knowledge-grounding

Here are 6 public repositories matching this topic...

Uma-Ramanathan-1 / rag-chatbot-demo

A FastAPI + Streamlit app that shows how to ground LLM answers in organizational data using RAG, complete with synthetic data generators, FAISS indexes, and an ops-style dashboard

python faker faker-generator synthetic-data faiss rag fastapi streamlit langchain retrieval-augmented-generation knowledge-grounded-dialogue faiss-vector-database rag-chatbot knowledge-grounding

Updated Nov 28, 2025
Python

Devanik21 / Perplexity-v2

Star

AI-powered search assistant inspired by Perplexity — real-time web querying, multi-source cited answer synthesis, and follow-up conversation with source attribution.

nlp information-retrieval deep-learning multimodal-retrieval relevance-ranking large-language-models generative-ai retrieval-augmented-generation knowledge-grounding search-grounded-generation

Updated Mar 15, 2026
Python

NikolaPetrovicAi / rag-policy-chatbot-n8n

Star

Strict retrieval-first AI agent for policy Q&A. Uses vector search to ensure answers come ONLY from documents—no hallucinations, grounded in actual policy content.

openai knowledge-base semantic-search rag grounding n8n vector-embeddings ai-automation document-qa hallucination-mitigation knowledge-grounding deterministic-ai policy-assistant retrieval-augmented-generatio

Updated Dec 28, 2025

An attempt to production-ready Retrieval-Augmented Generation (RAG) system with advanced features including hybrid retrieval, adaptive feedback loops, comprehensive evaluation, and explainable AI logging.