The Bee Agent Framework is an open-source toolkit developed by IBM for constructing, deploying, and managing powerful agentic workflows at scale. It simplifies the development of distributed agent-based systems by providing built-in messaging, task coordination, and integration with common networking protocols. The framework is designed to perform robustly with models like IBM Granite and Llama 3.x, and it supports features such as sandboxed code execution, memory optimization, and traceability. Its modular architecture allows for custom agent behavior, making it scalable for large, distributed networks. The Bee Agent Framework is part of a broader ecosystem that includes tools like Bee UI for visual interaction with agents and Bee Observe for telemetry collection and management.

Bee Agent Framework

bee-agent-framework

An open-source framework for building, deploying, and serving scalable agent-based workflows with various AI models.

Qwen-Agent is an open-source framework developed by Alibaba Cloud for building large language model (LLM) applications. It leverages the instruction-following, tool usage, planning, and memory capabilities of Qwen models. The framework provides components such as LLMs, prompts, and agents, along with example applications like Browser Assistant, Code Interpreter, and Custom Assistant. Qwen-Agent supports function calling, code interpretation, retrieval-augmented generation (RAG), and Chrome extensions, enabling developers to create intelligent agents for various complex tasks. The framework is designed to be modular and extensible, allowing for the integration of custom tools and rapid development of AI applications.

Qwen-Agent

qwen-agent

An open-source framework for developing LLM applications with instruction following, tool usage, planning, and memory capabilities.

Potpie AI is an open-source platform that creates AI agents specialized in your codebase, enabling automated code analysis, testing, and development tasks. By building a comprehensive knowledge graph of your code, Potpie's agents can understand complex relationships and assist with everything from debugging to feature development. The platform offers pre-built agents for tasks such as codebase Q&A, debugging, integration testing, and code generation. Potpie integrates seamlessly with existing development workflows, providing a powerful tool for developers seeking to enhance productivity and code quality.

Potpie AI

potpie-ai

An open-source platform creating AI agents specialized in your codebase for automated code analysis and development tasks.

Agency Swarm is an open-source framework developed to facilitate the creation and management of collaborative AI agents, referred to as 'swarms.' By enabling multiple agents with distinct roles and capabilities to work together, it aims to automate complex workflows within AI development and other applications. The framework provides tools for defining agent behaviors, managing inter-agent communication, and integrating with existing systems, thereby enhancing efficiency and scalability in AI-driven projects.

Agency Swarm

agency-swarm

An open-source AI agent orchestration framework designed to automate and streamline AI development processes through collaborative agent swarms.

Weaviate is an open-source vector database designed to facilitate the development of AI-native applications by providing efficient storage and retrieval of vector embeddings. It combines vector search with traditional keyword search techniques, allowing for precise and contextual data retrieval across various data modalities. With integrations for popular machine learning models and support for hybrid search, Weaviate empowers developers to create applications such as semantic search engines, recommendation systems, and chatbots. Its cloud-native architecture ensures scalability and flexibility, making it a preferred choice for both developers and enterprises aiming to leverage AI in their software solutions.

Weaviate

weaviate

An open-source, AI-native vector database enabling developers to build and scale AI-powered applications with advanced data retrieval capabilities.

Agent4Rec is an innovative recommender system simulator that leverages Large Language Models (LLMs) to create 1,000 generative agents, each initialized from the MovieLens-1M dataset. These agents exhibit diverse social traits and preferences, engaging in realistic interactions with personalized movie recommendations. Actions include watching, rating, evaluating, exiting, and conducting interviews about recommended content. Designed to provide insights into human behavior within recommendation environments, Agent4Rec serves as a valuable tool for researchers and developers aiming to study and enhance recommender systems.

Agent4Rec

agent4rec

An open-source recommender system simulator utilizing 1,000 LLM-empowered generative agents to emulate user interactions with personalized movie recommendations.

Stability AI is a leading artificial intelligence company founded in 2019 by Emad Mostaque. It is renowned for developing open-source generative AI models that empower creators and developers worldwide. Their flagship product, Stable Diffusion, is a state-of-the-art text-to-image model capable of generating high-quality images from textual descriptions. Stability AI's mission is to make foundational AI technology accessible to all, fostering innovation across multiple domains such as image, audio, video, 3D, and language. The company offers a suite of models, including Stable Diffusion 3.5, Stable Video Diffusion, Stable Audio 2.0, and Stable LM 2 1.6B, catering to diverse creative and industrial applications.

Stability AI

stability-ai

An AI company specializing in open-source generative models across various modalities, including image, audio, and language.

smolagents is a streamlined, open-source library developed by Hugging Face that enables developers to create powerful AI agents with just a few lines of code. The library emphasizes simplicity, containing approximately a thousand lines of code, and offers first-class support for Code Agents—agents that write their actions in Python code. smolagents is compatible with a wide range of language models, including those from OpenAI, Anthropic, and models hosted on the Hugging Face Hub. To ensure secure code execution, it provides options for running code in sandboxed environments via E2B. The library also integrates with the Hugging Face Hub, allowing users to share and load tools seamlessly.

smolagents

A lightweight, open-source library by Hugging Face for building AI agents with minimal code, supporting various language models and secure code execution.

Story Foundation is a purpose-built Layer 1 blockchain platform that facilitates the tokenization and management of intellectual property (IP). By providing a secure and transparent environment, it enables AI agents to autonomously exchange, create, and monetize IP assets without human intervention. The platform introduces the Agent Transaction Control Protocol for Intellectual Property (Agent TCP/IP), allowing AI agents to execute legally binding contracts on-chain, fostering a decentralized marketplace for IP transactions. This innovation aims to empower creators and developers by providing programmable IP solutions that integrate seamlessly with AI-driven applications.

Story Foundation

story-foundation

A blockchain platform designed to tokenize and manage intellectual property (IP), enabling AI agents to autonomously exchange and monetize IP assets.

Firecrawl AI is an advanced developer platform designed to streamline web data extraction for AI applications. It enables users to scrape, crawl, and extract data from websites, converting them into clean, Large Language Model (LLM)-ready formats such as markdown or structured data. With capabilities to handle dynamic JavaScript-rendered content, manage proxies, and bypass anti-bot mechanisms, Firecrawl AI simplifies the integration of web data into AI models and applications. It offers both open-source and hosted versions, providing flexibility for various use cases.

Firecrawl AI

firecrawl-ai

An AI-powered platform that transforms entire websites into clean, LLM-ready markdown or structured data through a single API.

LobeHub is an innovative open-source platform designed to empower individuals and developers in building and managing personalized AI assistants and agents. It offers a modern, user-friendly interface that supports multiple AI providers, including OpenAI, Claude, Gemini, and Ollama. With features like multi-modal interactions (text, voice, image recognition), a customizable assistant marketplace, and an expandable plugin ecosystem, LobeHub facilitates the creation of AI-driven solutions tailored to diverse needs, ranging from content creation and education to software development and professional consultation.

LobeHub

lobehub

An open-source platform enabling users to create, customize, and manage AI assistants and agents for various applications.

ShortGPT is an experimental AI-powered framework designed to automate the creation of short-form video content. By leveraging large language models (LLMs) and advanced video editing libraries, it simplifies tasks such as script generation, footage sourcing, voiceover synthesis, and editing. ShortGPT supports multiple languages for voiceovers and can retrieve relevant images and video footage from the internet, making it a versatile tool for content creators aiming to produce engaging videos efficiently.

ShortGPT

shortgpt

An open-source AI framework that automates short video content creation, streamlining the process from script generation to editing.

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