Ai-agent Open-source framework apps 2025

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Guardrails AI

Framework for developing safe and reliable Generative AI applications Show more

Guardrails AI is a cutting-edge open-source framework that aims to revolutionize the development of Generative AI applications. It simplifies the often complex task of LLM (Large Language Model) response validation, ensuring more accurate and reliable outputs. The app enhances the development experience by improving reusability, allowing developers to focus on innovation rather than redundancy. With its array of robust operational features, Guardrails AI serves as a comprehensive toolkit, making the creation of AI applications more streamlined and efficient. This framework not only accelerates the development process but also promotes the crafting of sturdy and dependable generative AI solutions. Whether you're a developer seeking to refine AI model outputs or a team aiming to build resilient applications, Guardrails AI offers the tools needed to achieve high-quality results.

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Operational tools

Llm response validation

Improving reusability

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SuperAGI

A dev-first, open-source framework for building and managing autonomous AI agents. Show more

SuperAGI is an innovative open-source framework tailored for developers who want to efficiently create, manage, and execute autonomous AI agents. It stands out by supporting concurrent agent operations, making it ideal for complex, multi-faceted AI tasks. The framework integrates seamlessly with a variety of tools, enhancing its versatility and applicability across different domains. Its user-friendly graphical interface enables smooth interaction and management of AI agents, ensuring an intuitive user experience. SuperAGI is built with scalability in mind, allowing it to handle intricate AI processes with ease. Key features such as performance telemetry, agent memory storage, and optimized token usage not only enhance functionality but also help manage costs effectively. This makes SuperAGI a comprehensive solution for developers looking to leverage autonomous agents in their applications.

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Tool integration

Concurrent operations

Graphical interface

Performance telemetry

Agent memory storage

Optimized token usage

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Agience

Intelligent Agents for Everyone Show more

Agience is an innovative open-source intelligent agent framework designed to seamlessly integrate devices, systems, and data, enabling unprecedented levels of automation and efficiency. With its robust architecture, Agience facilitates the dynamic interaction and coordination of various technological components within a unified ecosystem. The framework is adaptable to a wide range of applications, offering flexibility and scalability that cater to the specific needs of businesses and developers alike. By leveraging machine learning and artificial intelligence, Agience enhances decision-making processes and optimizes resource utilization. Its open-source nature encourages community collaboration, fostering continuous improvement and innovation within the platform. Whether it’s streamlining complex workflows or enhancing the operation of interconnected devices, Agience serves as a powerful tool in the digital transformation landscape.

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Data automation

Efficiency enhancement

System integration

Device connectivity

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Adala

Autonomous DAta (Labeling) Agent framework Show more

Adala is an innovative open-source framework aimed at streamlining the automation of data labeling and related processing tasks using advanced AI technology. It features autonomous AI agents that rely on large language models (LLMs) to efficiently perform activities like data classification, summarization, and generation. The unique design of Adala’s agents allows them to learn and evolve continuously by engaging with ground truth datasets and integrating human feedback. This adaptable learning process ensures a high level of accuracy and efficiency in managing data processing workflows. With its focus on reliability and performance, Adala is an ideal solution for teams seeking to enhance their data handling capabilities with state-of-the-art AI-driven automation.

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Data classification automation

Ai-driven data summarization

Autonomous data generation

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BambooAI

Platform for creating and managing AI agents. Show more

BambooAI is an innovative open-source framework designed to streamline the creation and management of AI agents for developers. This robust platform offers a structured workflow for deploying AI models, ensuring a seamless integration of various AI components and efficient data management. Ideal for complex AI development projects, BambooAI facilitates consistency and scalability, allowing developers to focus on enhancing AI capabilities rather than grappling with infrastructural challenges. Its open-source nature fosters a collaborative community, inviting developers to contribute, customize, and expand its functionalities. With BambooAI, developers can accelerate AI innovation, harnessing tools that simplify intricate processes and promote effective collaboration across teams. Whether you're building AI from scratch or optimizing existing workflows, BambooAI is your go-to solution for efficient AI project management.

