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Build Conversational AI in minutes ⚡️
Community-contributed instructions, prompts, and configurations to help you make the most of GitHub Copilot.
A professional AI research assistant, similar to Perplexity AI, powered by LangGraph and local LLMs. Designed for advanced question answering, reasoning, and knowledge retrieval, it operates fully …
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.
Build resilient language agents as graphs.
GenAI Agent Framework, the Pydantic way
An open-source AI agent that brings the power of Gemini directly into your terminal.
Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy
🦜💬 Web app for interacting with any LangGraph agent (PY & TS) via a chat interface.
A framework for comprehensive diagnosis and optimization of agents using simulated, realistic synthetic interactions
Python Implementation of MUVERA (Multi-Vector Retrieval via Fixed Dimensional Encodings)
Model Context Protocol Servers
MCP Toolbox for Databases is an open source MCP server for databases.
About This project aims at building a robust, scalable and durable implementation of Google Agent2Agent (A2A) protocol. A2A is an open standard designed to enable seamless communication and collabo…
Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.
An index of the LangChain + LangGraph ecosystem: concepts, projects, tools, templates, and guides for LLM & multi-agent apps.
This tool uses AI to evaluate your pronunciation.
Zero administration inference with AWS Lambda for 🤗
🤗 smolagents: a barebones library for agents that think in code.
Fully open reproduction of DeepSeek-R1
Example of project using Databricks Asset Bundle
The Selenium for Chatbots - Bots Testing Bots
Scripts that run against Watson Assistant for K fold validation on training set, testing on blind test, and draw precision curves for comparison.
A fancy self-hosted monitoring tool
A collection of reference Jupyter notebooks and demo AI/ML applications for enterprise use cases: marketing, pricing, supply chain, smart manufacturing, and more.
A collection of AWS Korea Startup SA team materials for hands-on labs.