madeyexz/markdown-file-query
Semantic QA with a markdown database: Query any markdown file using vector embedding, Pinecone vector database and GPT (langchain). A weaker version of privateGPT
ArchivedChunks markdown files using LangChain's text splitter, embeds them via OpenAI's embedding model, and stores vectors in Pinecone for semantic similarity search. When queried, it retrieves the 3 most relevant chunks by cosine similarity and passes them to GPT-3 for natural language answer generation. Supports direct querying of exported Notion and Obsidian markdown exports without requiring local LLM infrastructure.
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Language
Python
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Last pushed
May 27, 2023
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Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/vector-db/madeyexz/markdown-file-query"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
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