Tags: #python

Distributed AI/ML Computing Framework
python
42.1k

ray-project/ray

A unified framework for scaling AI and Python applications from a laptop to a cluster, providing a distributed runtime and AI libraries.

LLM Application Development Framework
python
133.2k

langchain-ai/langchain

LangChain is an agent engineering platform and framework for building LLM-powered applications by chaining interoperable components and integrating diverse data sources.

Web Scraping Framework
Python
36.5k

D4Vinci/Scrapling

An adaptive Python web scraping framework designed to handle everything from single requests to full-scale crawls, featuring anti-bot bypass and self-healing parsers.

AI Agent Orchestration Framework
python
48.6k

crewAIInc/crewAI

A framework for orchestrating role-playing, autonomous AI agents to collaboratively tackle complex tasks.

LLM Orchestration Framework
python
24.8k

deepset-ai/haystack

An open-source AI orchestration framework for building production-ready LLM applications with modular pipelines and agent workflows.

Conversational AI Development Framework
python
11.9k

Chainlit/chainlit

A Python framework for rapidly building and deploying production-ready conversational AI applications.

AI Agent Orchestration Framework
python
20.7k

openai/openai-agents-python

A lightweight, powerful Python framework for building and orchestrating multi-agent LLM workflows, supporting various LLMs and offering features like tools, guardrails, and tracing.

AI Agent Memory Management Framework
Python
2.7k

agentscope-ai/ReMe

ReMe is a memory management framework for AI agents, addressing limited context windows and stateless sessions by providing persistent, automatically refined memory.

LLM Agent Development Framework
2.2k

datapizza-labs/datapizza-ai

A Python framework for building reliable, observable, and production-ready Generative AI solutions and agents with minimal overhead.

Conversational AI Agent
python
4.6k

Mai-with-u/MaiBot

MaiBot is an LLM-based intelligent agent designed to be a human-like digital companion, prioritizing warmth, authenticity, and genuine connection over perfection or efficiency.

AI Agent Development SDK
Node.js
27.8k

ComposioHQ/composio

Composio provides SDKs for Python and TypeScript to empower developers to build AI agents by offering access to 1000+ toolkits, tool search, context management, and authentication.

Financial Data Integration Platform
Python
65.8k

OpenBB-finance/OpenBB

An open-source financial data platform that integrates diverse data sources and exposes them to analysts, quants, and AI agents.

AI-powered Browser Automation Framework
python
87.9k

browser-use/browser-use

A Python framework and cloud service designed to empower AI agents to interact with and automate tasks on websites.

AI/ML Model Serving Framework
Python
8.6k

bentoml/BentoML

A Python library for building and deploying high-performance AI model inference APIs and multi-model serving systems with ease.

Reinforcement Learning Framework
python
9.2k

OpenPipe/ART

An open-source framework for training multi-step LLM agents using reinforcement learning (GRPO) to learn from experience, offering a serverless RL training service.

AI Agent Development Framework
python
19.0k

google/adk-python

An open-source, code-first Python framework for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

AI Agent Framework
Python
56.4k

microsoft/autogen

A programming framework for creating multi-agent AI applications that can act autonomously or work alongside humans.

MLOps Framework
python
10.0k

Netflix/metaflow

A human-centric Python framework for building, managing, and deploying real-life AI/ML systems from rapid prototyping to reliable production.

Natural Language Processing Library
python
33.4k

explosion/spaCy

An industrial-strength Python library for advanced Natural Language Processing, designed for building real-world applications.

AI Pipeline Framework
python
2.1k

google-gemini/genai-processors

A lightweight Python library for building modular, asynchronous, and composable AI pipelines, enabling efficient, parallel, and multimodal content processing for Generative AI applications.

AI Agent Development Framework and CLI Tool
python
3.7k

evalstate/fast-agent

A flexible CLI-first framework for building, evaluating, and interacting with sophisticated AI agents and workflows, offering comprehensive LLM support and advanced debugging features.

