Ai-agent Python library apps 2025

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Outlines

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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ScrapeGraphAI

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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uAgents

A lightweight library designed to facilitate the development of microservices and universal Agents. Show more

uAgents is an innovative library crafted by Fetch.ai that facilitates the creation of microservices and autonomous AI agents using Python. It leverages simple and expressive decorators to empower developers to design agents capable of performing scheduled tasks and responding to a variety of events dynamically. The library is particularly proficient in establishing a multi-agent system where agents can seamlessly communicate and collaborate to solve problems, execute tasks, and conduct transactions. Tailored for decentralized networks, uAgents encourages the development of customizable agents, addressing specific tasks and real-world challenges with remarkable efficiency. By harnessing the Fetch network and Fetch.ai SDK, these autonomous systems enhance task management, problem-solving, and decision-making across numerous industries. This collaborative framework not only automates processes but also significantly optimizes operations, making it a vital tool in modern development environments.

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Task scheduling

Autonomous ai agents

Microservices development

Event-driven actions

Multi-agent communication

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Pydantic

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

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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Outlines

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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Cliprun

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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Agno

9.1

1 Reviews

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

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

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Jules

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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PydanticAI

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

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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Mirascope

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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AgentForge

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

AgentForge is an innovative low-code framework designed to streamline the creation and deployment of AI-powered autonomous agents and Cognitive Architectures. By offering a user-friendly environment, it accelerates the process of developing, testing, and refining AI models. The platform supports a wide array of LLM models, including popular ones like OpenAI, Google's Gemini, Anthropic's Claude, as well as local models like Ollama or LMStudio. This compatibility provides users with the flexibility to select and run different models tailored to the requirements of distinct agents, enhancing efficiency and customization. Whether you're an enterprise or an individual developer, AgentForge facilitates a seamless and dynamic approach to harnessing the power of AI. With its focus on adaptability and speed, AgentForge is poised to democratize AI development and drive innovation across industries.

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Rapid development

Llm compatibility

Low-code framework

Agent testing

Model flexibility

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AI prompt library

Access the world’s largest AI Prompt Library with 30,000+ prompts for ChatGPT & MidJourney Show more

The AI Prompt Library by God of Prompt is your comprehensive solution for leveraging AI technology to maximize your business success in 2025 and beyond. Featuring over 30,000 meticulously designed prompts for platforms like ChatGPT and MidJourney, this extensive library is crafted to elevate your workflows, boost creativity, and enhance productivity. Catering to diverse needs such as marketing, sales, SEO, business strategy, and content creation, it offers step-by-step guides and resources to keep your growth constant and innovation seamless. With lifetime access and priority support, you'll be well-equipped to stay ahead in the rapidly evolving AI landscape. Regular updates ensure you’ll always have the most current tools at your disposal, making this library an indispensable asset for any forward-thinking professional.

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Unlimited updates

Extensive prompt collection

Step-by-step guides

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Optify Section Library

(3.2/5)

4 Reviews

Easily add & customize sections to upgrade any theme Show more

Optify Section Library is the ultimate tool for enhancing your online store's design without the need for complex page builders or expensive developers. It offers a wide range of easy-to-use, pre-designed sections that seamlessly integrate with any theme, providing you the flexibility to customize your store directly from the theme editor. This is perfect for merchants looking to improve their store's aesthetics and functionality while maintaining brand authenticity. With Optify, you can browse the library and effortlessly add sections to your theme, enjoying customizable options within Shopify's theme editor. Once purchased, you own the sections for life, allowing you to replace slow, inefficient apps and keep your pages running swiftly. Additionally, new, 2.0-ready sections are added weekly, ensuring you always have fresh and innovative design choices at your fingertips.

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Mobile responsive

Theme integration

Weekly updates

Add sections

Theme editor

Customize sections

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ShopKeeper Global Content

$7.99 / Month

8.2

2 Reviews

Create a custom library of content to reuse again and again Show more

ShopKeeper Global Content is an innovative app designed for seamless content management across your online store. It enables users to create a customized content library and effortlessly implement content throughout the store using simple shortcode-like tags. This feature empowers store owners to update all instances of specific content simultaneously, ensuring consistency and saving time. Enhance your store with reusable text, rich snippets, and even Liquid code, which can be inserted virtually anywhere on your site. With ShopKeeper Global Content, managing and updating information in a cohesive and efficient manner is made easy, allowing you to keep your store's content fresh and synchronized with minimal effort.

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Shortcode integration

Custom content library

Reusable content snippets

Global content updates

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4DAWN - Sections Everywhere

8.2

1 Reviews

E-Commerce UI Sections Library Show more

4DAWN ‑ Custom Sections is a versatile app designed to transform your Shopify store with ease and affordability. It provides a rich library of customizable components and sections that integrate effortlessly with all Shopify 2.0 themes, with a special focus on the Dawn theme. This enables you to enhance your store's visual appeal and uniqueness without needing to hire a web developer. With a one-time purchase, you gain lifetime access to any section, offering a cost-effective solution for long-term store customization. The app features the latest in UI design, ensuring your store remains modern and competitive. Additionally, 4DAWN supports its users with detailed guides and an AI chatbot, making it simple even for beginners to craft a distinct online storefront. Stand out from the competition and refresh your store's look with 4DAWN's innovative and user-friendly design options.

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Customizable components

Modern ui sections

Detailed usage guides

Unique store appearance

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Snap Blocks: Theme UI Library

$4.99 / Month

1 Reviews

Enhance your theme with a customizable theme blocks library Show more

Snap Blocks: Theme UI Library is designed to simplify theme customization for users frustrated with complicated page builders. This app offers a modern collection of expertly designed theme blocks, enabling effortless enhancement of your website's look and user experience. Users can seamlessly integrate industry-standard features such as accordions, sliders, and video slideshows, alongside unique offerings like shoppable videos and interactive countdown timers. The app ensures that all elements are responsive and optimized for a perfect browsing experience on any device. With Snap Blocks, no coding is required, making it accessible to users of all technical expertise levels. Integration is smooth with all Store 2.0 themes, promising an easy setup and ongoing support with regular updates to support your needs consistently.

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No code required

Effortless customization

Customizable theme blocks

Modern collection

Responsive & optimized

Ongoing updates

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Fragrance Library

$1100-$449 / Month

(1/5)

1 Reviews

More than 25.000 fragrances at your disposal Show more

Fragrance Library is your ultimate solution for streamlined product management, offering an extensive, real-time synced catalog of over 25,000 fragrances. Easily visualize these fragrances, categorized by composition, ingredients, and olfactory families, to provide a comprehensive overview for your customers. The app seamlessly integrates rich fragrance data into your eCommerce platform, allowing shoppers to experience scents through vibrant ingredient imagery. Enhance your product listings with accurate and engaging information to captivate your audience. By improving sales with detailed product images and fragrance descriptions, Fragrance Library helps your customers swiftly find their ideal perfume. Organize and collect data to visually enrich your catalog, making it an essential tool for both retailers and consumers.

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Real-time sync

Rich fragrance data

Visual ingredient imagery

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