Retrieval-Augmented Generation with Qdrant and Ollama

Claude f5f1e68c5c feat(bench): add Phase 4 GPU benchmarks on RX 7800 XT ... Benchmarks for embedding (Ollama ROCm), chunking (pure CPU), and search (Qdrant) latency. Key results: 97 embeds/sec single (10.3ms), Qdrant search 152µs (6.5K QPS), chunking 11µs per 50-section doc. EmbedBatch confirmed sequential — Ollama has no batch API. Co-Authored-By: Charon <developers@lethean.io>		2026-02-20 11:51:25 +00:00
benchmark_gpu_test.go	feat(bench): add Phase 4 GPU benchmarks on RX 7800 XT	2026-02-20 11:51:25 +00:00
benchmark_test.go	feat: Phase 3 enhancements — sentence splitting, collection helpers, keyword filter, benchmarks	2026-02-20 08:02:00 +00:00
chunk.go	feat: Phase 3 enhancements — sentence splitting, collection helpers, keyword filter, benchmarks	2026-02-20 08:02:00 +00:00
chunk_test.go	feat: Phase 3 enhancements — sentence splitting, collection helpers, keyword filter, benchmarks	2026-02-20 08:02:00 +00:00
CLAUDE.md	feat: extract Embedder and VectorStore interfaces, add mock-based tests	2026-02-20 00:15:54 +00:00
collections.go	feat: Phase 3 enhancements — sentence splitting, collection helpers, keyword filter, benchmarks	2026-02-20 08:02:00 +00:00
collections_test.go	feat: Phase 3 enhancements — sentence splitting, collection helpers, keyword filter, benchmarks	2026-02-20 08:02:00 +00:00
embedder.go	feat: extract Embedder and VectorStore interfaces, add mock-based tests	2026-02-20 00:15:54 +00:00
FINDINGS.md	feat(bench): add Phase 4 GPU benchmarks on RX 7800 XT	2026-02-20 11:51:25 +00:00
go.mod	fix: correct go.mod replace directive, prep contract files for fleet	2026-02-19 23:33:56 +00:00
go.sum	fix: correct go.mod replace directive, prep contract files for fleet	2026-02-19 23:33:56 +00:00
helpers.go	feat: extract Embedder and VectorStore interfaces, add mock-based tests	2026-02-20 00:15:54 +00:00
helpers_test.go	feat: extract Embedder and VectorStore interfaces, add mock-based tests	2026-02-20 00:15:54 +00:00
ingest.go	feat: extract Embedder and VectorStore interfaces, add mock-based tests	2026-02-20 00:15:54 +00:00
ingest_test.go	feat: extract Embedder and VectorStore interfaces, add mock-based tests	2026-02-20 00:15:54 +00:00
integration_test.go	test: add Phase 3 integration tests with live Qdrant + Ollama (69.0% -> 89.2%)	2026-02-20 00:33:03 +00:00
keyword.go	feat: Phase 3 enhancements — sentence splitting, collection helpers, keyword filter, benchmarks	2026-02-20 08:02:00 +00:00
keyword_test.go	feat: Phase 3 enhancements — sentence splitting, collection helpers, keyword filter, benchmarks	2026-02-20 08:02:00 +00:00
mock_test.go	feat: Phase 3 enhancements — sentence splitting, collection helpers, keyword filter, benchmarks	2026-02-20 08:02:00 +00:00
ollama.go	feat: extract go-rag from go-ai as standalone RAG package	2026-02-19 18:29:59 +00:00
ollama_integration_test.go	test: add Phase 3 integration tests with live Qdrant + Ollama (69.0% -> 89.2%)	2026-02-20 00:33:03 +00:00
ollama_test.go	test: add Phase 1 pure-function unit tests (18.4% -> 38.8% coverage)	2026-02-20 00:02:52 +00:00
qdrant.go	feat: Phase 3 enhancements — sentence splitting, collection helpers, keyword filter, benchmarks	2026-02-20 08:02:00 +00:00
qdrant_integration_test.go	test: add Phase 3 integration tests with live Qdrant + Ollama (69.0% -> 89.2%)	2026-02-20 00:33:03 +00:00
qdrant_test.go	test: add Phase 1 pure-function unit tests (18.4% -> 38.8% coverage)	2026-02-20 00:02:52 +00:00
query.go	feat: Phase 3 enhancements — sentence splitting, collection helpers, keyword filter, benchmarks	2026-02-20 08:02:00 +00:00
query_test.go	feat: extract Embedder and VectorStore interfaces, add mock-based tests	2026-02-20 00:15:54 +00:00
TODO.md	feat(bench): add Phase 4 GPU benchmarks on RX 7800 XT	2026-02-20 11:51:25 +00:00
vectorstore.go	feat: Phase 3 enhancements — sentence splitting, collection helpers, keyword filter, benchmarks	2026-02-20 08:02:00 +00:00