AI Development Framework
python
3.1k

GiovanniPasq/agentic-rag-for-dummies

A modular framework for building advanced Agentic RAG systems using LangGraph, featuring intelligent query processing, conversation memory, and human-in-the-loop clarification.

Application Performance Management Tool
java
13.8k

pinpoint-apm/pinpoint

Pinpoint is an open-source APM tool designed for large-scale distributed systems, offering real-time monitoring and code-level visibility to identify performance bottlenecks.

AI Agent Framework
7.8k

Upsonic/Upsonic

A production-ready Python framework for building autonomous AI agents with integrated safety, memory, and multi-agent coordination.

Integration Library
python
3.5k

langchain-ai/langchain-mcp-adapters

A lightweight Python library that makes Anthropic Model Context Protocol (MCP) tools compatible with LangChain and LangGraph.

Online Course
python
27.8k

huggingface/agents-course

A comprehensive online course from Hugging Face designed to teach the fundamentals and advanced concepts of building AI agents using LLMs and popular frameworks.

AI Agent Observability Platform
python
5.5k

AgentOps-AI/agentops

A Python SDK and platform for comprehensive observability, monitoring, and cost management of AI agents and LLM applications.

LLM Application Development Tutorial
Python
12.6k

datawhalechina/llm-universe

A beginner-friendly tutorial for LLM application development, focusing on building a personal knowledge base assistant using cloud services.

AI Memory Engine
Python
3.9k

CaviraOSS/OpenMemory

OpenMemory is a self-hosted, local-first cognitive memory engine providing real long-term memory for LLM applications and AI agents, distinct from RAG or vector databases.

Workflow Orchestration Platform
python
45.0k

apache/airflow

A robust open-source platform for programmatically authoring, scheduling, and monitoring data workflows.

Data Pipeline Framework
python
10.8k

kedro-org/kedro

A Python framework for building reproducible, maintainable, and modular data engineering and data science pipelines using software engineering best practices.

AI Data Warehouse
python
2.7k

datachain-ai/datachain

DataChain is a Python-based AI-data warehouse for transforming, analyzing, and versioning unstructured multimodal data like video, audio, PDFs, and images.

ML/LLM Observability Framework
Python
7.4k

evidentlyai/evidently

An open-source Python library for evaluating, testing, and monitoring ML and LLM systems across experiments and production environments.

Data & AI Web Application Framework
Python
19.2k

Avaiga/taipy

A Python library empowering data scientists and ML engineers to rapidly build and deploy production-ready data and AI-driven web applications.

Machine Learning Experiment Tracker
Python
6.1k

aimhubio/aim

An open-source tool designed to log, compare, and observe machine learning training runs and AI metadata with an intuitive UI and programmatic API.

Data Orchestration Library
python
2.4k

apache/hamilton

A Python library for building modular, testable, and self-documenting data transformation DAGs with built-in lineage and metadata tracking.

Data Quality and Validation Framework
python
11.4k

great-expectations/great_expectations

A powerful open-source framework for data teams to define, validate, and document data quality expectations, ensuring data reliability.

Data Orchestration Platform
Python
15.3k

dagster-io/dagster

A cloud-native data pipeline orchestrator designed for the development, production, and observation of data assets, featuring integrated lineage, observability, and a declarative programming model.

AI Software Engineering Agent
python
3.9k

SWE-agent/mini-swe-agent

A radically simple yet highly performant AI agent for software engineering, capable of solving GitHub issues and assisting in command-line tasks.

Tutorial
python
8.9k

liaokongVFX/LangChain-Chinese-Getting-Started-Guide

A comprehensive Chinese-language guide to getting started with LangChain, enabling developers to build powerful applications powered by large language models.

AI/LLM Integration Library
Python
3.9k

shroominic/codeinterpreter-api

An open-source LangChain implementation of the ChatGPT Code Interpreter, enabling sandboxed Python code execution for LLM applications.

LLM Evaluation and Testing Framework
python
5.3k

Giskard-AI/giskard-oss

An open-source Python library for comprehensive evaluation, testing, and red teaming of LLM agents and agentic systems.

