Ai-agent Python toolkit apps 2025

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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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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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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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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

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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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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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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AgentForge

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

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Appify ‑ Accessibility Toolkit

$4.99-$9.99 / Month

7.2

20 Reviews

Accessibility Toolkit: Make Your Store Accessible Show more

Appify ‑ Accessibility Toolkit is an innovative solution designed to transform your website into an inclusive space, catering to the diverse needs of disabled visitors. By incorporating features such as Text To Speech, color inversion, and customizable font sizes, Appify ensures an accessible digital experience that can convert challenged visitors into potential customers. Additional functionalities like Gray Scale Mode, link highlighting, and various cursor sizes enhance the browsing experience for all users. The toolkit also supports reading focus, sound muting, and the ability to pause animations, making it easier for visitors with different needs to engage with your content. Highly responsive and customizable, Appify is compatible with most Shopify themes, allowing seamless integration and enhancing your market share within the disabled community. Embrace social and digital responsibility with Appify and make your website a welcoming destination for everyone.

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Custom css

Text to speech

Invert colors

Font size adjust

Gray scale mode

Highlight links

Install App

Buzzin Spots

$35-$99 / Month

8.2

5 Reviews

AI powered Social Commerce Toolkit for Fashion Brands Show more

Buzzin Spots is a cutting-edge social commerce AI toolkit designed specifically for fashion brands aiming to boost their Instagram conversions. By seamlessly integrating shoppable, searchable, and social elements, it transforms moments of social discovery into streamlined checkout experiences. The app optimizes the entire workflow from content creation to targeted campaigns and engaging customer conversations. Utilize the Buzz AI Assistant to turn your Instagram DMs into dynamic storefronts, allowing easy browsing and purchasing. With features like Chatalog and Dress Code, identify precise audience segments using chat signals and natural language prompts, and discover fashion influencers showcasing styles that resonate with your brand. Buzzin Spots ensures that your Instagram Reels are not only visually appealing but also powerfully interactive with automagic product tagging to enhance searchability and engagement.

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Targeted ads

Ai chat assistant

Shoppable reels

Frictionless checkouts

Auto-tagging products

Trend spotting

Install App

COD Toolkit by Breeze

9.1

14 Reviews

"Enhance COD control with customizable rules for merchants." Show more

COD Toolkit by Breeze is a powerful app designed to give merchants enhanced control over Cash on Delivery (COD) transactions. This innovative tool allows store owners to implement specific rules to block COD payments based on criteria such as order amounts and geographic regions, helping to mitigate payment risks. By enabling merchants to customize the COD payment option name, the app ensures seamless brand integration and a consistent customer experience. With its flexible settings, COD Toolkit is ideal for businesses looking to optimize their COD offerings and tailor payment options to meet their unique operational needs. Whether it's managing risk or enhancing the customer journey, this app offers the tools necessary to streamline COD processes effectively.

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Block cod payments

Customize payment name

Set flexible conditions

Install App

Scrapeless

AI-powered enterprise web scraping toolkit Show more

Scrapeless is a cutting-edge, AI-driven web scraping toolkit crafted specifically for enterprises seeking streamlined access to public web data. Leveraging years of expertise in the web scraping domain, Scrapeless integrates sophisticated AI technologies to tackle common data collection challenges faced by enterprises, including optimal proxy selection, headless browser optimization, and sophisticated captcha bypassing. Designed to enhance efficiency and adaptability, our solutions ensure seamless data extraction even in rapidly changing web environments. We pride ourselves on offering customized automated data collection services, perfectly tailored to meet the unique requirements of each enterprise. With Scrapeless, businesses can harness the power of AI to transform their data collection processes, allowing for more strategic decision-making and operational excellence.

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Automated data collection

Ai-driven scraping

Proxy selection

Captcha bypassing

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NeMo Guardrails

Toolkit for adding programmable guardrails to LLM-based conversational AI

Programmable guardrails

Llm-based control

Enhanced chatbot safety

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Wordware

AI toolkit that helps cross-functional teams build reliable high quality agents Show more

Wordware is a cutting-edge AI toolkit designed to streamline the development of high-quality AI agents through rapid iteration. This platform empowers teams by providing a seamless blend of user-friendly design and sophisticated technical capabilities, making it accessible to both technical and non-technical members. With a Notion-like interface, Wordware encourages collaboration, enabling diverse teams to work together effectively on AI projects. The app supports multiple large language model (LLM) providers, ensuring versatility and adaptability in AI application development. Additionally, Wordware's one-click API deployment feature simplifies the process of bringing AI solutions to life, enhancing productivity and innovation. Overall, Wordware stands out as a powerful, intuitive tool for anyone looking to create and implement reliable AI applications efficiently.

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Notion-like interface

Multiple llm support

One-click api deployment

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Weave

Lightweight toolkit for tracking and evaluating LLM applications Show more

Weave is an essential tool for developers aiming to elevate their generative AI applications from demos to full production with ease and reliability. It simplifies the often complex process of maintaining high-quality AI applications by providing a robust platform for building, iterating, and deploying. With Weave, developers can conduct rigorous apples-to-apples evaluations to objectively assess every facet of their application's performance. The app allows for in-depth examination and debugging by offering a straightforward interface for inspecting inputs and outputs. This ensures that any failures can be identified and addressed swiftly, minimizing downtime and maximizing efficiency. Ultimately, Weave empowers developers to deliver high-performing AI applications to production, equipped with the assurance of a refined and smoothly functioning product.

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Debugging tools

Rigorous evaluations

Production-ready delivery

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Marvin

AI toolkit for building natural language interfaces

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