amdjedbens/Semantic-search-VectorDB
A semantic search application built using FastAPI, Pinecone, and Sentence Transformers to match questions from Quora dataset.
This application helps you find relevant answers by matching your questions against a large database of existing questions. You type in a question or statement, and it intelligently sifts through a collection of Quora questions to show you the most similar ones. It's designed for anyone looking for quick, contextually similar information from a question-and-answer archive.
No commits in the last 6 months.
Use this if you need to quickly find similar questions or content from a large text repository based on the meaning of your query, rather than just keywords.
Not ideal if you need to analyze structured data, perform complex statistical analysis, or retrieve exact keyword matches from a traditional database.
Stars
7
Forks
—
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Jan 02, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/vector-db/amdjedbens/Semantic-search-VectorDB"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
pinecone-io/pinecone-ts-client
The official TypeScript/Node client for the Pinecone vector database
pinecone-io/examples
Jupyter Notebooks to help you get hands-on with Pinecone vector databases
dexaai/pinecone-client
Pinecone.io client with excellent TypeScript support.
pinecone-io/pinecone-claude-code-plugin
The official Pinecone marketplace for Claude Code Plugins
aaronkao/awesome-pinecone
A curated list of awesome Pinecone resources, libraries, tools and applications