Philipp MockandClaude Opus 5.5
e4b7f0ce34
- Contemporary and Kafka personas search only "Die Verwandlung" (own index and tool description); per-persona subtitle - New contemporary portrait and avatar alt text - ChatGPT: gpt-6.1-sol, reasoning_effort low via Responses API; default in the model menu - GPT-Realtime-2.1 Mini as third option (realtime_chat.py, WebSocket, text only) - Load .env for OPENAI_API_KEY - Reranker in fp16 on GPU with 25 candidates; reranker, embeddings and BM25 shared and built at server start - BM25 stem cache (first search ~31s -> ~1.7s) - Timing output per LLM call and search Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
17 lines
236 B
Plaintext
17 lines
236 B
Plaintext
langchain
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langchain-community
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langchain-ollama
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langchain-openai
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langchain-text-splitters
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langchain-huggingface
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faiss-cpu
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sentence-transformers
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pypdf
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numpy<2.0
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fastapi
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uvicorn[standard]
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rank_bm25
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snowballstemmer
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python-dotenv
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websockets
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