AndrewNgo-ini / agentic_rag
A fully custom chatbot built with Agentic RAG (Retrieval-Augmented Generation), combining Gemini models with a local knowledge base for accurate, context-aware, and explainable responses. Features a lightweight, dependency-free frontend and a streamlined FastAPI backend for complete control and simplicity.
☆134Updated last month
Alternatives and similar repositories for agentic_rag:
Users that are interested in agentic_rag are comparing it to the libraries listed below
- Open-Source RAG app with LLM Observability (Langfuse), support for 100+ providers (LiteLLM), Dockerized, Full Type-checking, 100% Test co…☆147Updated last month
- Reliable RAG setup that uses Semantic Double Merging Chunking from llamaindex, Qdrant Hybrid Search, colBERT for reranking and Google Gem…☆37Updated 3 months ago
- A fun project where I use the power of AI to analyze a PDF. The AI extracts key information based on the user's instructions and selectio…☆69Updated 6 months ago
- This is a repository which uses LangChain LangGraph and DuckduckGo to create a Perplexity Clone☆78Updated 5 months ago
- Chat with PDF files with source highlights☆133Updated 3 months ago
- This software contains an agent based on LangGraph & LangChain for solving general requests in the Whatsapp channel of this medical clini…☆193Updated 5 months ago
- Contextual Doc Retrieval is a Python-based system leveraging OpenAI GPT-4o and Cohere for re-ranking and query expansion, combined with B…☆43Updated 5 months ago
- A real production-worthy RAG Pipeline.☆242Updated last month
- AI planner similar to OpenAI's deep research☆113Updated this week
- Make Llama 3.1 8B talk in Rick Sanchez’s style☆76Updated 2 months ago
- A Multi-Agent AI Tool that creates beautiful presentations with voice-overs 🎦🔥☆160Updated last month
- A multi-agent AI research system designed to know what it knows (and doesn't know) when conducting research and creating content.☆146Updated last month
- AI Engineering bootcamp☆86Updated 3 weeks ago
- Scalable Multi-modal RAG platform☆471Updated this week
- ☆88Updated 3 weeks ago
- A simple Python program to implement the search-extract-summarize flow.☆258Updated 2 months ago
- A Python-based web-assisted large language model (LLM) search assistant using Llama.cpp☆346Updated 5 months ago
- 🧠 Guide to Building RAG (Retrieval-Augmented Generation) Applications☆129Updated this week
- ☆68Updated 6 months ago
- ☆91Updated 3 weeks ago
- Python script that runs a hybrid search with a generative component (powered by Ollama).☆64Updated 8 months ago
- Build LangGraph agents with large numbers of tools☆172Updated last week
- Adaptive Modular Network (AMN) a potentially novel machine learning architecture capable of producing models which can learn at inference…☆49Updated 3 weeks ago
- ☆88Updated 4 months ago
- A framework for agentic workflow creation and deployment☆226Updated 2 months ago
- quick tutorial with agency swarm for websearch use case☆73Updated 10 months ago
- An open-source implementation of Anthropic's Computer Use to perform basic tasks using AI Agents.☆258Updated 5 months ago
- ☆78Updated 2 weeks ago
- Testing the different LLM and RAG Tests while I learn along the way☆114Updated this week
- ☆141Updated 3 months ago