Ai-agent Data framework apps 2025

LlamaIndex

LlamaIndex is the leading data framework for building LLM agents Show more

LlamaIndex is an innovative data framework tailored for seamless integration between custom data sources and large language models (LLMs). By streamlining the process of constructing and refining multi-agent AI systems, it empowers developers to execute complex tasks autonomously across diverse data types. The platform's robust support for both reading and writing functions ensures dynamic data ingestion and modification, elevating task execution efficiency. Users can leverage its sophisticated reasoning loop and tool abstractions, which facilitate intelligent data interactions and decision-making. With LlamaIndex, the barriers to deploying advanced AI systems are significantly reduced, making cutting-edge AI technology more accessible and adaptable to specific user needs.

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Custom data connection

Multi-agent ai

Dynamic data modification

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Bee Agent Framework

9.1

1 Reviews

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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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MADS

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A multi-agent framework that enable users to perform a data science pipeline with just two inputs Show more

MADS is an innovative application by AI Flow Solutions designed to streamline the data science process with remarkable efficiency. By requiring only a problem description and a CSV file containing data, MADS automates the entire data science pipeline, simplifying complex operations for users. The app leverages a sophisticated multi-agent system to deliver predictive insights, generate comprehensive reports, and train machine learning models with minimal user intervention. Built upon the powerful Autogen framework, MADS promises robustness and adaptability in handling diverse data science tasks. Exciting future developments include integrating reinforcement learning, which will elevate the capabilities of its agents, thus enhancing overall performance. MADS stands out as a cutting-edge tool poised to revolutionize how users interact with data science processes, making it accessible and efficient for both novices and experts.

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Multi-agent framework

Data pipeline automation

Prediction generation

Detailed data reporting

Machine learning training

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Adala

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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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LlamaIndex

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LlamaIndex is the leading data framework for building LLM agents Show more

LlamaIndex is an innovative data framework tailored for seamless integration between custom data sources and large language models (LLMs). By streamlining the process of constructing and refining multi-agent AI systems, it empowers developers to execute complex tasks autonomously across diverse data types. The platform's robust support for both reading and writing functions ensures dynamic data ingestion and modification, elevating task execution efficiency. Users can leverage its sophisticated reasoning loop and tool abstractions, which facilitate intelligent data interactions and decision-making. With LlamaIndex, the barriers to deploying advanced AI systems are significantly reduced, making cutting-edge AI technology more accessible and adaptable to specific user needs.

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Custom data connection

Multi-agent ai

Dynamic data modification

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TaskWeaver

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A code-first agent framework for planning and executing data analytics tasks. Show more

TaskWeaver is a groundbreaking open-source framework from Microsoft, crafted to revolutionize the way developers approach data analytics tasks. It offers a unique code-first approach that enables seamless planning and execution of tasks by interpreting user requests through code snippets. TaskWeaver stands out with its ability to coordinate multiple plugins efficiently, making it an invaluable tool for managing complex data structures. Unlike traditional frameworks, it meticulously preserves chat and code execution history, allowing for enhanced handling of stateful execution processes. This makes it particularly suited for developers looking to automate, streamline, and optimize their data workflows. With its robust feature set, TaskWeaver empowers developers to tackle sophisticated data challenges with precision and ease.

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Task automation

Code-first approach

Plugin coordination

Stateful execution

Chat history preservation

Complex data handling

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ShortGPT

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An AI-powered framework that automates video content creation from script to final render. Show more

ShortGPT is an innovative open-source Python framework that revolutionizes the video content creation process by automating key tasks with AI technology. Ideal for content creators, marketers, and businesses, ShortGPT simplifies script generation, footage sourcing, voiceover synthesis, caption generation, and video editing, allowing users to produce high-quality videos efficiently. Its multilingual support and seamless integration with various asset sources make it an incredibly versatile tool for crafting tailored video content for diverse audiences. By streamlining every step of video production, ShortGPT significantly reduces the time and effort typically required, empowering users to focus on creativity and strategy. As a result, it offers a scalable solution to meet the growing demand for engaging video content in today’s digital landscape.

