Ai-agent Python notebooks apps 2025

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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ShopifyQL Notebooks

(2.6/5)

7 Reviews

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A new way to explore, visualize and analyze shop data. Show more

ShopifyQL Notebooks is a dynamic app designed to enhance your business analytics by bringing together metrics from various domains into a single, cohesive platform. It allows you to explore, visualize, and analyze your shop data effectively, empowering you to make informed business decisions. The app leverages ShopifyQL, an intelligent query language with built-in commerce syntax, enabling you to write straightforward queries for quick data access. This tool provides the flexibility to add context to your data exploration through images or text, all within a unified interface. With a powerful query editor, you can instantly find answers and insights tailored for commerce. Additionally, the presentation mode makes it seamless to share your data stories with business stakeholders, ensuring clarity and better communication. Ultimately, ShopifyQL Notebooks is a robust solution for data-driven decision-making in the e-commerce space.

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Data visualization

Data exploration

Analyze metrics

Query language

Presentation mode

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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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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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Crab

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

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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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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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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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AgentForge

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

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Ai-agent Python notebooks apps

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Showing 1 to 13 of 1 Apps

XAgent

ShopifyQL Notebooks

Pydantic

ScrapeGraphAI

Cliprun

Agno

Crab

Jules

Outlines

PydanticAI

ControlFlow

Mirascope

AgentForge