Ai-agent Python framework apps 2025

DSPy

Automated prompt optimization framework for building AI Agents Show more

DSPy is a versatile open-source Python framework designed for developers aiming to build language model applications with ease and efficiency. By embracing modular and declarative programming, DSPy streamlines the development process, allowing developers to focus on high-level logic instead of the intricate details of prompt crafting. The framework automates both prompt engineering and model selection, reducing the manual workload and enhancing productivity. DSPy also optimizes prompts and models based on specified metrics, ensuring that AI systems are not only reliable but also scalable and efficient. This makes DSPy an ideal choice for developers seeking to create sophisticated language models with minimal hassle and maximum performance.

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Automated prompt optimization

Modular programming

Declarative programming

Model selection automation

High-level logic focus

Prompt and model optimization

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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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PydanticAI

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Python Agent Framework for building production-grade Generative AI applications Show more

PydanticAI is an innovative Python framework tailored for developers aiming to create production-ready applications harnessing the capabilities of Generative AI. With its model-agnostic support, it allows seamless integration with a wide variety of AI models, providing flexibility and scalability. By leveraging Pydantic's robust data validation features, PydanticAI ensures type-safety and structured response validation, which enhances the reliability of AI-driven solutions. A standout feature is its novel dependency injection system that simplifies complex workflows, making development more efficient. This framework is designed to streamline the process of building robust and effective AI-powered applications, reducing the time and effort typically required. Ideal for both novice and experienced developers, PydanticAI makes it easy to harness the potential of AI in your projects.

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Response validation

Model-agnostic support

Type-safety

Dependency injection

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ControlFlow

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A Python framework for orchestrating AI-powered workflows with task-centric design. Show more

ControlFlow is a cutting-edge, open-source Python framework designed to facilitate the creation of AI-enhanced workflows through the integration of large language models (LLMs). Leveraging the robust capabilities of Prefect’s workflow orchestration platform, ControlFlow enables users to meticulously define and streamline complex tasks. By allowing the assignment of specialized AI agents to specific tasks, the app enhances precision and reduces the likelihood of errors in AI-driven processes. Users gain comprehensive control over the execution flow within broader contexts, significantly optimizing task management in AI applications. This user-centric approach not only simplifies the orchestration of advanced workflows but also maximizes the efficiency of AI agents across diverse applications. Ideal for developers and organizations aiming to harness AI’s potential in structured and coherent task-based environments, ControlFlow represents a significant step forward in AI workflow management.

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Llm integration

Ai workflow orchestration

Task-centric design

Task-based processes

Specialized ai agents

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Agno

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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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Crab

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

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PydanticAI

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Python Agent Framework for building production-grade Generative AI applications Show more

PydanticAI is an innovative Python framework tailored for developers aiming to create production-ready applications harnessing the capabilities of Generative AI. With its model-agnostic support, it allows seamless integration with a wide variety of AI models, providing flexibility and scalability. By leveraging Pydantic's robust data validation features, PydanticAI ensures type-safety and structured response validation, which enhances the reliability of AI-driven solutions. A standout feature is its novel dependency injection system that simplifies complex workflows, making development more efficient. This framework is designed to streamline the process of building robust and effective AI-powered applications, reducing the time and effort typically required. Ideal for both novice and experienced developers, PydanticAI makes it easy to harness the potential of AI in your projects.

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Response validation

Model-agnostic support

Type-safety

Dependency injection

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ControlFlow

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A Python framework for orchestrating AI-powered workflows with task-centric design. Show more

ControlFlow is a cutting-edge, open-source Python framework designed to facilitate the creation of AI-enhanced workflows through the integration of large language models (LLMs). Leveraging the robust capabilities of Prefect’s workflow orchestration platform, ControlFlow enables users to meticulously define and streamline complex tasks. By allowing the assignment of specialized AI agents to specific tasks, the app enhances precision and reduces the likelihood of errors in AI-driven processes. Users gain comprehensive control over the execution flow within broader contexts, significantly optimizing task management in AI applications. This user-centric approach not only simplifies the orchestration of advanced workflows but also maximizes the efficiency of AI agents across diverse applications. Ideal for developers and organizations aiming to harness AI’s potential in structured and coherent task-based environments, ControlFlow represents a significant step forward in AI workflow management.

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Llm integration

Ai workflow orchestration

Task-centric design

Task-based processes

Specialized ai agents

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AgentForge

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

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Pydantic

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A popular data validation and settings management library for Python Show more

Pydantic is a popular Python library that excels in data validation and settings management, making it an essential tool for developers looking to ensure data integrity in their applications. Utilizing Python type annotations, it offers a fast and flexible means of defining and validating data models, helping developers catch errors early in the development process. Pydantic's developer-friendly design provides intuitive error messages, which streamline debugging and make the library accessible even to those new to Python. Its seamless integration with IDEs enhances code completion and type checking, further supporting efficient and error-free coding. Ideal for configuration management and maintaining data integrity, Pydantic simplifies complex data handling while maintaining high performance across various Python projects.

