The best agents-towards-production alternatives

GenAI_Agents

NirDiamant/GenAI_Agents

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

Choose GenAI_Agents if…

• you specifically need ai or autonomous-agents

Shares agentic-ai, agents, ai-agents, genai with agents-towards-production.

GenAI-Showcase

mongodb-developer/GenAI-Showcase

MongoDB's Generative AI Showcase: an exhaustive collection of examples and sample applications covering Retrieval-Augmented Generation (RAG), AI agents, and industry-specific use cases.

Choose GenAI-Showcase if…

• you need a detected license — this one reports MIT License
• you prefer a smaller, narrower project to a large one
• you specifically need artificial-intelligence or atlas

Shares agents, generative-ai, llms, python with agents-towards-production.

Hands-On-AI-Engineering

Sumanth077/Hands-On-AI-Engineering

A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases.

Choose Hands-On-AI-Engineering if…

• you would rather work in Python than Jupyter Notebook
• you prefer a smaller, narrower project to a large one
• you specifically need ai or ai-engineering

Shares agents, ai-agents, generative-ai, llms with agents-towards-production.

LazyLLM

LazyAGI/LazyLLM

Easiest and laziest way for building multi-agent LLMs applications.

Choose LazyLLM if…

• you would rather work in Python than Jupyter Notebook
• you need a detected license — this one reports Apache License 2.0
• you prefer a smaller, narrower project to a large one
• you specifically need ai-agent or data

Shares agents, llm, llms, rag with agents-towards-production.

AstrBot

AstrBotDevs/AstrBot

AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨

Choose AstrBot if…

• you would rather work in Python than Jupyter Notebook
• you need a detected license — this one reports GNU Affero General Public License v3.0
• you want the more widely starred option (45.8k)
• you specifically need ai or astrbot

Shares agent, llm, mcp, python with agents-towards-production.

FastGPT

labring/FastGPT

FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

Choose FastGPT if…

• you would rather work in TypeScript than Jupyter Notebook
• you specifically need claude or deepseek

Shares agent, llm, mcp, rag with agents-towards-production.

core

cheshire-cat-ai/core

AI agent microservice

Choose core if…

• you would rather work in Python than Jupyter Notebook
• you need a detected license — this one reports GNU General Public License v3.0
• you want something your agent can install directly rather than a library to wire up yourself
• you prefer a smaller, narrower project to a large one

Shares agent, llm, mcp, python with agents-towards-production.

langchain

langchain-ai/langchain

The agent engineering platform.

Choose langchain if…

• you would rather work in Python than Jupyter Notebook
• you need a detected license — this one reports MIT License
• you want the more widely starred option (148.9k)
• you specifically need ai or anthropic

Shares agents, ai-agents, generative-ai, langgraph with agents-towards-production.

mem0

mem0ai/mem0

The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.

Choose mem0 if…

• you would rather work in Python than Jupyter Notebook
• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (68.3k)
• you specifically need agentic-memory or agentic-memory-system

Shares agents, ai-agents, genai, llm with agents-towards-production.

anything-llm

Mintplex-Labs/anything-llm

Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

Choose anything-llm if…

• you would rather work in JavaScript than Jupyter Notebook
• you need a detected license — this one reports MIT License
• you want the more widely starred option (67.9k)
• you specifically need agent-computer or agent-harness

Shares agentic-ai, ai-agents, llm, rag with agents-towards-production.

langgraph

langchain-ai/langgraph

Build resilient agents.

Choose langgraph if…

• you would rather work in Python than Jupyter Notebook
• you need a detected license — this one reports MIT License
• you want the more widely starred option (44.4k)
• you specifically need ai or chatgpt

Shares agents, ai-agents, generative-ai, langgraph with agents-towards-production.

QwenPaw

agentscope-ai/QwenPaw

Your Personal AI Assistant; easy to install, deploy on your own machine or on the cloud; supports multiple chat apps with easily extensible capabilities.

Choose QwenPaw if…

• you would rather work in Python than Jupyter Notebook
• you need a detected license — this one reports Apache License 2.0
• you want something your agent can install directly rather than a library to wire up yourself
• you want the more widely starred option (37.3k)

Shares agent, ai-agents, llms, mcp with agents-towards-production.