Langchain-Chatchat — security grade SAFE, quality 58/100

Security audit verdict: SAFE · quality 58/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by chatchat-space · Agent Tool · ★ 38.7k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

🔒 Is Langchain-Chatchat safe to install? View the security audit →

About Langchain-Chatchat

[![zread](https://img.shields.io/badge/AskZread-.svg?style=flat&color=00b0aa&labelColor=000000&logo=data%3Aimage%2Fsvg%2Bxml%3Bbase64%2CPHN2ZyB3aWR0aD0iMTYiIGhlaWdodD0iMTYiIHZpZXdCb3g9IjAgMCAxNiAxNiIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KPHBhdGggZD0iTTQuOTYxNTYgMS42MDAxSDIuMjQxNTZDMS44ODgxIDEuNjAwMSAxLjYwMTU2IDEuODg2NjQgMS42MDE1NiAyLjI0MDFWNC45NjAxQzEuNjAxNTYgNS4zMTM1NiAxLjg4ODEgNS42MDAxIDIuMjQxNTYgNS42MDAxSDQuOTYxNTZDNS4zMTUwMiA1LjYwMDEgNS42MDE1NiA1LjMxMzU2IDUuNjAxNTYgNC45NjAxVjIuMjQwMUM1LjYwMTU2IDEuODg2NjQgNS4zMTUwMiAxLjYwMDEgNC45NjE1NiAxLjYwMDFaIiBmaWxsPSIjZmZmIi8%2BCjxwYXRoIGQ9Ik00Ljk2MTU2IDEwLjM5OTlIMi4yNDE1NkMxLjg4ODEgMTAuMzk5OSAxLjYwMTU2IDEwLjY4NjQgMS42MDE1NiAxMS4wMzk5VjEzLjc1OTlDMS42MDE1NiAxNC4xMTM0IDEuODg4MSAxNC4zOTk5IDIuMjQxNTYgMTQuMzk5OUg0Ljk2MTU2QzUuMzE1MDIgMTQuMzk5OSA1LjYwMTU2IDE0LjExMzQgNS42MDE1NiAxMy43NTk5VjExLjAzOTlDNS42MDE1NiAxMC42ODY0IDUuMzE1MDIgMTAuMzk5OSA0Ljk2MTU2IDEwLjM5OTlaIiBmaWxsPSIjZmZmIi8%2BCjxwYXRoIGQ9Ik0xMy43NTg0IDEuNjA

chatbotchatchatchatglmchatgptembeddingfaissfastchatgptknowledge-baselangchain

Quick Facts

Stars38,674
Forks6,256
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score57.5583687770582/100
Open Issues32
Last Updated2025-11-10
Created2023-03-31
Platformspython
Est. Tokens~17k

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Frequently Asked Questions

What is Langchain-Chatchat?

Langchain-Chatchat is Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Ll. It is categorized as a Agent Tool with 38.7k GitHub stars.

What programming language is Langchain-Chatchat written in?

Langchain-Chatchat is primarily written in Python. It covers topics such as chatbot, chatchat, chatglm.

How do I install or use Langchain-Chatchat?

You can find installation instructions and usage details in the Langchain-Chatchat GitHub repository at github.com/chatchat-space/Langchain-Chatchat. The project has 38.7k stars and 6256 forks, indicating an active community.

What license does Langchain-Chatchat use?

Langchain-Chatchat is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to Langchain-Chatchat?

The top alternatives to Langchain-Chatchat on Agent Skills Hub include langchain4j, AstrBot, repomix. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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