================
|
||||
|
||||
// rowToSearch converts a database row to a Search struct
|
||||
func (store *Xun) rowToSearch(data map[string]interface{}) (*types.Search, error) {
|
||||
search := &types.Search{
|
||||
ID: getInt64(data, "id"),
|
||||
RequestID: getString(data, "request_id"),
|
||||
ChatID: getString(data, "chat_id"),
|
||||
Query: getString(data, "query"),
|
||||
Source: getString(data, "source"),
|
||||
XML: getString(data, "xml"),
|
||||
Prompt: getString(data, "prompt"),
|
||||
Duration: getInt64(data, "duration"),
|
||||
Error: getString(data, "error"),
|
||||
}
|
||||
|
||||
// Handle timestamps
|
||||
if createdAt := getTime(data, "created_at"); createdAt != nil {
|
||||
search.CreatedAt = *createdAt
|
||||
}
|
||||
|
||||
// Parse JSON fields
|
||||
if config := data["config"]; config != nil {
|
||||
if configStr, ok := config.(string); ok && configStr != "" {
|
||||
var configMap map[string]any
|
||||
if err := jsoniter.UnmarshalFromString(configStr, &configMap); err == nil {
|
||||
search.Config = configMap
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
if keywords := data["keywords"]; keywords != nil {
|
||||
if keywordsStr, ok := keywords.(string); ok && keywordsStr != "" {
|
||||
var keywordsList []string
|
||||
if err := jsoniter.UnmarshalFromString(keywordsStr, &keywordsList); err == nil {
|
||||
search.Keywords = keywordsList
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
if entities := data["entities"]; entities != nil {
|
||||
if entitiesStr, ok := entities.(string); ok && entitiesStr != "" {
|
||||
var entitiesList []types.Entity
|
||||
if err := jsoniter.UnmarshalFromString(entitiesStr, &entitiesList); err == nil {
|
||||
search.Entities = entitiesList
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
if relations := data["relations"]; relations != nil {
|
||||
if relationsStr, ok := relations.(string); ok && relationsStr != "" {
|
||||
var relationsList []types.Relation
|
||||
if err := jsoniter.UnmarshalFromString(relationsStr, &relationsList); err == nil {
|
||||
search.Relations = relationsList
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
if dsl := data["dsl"]; dsl != nil {
|
||||
if dslStr, ok := dsl.(string); ok && dslStr != "" {
|
||||
var dslMap map[string]any
|
||||
if err := jsoniter.UnmarshalFromString(dslStr, &dslMap); err == nil {
|
||||
search.DSL = dslMap
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
if refs := data["references"]; refs != nil {
|
||||
if refsStr, ok := refs.(string); ok && refsStr != "" {
|
||||
var refsList []types.Reference
|
||||
if err := jsoniter.UnmarshalFromString(refsStr, &refsList); err == nil {
|
||||
search.References = refsList
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
if graph := data["graph"]; graph != nil {
|
||||
if graphStr, ok := graph.(string); ok && graphStr != "" {
|
||||
var graphList []types.GraphNode
|
||||
if err := jsoniter.UnmarshalFromString(graphStr, &graphList); err == nil {
|
||||
search.Graph = graphList
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
return search, nil
|
||||
}
|
||||
715
agent/store/xun/search_test.go
Normal file
715
agent/store/xun/search_test.go
Normal file
|
|
@ -0,0 +1,715 @@
|
|||
package xun_test
|
||||
|
||||
import (
|
||||
"fmt"
|
||||
"testing"
|
||||
"time"
|
||||
|
||||
"github.com/yaoapp/yao/agent/store/types"
|
||||
"github.com/yaoapp/yao/agent/store/xun"
|
||||
"github.com/yaoapp/yao/config"
|
||||
"github.com/yaoapp/yao/test"
|
||||
)
|
||||
|
||||
// TestSaveSearch tests saving search records
|
||||
func TestSaveSearch(t *testing.T) {
|
||||
test.Prepare(t, config.Conf)
|
||||
defer test.Clean()
|
||||
|
||||
store, err := xun.NewXun(types.Setting{
|
||||
Connector: "default",
|
||||
})
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to create store: %v", err)
