https://github.com/elizabethsiegle/python-chat-over-doc-retriever-pipeline
A retriever pipeline Python web application that allows users to chat with PDFs and web articles using AI. Combines FAISS vector similarity search and BM25 keyword matching for accurate document retrieval and uses Voyage AI embeddings and LLaMA hosted on Cloudflare Workers AI for question answering.
https://github.com/elizabethsiegle/python-chat-over-doc-retriever-pipeline
cloudflare-workers-ai voyage-ai voyageai
Last synced: 4 months ago
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A retriever pipeline Python web application that allows users to chat with PDFs and web articles using AI. Combines FAISS vector similarity search and BM25 keyword matching for accurate document retrieval and uses Voyage AI embeddings and LLaMA hosted on Cloudflare Workers AI for question answering.
- Host: GitHub
- URL: https://github.com/elizabethsiegle/python-chat-over-doc-retriever-pipeline
- Owner: elizabethsiegle
- Created: 2025-01-10T17:35:28.000Z (9 months ago)
- Default Branch: main
- Last Pushed: 2025-01-22T20:54:11.000Z (9 months ago)
- Last Synced: 2025-03-06T12:52:45.048Z (7 months ago)
- Topics: cloudflare-workers-ai, voyage-ai, voyageai
- Language: Python
- Homepage:
- Size: 301 KB
- Stars: 4
- Watchers: 1
- Forks: 4
- Open Issues: 1
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Metadata Files: