[Go] Reuse the same file in localvec when indexing

go/plugins/localvec/localvec.go

@@ -134,7 +134,7 @@ func (r *retriever) Index(ctx context.Context, req *ai.IndexerRequest) error {
 	}
 
 	// Update the file every time we add documents.
-	tmpname := r.filename + ".tmp"
+	tmpname := r.filename
 	f, err := os.Create(tmpname)
 	if err != nil {
 		return err

go/plugins/localvec/localvec_test.go

@@ -89,6 +89,93 @@ func TestLocalVec(t *testing.T) {
 	}
 }
 
+func TestPersistentIndexing(t *testing.T) {
+	ctx := context.Background()
+
+	const dim = 32
+	v1 := make([]float32, dim)
+	v2 := make([]float32, dim)
+	v3 := make([]float32, dim)
+	for i := range v1 {
+		v1[i] = float32(i)
+		v2[i] = float32(i)
+		v3[i] = float32(i)
+	}
+
+	d1 := ai.DocumentFromText("hello1", nil)
+	d2 := ai.DocumentFromText("hello2", nil)
+	d3 := ai.DocumentFromText("goodbye", nil)
+
+	embedder := fakeembedder.New()
+	embedder.Register(d1, v1)
+	embedder.Register(d2, v2)
+	embedder.Register(d3, v3)
+
+	tDir := t.TempDir()
+
+	r, err := newRetriever(ctx, tDir, "testLocalVec", embedder, nil)
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	indexerReq := &ai.IndexerRequest{
+		Documents: []*ai.Document{d1, d2},
+	}
+	err = r.Index(ctx, indexerReq)
+	if err != nil {
+		t.Fatalf("Index operation failed: %v", err)
+	}
+
+	retrieverOptions := &RetrieverOptions{
+		K: 100, // fetch all docs
+	}
+
+	retrieverReq := &ai.RetrieverRequest{
+		Document: d1,
+		Options:  retrieverOptions,
+	}
+	retrieverResp, err := r.Retrieve(ctx, retrieverReq)
+	if err != nil {
+		t.Fatalf("Retrieve operation failed: %v", err)
+	}
+
+	docs := retrieverResp.Documents
+	if len(docs) != 2 {
+		t.Errorf("got %d results, expected 2", len(docs))
+	}
+
+	rAnother, err := newRetriever(ctx, tDir, "testLocalVec", embedder, nil)
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	indexerReq = &ai.IndexerRequest{
+		Documents: []*ai.Document{d3},
+	}
+	err = rAnother.Index(ctx, indexerReq)
+	if err != nil {
+		t.Fatalf("Index operation failed: %v", err)
+	}
+
+	retrieverOptions = &RetrieverOptions{
+		K: 100, // fetch all docs
+	}
+
+	retrieverReq = &ai.RetrieverRequest{
+		Document: d1,
+		Options:  retrieverOptions,
+	}
+	retrieverResp, err = rAnother.Retrieve(ctx, retrieverReq)
+	if err != nil {
+		t.Fatalf("Retrieve operation failed: %v", err)
+	}
+
+	docs = retrieverResp.Documents
+	if len(docs) != 3 {
+		t.Errorf("got %d results, expected 3", len(docs))
+	}
+}
+
 func TestSimilarity(t *testing.T) {
 	x := []float32{5, 23, 2, 5, 9}
 	y := []float32{3, 21, 2, 5, 14}