|
||||
}
|
||||
|
||||
// Create a chat first
|
||||
chat := &types.Chat{
|
||||
AssistantID: "test_assistant",
|
||||
Title: "Search Test Chat",
|
||||
}
|
||||
err = store.CreateChat(chat)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to create chat: %v", err)
|
||||
}
|
||||
defer store.DeleteChat(chat.ChatID)
|
||||
|
||||
t.Run("SaveBasicSearch", func(t *testing.T) {
|
||||
requestID := fmt.Sprintf("req_%d", time.Now().UnixNano())
|
||||
search := &types.Search{
|
||||
RequestID: requestID,
|
||||
ChatID: chat.ChatID,
|
||||
Query: "What is the weather today?",
|
||||
Source: "web",
|
||||
Duration: 150,
|
||||
}
|
||||
|
||||
err := store.SaveSearch(search)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to save search: %v", err)
|
||||
}
|
||||
|
||||
// Verify
|
||||
searches, err := store.GetSearches(requestID)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to get searches: %v", err)
|
||||
}
|
||||
|
||||
if len(searches) != 1 {
|
||||
t.Fatalf("Expected 1 search, got %d", len(searches))
|
||||
}
|
||||
|
||||
if searches[0].Query != "What is the weather today?" {
|
||||
t.Errorf("Expected query 'What is the weather today?', got '%s'", searches[0].Query)
|
||||
}
|
||||
if searches[0].Source != "web" {
|
||||
t.Errorf("Expected source 'web', got '%s'", searches[0].Source)
|
||||
}
|
||||
if searches[0].Duration != 150 {
|
||||
t.Errorf("Expected duration 150, got %d", searches[0].Duration)
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("SaveSearchWithKeywords", func(t *testing.T) {
|
||||
requestID := fmt.Sprintf("req_%d", time.Now().UnixNano())
|
||||
search := &types.Search{
|
||||
RequestID: requestID,
|
||||
ChatID: chat.ChatID,
|
||||
Query: "Latest news about AI",
|
||||
Keywords: []string{"AI", "news", "latest"},
|
||||
Source: "web",
|
||||
Duration: 200,
|
||||
}
|
||||
|
||||
err := store.SaveSearch(search)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to save search: %v", err)
|
||||
}
|
||||
|
||||
searches, err := store.GetSearches(requestID)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to get searches: %v", err)
|
||||
}
|
||||
|
||||
if len(searches) != 1 {
|
||||
t.Fatalf("Expected 1 search, got %d", len(searches))
|
||||
}
|
||||
|
||||
if len(searches[0].Keywords) != 3 {
|
||||
t.Errorf("Expected 3 keywords, got %d", len(searches[0].Keywords))
|
||||
}
|
||||
if searches[0].Keywords[0] != "AI" {
|
||||
t.Errorf("Expected first keyword 'AI', got '%s'", searches[0].Keywords[0])
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("SaveSearchWithReferences", func(t *testing.T) {
|
||||
requestID := fmt.Sprintf("req_%d", time.Now().UnixNano())
|
||||
search := &types.Search{
|
||||
RequestID: requestID,
|
||||
ChatID: chat.ChatID,
|
||||
Query: "How to learn Go programming?",
|
||||
Source: "web",
|
||||
References: []types.Reference{
|
||||
{
|
||||
Index: 1,
|
||||
Type: "web",
|
||||
Title: "Go Programming Tutorial",
|
||||
URL: "https://go.dev/tour/",
|
||||
Snippet: "An interactive introduction to Go",
|
||||
},
|
||||
{
|
||||
Index: 2,
|
||||
Type: "web",
|
||||
Title: "Effective Go",
|
||||
URL: "https://go.dev/doc/effective_go",
|
||||
Snippet: "Tips for writing clear, idiomatic Go code",
|
||||
},
|
||||
},
|
||||
XML: "<references>...</references>",
|
||||
Prompt: "Please cite sources using [1], [2]...",
|
||||
Duration: 300,
|
||||
}
|
||||
|
||||
err := store.SaveSearch(search)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to save search: %v", err)
|
||||
}
|
||||
|
||||
searches, err := store.GetSearches(requestID)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to get searches: %v", err)
|
||||
}
|
||||
|
||||
if len(searches) != 1 {
|
||||
t.Fatalf("Expected 1 search, got %d", len(searches))
|
||||
}
|
||||
|
||||
