Langchain-Chatchat vs langflow

A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.

Langchain-Chatchatlangflow
TaglineLangchain-Chatchat is a local knowledge-based RAG and Agent application for LLMs like ChatGLM, Qwen and Llama.Langflow is a powerful platform for building and deploying AI-powered agents and workflows.
Stars38k151k
Forks6.2k9.5k
Open issues23977
LanguagePythonPython
LicenseApache-2.0MIT
Last pushedNov 10, 2025Jul 7, 2026
CategoriesLLM Frameworks, Developer Tools, Inference & ServingEvaluation & Observability, AI Agents, Data & Retrieval

Langchain-Chatchat

LangChain-Chatchat is an open-source project implementing Retrieval-Augmented Generation (RAG) and agent applications based on large language models such as ChatGLM, Qwen, and LLaMA. It supports offline deployment using various embedding models and vector databases and integrates with frameworks like Xinference and Ollama.

Python

langflow

A tool that offers a visual interface to create custom AI-powered services, integrating support for major language models (LLMs) and vector databases. It also provides multi-agent orchestration capabilities and observability.

Python