aditya
9fe3196827
All sims re-run after pipeline fixes (better prompts, real syntax validation, fenced-block extraction fix). Results: 7/7 PASS, 20 files total, all Python files pass compile() syntax check. Includes run_all_sims.py runner script and rag-basic action config.
16 lines
927 B
YAML
16 lines
927 B
YAML
name: local/basic-rag
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description: >
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Build a basic RAG (Retrieval Augmented Generation) application in Python.
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Use OpenAI embeddings for vectorizing documents and FAISS for the vector store.
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Include a document loader that reads .txt files from a directory, chunks them,
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embeds them, stores in FAISS, and answers questions by retrieving relevant
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chunks and passing them to OpenAI GPT for answer generation. Include a CLI
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interface that accepts a question as input. Include requirements.txt.
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strategy_actor: anthropic/claude-sonnet-4-20250514
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execution_actor: anthropic/claude-sonnet-4-20250514
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definition_of_done: >
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A rag.py implements document loading, chunking, embedding with OpenAI,
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FAISS vector storage, retrieval, and answer generation.
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CLI accepts a question via argparse and a --docs-dir flag for the documents directory.
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A requirements.txt lists all dependencies (openai, faiss-cpu, tiktoken, etc).
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