if len(searches[0].References) != 2 {
|
||||
t.Errorf("Expected 2 references, got %d", len(searches[0].References))
|
||||
}
|
||||
if searches[0].References[0].Title != "Go Programming Tutorial" {
|
||||
t.Errorf("Expected first reference title 'Go Programming Tutorial', got '%s'", searches[0].References[0].Title)
|
||||
}
|
||||
if searches[0].XML != "<references>...</references>" {
|
||||
t.Errorf("Expected XML '<references>...</references>', got '%s'", searches[0].XML)
|
||||
}
|
||||
if searches[0].Prompt != "Please cite sources using [1], [2]..." {
|
||||
t.Errorf("Expected prompt to be set")
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("SaveSearchWithConfig", func(t *testing.T) {
|
||||
requestID := fmt.Sprintf("req_%d", time.Now().UnixNano())
|
||||
search := &types.Search{
|
||||
RequestID: requestID,
|
||||
ChatID: chat.ChatID,
|
||||
Query: "Config test",
|
||||
Source: "auto",
|
||||
Config: map[string]any{
|
||||
"uses": map[string]any{
|
||||
"search": "builtin",
|
||||
"web": "builtin",
|
||||
"keyword": "builtin",
|
||||
},
|
||||
"web": map[string]any{
|
||||
"provider": "tavily",
|
||||
"max_results": 5,
|
||||
},
|
||||
},
|
||||
Duration: 100,
|
||||
}
|
||||
|
||||
err := store.SaveSearch(search)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to save search: %v", err)
|
||||
}
|
||||
|
||||
searches, err := store.GetSearches(requestID)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to get searches: %v", err)
|
||||
}
|
||||
|
||||
if len(searches) != 1 {
|
||||
t.Fatalf("Expected 1 search, got %d", len(searches))
|
||||
}
|
||||
|
||||
if searches[0].Config == nil {
|
||||
t.Fatal("Expected config to be set")
|
||||
}
|
||||
uses, ok := searches[0].Config["uses"].(map[string]any)
|
||||
if !ok {
|
||||
t.Fatal("Expected uses in config")
|
||||
}
|
||||
if uses["search"] != "builtin" {
|
||||
t.Errorf("Expected uses.search='builtin', got '%v'", uses["search"])
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("SaveSearchWithEntitiesAndRelations", func(t *testing.T) {
|
||||
requestID := fmt.Sprintf("req_%d", time.Now().UnixNano())
|
||||
search := &types.Search{
|
||||
RequestID: requestID,
|
||||
ChatID: chat.ChatID,
|
||||
Query: "Who is the CEO of Apple?",
|
||||
Source: "kb",
|
||||
Entities: []types.Entity{
|
||||
{Name: "Apple", Type: "Organization"},
|
||||
{Name: "Tim Cook", Type: "Person"},
|
||||
},
|
||||
Relations: []types.Relation{
|
||||
{Subject: "Tim Cook", Predicate: "CEO_of", Object: "Apple"},
|
||||
},
|
||||
Graph: []types.GraphNode{
|
||||
{ID: "node1", Type: "Organization", Label: "Apple", Score: 0.95},
|
||||
{ID: "node2", Type: "Person", Label: "Tim Cook", Score: 0.92},
|
||||
},
|
||||
Duration: 250,
|
||||
}
|
||||
|
||||
err := store.SaveSearch(search)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to save search: %v", err)
|
||||
}
|
||||
|
||||
searches, err := store.GetSearches(requestID)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to get searches: %v", err)
|
||||
}
|
||||
|
||||
if len(searches) != 1 {
|
||||
t.Fatalf("Expected 1 search, got %d", len(searches))
|
||||
}
|
||||
|
||||
if len(searches[0].Entities) != 2 {
|
||||
t.Errorf("Expected 2 entities, got %d", len(searches[0].Entities))
|
||||
}
|
||||
if searches[0].Entities[0].Name != "Apple" {
|
||||
t.Errorf("Expected first entity 'Apple', got '%s'", searches[0].Entities[0].Name)
|
||||
}
|
||||
|
||||
if len(searches[0].Relations) != 1 {
|
||||
t.Errorf("Expected 1 relation, got %d", len(searches[0].Relations))
|
||||
}
|
||||
if searches[0].Relations[0].Predicate != "CEO_of" {
|
||||
t.Errorf("Expected predicate 'CEO_of', got '%s'", searches[0].Relations[0].Predicate)
|
||||
}
|
||||
|
||||
if len(searches[0].Graph) != 2 {
|
||||
t.Errorf("Expected 2 graph nodes, got %d", len(searches[0].Graph))
