The best generative-ai alternatives

langchain

langchain-ai/langchain

The agent engineering platform.

Choose langchain if…

• you would rather work in Python than Jupyter Notebook
• MIT License suits your use better than Apache License 2.0
• you want the more widely starred option (148.9k)
• you specifically need ai or ai-agents

Shares agents, gemini, generative-ai, langchain with generative-ai.

langgraph

langchain-ai/langgraph

Build resilient agents.

Choose langgraph if…

• you would rather work in Python than Jupyter Notebook
• MIT License suits your use better than Apache License 2.0
• you want the more widely starred option (44.4k)
• you specifically need ai or ai-agents

Shares agents, gemini, generative-ai, langchain with generative-ai.

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 agentic-ai or ai

Shares agents, generative-ai, langchain, llm with generative-ai.

agentic-rag-for-dummies

GiovanniPasq/agentic-rag-for-dummies

A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.

Choose agentic-rag-for-dummies if…

• MIT License suits your use better than Apache License 2.0
• you prefer a smaller, narrower project to a large one
• you specifically need agent or agentic-ai

Shares agents, generative-ai, langchain, llm with generative-ai.

haystack

deepset-ai/haystack

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

Choose haystack if…

• you would rather work in Python than Jupyter Notebook
• you want the more widely starred option (26.9k)
• you specifically need agent-framework or agentic-ai

Shares agents, generative-ai, large-language-models, llm with generative-ai.

agent-starter-pack

GoogleCloudPlatform/agent-starter-pack

Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/CD, evaluation, and observability.

Choose agent-starter-pack if…

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

Shares agents, gcp, gemini, generative-ai with generative-ai.

agents-towards-production

NirDiamant/agents-towards-production

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

Choose agents-towards-production if…

• you specifically need agent or agent-framework

Shares agents, generative-ai, llm with generative-ai.

Decepticon

PurpleAILAB/Decepticon

Autonomous Hacking Agent for Red Team

Choose Decepticon if…

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

Shares generative-ai, langchain, llm with generative-ai.

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 prefer a smaller, narrower project to a large one
• you specifically need ai-agent or data

Shares agents, langchain, llm with generative-ai.

metaflow

Netflix/metaflow

Build, Manage and Deploy AI/ML Systems

Choose metaflow if…

• you would rather work in Python than Jupyter Notebook
• you specifically need ai or aws

Shares agents, gcp, generative-ai, llm with generative-ai.

agents-cli

google/agents-cli

The CLI and skills that turn any coding assistant into an expert at creating, evaluating, and deploying AI agents on Google Cloud.

Choose agents-cli if…

• you would rather work in Python than Jupyter Notebook
• you prefer a smaller, narrower project to a large one
• you specifically need adk or agent-development-kit

Shares agents, gemini, generative-ai, google-cloud with generative-ai.

TaskingAI

TaskingAI/TaskingAI

The open source platform for AI-native application development.

Choose TaskingAI if…

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

Shares generative-ai, langchain, llm with generative-ai.