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Python
Tools tagged with "Python"
Tools tagged with "Python" – HeadOfAgents
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Anyscale
AI compute platform powered by Ray
Compute
Scale AI workloads with Ray. Distributed training, fine-tuning, and inference for agent applications.
Mem0
Memory layer for AI agents
Frameworks
Add persistent memory to AI agents. User, session, and organizational memory for personalized experiences.
DSPy
Programming—not prompting—language models
Frameworks
Stanford framework for algorithmically optimizing LM prompts and weights. Moves beyond manual prompt engineering.
Unstructured
ETL for unstructured data
Search & Data
Extract and transform unstructured data (PDFs, images, HTML) into clean data for RAG pipelines.
Instructor
Structured outputs from LLMs
Frameworks
Library for getting structured, validated data from LLMs. Built on Pydantic for type-safe agent outputs.
Rasa
Open-source conversational AI framework
Frameworks
Production-grade framework for building text and voice assistants. On-premise deployment for data privacy.
Camel AI
Communicative agents for mind exploration
Frameworks
Multi-agent framework using role-playing for autonomous cooperation between AI agents. Research-oriented.
SuperAGI
Open-source autonomous AI agent framework
Frameworks
Developer-first framework for building, managing, and running autonomous AI agents with a marketplace of tools.
BabyAGI
AI-powered task management system
Frameworks
Lightweight autonomous agent that creates, prioritizes, and executes tasks using LLMs.
Whisper
Open-source speech recognition
Voice AI
OpenAI's open-source speech recognition model. Multilingual transcription for voice agent pipelines.
LiteLLM
Unified API for 100+ LLM providers
AI Gateways
Call any LLM provider using the OpenAI format. Proxy server for load balancing and cost tracking.
Letta
Stateful LLM agents with long-term memory
Frameworks
Framework for building agents with persistent memory. Formerly MemGPT. Unlimited context via memory management.
LlamaIndex
Data framework for LLM applications
Frameworks
Connect custom data sources to large language models. Best for RAG and knowledge-intensive agent applications.
MetaGPT
Multi-agent framework assigning different roles to GPTs
Frameworks
Assigns different roles (product manager, architect, engineer) to AI agents for collaborative software development.
Haystack
End-to-end NLP framework for building search and RAG
Frameworks
Open-source framework by deepset for building production-ready NLP and RAG pipelines.
Chroma
The AI-native open-source embedding database
Vector Databases
Simple, developer-friendly embedding database. Great for prototyping RAG agents.
Prefect
Modern workflow orchestration
Orchestration
Python-based workflow orchestration for data and ML pipelines. Great for agent pipeline scheduling.
Google ADK
Google's Agent Development Kit
Frameworks
Google's framework for building AI agents with Gemini models. Supports multi-agent orchestration.
Agno
Build lightning-fast multi-modal agents
Frameworks
High-performance framework for building multi-modal AI agents with built-in memory and tool use.
Smolagents
Hugging Face's lightweight agent framework
Frameworks
Minimalist agent library from Hugging Face for building code-executing AI agents.
AutoGen
Microsoft's framework for multi-agent conversations
Frameworks
Framework for building LLM applications via multi-agent conversation. Supports diverse conversation patterns.
Composio
Integration platform for AI agents
Frameworks
250+ tool integrations for AI agents. Connect agents to GitHub, Slack, Salesforce, and more.
LangGraph
Build stateful, multi-actor applications with LLMs
Orchestration
Graph-based orchestration for LLM applications. Cyclical computation, built-in persistence.
OpenAI Agents SDK
Build agentic AI apps with OpenAI
Frameworks
OpenAI's framework for building multi-agent workflows with handoffs, guardrails, and tracing.
CrewAI
Framework for orchestrating role-playing AI agents
Frameworks
Multi-agent framework where AI agents work together as a crew, each with defined roles and goals.
LangChain
Build context-aware, reasoning applications
Frameworks
The most popular framework for building LLM-powered applications with chains, agents, and retrieval.
PydanticAI
Agent framework from the Pydantic team
Frameworks
Type-safe AI agent framework built on Pydantic. Strong validation and structured outputs.
Modal
Run generative AI models, large-scale batch jobs, and more
Compute
Serverless cloud for AI/ML workloads. Run agent inference and batch jobs at scale.
Apache Airflow
Platform to programmatically author, schedule and monitor workflows
Orchestration
Industry-standard workflow orchestrator. Schedule and monitor AI agent data pipelines.
Phidata
Build AI assistants with memory, knowledge, and tools
Frameworks
Framework for building autonomous AI assistants with long-term memory and tool use capabilities.
Claude Agent SDK
Build production agents with Claude
Frameworks
Anthropic's official SDK for building AI agents powered by Claude models.
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