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All three models support local environment variable configuration. #350

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All three models support local environment variable configuration. #350

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5c598c4
fix(test): increase timeout for SDK search tests that trigger LLM exp…
tobi Mar 10, 2026
c6e9ff3
All three models support local environment variable configuration.
2830201534 Mar 10, 2026
5b172cd
Merge branch 'main' into main
2830201534 Mar 11, 2026
2483567
Merge branch 'tobi:main' into main
2830201534 Mar 11, 2026
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4 changes: 2 additions & 2 deletions src/llm.ts
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Original file line number Diff line number Diff line change
Expand Up @@ -194,9 +194,9 @@ export type RerankDocument = {
// Format: hf:<user>/<repo>/<file>
// Override via QMD_EMBED_MODEL env var (e.g. hf:Qwen/Qwen3-Embedding-0.6B-GGUF/Qwen3-Embedding-0.6B-Q8_0.gguf)
const DEFAULT_EMBED_MODEL = process.env.QMD_EMBED_MODEL ?? "hf:ggml-org/embeddinggemma-300M-GGUF/embeddinggemma-300M-Q8_0.gguf";
const DEFAULT_RERANK_MODEL = "hf:ggml-org/Qwen3-Reranker-0.6B-Q8_0-GGUF/qwen3-reranker-0.6b-q8_0.gguf";
const DEFAULT_RERANK_MODEL = process.env.QMD_RERANK_MODEL ?? "hf:ggml-org/Qwen3-Reranker-0.6B-Q8_0-GGUF/qwen3-reranker-0.6b-q8_0.gguf";
// const DEFAULT_GENERATE_MODEL = "hf:ggml-org/Qwen3-0.6B-GGUF/Qwen3-0.6B-Q8_0.gguf";
const DEFAULT_GENERATE_MODEL = "hf:tobil/qmd-query-expansion-1.7B-gguf/qmd-query-expansion-1.7B-q4_k_m.gguf";
const DEFAULT_GENERATE_MODEL = process.env.QMD_GENERATE_MODEL ?? "hf:tobil/qmd-query-expansion-1.7B-gguf/qmd-query-expansion-1.7B-q4_k_m.gguf";

// Alternative generation models for query expansion:
// LiquidAI LFM2 - hybrid architecture optimized for edge/on-device inference
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14 changes: 12 additions & 2 deletions test/sdk.test.ts
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Original file line number Diff line number Diff line change
Expand Up @@ -602,7 +602,17 @@ describe("search (unified API)", () => {
await expect(store.search({} as SearchOptions)).rejects.toThrow("requires either 'query' or 'queries'");
});

test("search() with pre-expanded queries and rerank:false", async () => {
test("search() with query and rerank:false returns results", async () => {
const results = await store.search({ query: "authentication", rerank: false });
expect(results.length).toBeGreaterThan(0);
expect(results[0]).toHaveProperty("file");
expect(results[0]).toHaveProperty("score");
expect(results[0]).toHaveProperty("title");
expect(results[0]).toHaveProperty("bestChunk");
expect(results[0]).toHaveProperty("docid");
}, 120_000);

test("search() with intent and rerank:false returns results", async () => {
const results = await store.search({
queries: [
{ type: "lex", query: "authentication JWT" },
Expand All @@ -611,7 +621,7 @@ describe("search (unified API)", () => {
rerank: false,
});
expect(results.length).toBeGreaterThan(0);
});
}, 120_000);

// Tests below use search({ query: ... }) which triggers LLM query expansion
describe.skipIf(!!process.env.CI)("with LLM query expansion", () => {
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