Thirty years of a company's emails, documents and call recordings, answering any question in seconds with the source. The full build: gather, clean, chunk, embed, retrieve, chat, and connect the tools.
By Ahmed Alassafi7 September 202613 min read
What's Inside
🧹The cleaning step everyone skips, with the rewrite prompt that makes files readable
🔢Chunking, embeddings and a Supabase index you own, schema included
🔍The retrieval loop: 20 nearest pieces, re-ranked to 8, cited on every answer
🔌The chat app prompt, plus email, task and CRM tools wired in behind an approval
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