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.

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.

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.

OpenDevin is an open-source project that aims to replicate and enhance the capabilities of Devin, an autonomous AI software engineer. The platform enables the development of AI agents that can perform complex software engineering tasks, such as writing code, running commands, and browsing the web, by leveraging large language models (LLMs). OpenDevin provides a comprehensive suite of tools, including a chat interface, command terminal, workflow planner, code editor, and integrated browser, to facilitate seamless collaboration between human developers and AI agents. The project is community-driven, encouraging contributions from developers, researchers, and AI enthusiasts to advance the field of AI-assisted software development.

OpenDevin

opendevin

An open-source platform for developing AI-powered autonomous software engineering agents capable of executing complex tasks.

Comma AI is a technology company focused on developing open-source driver assistance systems that enhance vehicle automation. Their flagship product, openpilot, is an open-source, semi-automated driving software designed to improve upon existing advanced driver-assistance systems (ADAS) in various car models. By leveraging machine learning algorithms and real-world driving data, Comma AI aims to provide a more natural and human-like driving experience. The company also offers hardware solutions, such as the comma 3X, to support the integration of their software into compatible vehicles.

Comma AI

comma-ai

An open-source driver assistance system enhancing vehicle automation through advanced AI and machine learning technologies.

ElizaOS is an open-source protocol designed to facilitate the creation and operation of autonomous AI agents, known as 'Elizas.' It serves as the foundational framework for ai16z, the pioneering AI-led DAO that integrates artificial intelligence with blockchain technology to drive decentralized decision-making and innovation. ElizaOS provides developers with the tools to build AI agents capable of autonomous interactions, decision-making, and contributions within decentralized ecosystems, promoting transparency, security, and efficiency.

ElizaOS

elizaos

An open-source protocol for autonomous AI agents, powering ai16z—the first AI-led Decentralized Autonomous Organization (DAO).

Langroid is an open-source Python framework designed to streamline the development of applications powered by Large Language Models (LLMs). It introduces a multi-agent programming paradigm, treating agents as first-class citizens to manage multiple LLM conversations, each responsible for different aspects of a task. This approach facilitates efficient collaboration through message exchange, enabling developers to build complex, intelligent applications with ease. Langroid supports integration with various LLMs, vector databases, and function-calling tools, offering a modular and extensible architecture for AI application development.

Langroid

langroid

An open-source Python framework that simplifies LLM application development using a multi-agent programming paradigm.

ChatArena is an open-source Python framework designed to facilitate the development of multi-agent language game environments for large language models (LLMs). It provides a flexible structure for defining multiple players, environments, and their interactions, enabling researchers and developers to explore and enhance AI communication and collaboration skills. With user-friendly interfaces, including both web UI and command-line options, ChatArena supports the creation of diverse language game scenarios, such as conversational simulations, educational settings, and social deduction games.

ChatArena

chatarena

An open-source framework for creating multi-agent language game environments to enhance AI communication and collaboration capabilities.

AI Agents Tagged with "open-source"