1bf130b25a
Sync CLI module imports across all command packages. Refactor daemon command with expanded functionality. Update go.mod and go.work dependencies. Co-Authored-By: Virgil <virgil@lethean.io>
81 lines
1.6 KiB
Go
81 lines
1.6 KiB
Go
package rag
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import (
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"context"
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"fmt"
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"forge.lthn.ai/core/go/pkg/i18n"
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"forge.lthn.ai/core/go-ai/rag"
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"github.com/spf13/cobra"
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)
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var (
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queryCollection string
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limit int
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threshold float32
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category string
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format string
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)
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var queryCmd = &cobra.Command{
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Use: "query [question]",
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Short: i18n.T("cmd.rag.query.short"),
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Long: i18n.T("cmd.rag.query.long"),
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Args: cobra.ExactArgs(1),
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RunE: runQuery,
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}
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func runQuery(cmd *cobra.Command, args []string) error {
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question := args[0]
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ctx := context.Background()
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// Connect to Qdrant
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qdrantClient, err := rag.NewQdrantClient(rag.QdrantConfig{
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Host: qdrantHost,
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Port: qdrantPort,
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UseTLS: false,
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})
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if err != nil {
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return fmt.Errorf("failed to connect to Qdrant: %w", err)
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}
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defer func() { _ = qdrantClient.Close() }()
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// Connect to Ollama
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ollamaClient, err := rag.NewOllamaClient(rag.OllamaConfig{
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Host: ollamaHost,
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Port: ollamaPort,
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Model: model,
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})
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if err != nil {
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return fmt.Errorf("failed to connect to Ollama: %w", err)
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}
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// Configure query
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if limit < 0 {
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limit = 0
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}
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cfg := rag.QueryConfig{
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Collection: queryCollection,
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Limit: uint64(limit),
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Threshold: threshold,
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Category: category,
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}
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// Run query
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results, err := rag.Query(ctx, qdrantClient, ollamaClient, question, cfg)
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if err != nil {
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return err
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}
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// Format output
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switch format {
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case "json":
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fmt.Println(rag.FormatResultsJSON(results))
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case "context":
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fmt.Println(rag.FormatResultsContext(results))
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default:
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fmt.Println(rag.FormatResultsText(results))
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}
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return nil
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}
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