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Data validation

Settings management

Type annotations

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ScrapeGraphAI

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An open-source Python library for AI-powered web scraping using LLMs Show more

ScrapeGraphAI is an innovative Python library designed to streamline the process of data extraction from various sources, such as websites and local documents like XML, HTML, and JSON. By combining the power of large language models (LLMs) with graph logic, this tool automates the creation of efficient scraping pipelines, making it accessible even to those with minimal programming experience. Users simply specify the data they seek in natural language, and the AI intricately manages the complex task of data extraction. Supporting a range of LLMs, including renowned models like GPT, Gemini, Groq, and Azure, as well as local models via Ollama, ScrapeGraphAI offers flexibility and adaptability to fit diverse project needs. This library not only reduces the time and effort required for web scraping but also enhances accuracy and consistency across data collection endeavors. Whether used by developers, researchers, or data enthusiasts, ScrapeGraphAI represents a significant advancement in the automation of data retrieval processes.

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Automated pipelines

Llm integration

Natural language inputs

Multi-source support

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Cliprun

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Instantly run Python code online with just a right-click. Show more

Cliprun revolutionizes Python automation by transforming your browser into a dynamic development environment. With Cliprun, you can effortlessly execute Python code directly from the web, eliminating the need for complex setup or package management. Simply right-click any snippet found online, whether from ChatGPT, GitHub, or other sources, and run it instantly. The app empowers you to automate repetitive tasks, schedule scripts, and perform data analysis using popular libraries like pandas and matplotlib. It streamlines tasks like data scraping and workflow automation, making experimentation and problem-solving seamless. By removing traditional development barriers, Cliprun allows you to concentrate on innovative solutions and efficient code execution.

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Web interaction

Instant code execution

Scheduled scripts

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Jules

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AI code agent automating Python and JavaScript tasks within GitHub workflows Show more

Jules is an innovative AI coding assistant crafted by Google DeepMind, powered by the advanced Gemini 2.0 AI model. Tailored for developers, Jules streamlines the coding process by automating routine tasks like bug fixes, file modifications, and preparing pull requests, specifically catering to Python and JavaScript projects linked with GitHub. By taking over these time-consuming responsibilities, Jules allows developers to concentrate on more critical and creative aspects of their projects, thereby significantly boosting productivity. The app's integration with GitHub ensures seamless workflow management, making it an invaluable tool for developers seeking to optimize their coding efficiency. Through intelligent automation, Jules not only saves time but also enhances the quality and accuracy of coding tasks. This experimental tool represents a step forward in AI-driven development, offering substantial support to developers aiming to accelerate their project timelines.

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Ai coding assistant

Automates bug fixes

Modifies files

Prepares pull requests

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Outlines

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Python library for structured LLM text generation Show more

Outlines is an advanced Python library designed to empower developers by simplifying the integration and usage of large language models (LLMs) within their applications. With a strong emphasis on structured generation, Outlines ensures that the outputs of these sophisticated models adhere to specific formats, such as JSON or regular expressions, making it highly reliable for tasks that demand precision and consistency. The library offers a seamless and robust interface, streamlining the process of incorporating LLM capabilities into diverse projects while providing clear-cut methods for format compliance. By focusing on a developer-friendly approach, Outlines facilitates easier adoption and manipulation of complex language models, enabling creators to harness the full potential of AI with minimal hassle. Whether for generating structured content or ensuring data integrity, this library stands out as a crucial tool for modern software development.

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Structured text generation

Format-specific outputs

Regex and json support

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Mirascope

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An OSS Python toolkit for building AI agents and apps with abstractions that aren't obstructions. Show more

Mirascope is an innovative open-source Python toolkit tailored for developers looking to seamlessly integrate Large Language Models (LLMs) into their applications. It provides intuitive abstractions that give developers the necessary control to harness the power of LLMs effectively. With Mirascope, you can build robust applications using LLMs as standalone offerings or blend its components with other frameworks to optimize your development process. The toolkit’s flexibility and modularity enable you to leverage existing workflows while introducing the advanced language processing capabilities of LLMs. Whether you are developing new applications from scratch or enhancing existing ones, Mirascope empowers developers to efficiently incorporate sophisticated language technologies. Its open-source nature encourages collaboration and innovation, ensuring that you stay ahead in the evolving field of artificial intelligence.

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Llm integration

Ai agent building

Framework flexibility

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Bee Agent Framework

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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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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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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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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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Ai-agent Python framework apps

Related Categories

Price

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Showing 1 to 20 of 4 Apps

DSPy

ShortGPT

PydanticAI

ControlFlow

Agno

Crab

PydanticAI

ControlFlow

AgentForge

Pydantic

ScrapeGraphAI

Cliprun

Jules

Outlines

Mirascope

Bee Agent Framework

ShortGPT

GenSphere

MADS

MemGPT