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Caption generation

Script generation

Footage sourcing

Voiceover synthesis

Video editing

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GenSphere

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Declarative framework to build, share and combine LLM application components Show more

GenSphere is a versatile platform designed to facilitate the exchange and integration of reusable components for applications built on large language models (LLMs). With an open structure similar to that of Hugging Face and the containerization convenience of Docker, GenSphere provides both a collaborative space and a powerful SDK. Users can effortlessly share and incorporate functions, workflows, and schemas, enhancing the development process for LLM-based applications. This platform not only fosters a vibrant community of developers but also accelerates the creation and deployment of sophisticated AI solutions. GenSphere's user-friendly interface and comprehensive tools make it a preferred choice for developers aiming to maximize efficiency and innovation in the realm of language model applications.

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Reusable components

Combines llm components

Declarative framework

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MemGPT

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An LLM framework for building autonomous agents with long-term memory and customizable tools. Show more

MemGPT is a cutting-edge framework that empowers developers to create autonomous AI agents with enhanced capabilities for managing long-term memory and integrating custom tools. Drawing inspiration from operating system architectures, MemGPT extends the context windows of language models beyond their traditional limits, allowing for the development of agents that can adeptly handle lengthy conversations and complex document analysis. By supporting connections to external data sources and APIs, MemGPT offers a versatile platform for building sophisticated AI applications that not only remember past interactions but also evolve with new information. This framework is particularly valuable for applications requiring stateful interactions and dynamic responses, as it maintains an ongoing understanding of context over time. With MemGPT, developers can unlock the full potential of language models to create intelligent agents that mimic human-like memory and adaptability.

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Customizable tools

Autonomous agents

Long-term memory

Extended context windows

External api connections

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Agno

9.1

1 Reviews

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Build AI agents with Python using a powerful and flexible framework. Show more

Agno is a versatile open-source framework tailored for creating AI agents with ease and efficiency using Python. Designed to cater to developers from beginners to experts, Agno provides a robust set of tools and features that streamline the development process. It empowers users to build sophisticated agents capable of accessing an extensive range of knowledge, retaining memory, and accomplishing various tasks through diverse tool integrations. By simplifying the complex aspects of AI development, Agno opens up opportunities for innovation in the realm of artificial intelligence. Whether you're enhancing existing software or crafting new AI solutions from scratch, Agno delivers the necessary infrastructure to bring your projects to life. With its focus on accessibility and power, Agno is set to become an indispensable tool for AI developers across the spectrum.

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Memory management

Ai agent creation

Python framework

Task automation tools

Knowledge access

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AutoGen

9.1

1 Reviews

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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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Agent Zero

9.1

1 Reviews

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A dynamic, general-purpose framework for creating custom AI Agents. Show more

Agent Zero is an innovative AI framework that empowers users to create personalized AI assistants tailored to their unique needs. With a focus on flexibility and interactivity, the platform allows users to design agents that can execute commands, gather information, and collaborate seamlessly with other agents. A key feature of Agent Zero is its commitment to full customization, offering users the ability to modify the agent's behavior, tools, and interactions to fit a wide range of applications. Operating in a transparent environment, Agent Zero ensures that users have real-time control over their agents, guiding actions as needed. This adaptability makes it an ideal choice for users looking to develop bespoke solutions for personal, professional, or organizational use. Agent Zero stands out as a versatile tool in the rapidly evolving landscape of AI technology, combining simplicity with powerful customization.

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Real-time interaction

Custom ai creation

Agent cooperation

Behavior modification

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Project Alice

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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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BabyAGI

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An experimental framework for a self-building autonomous agent Show more

BabyAGI is an innovative framework designed for creating self-building autonomous agents. As an experimental tool, it focuses on developing a foundational agent capable of evolving and enhancing its own capabilities. By emphasizing simplicity in its initial structure, BabyAGI paves the way for more complex functionalities to emerge naturally as the agent learns and adapts. Earlier expansions of BabyAGI highlight the effectiveness of starting with a straightforward model that can independently construct and improve upon itself. This approach not only advances the concept of autonomous agents but also provides insights into building systems with minimal initial complexity that evolve over time. BabyAGI represents a significant step forward in the realm of artificial general intelligence, showcasing the potential of self-optimizing software frameworks.

