Ai-agent Llm framework apps 2025

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Rig

Build powerful, modular LLM applications in Rust with unified interfaces and high performance. Show more

Rig is a versatile and open-source Rust framework designed to streamline the development of applications powered by large language models (LLMs). With Rig, developers can enjoy a consistent API experience across a variety of LLM providers, simplifying integration and boosting productivity. It offers advanced AI workflow abstractions that facilitate the creation of sophisticated systems, ensuring that even complex AI applications are manageable. Rig emphasizes type-safe interactions, providing developers with the confidence to build robust and reliable applications. The framework empowers developers to create a wide range of projects, from basic chatbots to intricate Retrieval-Augmented Generation (RAG) systems and multi-agent setups. Rig's design prioritizes ease of use and efficiency, making it an ideal choice for developers aiming to leverage the full potential of AI in their software solutions.

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Modular llm applications

Consistent api interface

Type-safe interactions

Advanced ai workflows

Supports multiple llms

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MemGPT

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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Mini LLM Flow

Minimalist LLM Framework in 100 Lines. Enable LLMs to Program Themselves. Show more

Mini LLM Flow is a streamlined framework designed specifically for leveraging large language models (LLMs) in a more efficient and focused manner. By distilling the framework down to just 100 lines of code, it removes unnecessary complexities and highlights essential high-level programming paradigms. This minimalist approach centers around a nested directed graph, which facilitates task decomposition and LLM-driven processes such as branching and recursion for decision-making. The framework supports agent-based architectures, making it ideal for applications requiring dynamic task management and resource allocation. Additionally, it seamlessly incorporates Retrieval-Augmented Generation (RAG), enhancing the flexibility and functionality of LLM implementations. With Mini LLM Flow, users can easily add more complex features, providing a solid foundation for scalable and adaptable AI solutions.

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Minimalist framework

Task decomposition

Agent-like decision-making

Nested directed graph

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GenSphere

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

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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Crab

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

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LlamaIndex

LlamaIndex is the leading data framework for building LLM agents

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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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AutoAgent

Fully-Automated and Zero-Code LLM Agent Framework Show more

AutoAgent is an innovative open-source framework designed to simplify and accelerate the creation and deployment of customized AI intelligences using intuitive natural language descriptions. This powerful tool supports a broad range of large language models, enabling users to harness advanced AI capabilities effectively. Its high-performance multi-intelligence collaboration system allows various AI agents to work seamlessly together, enhancing overall functionality and efficiency. AutoAgent delivers impressive results in GAIA benchmarks, showcasing its robustness and reliability in diverse applications. Acting as an automated operating system for LLM agents and general AI assistants, it bridges the gap between complex AI technology and user-friendly accessibility. With its design tailored for both technical and non-technical users, AutoAgent empowers everyone to explore and implement AI solutions with ease.

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Ai customization

Performance benchmarks

Natural language interface

No-code framework

Multi-intelligence collaboration

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AG2

Framework for orchestrating, optimizing, and automating LLM workflows with multi-agent systems.

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AgentForge

A Python framework for creating, testing, and deploying LLM-powered agents.

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Langroid

Multi-agent programming framework for LLM applications.

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Bee Agent Framework

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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TapAsko

Accelerate sales with LLM-powered Store Assistant Show more

TapAsko is an innovative LLM-powered store assistant designed to enhance customer shopping experiences by leveraging the store's existing database. It effectively interprets user intents to deliver precise and relevant product suggestions, thereby streamlining the buyer's journey and accelerating conversion rates. TapAsko stands out with its "Pay As You Go" pricing model, ensuring cost-effectiveness by charging only for message generation. The app fosters AI-driven interactions, turning potential browsers into confirmed buyers through intelligent engagement. Its expandable knowledge feature allows for the easy integration of new data, enriching the assistant's ability to answer a wider range of customer inquiries. The Chat Control Center offers valuable insights by enabling sellers to analyze customer conversations and refine interactions. Additionally, with support for 50 languages, TapAsko ensures seamless communication with a diverse, global customer base.

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Multi-language support

Conversation analytics

Llm-powered assistant

User intent interpretation

Relevant product suggestions

Increased seller-buyer interaction

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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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Charts Not Chapters

Convert text and data into engaging infographics in seconds using the newest LLM model. Show more

Charts Not Chapters is a cutting-edge AI-powered application designed to transform your text, spreadsheet, or CSV data into compelling infographics within seconds. Utilizing the latest in language learning models, the app intelligently selects the optimal format for your data, ensuring each infographic is both visually appealing and informative. Unlike traditional template-based tools, Charts Not Chapters generates infographics from scratch, offering unparalleled customization. Users can personalize every aspect of their creation, from colors and fonts to the overall format, all through an intuitive chat interface with the AI. This ensures a unique and tailored visualization experience, making your data not only accessible but also engaging. Whether for business presentations, educational materials, or creative projects, Charts Not Chapters streamlines the design process, enabling users to convey information in a dynamic and impactful manner.

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Customizable design options

Ai-generated infographics

Instant data visualization

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Confident AI

The DeepEval LLM Evaluation Platform Show more

Confident AI is an essential tool for companies looking to optimize and secure their language model applications. With its robust benchmarking capabilities, businesses can assess their LLM performance against industry standards and competitors. The app offers advanced safeguarding measures, ensuring that AI deployments are protected from vulnerabilities and biases. Its proprietary DeepEval technology provides precise metrics and adaptive guardrails to enhance the reliability and effectiveness of AI solutions. Suitable for organizations of all sizes, Confident AI simplifies the process of maintaining high-quality standards in AI applications. By leveraging Confident AI, businesses can confidently navigate the complexities of AI deployment, ensuring maximum efficiency and trustworthiness.

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Benchmark llms

Safeguard applications

Improve metrics

Best-in-class guardrails

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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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cognee

Reliable LLM Memory for AI Applications and AI Agents Show more

Cognee is a cutting-edge application designed to revolutionize data management by implementing scalable and modular ECL (Extract, Cognify, Load) pipelines. It enables seamless interconnection and retrieval of past conversations, documents, and audio transcriptions, making information more accessible and organized. Cognee focuses on reducing hallucinations, thus ensuring data integrity and reliability. By minimizing developer effort, it streamlines the data integration process, saving valuable time and resources. The app is cost-effective, offering businesses an efficient solution for managing vast amounts of data while maintaining high accuracy. With its user-friendly interface and robust features, Cognee is a powerful tool for organizations looking to optimize their data operations.

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Modular ecl pipelines

Retrieve past conversations

Integrate audio transcriptions

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Firecrawl

An AI-powered platform for converting websites into LLM-ready markdown or structured data. Show more

Firecrawl is a cutting-edge API service that revolutionizes web scraping and data extraction. It streamlines the process of converting entire websites into LLM-ready markdown or structured data with just one API call, providing a hassle-free experience for users. The app supports authenticated web scraping, enabling access to data behind authentication walls, and enhances the data with enriched metadata. With local SDK support, Firecrawl integrates seamlessly with platforms like Dify and Flowise. This makes it an ideal tool for developers and data scientists seeking to leverage web data for AI applications, facilitating efficient preparation for large language models (LLMs). Firecrawl empowers users by simplifying complex data extraction processes, saving time and resources.

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Platform integration

Ai-powered conversion

Website to markdown

Structured data extraction

Authenticated scraping

Enriched metadata creation

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