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Data management

Ai agent creation

Model deployment

Component integration

Workflow structuring

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Qwen Agent

Framework for building LLM applications with Qwen models' advanced capabilities Show more

Qwen Agent is an innovative open-source framework designed by Alibaba Cloud to streamline the development of Large Language Model (LLM) applications. It harnesses the robust capabilities of Qwen models, particularly in instruction-following, tool usage, planning, and memory retention, to create versatile AI agents. This framework offers a comprehensive suite of components tailored for LLMs, prompts, and agents, empowering developers to effortlessly construct and personalize AI solutions. Its flexible architecture allows for seamless integration of various tools, enabling the creation of AI agents capable of tackling intricate tasks with precision. Qwen Agent simplifies the process of developing sophisticated AI applications, making it an ideal choice for developers aiming to unlock the full potential of AI in their projects.

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Custom ai agents

Memory management

Instruction following

Tool usage

Planning capability

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Bee Agent Framework

9.1

1 Reviews

Open-source framework for building, deploying, and serving powerful agentic workflows at scale Show more

Bee Agent Framework is an advanced open-source toolkit tailored for developing scalable agent-based workflows leveraging diverse AI models. Equipped with robust support for IBM Granite and Llama 3.x models, the framework empowers developers to construct intricate agentic structures that adeptly handle workflow states. It offers a comprehensive suite of production-ready features, ensuring seamless real-world deployment. The framework's versatile architecture facilitates the integration of various AI components, promoting efficiency and scalability. Ideal for developers aiming to innovate and enhance workflow management, Bee Agent Framework stands out as a reliable resource for cutting-edge AI solutions.

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Workflow management

Ai model integration

Agentic workflows

Scalable architecture

Production-ready deployment

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AutoGen

9.1

1 Reviews

An Open-Source Programming Framework for Agentic AI Show more

AutoGen is a cutting-edge open-source framework created by Microsoft Research, designed for the development of next-generation applications leveraging Large Language Models (LLMs). It uniquely supports multi-agent conversations, empowering developers to construct sophisticated AI workflows where multiple specialized agents collaborate seamlessly to tackle complex tasks. The framework streamlines the process of creating LLM-powered applications by offering flexibility in configuring diverse LLM setups, enabling efficient tool usage, and facilitating interactive human-AI dialogues. With AutoGen, developers can easily craft advanced AI systems that are capable of dynamic interaction and problem-solving. This innovative tool is ideal for those looking to explore and extend the potential of LLMs, driving forward the capabilities of AI applications in various domains.

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Multi-agent conversations

Complex ai workflows

Specialized agent collaboration

Llm application development

Human-ai interaction

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Project Alice

Open-source agentic workflow framework with its own web UI, persistent DB and access to 20+ APIs Show more

Project Alice is an innovative app designed to offer users access to a comprehensive framework for project management and collaboration. It integrates a suite of intuitive tools that streamline task organization, team communication, and workflow optimization, making it ideal for both individual users and large teams. With its user-friendly interface and customizable features, Project Alice can be tailored to meet the specific needs of diverse projects across various industries. The app facilitates seamless data sharing and real-time updates to ensure that all team members are aligned and informed. Enhanced with robust security protocols, it ensures that project data remains confidential and protected. Whether you're managing a small project or overseeing a complex operation, Project Alice is your go-to solution for efficient and effective project management.

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Api integrations

Agentic workflow framework

Custom web ui

Persistent database

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Internet of Agents

Open-source framework enabling AI agents to collaborate and tackle complex tasks together Show more

Internet of Agents (IoA) is a groundbreaking open-source framework that transforms AI collaboration. By simulating the interconnected nature of the internet, IoA enables a multitude of AI agents to seamlessly partner and merge their unique strengths. This innovative platform facilitates the cooperative tackling of complex problems, which would be daunting for solitary agents. With its focus on fostering inter-agent connectivity and teamwork, IoA is poised to revolutionize AI interactions. The framework opens new possibilities for efficient and effective problem-solving across a wide array of fields. This novel approach emphasizes the power of collaboration among diverse AI entities, driving progress and innovation in artificial intelligence.