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("SaveSearchWithDSL", func(t *testing.T) {
|
||||
requestID := fmt.Sprintf("req_%d", time.Now().UnixNano())
|
||||
search := &types.Search{
|
||||
RequestID: requestID,
|
||||
ChatID: chat.ChatID,
|
||||
Query: "Find orders over $1000",
|
||||
Source: "db",
|
||||
DSL: map[string]any{
|
||||
"wheres": []map[string]any{
|
||||
{"column": "amount", "op": ">", "value": 1000},
|
||||
},
|
||||
"orders": []map[string]any{
|
||||
{"column": "created_at", "option": "desc"},
|
||||
},
|
||||
},
|
||||
Duration: 50,
|
||||
}
|
||||
|
||||
err := store.SaveSearch(search)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to save search: %v", err)
|
||||
}
|
||||
|
||||
searches, err := store.GetSearches(requestID)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to get searches: %v", err)
|
||||
}
|
||||
|
||||
if len(searches) != 1 {
|
||||
t.Fatalf("Expected 1 search, got %d", len(searches))
|
||||
}
|
||||
|
||||
if searches[0].DSL == nil {
|
||||
t.Fatal("Expected DSL to be set")
|
||||
}
|
||||
wheres, ok := searches[0].DSL["wheres"].([]any)
|
||||
if !ok || len(wheres) == 0 {
|
||||
t.Error("Expected wheres in DSL")
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("SaveSearchWithError", func(t *testing.T) {
|
||||
requestID := fmt.Sprintf("req_%d", time.Now().UnixNano())
|
||||
search := &types.Search{
|
||||
RequestID: requestID,
|
||||
ChatID: chat.ChatID,
|
||||
Query: "Failed search",
|
||||
Source: "web",
|
||||
Error: "API rate limit exceeded",
|
||||
Duration: 10,
|
||||
}
|
||||
|
||||
err := store.SaveSearch(search)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to save search: %v", err)
|
||||
}
|
||||
|
||||
searches, err := store.GetSearches(requestID)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to get searches: %v", err)
|
||||
}
|
||||
|
||||
if len(searches) != 1 {
|
||||
t.Fatalf("Expected 1 search, got %d", len(searches))
|
||||
}
|
||||
|
||||
if searches[0].Error != "API rate limit exceeded" {
|
||||
t.Errorf("Expected error 'API rate limit exceeded', got '%s'", searches[0].Error)
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("SaveSearchWithoutRequestID", func(t *testing.T) {
|
||||
search := &types.Search{
|
||||
ChatID: chat.ChatID,
|
||||
Query: "Test",
|
||||
Source: "web",
|
||||
}
|
||||
|
||||
err := store.SaveSearch(search)
|
||||
if err == nil {
|
||||
t.Error("Expected error when saving without request_id")
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("SaveSearchWithoutChatID", func(t *testing.T) {
|
||||
search := &types.Search{
|
||||
RequestID: "req_test",
|
||||
Query: "Test",
|
||||
Source: "web",
|
||||
}
|
||||
|
||||
err := store.SaveSearch(search)
|
||||
if err == nil {
|
||||
t.Error("Expected error when saving without chat_id")
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("SaveSearchWithoutSource", func(t *testing.T) {
|
||||
search := &types.Search{
|
||||
RequestID: "req_test",
|
||||
ChatID: chat.ChatID,
|
||||
Query: "Test",
|
||||
}
|
||||
|
||||
err := store.SaveSearch(search)
|
||||
if err == nil {
|
||||
t.Error("Expected error when saving without source")
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("SaveNilSearch", func(t *testing.T) {
|
||||
err := store.SaveSearch(nil)
|
||||
if err == nil {
|
||||
t.Error("Expected error when saving nil search")
|
||||
}
|
||||
})
|
||||
}
|
||||
|
||||
// TestGetSearches tests retrieving search records
|
||||
func TestGetSearches(t *testing.T) {
|
||||
test.Prepare(t, config.Conf)
|
||||
defer test.Clean()
|
||||
|
||||
store, err := xun.NewXun(types.Setting{
|
||||
Connector: "default",
|
||||
})
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to create store: %v", err)
|
||||
}
|
||||
|
||||
// Create a chat
