104 lines
2.9 KiB
Go
104 lines
2.9 KiB
Go
package tools
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import (
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"context"
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"log/slog"
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"strings"
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"time"
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"github.com/modelcontextprotocol/go-sdk/mcp"
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"golang.org/x/sync/errgroup"
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"git.warky.dev/wdevs/amcs/internal/ai"
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"git.warky.dev/wdevs/amcs/internal/config"
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"git.warky.dev/wdevs/amcs/internal/metadata"
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"git.warky.dev/wdevs/amcs/internal/session"
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"git.warky.dev/wdevs/amcs/internal/store"
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thoughttypes "git.warky.dev/wdevs/amcs/internal/types"
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)
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type CaptureTool struct {
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store *store.DB
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provider ai.Provider
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capture config.CaptureConfig
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sessions *session.ActiveProjects
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metadataTimeout time.Duration
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log *slog.Logger
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}
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type CaptureInput struct {
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Content string `json:"content" jsonschema:"the thought or note to capture"`
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Project string `json:"project,omitempty" jsonschema:"optional project name or id to associate with the thought"`
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}
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type CaptureOutput struct {
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Thought thoughttypes.Thought `json:"thought"`
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}
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func NewCaptureTool(db *store.DB, provider ai.Provider, capture config.CaptureConfig, metadataTimeout time.Duration, sessions *session.ActiveProjects, log *slog.Logger) *CaptureTool {
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return &CaptureTool{store: db, provider: provider, capture: capture, sessions: sessions, metadataTimeout: metadataTimeout, log: log}
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}
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func (t *CaptureTool) Handle(ctx context.Context, req *mcp.CallToolRequest, in CaptureInput) (*mcp.CallToolResult, CaptureOutput, error) {
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content := strings.TrimSpace(in.Content)
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if content == "" {
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return nil, CaptureOutput{}, errInvalidInput("content is required")
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}
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project, err := resolveProject(ctx, t.store, t.sessions, req, in.Project, false)
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if err != nil {
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return nil, CaptureOutput{}, err
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}
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var embedding []float32
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rawMetadata := metadata.Fallback(t.capture)
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group, groupCtx := errgroup.WithContext(ctx)
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group.Go(func() error {
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vector, err := t.provider.Embed(groupCtx, content)
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if err != nil {
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return err
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}
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embedding = vector
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return nil
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})
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group.Go(func() error {
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metaCtx := groupCtx
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if t.metadataTimeout > 0 {
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var cancel context.CancelFunc
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metaCtx, cancel = context.WithTimeout(groupCtx, t.metadataTimeout)
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defer cancel()
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}
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extracted, err := t.provider.ExtractMetadata(metaCtx, content)
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if err != nil {
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t.log.Warn("metadata extraction failed, using fallback", slog.String("provider", t.provider.Name()), slog.String("error", err.Error()))
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return nil
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}
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rawMetadata = extracted
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return nil
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})
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if err := group.Wait(); err != nil {
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return nil, CaptureOutput{}, err
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}
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thought := thoughttypes.Thought{
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Content: content,
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Embedding: embedding,
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Metadata: metadata.Normalize(rawMetadata, t.capture),
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}
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if project != nil {
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thought.ProjectID = &project.ID
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}
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created, err := t.store.InsertThought(ctx, thought, t.provider.EmbeddingModel())
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if err != nil {
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return nil, CaptureOutput{}, err
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}
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if project != nil {
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_ = t.store.TouchProject(ctx, project.ID)
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}
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return nil, CaptureOutput{Thought: created}, nil
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}
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