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Complex problem-solving

Ai collaboration platform

Agent capability sharing

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SuperAGI

A dev-first, open-source framework for building and managing autonomous AI agents. Show more

SuperAGI is an innovative open-source framework tailored for developers who want to efficiently create, manage, and execute autonomous AI agents. It stands out by supporting concurrent agent operations, making it ideal for complex, multi-faceted AI tasks. The framework integrates seamlessly with a variety of tools, enhancing its versatility and applicability across different domains. Its user-friendly graphical interface enables smooth interaction and management of AI agents, ensuring an intuitive user experience. SuperAGI is built with scalability in mind, allowing it to handle intricate AI processes with ease. Key features such as performance telemetry, agent memory storage, and optimized token usage not only enhance functionality but also help manage costs effectively. This makes SuperAGI a comprehensive solution for developers looking to leverage autonomous agents in their applications.

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Tool integration

Concurrent operations

Graphical interface

Performance telemetry

Agent memory storage

Optimized token usage

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Haystack

An open-source NLP framework for building search systems and conversational AI. Show more

Haystack is an innovative open-source Natural Language Processing (NLP) framework crafted by Deepset, focusing on the development of sophisticated search systems and conversational AI solutions. It equips developers with the tools needed to construct efficient, end-to-end search pipelines capable of processing large, intricate queries with precision. By harnessing cutting-edge transformer models, Haystack ensures high performance and accuracy. The framework supports a variety of backends and offers extensive customization options, making it well-suited for enterprise-level search and question-and-answer (Q&A) systems. Additionally, Haystack excels in document retrieval, question answering, and semantic search, providing a comprehensive solution for complex information retrieval tasks.

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Conversational ai

Semantic search

Question answering

Customizable framework

Advanced search systems

End-to-end search pipelines

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LAgent

Open-source framework for building and deploying AI agents. Show more

LAgent is an innovative open-source framework designed for the seamless development of AI agents, emphasizing user-friendliness and adaptability. With its comprehensive set of tools and libraries, LAgent simplifies the process of building, training, and deploying AI models, making it accessible for both beginners and seasoned developers. The framework facilitates the creation of intelligent systems capable of engaging with users and performing intricate tasks efficiently. LAgent is highly versatile, supporting a wide range of integrations, which ensures it can meet the demands of diverse applications and environments. Whether for academic research or real-world production scenarios, LAgent provides the necessary infrastructure to innovate and implement cutting-edge AI solutions with ease.

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Integration support

User interaction

Complex task handling

Ai model building

Agent deployment

Tool and library support

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XAgent

Open-source LLM-powered agent for complex task automation Show more

XAgent is a versatile and open-source autonomous agent that leverages the power of large language models to tackle a wide range of tasks efficiently. Its robust design ensures seamless operation within a secure environment, utilizing Docker containers to manage and execute necessary actions. This setup enables XAgent to proficiently handle tools such as file editors, web browsers, and Python notebooks. An admirable feature of XAgent is its support for human collaboration, allowing for productive interaction between users and the agent. Its extensible architecture empowers users to integrate additional tools and agents, thereby continuously enhancing its functionality and adaptability. Perfectly suited for developers and tech-savvy users, XAgent offers an innovative approach to automating complex workflows and processes.

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Task automation

Secure environment

Tool management

Human collaboration

Extensible design

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Surf.new

An open-source alternative to OpenAI Operator Show more

Surf.new is a cutting-edge, open-source application designed to enhance your online experience by employing AI agents that can dynamically browse and interact with web pages. This innovative platform allows users to test and utilize AI agents, giving them the power to perform tasks such as automation and web research seamlessly. By mimicking human browsing behavior, these agents simplify complex processes, making workflows more efficient and intuitive. Surf.new is ideal for developers, researchers, and anyone eager to leverage AI for web exploration without constraints. Best of all, it’s completely free, allowing users to freely explore its robust capabilities. With Surf.new, the future of web interaction is at your fingertips.