AI Agent Training and Optimization Framework
python
16.8k

microsoft/agent-lightning

A versatile framework designed to train and optimize AI agents from any existing framework with minimal code changes, leveraging advanced algorithms like Reinforcement Learning.

AI Agent Development Framework
Python
3.0k

FareedKhan-dev/all-agentic-architectures

A comprehensive repository offering practical implementations of over 17 state-of-the-art AI agent architectures using LangChain and LangGraph.

AI-powered Web Scraping Library
Python
23.2k

ScrapeGraphAI/Scrapegraph-ai

A Python library that leverages LLMs and graph logic to simplify web scraping and data extraction from various sources.

Machine Learning Toolkit
Python
21.6k

recommenders-team/recommenders

A comprehensive toolkit providing best practices and implementations for building, evaluating, and operationalizing recommendation systems.

Personal AI Assistant Platform
python
39.1k

HKUDS/nanobot

An ultra-lightweight, open-source personal AI agent platform designed for efficiency and broad compatibility across various LLM providers and communication channels.

AI-powered Integration Tool
Python
4.6k

Integuru-AI/Integuru

An AI agent that automates the creation of permissionless integrations by reverse-engineering platforms' internal APIs from browser network requests.

Serverless AI Runtime
Python
1.6k

beam-cloud/beta9

An ultrafast, open-source Pythonic runtime for deploying and scaling serverless GPU inference, sandboxes, and background jobs with zero infrastructure overhead.

Replaces:
Details
Machine Learning Library
Apple Silicon
1.2k

ARahim3/mlx-tune

Enables efficient fine-tuning of LLMs, Vision, Audio, and OCR models on Apple Silicon Macs with an Unsloth-compatible API.

Networking Stack
python
5.6k

markqvist/Reticulum

A cryptography-based networking stack enabling the creation of resilient, decentralized, and censorship-resistant networks over diverse hardware like LoRa, Packet Radio, and WiFi.

LLM Inference Optimization Library
Python
16.4k

lyogavin/airllm

AirLLM optimizes large language model inference memory, enabling 70B LLMs on a single 4GB GPU without quantization, and 405B Llama3.1 on 8GB VRAM.

LLM Output Control Library
python
13.7k

dottxt-ai/outlines

Outlines guarantees structured outputs from Large Language Models during generation, eliminating post-processing headaches and ensuring data integrity.

CLI Tool & Context Engineering Platform
Rust
7.3k

mufeedvh/code2prompt

A powerful CLI tool and ecosystem to convert entire codebases into structured, token-counted prompts for Large Language Models.

AI Application Development Suite
python
11.1k

microsoft/promptflow

A comprehensive development suite for building, testing, evaluating, deploying, and monitoring high-quality LLM-based AI applications.

LLM Orchestration Library
python
4.6k

promptslab/Promptify

A Python library for task-based NLP using LLMs, providing structured outputs, universal LLM backend support, and built-in evaluation.

CLI Tool
python
3.2k

SamurAIGPT/AI-Youtube-Shorts-Generator

Automates YouTube Shorts generation from long videos using AI for highlights, subtitles, and vertical cropping.

AI Agent Development Framework
Python
7.7k

GetStream/Vision-Agents

A framework for building intelligent, low-latency multi-modal AI agents that can process real-time video and audio using various LLMs and vision models.

Text-to-Speech Library and CLI Tool
python
10.6k

rany2/edge-tts

A Python module and CLI tool to access Microsoft Edge's online text-to-speech service without an API key, Edge browser, or Windows.

Content Creation Tool
Python
4.3k

denizsafak/abogen

Generate high-quality audiobooks and voiceovers from various text formats with synchronized captions.

CLI Tool & Desktop Application
Python
6.0k

santinic/audiblez

Generate high-quality audiobooks in .m4b format from .epub e-books using advanced text-to-speech technology, with both command-line and graphical interfaces.

High-Performance Data Engine
Python
5.4k

Eventual-Inc/Daft

A high-performance data engine for AI and multimodal workloads, processing diverse data types at scale with Python and Rust.

