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This sample shows how to create two Azure Container Apps that use OpenAI, LangChain, ChromaDB, and Chainlit using Terraform.

HCL 148 58 Updated May 7, 2024

๐Ÿฅค RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL

Python 997 94 Updated Jun 4, 2025

Solution Accelerator to show how to build your own copilot

TypeScript 207 116 Updated Jun 5, 2025

The LLMAgentOps Toolkit is a repository that provides a foundational structure for building LLM Agent-based applications using the Semantic Kernel. It serves as a starting point for data scientistsโ€ฆ

Python 16 2 Updated Feb 21, 2025
Python 3 Updated Oct 8, 2024

A tool for downloading songs from music streaming services like Spotify and Apple Music.

JavaScript 1,937 125 Updated Jun 4, 2025

A WhatsApp client library for NodeJS that connects through the WhatsApp Web browser app

JavaScript 16,959 4,118 Updated Jun 5, 2025

Evolution API is an open-source WhatsApp integration API

TypeScript 3,808 2,959 Updated Jun 3, 2025

Model Context Protocol Servers

Python 51,504 5,902 Updated Jun 4, 2025

Harness LLMs with Multi-Agent Programming

Python 3,378 321 Updated Jun 5, 2025

Integrate cutting-edge LLM technology quickly and easily into your apps

C# 24,913 3,908 Updated Jun 5, 2025

A programming framework for agentic AI ๐Ÿค– PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour

Python 45,562 6,899 Updated Jun 5, 2025

Full-stack framework for building Multi-Agent Systems with memory, knowledge and reasoning.

Python 27,736 3,540 Updated Jun 5, 2025

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

Python 32,500 4,363 Updated Jun 5, 2025

This is an implementation of a custom chatbot using LangChain, OpenAI and Chainlit. This chatbot is also integrated with an external API hosted in Flask

Python 32 7 Updated Jun 7, 2024

The official repo of Qwen (้€šไน‰ๅƒ้—ฎ) chat & pretrained large language model proposed by Alibaba Cloud.

Python 18,435 1,512 Updated Apr 29, 2025

๐Ÿค– Chat with your SQL database ๐Ÿ“Š. Accurate Text-to-SQL Generation via LLMs using RAG ๐Ÿ”„.

Python 17,978 1,608 Updated Apr 10, 2025

Build Conversational AI in minutes โšก๏ธ

TypeScript 9,823 1,347 Updated Jun 5, 2025

Playground for building AI Agents on Azure

24 20 Updated Mar 31, 2025

Build your first AI Agent for Postgres on Azure

Python 3 1 Updated Apr 8, 2025

Composio equip's your AI agents & LLMs with 100+ high-quality integrations via function calling

Python 25,450 4,415 Updated Jun 5, 2025

11 Lessons to Get Started Building AI Agents

Jupyter Notebook 24,339 6,509 Updated Jun 5, 2025

A multi-agent sample and workshop for a retail banking scenario. Implemented in both C# using Semantic Kernel Agents and Python using LangGraph.

Bicep 59 47 Updated May 19, 2025

A utility library for dealing with token counting for messages sent to an LLM (currently OpenAI models only)

Python 33 5 Updated Jan 10, 2025

Hack Together: RAG Hack | Register, Learn, Hack

485 108 Updated Oct 11, 2024

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

Python 7,045 4,783 Updated Jun 4, 2025
Python 150 7 Updated Jun 2, 2025

A modular graph-based Retrieval-Augmented Generation (RAG) system

Python 25,646 2,619 Updated Jun 5, 2025

The personal finance app for everyone

Ruby 44,505 3,263 Updated Jun 3, 2025
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