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Home / AI Agent Frameworks / Best AI Agent Frameworks for Python Developers

Best AI Agent Frameworks for Python Developers

Python developer? These are the top AI agent frameworks built for the Python ecosystem with native integrations, pip install, and Pythonic APIs.

#1

Azure AI Agent Service
Python
Proprietary
Intermediate

Microsoft's managed platform for building enterprise AI agents

Ease of Use3/5
Scalability5/5
Documentation5/5
Community5/5
Performance5/5
Full Detailsvs Dify

#2

Dify
Python
Apache-2.0
Intermediate

Production-ready platform for LLMOps and agent development

Ease of Use4/5
Scalability5/5
Documentation5/5
Community5/5
Performance4/5
Full Detailsvs LangChain

#3

LangChain
Python
MIT
Intermediate

Framework for building context-aware LLM applications

Ease of Use4/5
Scalability5/5
Documentation5/5
Community5/5
Performance4/5
Full Detailsvs Langflow

#4

Langflow
Python
MIT
Beginner

Low-code platform for building AI agents and RAG workflows

Ease of Use5/5
Scalability4/5
Documentation4/5
Community5/5
Performance4/5
Full Detailsvs LlamaIndex Agents

#5

LlamaIndex Agents
Python
MIT
Intermediate

Data framework for LLM applications with agent support

Ease of Use4/5
Scalability4/5
Documentation5/5
Community5/5
Performance4/5
Full Detailsvs OpenAI AgentKit

#6

OpenAI AgentKit
Agent Framework|Enterprise Integration
Agent primitives|Handoffs|Guardrails|Tracing
MIT

Production framework for building enterprise AI agents

Ease of Use3/5
Scalability4/5
Documentation5/5
Community5/5
Performance5/5
Full Detailsvs AWS Bedrock Agents

#7

AWS Bedrock Agents
Python
Proprietary
Intermediate

Fully managed service for building and deploying AI agents

Ease of Use3/5
Scalability5/5
Documentation4/5
Community4/5
Performance5/5
Full Detailsvs CrewAI

#8

CrewAI
Python
MIT
Intermediate

Framework for orchestrating role-playing autonomous AI agents

Ease of Use4/5
Scalability4/5
Documentation4/5
Community5/5
Performance4/5
Full Detailsvs Google Vertex AI Agent Builder

#9

Google Vertex AI Agent Builder
Python
Proprietary
Intermediate

Low-code platform for building conversational AI agents

Ease of Use3/5
Scalability5/5
Documentation4/5
Community4/5
Performance5/5
Full Detailsvs Haystack

#10

Haystack
Python
Apache-2.0
Intermediate

LLM orchestration framework for building NLP applications

Ease of Use4/5
Scalability4/5
Documentation5/5
Community4/5
Performance4/5
Full Details
Compare all 40+ frameworks

Interactive comparison table with filters, scores, and head-to-head matchups.

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