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5 changes: 3 additions & 2 deletions package-lock.json

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2 changes: 1 addition & 1 deletion src/cli/init.ts
Original file line number Diff line number Diff line change
Expand Up @@ -92,7 +92,7 @@ async function main(): Promise<void> {

if (profile === "full") {
console.log("\nFull profile uses embeddings for vector search.");
const provider = await ask("Embedding provider [local/openai] (default: local): ");
const provider = await ask("Embedding provider [local/openai/voyage] (default: local): ");
if (provider.trim().toLowerCase() === "openai") {
const key = await ask("OpenAI API key (or set OPENAI_API_KEY later): ");
if (key.trim()) {
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62 changes: 61 additions & 1 deletion src/lib/embeddings.ts
Original file line number Diff line number Diff line change
Expand Up @@ -26,9 +26,9 @@

// --- Local Provider (Xenova/transformers) ---

let extractor: any = null;

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async function getExtractor(): Promise<any> {

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if (!extractor) {
extractor = await pipeline("feature-extraction", "Xenova/all-MiniLM-L6-v2");
}
Expand Down Expand Up @@ -92,7 +92,7 @@

const data = await resp.json();
// Sort by index to preserve order
const sorted = data.data.sort((a: any, b: any) => a.index - b.index);

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for (const item of sorted) {
results.push(item.embedding);
}
Expand All @@ -102,17 +102,77 @@
}
}

// --- Voyage AI Provider ---

class VoyageEmbeddingProvider implements EmbeddingProvider {
dimensions = 1024;
private apiKey: string;
private model: string;

constructor(apiKey: string, model = "voyage-3") {
this.apiKey = apiKey;
this.model = model;
// voyage-3 outputs 1024 dims, voyage-3-lite outputs 512
if (model === "voyage-3-lite") this.dimensions = 512;
}

async embed(text: string): Promise<number[]> {
const [result] = await this.embedBatch([text]);
return result;
}

async embedBatch(texts: string[]): Promise<number[][]> {
const results: number[][] = [];
const processed = texts.map(preprocessText);

// Voyage supports up to 128 texts per batch
for (let i = 0; i < processed.length; i += 128) {
const batch = processed.slice(i, i + 128);
const resp = await fetch("https://api.voyageai.com/v1/embeddings", {
method: "POST",
headers: {
Authorization: `Bearer ${this.apiKey}`,
"Content-Type": "application/json",
},
body: JSON.stringify({
model: this.model,
input: batch,
input_type: "document",
}),
});

if (!resp.ok) {
const err = await resp.text();
throw new Error(`Voyage AI embeddings API error ${resp.status}: ${err}`);
}

const data = await resp.json();
const sorted = data.data.sort((a: any, b: any) => a.index - b.index);

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for (const item of sorted) {
results.push(item.embedding);
}
}

return results;
}
}

// --- Factory ---

export interface EmbeddingConfig {
provider: "local" | "openai";
provider: "local" | "openai" | "voyage";
apiKey?: string;
model?: string;
}

export function createEmbeddingProvider(config: EmbeddingConfig): EmbeddingProvider {
if (config.provider === "openai") {
if (!config.apiKey) throw new Error("OpenAI API key required for openai embedding provider");
return new OpenAIEmbeddingProvider(config.apiKey);
}
if (config.provider === "voyage") {
if (!config.apiKey) throw new Error("Voyage AI API key required for voyage embedding provider");
return new VoyageEmbeddingProvider(config.apiKey, config.model);
}
return new LocalEmbeddingProvider();
}
2 changes: 1 addition & 1 deletion src/lib/timeline-db.ts
Original file line number Diff line number Diff line change
Expand Up @@ -55,7 +55,7 @@ export interface ProjectInfo {
}

export interface TimelineConfig {
embedding_provider: "local" | "openai";
embedding_provider: "local" | "openai" | "voyage";
embedding_model: string;
openai_api_key?: string;
indexed_projects: Record<string, {
Expand Down
2 changes: 1 addition & 1 deletion src/tools/onboard-project.ts
Original file line number Diff line number Diff line change
Expand Up @@ -30,7 +30,7 @@ export function registerOnboardProject(server: McpServer) {
"Index a project's Claude Code sessions and git history into the timeline database for semantic search and chronological viewing.",
{
project_dir: z.string().describe("Absolute path to the project directory"),
embedding_provider: z.enum(["local", "openai"]).default("local"),
embedding_provider: z.enum(["local", "openai", "voyage"]).default("local"),
openai_api_key: z.string().optional(),
git_depth: z.enum(["all", "6months", "1year", "3months"]).default("all"),
git_since: z.string().optional().describe("Override git_depth with exact start date (ISO: '2025-08-01')"),
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23 changes: 23 additions & 0 deletions tests/lib/embeddings.test.ts
Original file line number Diff line number Diff line change
Expand Up @@ -63,4 +63,27 @@ describe("createEmbeddingProvider", () => {
});
expect(provider.dimensions).toBe(1536);
});

it("throws when voyage provider has no API key", () => {
expect(() =>
createEmbeddingProvider({ provider: "voyage" }),
).toThrow("API key required");
});

it("returns voyage provider with 1024 dimensions (voyage-3)", () => {
const provider = createEmbeddingProvider({
provider: "voyage",
apiKey: "pa-test-key",
});
expect(provider.dimensions).toBe(1024);
});

it("returns voyage provider with 512 dimensions for voyage-3-lite", () => {
const provider = createEmbeddingProvider({
provider: "voyage",
apiKey: "pa-test-key",
model: "voyage-3-lite",
});
expect(provider.dimensions).toBe(512);
});
});
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