AIHacker Noonabout 5 hours ago
RAG Tool Over Personal Writing: Lessons Learned
9 min read
A developer built a retrieval-augmented Q&A tool over their own essays using Claude Code for implementation. The tool indexes 16 blog posts into 392 chunks, uses the local all-MiniLM-L6-v2 embedding model, and handles syndicated titles across four platforms. Testing showed Claude and Llama 3.1 both correctly declined unanswerable queries.
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