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Task automation

Ai web browsing

Webpage interaction

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Hercules

World's first open source end to end testing agent Show more

Hercules is an innovative open-source testing agent designed to simplify the complexities of modern web application testing. It transforms easy-to-write Gherkin steps into comprehensive, automated end-to-end tests, eliminating the need for coding skills. Whether navigating complex platforms like Salesforce or integrating tests into your CI/CD pipeline, Hercules seamlessly adapts to your testing needs. This powerful tool not only tackles the most challenging testing tasks but also ensures testing processes are simple, reliable, and efficient. By automating intricate testing procedures, Hercules empowers teams to focus on delivering superior software quality. Experience streamlined testing like never before with Hercules, and keep pace with the ever-evolving demands of web application development.

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Automated end-to-end

Gherkin step integration

Ci/cd pipeline compatibility

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DeepSeek R1

An open-source reasoning in LLM from DeepSeek! Show more

DeepSeek R1 is an innovative open-source AI reasoning model meticulously crafted by DeepSeek AI to deliver advanced reasoning capabilities on par with leading proprietary models. Designed to empower developers, it offers a robust set of tools and resources that facilitate seamless integration of AI into various applications. Emphasizing transparency and accessibility, DeepSeek R1 ensures that cutting-edge AI technology is available to a wider audience, fostering innovation and collaboration within the developer community. The platform provides comprehensive documentation and support to streamline the deployment process for developers of all skill levels. With its commitment to open-source principles, DeepSeek R1 stands as a catalyst for the development of transformative AI-driven solutions across diverse industries.

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Integration tools

Open-source model

Advanced reasoning capabilities

Transparency emphasis

Accessibility focus

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Mistral Small 3

Efficient, open-source AI model rivaling larger competitors with lower resource requirements. Show more

Mistral Small 3 is a cutting-edge language model crafted to deliver high-performance results comparable to large-scale models like Llama 3.3 70B, while being significantly more efficient. With its 24 billion parameters, Mistral Small 3 is optimized for speed and can operate over three times faster on identical hardware setups. Perfectly suited for local deployment, it excels in tasks that demand strong language processing and precise instruction comprehension, all with impressively low latency. Its versatility is further highlighted by the ability to be quantized, enabling it to run efficiently on a single RTX 4090 graphics card or a MacBook with 32GB RAM. Released under the Apache 2.0 license, Mistral Small 3 offers accessibility and adaptability for developers looking to harness its potent capabilities in various applications.

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Open-source model

Efficient language processing

Low latency performance

Local deployment capability

Quantization support

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Codename Goose

a local, extensible, open source AI agent that automates engineering tasks Show more

Codename Goose is a revolutionary AI agent designed to streamline and automate complex development tasks directly on your machine. Unlike traditional code suggestion tools, Goose can autonomously manage entire projects, from initial concept to completion, including writing, executing, and debugging code. It also possesses the capability to orchestrate sophisticated workflows and interact seamlessly with external APIs. Whether you're in the ideation phase, refining code, or handling complex engineering pipelines, Goose intelligently adapts to your workflow, delivering tasks with exceptional precision. Built for unparalleled flexibility, it collaborates with any Language Model and easily integrates with MCP-enabled APIs, making it a powerful ally for developers eager to accelerate progress and concentrate on innovation. With Goose, the mundane tasks are taken care of, freeing you to focus on what truly matters: creating groundbreaking software solutions.

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Automates engineering tasks

Builds entire projects

Debugs code

Orchestrates workflows

Interacts with apis

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PrivateGPT

An open-source AI project that allows users to interact with their documents using LLM Show more

PrivateGPT is an innovative AI application designed for users who prioritize privacy and security when querying their personal documents. Uniquely leveraging Local Language Models (LLMs), this app allows users to interact with their files without the need to transmit any data to external servers, thus ensuring complete data confidentiality. This local execution not only secures information but also enables quick and efficient processing. It supports a wide range of document formats, making it versatile for diverse user needs. By utilizing advanced natural language processing techniques, PrivateGPT provides precise and insightful responses to user inquiries. This makes it a powerful tool for individuals and businesses looking to harness AI capabilities while maintaining stringent data privacy standards.

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Local document interaction

Data privacy ensured

Multiple document support

Advanced nlp techniques

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