Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthr…

Build Real-Time Knowledge Graphs for AI Agents

A configuration framework that enhances Claude Code with specialized commands, cognitive personas, and development methodologies.

Beta release of Archon OS - the knowledge and task management backbone for AI coding assistants.

Context engineering is the new vibe coding - it's the way to actually make AI coding assistants work. Claude Code is the best for this so that's what this repo is centered around, but you can apply…

Trae Agent is an LLM-based agent for general purpose software engineering tasks.

"Context engineering is the delicate art and science of filling the context window with just the right information for the next step." — Andrej Karpathy. A frontier, first-principles handbook inspi…

High accuracy RAG for answering questions from scientific documents with citations

All the open source AI Agents hosted on the oTTomator Live Agent Studio platform!

Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants

MDAnalysis is a Python library to analyze molecular dynamics simulations.

SunPy - Python for Solar Physics

This package is use to remove the hustle of finding claudeskills and shift them into any of the user project. This project become a bridge between user's usage and claude skills

Example ChatGPT chatbots using Langchain and OpenAI

An example AWS RAG application using Bedrock embeddings and LLMs

Space Weather Monitor Application (SWMA) is an open-source application made for visualizing real-time space weather related data.

Space Weather Forecasting

EIT Wave Detection (AGU 2011)

This project creates a Retrieval-Augmented Generation (RAG) chatbot using AWS AI services, specifically Amazon Bedrock. It leverages Knowledge Bases, Agents, and integrates with a Streamlit applica…

A simple and easy to use customer support agentic rag with knowledge base and search tools for better solutions to user queries

Contains scripts for downloading data which are used in respective heliophysics research papers.

An agenting RAG workflow built on AWS Bedrock with python CDK

This is a demo app that shows how to leverage AWS Bedrock to build a RAG application using knowledge bases and AI agents.

Tools that help heliophysics researchers better leverage their HelioCloud instance.

Interactive Streamlit app for visualizing space weather events.

EIT Wave Detection (AGU 2011)

A production level RAG agent build with AWS Bedrock