vk_hackathon/index/requirements.txt
q 4ecba7d35a Migrate to multi-file architecture: smarter chunking + fixed RERANK_LIMIT
index: message-based windowed chunking (5 msgs/1h gap), better unicode
cleaning, separate dense (with timestamps)/sparse content renderers,
BM25 preload on startup, ThreadPoolExecutor(4), UVICORN_WORKERS=4,
Dockerfile copies all *.py

search: proper multi-module structure (query_builder, retrieval, rerank,
aggregation), RERANK_LIMIT 60→15 (fixes 429 errors), extra dense vectors
for variants/hyde, date+asker metadata filters, httpx pool (100/20/30s),
BM25 preload on startup, Dockerfile copies all *.py

68/68 unit tests passing

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-18 21:49:14 +03:00

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fastapi==0.135.1
uvicorn[standard]==0.42.0
pydantic==2.12.5
fastembed==0.7.4