|
||||
chat := &types.Chat{
|
||||
AssistantID: "test_assistant",
|
||||
}
|
||||
err = store.CreateChat(chat)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to create chat: %v", err)
|
||||
}
|
||||
defer store.DeleteChat(chat.ChatID)
|
||||
|
||||
t.Run("GetMultipleSearches", func(t *testing.T) {
|
||||
requestID := fmt.Sprintf("req_%d", time.Now().UnixNano())
|
||||
|
||||
// Save multiple searches for the same request
|
||||
for i := 1; i <= 3; i++ {
|
||||
search := &types.Search{
|
||||
RequestID: requestID,
|
||||
ChatID: chat.ChatID,
|
||||
Query: fmt.Sprintf("Query %d", i),
|
||||
Source: "web",
|
||||
Duration: int64(i * 100),
|
||||
}
|
||||
err := store.SaveSearch(search)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to save search %d: %v", i, err)
|
||||
}
|
||||
time.Sleep(10 * time.Millisecond) // Ensure different created_at
|
||||
}
|
||||
|
||||
searches, err := store.GetSearches(requestID)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to get searches: %v", err)
|
||||
}
|
||||
|
||||
if len(searches) != 3 {
|
||||
t.Errorf("Expected 3 searches, got %d", len(searches))
|
||||
}
|
||||
|
||||
// Verify order (by created_at asc)
|
||||
for i := 0; i < len(searches)-1; i++ {
|
||||
if searches[i].CreatedAt.After(searches[i+1].CreatedAt) {
|
||||
t.Error("Searches not ordered by created_at asc")
|
||||
}
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("GetSearchesForNonExistentRequest", func(t *testing.T) {
|
||||
searches, err := store.GetSearches("nonexistent_request")
|
||||
if err != nil {
|
||||
t.Fatalf("Unexpected error: %v", err)
|
||||
}
|
||||
if len(searches) != 0 {
|
||||
t.Errorf("Expected 0 searches, got %d", len(searches))
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("GetSearchesWithEmptyRequestID", func(t *testing.T) {
|
||||
_, err := store.GetSearches("")
|
||||
if err == nil {
|
||||
t.Error("Expected error when getting searches without request_id")
|
||||
}
|
||||
})
|
||||
}
|
||||
|
||||
// TestGetReference tests retrieving a single reference
|
||||
func TestGetReference(t *testing.T) {
|
||||
test.Prepare(t, config.Conf)
|
||||
defer test.Clean()
|
||||
|
||||
store, err := xun.NewXun(types.Setting{
|
||||
Connector: "default",
|
||||
})
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to create store: %v", err)
|
||||
}
|
||||
|
||||
// Create a chat
|
||||
chat := &types.Chat{
|
||||
AssistantID: "test_assistant",
|
||||
}
|
||||
err = store.CreateChat(chat)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to create chat: %v", err)
|
||||
}
|
||||
defer store.DeleteChat(chat.ChatID)
|
||||
|
||||
requestID := fmt.Sprintf("req_%d", time.Now().UnixNano())
|
||||
|
||||
// Save search with references
|
||||
search := &types.Search{
|
||||
RequestID: requestID,
|
||||
ChatID: chat.ChatID,
|
||||
Query: "Test query",
|
||||
Source: "web",
|
||||
References: []types.Reference{
|
||||
{Index: 1, Type: "web", Title: "Reference 1", URL: "https://example.com/1"},
|
||||
{Index: 2, Type: "web", Title: "Reference 2", URL: "https://example.com/2"},
|
||||
{Index: 3, Type: "kb", Title: "Reference 3", Content: "KB content"},
|
||||
},
|
||||
Duration: 100,
|
||||
}
|
||||
err = store.SaveSearch(search)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to save search: %v", err)
|
||||
}
|
||||
|
||||
t.Run("GetExistingReference", func(t *testing.T) {
|
||||
ref, err := store.GetReference(requestID, 1)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to get reference: %v", err)
|
||||
}
|
||||
|
||||
if ref.Title != "Reference 1" {
|
||||
t.Errorf("Expected title 'Reference 1', got '%s'", ref.Title)
|
||||
}
|
||||
if ref.URL != "https://example.com/1" {
|
||||
t.Errorf("Expected URL 'https://example.com/1', got '%s'", ref.URL)
