EmbedDB is an ultra-lightweight vector database designed for rapid prototyping of semantic search and RAG applications. The entire implementation is contained in a single Python file with minimal d…

DeepTeam is a framework to red team LLMs and LLM systems.

Play with OpenAI's new Realtime API in your browser

A roadmap for "generative AI" learning resources

A curated list of vibe coding references, collaborating with AI to write code.

Code for LitLLMs, LLMs for Literature Review: Are we there yet? (TMLR 2025)

Improving AI Systems with Self-Defense Mechanisms

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

Minimal, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.

A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.

A prompt management, versioning, testing, and evaluation inference server and UI toolkit. Provider agnostic and OpenAI API compatible.

Spring AI powered expert system demo

Model Context Protocol (MCP) Server for dify workflows

mcp-difyworkflow-server is an mcp server Tools application that implements the query and invocation of Dify workflows, supporting the on-demand operation of multiple custom Dify workflows.

Examples and guides for using Swarms Framework

Multi-threading, Concurrency, Asynchrony, and various Execution Methods implemented in a Rust backend for bleeding edge performance.

A collection of pre-build wrappers over common RAG systems like ChromaDB, Weaviate, Pinecone, and othersz!

A vast array of examples for the enterprise-grade and production-ready swarms framework.

🤖 AgentVerse 🪐 is designed to facilitate the deployment of multiple LLM-based agents in various applications, which primarily provides two frameworks: task-solving and simulation

An open platform for enhancing the capability of LLMs in workflow orchestration.

An open-source framework for collaborative AI agents, enabling diverse, distributed agents to team up and tackle complex tasks through internet-like connectivity.

🌐 Make websites accessible for AI agents. Automate tasks online with ease.

FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, le…

Quantalogic ReAct Agent - Coding Agent Framework - Gives a ⭐️ if you like the project

Building effective agents patterns implemented with Dapr Agents

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.

Repository demonstrating best practices and patterns for implementing agentic workflows in Python, featuring modular, scalable, and reusable design patterns for intelligent automation.