Langchain-Chatchat vs prompts.chat
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
| Langchain-Chatchat | prompts.chat | |
|---|---|---|
| Tagline | Langchain-Chatchat is a local knowledge-based RAG and Agent application for LLMs like ChatGLM, Qwen and Llama. | The world's largest open-source prompt library for AI |
| Stars | 38k | 165k |
| Forks | 6.2k | 21k |
| Open issues | 23 | 59 |
| Language | Python | HTML |
| License | Apache-2.0 | Other |
| Last pushed | Nov 10, 2025 | Jul 7, 2026 |
| Categories | Inference & Serving, LLM Frameworks, Developer Tools | LLM Frameworks, Developer Tools |
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
prompts.chat
A repository for sharing and discovering AI prompts, primarily for ChatGPT but also compatible with other models. Originally known as Awesome ChatGPT Prompts.
HTML