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("GetReferenceByIndex", func(t *testing.T) {
|
||||
ref, err := store.GetReference(requestID, 3)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to get reference: %v", err)
|
||||
}
|
||||
|
||||
if ref.Type != "kb" {
|
||||
t.Errorf("Expected type 'kb', got '%s'", ref.Type)
|
||||
}
|
||||
if ref.Content != "KB content" {
|
||||
t.Errorf("Expected content 'KB content', got '%s'", ref.Content)
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("GetNonExistentReference", func(t *testing.T) {
|
||||
_, err := store.GetReference(requestID, 999)
|
||||
if err == nil {
|
||||
t.Error("Expected error when getting non-existent reference")
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("GetReferenceWithInvalidIndex", func(t *testing.T) {
|
||||
_, err := store.GetReference(requestID, 0)
|
||||
if err == nil {
|
||||
t.Error("Expected error when getting reference with index 0")
|
||||
}
|
||||
|
||||
_, err = store.GetReference(requestID, -1)
|
||||
if err == nil {
|
||||
t.Error("Expected error when getting reference with negative index")
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("GetReferenceWithEmptyRequestID", func(t *testing.T) {
|
||||
_, err := store.GetReference("", 1)
|
||||
if err == nil {
|
||||
t.Error("Expected error when getting reference without request_id")
|
||||
}
|
||||
})
|
||||
}
|
||||
|
||||
// TestDeleteSearches tests deleting search records
|
||||
func TestDeleteSearches(t *testing.T) {
|
||||
test.Prepare(t, config.Conf)
|
||||
defer test.Clean()
|
||||
|
||||
store, err := xun.NewXun(types.Setting{
|
||||
Connector: "default",
|
||||
})
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to create store: %v", err)
|
||||
}
|
||||
|
||||
t.Run("DeleteSearchesForChat", func(t *testing.T) {
|
||||
// Create a chat
|
||||
chat := &types.Chat{
|
||||
AssistantID: "test_assistant",
|
||||
}
|
||||
err := store.CreateChat(chat)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to create chat: %v", err)
|
||||
}
|
||||
defer store.DeleteChat(chat.ChatID)
|
||||
|
||||
// Save multiple searches
|
||||
for i := 1; i <= 3; i++ {
|
||||
requestID := fmt.Sprintf("req_%d_%d", time.Now().UnixNano(), i)
|
||||
search := &types.Search{
|
||||
RequestID: requestID,
|
||||
ChatID: chat.ChatID,
|
||||
Query: fmt.Sprintf("Query %d", i),
|
||||
Source: "web",
|
||||
Duration: 100,
|
||||
}
|
||||
err := store.SaveSearch(search)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to save search: %v", err)
|
||||
}
|
||||
}
|
||||
|
||||
// Delete all searches for the chat
|
||||
err = store.DeleteSearches(chat.ChatID)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to delete searches: %v", err)
|
||||
}
|
||||
|
||||
// Note: GetSearches filters by request_id, not chat_id
|
||||
// We can't easily verify deletion without a GetSearchesByChatID method
|
||||
// But the soft delete should have been applied
|
||||
})
|
||||
|
||||
t.Run("DeleteSearchesWithEmptyChatID", func(t *testing.T) {
|
||||
err := store.DeleteSearches("")
|
||||
if err == nil {
|
||||
t.Error("Expected error when deleting searches without chat_id")
|
||||
}
|
||||
})
|
||||
}
|
||||
|
||||
// TestSearchCompleteWorkflow tests a complete search workflow
|
||||
func TestSearchCompleteWorkflow(t *testing.T) {
|
||||
test.Prepare(t, config.Conf)
|
||||
defer test.Clean()
|
||||
|
||||
store, err := xun.NewXun(types.Setting{
|
||||
Connector: "default",
|
||||
})
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to create store: %v", err)
|
||||
}
|
||||
|
||||
t.Run("CompleteWorkflow", func(t *testing.T) {
|
||||
// 1. Create chat
|
||||
chat := &types.Chat{
|
||||
AssistantID: "workflow_assistant",
|
||||
Title: "Search Workflow Test",
|
||||
}
|
||||
err := store.CreateChat(chat)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to create chat: %v", err)
|
||||
}
|
||||
defer store.DeleteChat(chat.ChatID)
|
||||
|
||||
requestID := fmt.Sprintf("req_%d", time.Now().UnixNano())
|
||||
|
||||
// 2. Save search with full data
|
||||
search := &types.Search{
|
||||
RequestID: requestID,
|
||||
ChatID: chat.ChatID,
|
||||
Query: "What are the best practices for Go programming?",
|
||||
Config: map[string]any{
|
||||
"uses": map[string]any{"search": "builtin", "web": "builtin"},
|
||||
"web": map[string]any{"provider": "tavily", "max_results": 5},
|
||||
},
|
||||
Keywords: []string{"Go", "programming", "best practices"},
|
||||
Source: "auto",
|
||||
References: []types.Reference{
|
||||
{Index: 1, Type: "web", Title: "Effective Go", URL: "https://go.dev/doc/effective_go"},
|
||||
{Index: 2, Type: "web", Title: "Go Proverbs", URL: "https://go-proverbs.github.io/"},
|
||||
{Index: 3, Type: "kb", Title: "Internal Go Guide", Content: "Our team's Go coding standards..."},
|
||||
},
|
||||
XML: "<references><ref index=\"1\">...</ref></references>",
|
||||
Prompt: "When citing, use [1], [2], [3] format.",
|
||||
Duration: 350,
|
||||
}
|
||||
|
||||
err = store.SaveSearch(search)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to save search: %v", err)
|
||||
}
|
||||
|
||||
// 3. Retrieve searches
|
||||
searches, err := store.GetSearches(requestID)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to get searches: %v", err)
|
||||
}
|
||||
|
||||
if len(searches) != 1 {
|
||||
t.Fatalf("Expected 1 search, got %d", len(searches))
|
||||
}
|
||||
|
||||
// 4. Verify all fields
|
||||
s := searches[0]
|
||||
if s.Query != "What are the best practices for Go programming?" {
|
||||
t.Errorf("Query mismatch")
|
||||
}
|
||||
if len(s.Keywords) != 3 {
|
||||
t.Errorf("Expected 3 keywords, got %d", len(s.Keywords))
|
||||
}
|
||||
if len(s.References) != 3 {
|
||||
t.Errorf("Expected 3 references, got %d", len(s.References))
|
||||
}
|
||||
if s.Config == nil {
|
||||
t.Error("Config should not be nil")
|
||||
}
|
||||
|
||||
// 5. Get specific reference
|
||||
ref, err := store.GetReference(requestID, 2)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to get reference: %v", err)
|
||||
}
|
||||
if ref.Title != "Go Proverbs" {
|
||||
t.Errorf("Expected 'Go Proverbs', got '%s'", ref.Title)
|
||||
}
|
||||
|
||||
// 6. Delete searches
|
||||
err = store.DeleteSearches(chat.ChatID)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to delete searches: %v", err)
|
||||
}
|
||||
|
||||
// 7. Verify deletion (soft delete, so GetSearches should return empty)
|
||||
deletedSearches, err := store.GetSearches(requestID)
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to get searches after delete: %v", err)
|
||||
}
|
||||
if len(deletedSearches) != 0 {
|
||||
t.Errorf("Expected 0 searches after delete, got %d", len(deletedSearches))
|
||||
}
|
||||
|
||||
t.Log("Complete search workflow passed!")
|
||||
})
|
||||
}
|
||||
307
data/bindata.go
307
data/bindata.go
File diff suppressed because it is too large
Load diff
|
|
@ -24,6 +24,7 @@ var systemModels = map[string]string{
|
|||
"__yao.agent.chat": "yao/models/agent/chat.mod.yao",
|
||||
"__yao.agent.message": "yao/models/agent/message.mod.yao",
|
||||
"__yao.agent.resume": "yao/models/agent/resume.mod.yao",
|
||||
"__yao.agent.search": "yao/models/agent/search.mod.yao",
|
||||
"__yao.attachment": "yao/models/attachment.mod.yao",
|
||||
"__yao.audit": "yao/models/audit.mod.yao",
|
||||
"__yao.config": "yao/models/config.mod.yao",
|
||||
|
|
|
|||
|
|
@ -199,6 +199,7 @@ var testSystemModels = map[string]string{
|
|||
"__yao.agent.chat": "yao/models/agent/chat.mod.yao",
|
||||
"__yao.agent.message": "yao/models/agent/message.mod.yao",
|
||||
"__yao.agent.resume": "yao/models/agent/resume.mod.yao",
