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Local AI chatbot that searches resumes by skills or location using natural language.
Stack
Python / FastAPI / Hugging Face / ChromaDB / OpenAI GPT / React.js
The project
Typo-tolerant, semantic search. Ask in plain language, get the right resumes back. An AI chatbot that processes a batch of PDF resumes and lets you query them like you'd ask a person (by skill, certification, or location) instead of keyword-matching. Uses local embeddings (ChromaDB) for semantic search, so it still finds the right match even with typos or vague phrasing.
What it does
- Multi-PDF processing
- Semantic search with embeddings
- Typo-tolerant NLP queries
- Context-aware responses
What I learned
NLP, semantic embeddings, and vector search, and building AI features that work reliably in real use cases.
Next project
AdminPro Mobile
