neondatabase/ask-neon
Chatbot: Search your own knowledge base by semantic similarity
Leverages OpenAI embeddings and pgvector for semantic search within Postgres, then generates responses via GPT-3 API. Built on Vercel Edge Functions with the @neondatabase/serverless driver for low-latency, serverless inference. Includes a Python pipeline to crawl documentation, vectorize content, and populate a Neon database with embeddings for retrieval-augmented generation.
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60
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9
Language
TypeScript
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Last pushed
Jan 09, 2024
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curl "https://pt-edge.onrender.com/api/v1/quality/embeddings/neondatabase/ask-neon"
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