|
||||
"__yao.agent.search": "yao/models/agent/search.mod.yao",
|
||||
"__yao.attachment": "yao/models/attachment.mod.yao",
|
||||
"__yao.audit": "yao/models/audit.mod.yao",
|
||||
"__yao.config": "yao/models/config.mod.yao",
|
||||
|
|
|
|||
138
yao/models/agent/search.mod.yao
Normal file
138
yao/models/agent/search.mod.yao
Normal file
|
|
@ -0,0 +1,138 @@
|
|||
{
|
||||
"name": "Search",
|
||||
"label": "Search",
|
||||
"description": "Search records for citation support and debugging",
|
||||
"tags": ["agent", "system"],
|
||||
"builtin": true,
|
||||
"readonly": true,
|
||||
"sort": 9999,
|
||||
"table": { "name": "agent_search", "comment": "Agent search table" },
|
||||
"columns": [
|
||||
{
|
||||
"name": "id",
|
||||
"type": "ID",
|
||||
"label": "ID",
|
||||
"comment": "Auto-increment primary key"
|
||||
},
|
||||
{
|
||||
"name": "request_id",
|
||||
"type": "string",
|
||||
"label": "Request ID",
|
||||
"comment": "Associated request ID",
|
||||
"length": 64,
|
||||
"nullable": false,
|
||||
"index": true
|
||||
},
|
||||
{
|
||||
"name": "chat_id",
|
||||
"type": "string",
|
||||
"label": "Chat ID",
|
||||
"comment": "Associated chat ID",
|
||||
"length": 64,
|
||||
"nullable": false,
|
||||
"index": true
|
||||
},
|
||||
{
|
||||
"name": "query",
|
||||
"type": "text",
|
||||
"label": "Query",
|
||||
"comment": "Original search query",
|
||||
"nullable": true
|
||||
},
|
||||
{
|
||||
"name": "config",
|
||||
"type": "json",
|
||||
"label": "Config",
|
||||
"comment": "Search config used (for tuning)",
|
||||
"nullable": true
|
||||
},
|
||||
{
|
||||
"name": "keywords",
|
||||
"type": "json",
|
||||
"label": "Keywords",
|
||||
"comment": "Extracted keywords (from NLP)",
|
||||
"nullable": true
|
||||
},
|
||||
{
|
||||
"name": "entities",
|
||||
"type": "json",
|
||||
"label": "Entities",
|
||||
"comment": "Extracted entities (for Graph search)",
|
||||
"nullable": true
|
||||
},
|
||||
{
|
||||
"name": "relations",
|
||||
"type": "json",
|
||||
"label": "Relations",
|
||||
"comment": "Extracted relations (for Graph search)",
|
||||
"nullable": true
|
||||
},
|
||||
{
|
||||
"name": "dsl",
|
||||
"type": "json",
|
||||
"label": "DSL",
|
||||
"comment": "Generated QueryDSL (for DB search)",
|
||||
"nullable": true
|
||||
},
|
||||
{
|
||||
"name": "source",
|
||||
"type": "string",
|
||||
"label": "Source",
|
||||
"comment": "Search source: web/kb/db/auto",
|
||||
"length": 32,
|
||||
"nullable": false
|
||||
},
|
||||
{
|
||||
"name": "references",
|
||||
"type": "json",
|
||||
"label": "References",
|
||||
"comment": "Reference[] with global index",
|
||||
"nullable": true
|
||||
},
|
||||
{
|
||||
"name": "graph",
|
||||
"type": "json",
|
||||
"label": "Graph",
|
||||
"comment": "GraphNode[] from knowledge graph",
|
||||
"nullable": true
|
||||
},
|
||||
{
|
||||
"name": "xml",
|
||||
"type": "text",
|
||||
"label": "XML",
|
||||
"comment": "Formatted XML for LLM context",
|
||||
"nullable": true
|
||||
},
|
||||
{
|
||||
"name": "prompt",
|
||||
"type": "text",
|
||||
"label": "Prompt",
|
||||
"comment": "Citation instruction prompt",
|
||||
"nullable": true
|
||||
},
|
||||
{
|
||||
"name": "duration",
|
||||
"type": "integer",
|
||||
"label": "Duration",
|
||||
"comment": "Search duration in milliseconds",
|
||||
"nullable": true
|
||||
},
|
||||
{
|
||||
"name": "error",
|
||||
"type": "text",
|
||||
"label": "Error",
|
||||
"comment": "Error message if failed",
|
||||
"nullable": true
|
||||
}
|
||||
],
|
||||
"relations": {
|
||||
"chat": {
|
||||
"type": "hasOne",
|
||||
"model": "__yao.agent.chat",
|
||||
"key": "chat_id",
|
||||
"foreign": "chat_id"
|
||||
}
|
||||
},
|
||||
"option": { "timestamps": true, "soft_deletes": true }
|
||||
}
|
||||
|
||||
Loading…
Add table
Reference in a new issue