mistral-embed

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NourRabee / rag_bot

This project implements a Retrieval-Augmented Generation (RAG) chatbot capable of intelligent, document-aware conversations. It supports both local and cloud-based LLM inference and enables high-quality semantic search using vector stores like ChromaDB and Pinecone.

rest-api semantic-search rag pydantic fastapi llm langchain chromadb ollama pineconedb mistral-embed groq-api

Updated Jun 30, 2025
Python

mohandab-dataeng / rag-cultural-events

Star

RAG powered chatbot for cultural event discovery. Fetches real events from Open Agenda, builds a FAISS vector index, and delivers context-aware recommendations through natural language queries. Built with LangChain, Mistral AI & Python.

python pytest uv faiss langchain mistral-ai mistral-embed

Updated Sep 20, 2026
Python

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