Multimodal AI Data Platform
python
1.5k

pixeltable/pixeltable

A declarative, transactional Python library for building multimodal AI applications with incremental data storage, transformation, indexing, and orchestration.

Python Library for Anomaly Detection
python
9.8k

yzhao062/pyod

A comprehensive Python library offering 60+ anomaly detectors for multi-modal data, featuring an agentic workflow for AI agents and benchmark-backed orchestration.

AI Chat Interface
Python
3.5k

xtekky/chatgpt-clone

A self-hostable, enhanced user interface for ChatGPT, offering a cleaner design and improved user experience.

Replaces:
Details
AI Chatbot Web Interface
Python
5.7k

ramon-victor/freegpt-webui

A free, user-friendly web interface for interacting with GPT-3.5/4 models without requiring an API key.

Replaces:
Details
AI/ML Optimization Framework
python
4.7k

Marker-Inc-Korea/AutoRAG

An open-source framework that automates the evaluation and optimization of Retrieval-Augmented Generation (RAG) pipelines using AutoML-style techniques for specific datasets.

Workflow Orchestration Framework
Python
22.2k

PrefectHQ/prefect

Prefect is a Python-based workflow orchestration framework designed to build resilient and dynamic data pipelines, automating complex data processes with features like scheduling, caching, and retries.

Workflow Engine
1.9k

sartography/SpiffWorkflow

A pure Python workflow engine that supports BPMN and DMN standards, enabling the creation and execution of complex business processes for low-code applications.

Text-to-Speech Library
python
7.3k

myshell-ai/MeloTTS

A high-quality, multi-lingual text-to-speech library supporting real-time CPU inference across various languages and accents.

AI/ML Library
python
4.6k

kyegomez/tree-of-thoughts

A plug-and-play Python library implementing the Tree of Thoughts (ToT) algorithm to significantly enhance Large Language Model reasoning capabilities by up to 70%.

AI Agent Development Framework
python
2.6k

om-ai-lab/OmAgent

A Python library simplifying the development of multimodal language agents by abstracting complex engineering and providing native multimodal support.

Bot Framework
7.5k

nonebot/nonebot2

An asynchronous, multi-platform Python framework for building powerful and flexible chatbots.

Python Library
Python
29.0k

python-telegram-bot/python-telegram-bot

A pure Python, asynchronous wrapper for the Telegram Bot API, simplifying bot development.

AI API Wrapper & CLI Tool
python
2.7k

HanaokaYuzu/Gemini-API

A reverse-engineered asynchronous Python API for the Google Gemini web app, enabling programmatic interaction with its advanced AI features.

Python Package and Dependency Manager
python
8.6k

pdm-project/pdm

PDM is a modern, next-generation Python package and dependency manager designed to streamline project setup, dependency resolution, and package building with strong adherence to the latest PEP standards.

Parallel Computing Framework
2.3k

ChunelFeng/CGraph

A cross-platform, pure C++11 and Python DAG framework designed for building and orchestrating complex parallel computation pipelines without third-party dependencies.

ComfyUI Extension
python
2.3k

pydn/ComfyUI-to-Python-Extension

A powerful tool that translates ComfyUI visual workflows into executable Python code.

AI Video Generation Tool
Python
4.7k

nateraw/stable-diffusion-videos

Create dynamic videos by smoothly transitioning between text prompts using Stable Diffusion's latent space exploration.

Desktop Application
Electron
2.2k

Comfy-Org/desktop

A packaged desktop application for Windows and macOS that bundles ComfyUI, ComfyUI-Manager, and necessary dependencies for easy local AI workflow execution.

Secure Python Runtime / AI Agent Execution Environment
6.9k

pydantic/monty

A minimal, secure, and high-performance Python interpreter written in Rust, designed for safely executing LLM-generated code within AI agents without container overhead.

Programmatic Animation Engine
Python
86.1k

3b1b/manim

A Python-based animation engine for creating precise, explanatory mathematical videos.

Cross-platform UI Framework
Python
15.9k

flet-dev/flet

Flet is a Python framework that empowers developers to build real-time web, mobile, and desktop applications from a single codebase, eliminating the need for prior frontend experience.

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