Aska
9c8d5a9e8d
- services/rag: knowledge_docs store — vector search via the shared embedder (HNSW index, graceful ILIKE fallback), list/delete scoped to the user, search intentionally global for the single-user deployment - gateway: GET/POST /knowledge/docs, DELETE /knowledge/docs/:id, POST /knowledge/search - plugins/knowledge: knowledge_search and knowledge_ingest tools so the persona can save and recall information mid-conversation - main: migrations, store wiring, plugin registration
94 lines
2.8 KiB
Go
94 lines
2.8 KiB
Go
// Package knowledge exposes the knowledge base as LLM tools.
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package knowledge
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import (
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"context"
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"fmt"
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"strings"
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"git.yeij.top/AskaEth/Cyrene_v2/internal/plugin"
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"git.yeij.top/AskaEth/Cyrene_v2/services/rag"
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)
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// Store is the subset of rag.Store used by the tools.
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type Store interface {
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Ingest(ctx context.Context, userID, title, content string) (*rag.Document, error)
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Search(ctx context.Context, userID, query string, topK int) ([]rag.Document, error)
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}
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type Plugin struct{ store Store }
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func New(store Store) *Plugin { return &Plugin{store: store} }
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func (p *Plugin) Name() string { return "knowledge" }
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func (p *Plugin) Version() string { return "1.0.0" }
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func (p *Plugin) Description() string { return "知识库检索与写入" }
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func (p *Plugin) Init(_ context.Context, _ plugin.PluginConfig) error { return nil }
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func (p *Plugin) Close() error { return nil }
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func (p *Plugin) Enabled() bool { return p.store != nil }
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func (p *Plugin) Tools() []plugin.ToolDefinition {
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return []plugin.ToolDefinition{
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{
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Name: "knowledge_search",
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Description: "Search the knowledge base for relevant documents.",
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Parameters: map[string]any{
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"type": "object",
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"properties": map[string]any{
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"query": map[string]string{"type": "string", "description": "Search query"},
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},
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"required": []string{"query"},
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},
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},
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{
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Name: "knowledge_ingest",
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Description: "Save a piece of information into the knowledge base for later retrieval.",
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Parameters: map[string]any{
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"type": "object",
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"properties": map[string]any{
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"title": map[string]string{"type": "string", "description": "Document title"},
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"content": map[string]string{"type": "string", "description": "Document content"},
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},
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"required": []string{"title", "content"},
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},
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},
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}
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}
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func (p *Plugin) Execute(ctx context.Context, toolName string, params map[string]any) (string, error) {
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if p.store == nil {
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return "", fmt.Errorf("knowledge store unavailable")
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}
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switch toolName {
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case "knowledge_search":
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query, _ := params["query"].(string)
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if query == "" {
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return "", fmt.Errorf("missing query")
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}
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docs, err := p.store.Search(ctx, "", query, 5)
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if err != nil {
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return "", err
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}
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if len(docs) == 0 {
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return "知识库中没有相关内容", nil
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}
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var sb strings.Builder
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for i, d := range docs {
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fmt.Fprintf(&sb, "%d. 《%s》\n%s\n\n", i+1, d.Title, d.Content)
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}
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return sb.String(), nil
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case "knowledge_ingest":
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title, _ := params["title"].(string)
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content, _ := params["content"].(string)
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if title == "" || content == "" {
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return "", fmt.Errorf("missing title or content")
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}
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if _, err := p.store.Ingest(ctx, "", title, content); err != nil {
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return "", err
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}
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return fmt.Sprintf("已收录《%s》", title), nil
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}
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return "", fmt.Errorf("unknown tool %q", toolName)
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}
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