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Autonomous agent framework

Self-building capability

Experimental ai design

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PraisonAI

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Multi AI Agents Framework to Automate Tasks Show more

PraisonAI is a cutting-edge application designed to simplify the development and management of multi-agent large language model (LLM) systems. By integrating frameworks like AutoGen and CrewAI into a user-friendly low-code platform, it empowers users to create customized, efficient agent-based solutions without extensive coding expertise. The app prioritizes simplicity, allowing users to tailor agent interactions while streamlining collaboration between humans and AI. PraisonAI introduces dedicated AI Agents capable of performing specialized tasks, such as engaging with an entire codebase to streamline coding processes or improve efficiency. With its focus on user customization and collaboration, PraisonAI is an essential tool for developers and organizations looking to leverage AI technology for complex, multi-agent systems. Whether you're interacting with your code or managing complex agent networks, PraisonAI stands out for its ease of use and powerful capabilities.

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Task automation

Multi-agent system

Low-code solution

Human-agent collaboration

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Crab

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Framework for building LLM agent benchmark environments in a Python-centric way.

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MetaGPT

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AI-driven multi-agent framework for automated software development and project management Show more

MetaGPT is an advanced AI framework designed to revolutionize the software development process through collaboration among specialized AI agents. By harnessing the power of large language models, MetaGPT enables these agents to tackle intricate tasks, ranging from project planning to code generation. The app encodes real-world expertise into standardized operating procedures (SOPs), ensuring that best practices are uniformly applied across projects. This approach not only enhances the efficiency of the development lifecycle but also has the potential to significantly reduce costs by automating various stages of software creation. MetaGPT's collaborative environment fosters innovation and precision, making it an essential tool for teams seeking to optimize their development processes.

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Code generation

Multi-agent collaboration

Ai-driven framework

Automated project management

Sop standardization

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UFO

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UI-focused multi-agent framework for Windows OS interactions. Show more

integrating AI-driven solutions into daily workflows. By interpreting natural language input, UFO allows users to execute commands across different Windows applications without manual intervention, enhancing user efficiency and accessibility. The dual-agent architecture ensures that the system can manage the intricacies of each application while maintaining overall system stability and reliability. With GPT-Vision, UFO can understand and manipulate graphical elements on the screen, thereby expanding its capabilities beyond traditional text-based commands. As an open-source project, it encourages community contributions and continuous improvement, offering a customizable and adaptable platform for developers and users alike. UFO represents a significant advancement in human-computer interaction, unlocking new possibilities for personal and professional computing environments.

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Automate repetitive tasks

Natural language commands

Multi-agent framework

Gpt-vision integration

Graphical interface analysis

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LangChain

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A framework for building and deploying applications powered by large language models (LLMs). Show more

LangChain is an innovative open-source framework tailored to streamline the development of applications leveraging large language models (LLMs). It equips developers with essential tools and abstractions to seamlessly integrate LLMs with external data sources, fostering the creation of context-aware, reasoning-driven applications. By supporting the entire application lifecycle—from development and debugging to deployment and monitoring—LangChain simplifies the process of building robust and scalable AI-powered solutions. The framework's design prioritizes ease-of-use, making it accessible for developers aiming to harness the power of LLMs without extensive expertise. With LangChain, developers can focus on crafting intelligent applications that are both responsive and capable of complex reasoning, ultimately enhancing user experience and application performance.

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Context-aware integration

Lifecycle support tools

Robust ai solutions

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SmolAgents

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Lightweight AI agent development framework for rapid creation of powerful agents Show more

SmolAgents is a compact and efficient intelligent agent library crafted by Hugging Face to streamline the development of AI agent systems. Despite its lightweight core of around 1,000 lines of code, the app offers robust feature integration, making it ideal for developers seeking simplicity and power. It supports code execution agents, enabling diverse applications and enhancing flexibility in AI solutions. SmolAgents is compatible with a wide range of mainstream large language models, broadening its usability across different AI projects. A standout feature is its secure Python interpreter and sandboxed environment, ensuring safe code execution without compromising security. This makes SmolAgents a reliable tool for developers who prioritize both functionality and safety in AI development. Whether for experimentation or production, SmolAgents provides a streamlined approach to building intelligent agents.

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Llm integration

Ai agent library

Code execution support

Simplified development

Sandboxed environment

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Ai-agent Data framework apps

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Price

Based on reviews

Showing 1 to 20 of 1 Apps

LlamaIndex

Bee Agent Framework

MADS

Adala

LlamaIndex

TaskWeaver

ShortGPT

GenSphere

MemGPT

Agno

AutoGen

Agent Zero

Project Alice

BabyAGI

PraisonAI

Crab

MetaGPT

UFO

LangChain

SmolAgents