Search open source projects
35 projects found for "python"
Related category: AI & Machine Learning (22)
Prefect
Apache-2.0Python-native workflow orchestration platform for building, scheduling, and monitoring data pipelines with ordinary Python code.
- Automation
Scrapy
BSD-3-ClauseFast, high-level Python web scraping and crawling framework for extracting structured data from websites.
- Developer Tools
Wagtail
BSD-3-ClauseDjango-based, open-source content management system focused on editor experience, with a headless content API for decoupled frontends.
- CMS
Ansible
GPL-3.0Radically simple IT automation platform for configuration management, deployment and orchestration.
- DevOps
Beam
Apache-2.0Unified programming model for defining batch and stream data processing pipelines that can run portably across multiple execution engines.
- Analytics
CAMEL
Apache-2.0Open-source framework for research and building systems of multiple communicating, role-playing AI agents that collaborate autonomously.
- AI & Machine Learning
CrewAI
MITMulti-agent orchestration framework for building teams of collaborating, role-based AI agents that work together autonomously to complete complex tasks.
- AI & Machine Learning
DeepEval
Apache-2.0Open-source testing framework for evaluating LLM outputs, treating LLM application quality checks like conventional unit tests.
- AI & Machine Learning
DeepSpeed
Apache-2.0Deep learning optimization library from Microsoft for training and running very large models efficiently across multiple GPUs.
- AI & Machine Learning
Docling
MITDocument parsing library that converts PDFs, Word docs, and other formats into clean, structured data ready for LLM and RAG pipelines.
- AI & Machine Learning
Graphite
Apache-2.0Time-series metrics storage and graphing system that has been a foundational building block of monitoring stacks for over a decade.
- Monitoring
Guidance
MITProgramming paradigm and library for controlling LLM generation with interleaved prompting, control flow, and constrained output in one program.
- AI & Machine Learning
Haystack
Apache-2.0Open-source framework for building production-ready search and RAG (retrieval-augmented generation) applications with LLMs.
- AI & Machine Learning
Instructor
MITLibrary for getting reliable, structured data output from LLMs using function-calling APIs and Pydantic models for validation.
- AI & Machine Learning
JupyterLab
BSD-3-ClauseThe standard web-based interactive computing environment for notebooks, code, and data, widely used across data science and research.
- Developer Tools
KServe
Apache-2.0Kubernetes-native platform for serving machine learning models at scale, standardizing model deployment across frameworks.
- AI & Machine Learning
Kubeflow
Apache-2.0Machine learning platform for Kubernetes that bundles pipelines, model training, hyperparameter tuning, and serving into one toolkit.
- AI & Machine Learning
LangChain
MITFramework for developing applications powered by large language models, agents and retrieval-augmented generation.
- AI & Machine Learning
LlamaIndex
MITData framework for connecting large language models to your own data - documents, databases, APIs - for retrieval-augmented applications.
- AI & Machine Learning
MLflow
Apache-2.0Open-source platform for managing the machine learning lifecycle: experiment tracking, model packaging, versioning, and deployment.
- AI & Machine Learning
NeMo Guardrails
Apache-2.0Toolkit for adding programmable safety and behavioral guardrails to LLM-powered conversational applications.
- AI & Machine Learning
Outlines
Apache-2.0Library for constraining LLM output to a specific structure - JSON schema, regex, grammar - guaranteeing valid, parseable results.
- AI & Machine Learning
PostHog
MITOpen source product analytics platform with feature flags, session replay and A/B testing.
- Analytics
Pydantic AI
MITType-safe agent framework from the team behind Pydantic, bringing familiar Python typing and validation patterns to LLM application development.
- AI & Machine Learning
PyTorch
BSD-3-ClauseOpen source machine learning framework that accelerates the path from research prototyping to production deployment.
- AI & Machine Learning
Saleor
BSD-3-ClauseComposable, GraphQL-first headless commerce platform built as a high-performance API for building custom storefronts and commerce experiences.
- E-commerce
Semantic Kernel
MITMicrosoft's open-source SDK for integrating large language models into applications, with support for plugins, memory, and planning.
- AI & Machine Learning
Sentry
FSL-1.1-Apache-2.0Application monitoring platform that helps developers diagnose, fix and optimize the performance of their code.
- Monitoring
SGLang
Apache-2.0Fast serving framework for large language models and vision-language models, with a structured generation language for complex LLM programs.
- AI & Machine Learning
Spark
Apache-2.0Unified analytics engine for large-scale batch and stream data processing, one of the most widely adopted big data frameworks.
- Analytics
StackStorm
Apache-2.0Event-driven automation platform that triggers actions and workflows automatically in response to events across your infrastructure.
- Automation
TensorFlow
Apache-2.0End-to-end open source platform for machine learning, from research to production.
- AI & Machine Learning
Unsloth
Apache-2.0Library for fine-tuning large language models significantly faster and with less memory than standard training approaches.
- AI & Machine Learning
vLLM
Apache-2.0High-throughput, memory-efficient inference and serving engine for large language models, built for running LLMs in production at scale rather than on a single local machine.
- AI & Machine Learning
Casbin
Apache-2.0Open-source access-control library implementing ACL, RBAC, and ABAC authorization models, with production-ready ports for Go, Java, Python, Node.js, and more.
- Authentication & Security