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  "text": "Turn Claude Code into a Financial Analyst 🤖💹\n\nIn this video we point Claude Code at a bucket of 10k filing PDFs, and have it perform complex analysis across the entire set of docs!\n\nClaude Code doesn’t have file understanding out of the box (it kind of does, but it’s terrible / doesn’t work over long PDFs). We equipped Claude Code with targeted tools for file parsing and efficient search, courtesy of our recently released `semtools`.\n\nIt’s way faster/more versatile than naive RAG 💡. You get super-fast in-mem keyword/semantic search, and Claude Code can combine this with standard file tools like grep and `Read` to load in dynamic context instead of fixed chunks.\n\nYou can do this in seconds. Just install `semtools`, add it to your https://t.co/UHeZpqIKkF, and point Claude to any bucket of files you want to analyze.\n\nSemTools (s/o @LoganMarkewich): https://t.co/xg1iqbghIr\n\nFile parsing courtesy of LlamaCloud: https://t.co/XYZmx5TFz8",
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