Comparison
Langchain-Chatchat vs LangChain-Chinese-Getting-Started-Guide
Verdict
Pick Langchain-Chatchat if langchain-Chatchat is a local RAG and agent chatbot application built using Langchain, supporting multiple language models like ChatGLM, Qwen, and Llama; pick LangChain-Chinese-Getting-Started-Guide if langChain-Chinese-Getting-Started-Guide 是针对 LangChain 框架的中文入门教程。.
Markdown twin · Langchain-Chatchat alternatives · LangChain-Chinese-Getting-Started-Guide alternatives
GraphCanon updated 1w
vs
LangChain-Chinese-Getting-Started-Guide
liaokongVFX/LangChain-Chinese-Getting-Started-Guide
★ 9.1kpushed Apr 22, 2026
Trust & integrity
| Signal | Langchain-Chatchat | LangChain-Chinese-Getting-Started-Guide |
|---|---|---|
| Maintenance | Slowing (270d since push) As of 2w · github_public_v1 | Slowing (114d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Personal account As of 1w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- Langchain-Chatchat
- Local knowledge-based RAG and Agent app using Langchain and various LLMs
- LangChain-Chinese-Getting-Started-Guide
- LangChain 的中文入门教程
Stars
- Langchain-Chatchat
- 39k
- LangChain-Chinese-Getting-Started-Guide
- 9.1k
Forks
- Langchain-Chatchat
- 6.3k
- LangChain-Chinese-Getting-Started-Guide
- 713
Open issues
- Langchain-Chatchat
- 25
- LangChain-Chinese-Getting-Started-Guide
- 2
Language
- Langchain-Chatchat
- Python
- LangChain-Chinese-Getting-Started-Guide
- -
Adopt for
- Langchain-Chatchat
- Langchain-Chatchat is a local RAG and agent chatbot application built using Langchain, supporting multiple language models like ChatGLM, Qwen, and Llama.
- LangChain-Chinese-Getting-Started-Guide
- LangChain-Chinese-Getting-Started-Guide 是针对 LangChain 框架的中文入门教程。
Persona
- Langchain-Chatchat
- -
- LangChain-Chinese-Getting-Started-Guide
- -
Runtime
- Langchain-Chatchat
- -
- LangChain-Chinese-Getting-Started-Guide
- -
License
- Langchain-Chatchat
- Apache-2.0
- LangChain-Chinese-Getting-Started-Guide
- -
Last pushed
- Langchain-Chatchat
- Nov 10, 2025
- LangChain-Chinese-Getting-Started-Guide
- Apr 22, 2026
Categories
- Langchain-Chatchat
- AI Agents, Data & Retrieval, LLM Frameworks
- LangChain-Chinese-Getting-Started-Guide
- Data & Retrieval, LLM Frameworks
Trust and health
Days since push
- Langchain-Chatchat
- 270d
- LangChain-Chinese-Getting-Started-Guide
- 114d
Open issues (now)
- Langchain-Chatchat
- 25
- LangChain-Chinese-Getting-Started-Guide
- 2
Stars delta
- Langchain-Chatchat
- +254 (30d)
- LangChain-Chinese-Getting-Started-Guide
- +38 (30d)
Open issues delta
- Langchain-Chatchat
- +2 (30d)
- LangChain-Chinese-Getting-Started-Guide
- 0 (30d)
Owner type
- Langchain-Chatchat
- Organization
- LangChain-Chinese-Getting-Started-Guide
- User
Full report
- Langchain-Chatchat
- Trust report
- LangChain-Chinese-Getting-Started-Guide
- Trust report
Shared compatibility
- LangChain · Langchain-Chatchat: LangChain integration · LangChain-Chinese-Getting-Started-Guide: LangChain integration
Choose Langchain-Chatchat if…
- Requirements: - Access to a suitable computational environment (potentially with GPU support) for running the various language models.; - Docker deployment expertise, especially when using docker-compose for setting up multiple dependent services..
- Tags unique to Langchain-Chatchat: chatbot, chatglm, docker, llama.
- Also covers AI Agents.
- - When you need a locally deployed chatbot that can provide contextual responses based on integrated knowledge bases.
When NOT to use Langchain-Chatchat
- - If your application requires real-time updates from the internet, as Langchain-Chatchat operates within a closed system without dynamic web retrieval capabilities.
- - In scenarios where deploying through Docker and managing multiple services via docker-compose might be too complex or not feasible for your operational setup.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (chatchat-space/Langchain-Chatchat) · observed Aug 7, 2026
- GitHub forks (chatchat-space/Langchain-Chatchat) · observed Aug 7, 2026
- Last push (chatchat-space/Langchain-Chatchat) · observed Nov 10, 2025
- License file (Apache-2.0) · observed Aug 7, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (liaokongVFX/LangChain-Chinese-Getting-Started-Guide) · observed Aug 15, 2026
- GitHub forks (liaokongVFX/LangChain-Chinese-Getting-Started-Guide) · observed Aug 15, 2026
- Last push (liaokongVFX/LangChain-Chinese-Getting-Started-Guide) · observed Apr 22, 2026
- License file (unknown) · observed Aug 15, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: Langchain-Chatchat 39k · LangChain-Chinese-Getting-Started-Guide 9.1k (synced Aug 7, 2026).
Common questions
- What is the difference between Langchain-Chatchat and LangChain-Chinese-Getting-Started-Guide?
- Langchain-Chatchat: Local knowledge-based RAG and Agent app using Langchain and various LLMs. LangChain-Chinese-Getting-Started-Guide: LangChain 的中文入门教程. See the comparison table for live GitHub stats and shared categories.
- When should I choose Langchain-Chatchat over LangChain-Chinese-Getting-Started-Guide?
- Choose Langchain-Chatchat over LangChain-Chinese-Getting-Started-Guide when Requirements: - Access to a suitable computational environment (potentially with GPU support) for running the various language models.; - Docker deployment expertise, especially when using docker-compose for setting up multiple dependent services.; Tags unique to Langchain-Chatchat: chatbot, chatglm, docker, llama; Also covers AI Agents; - When you need a locally deployed chatbot that can provide contextual responses based on integrated knowledge bases.
- When should I choose LangChain-Chinese-Getting-Started-Guide over Langchain-Chatchat?
- Choose LangChain-Chinese-Getting-Started-Guide over Langchain-Chatchat when Tags unique to LangChain-Chinese-Getting-Started-Guide: aigc, chatgpt, openai, openai-api; 需要中文资源来学习和理解如何使用LangChain框架时; More recently updated (last pushed Apr 22, 2026).
- When should I avoid Langchain-Chatchat?
- - If your application requires real-time updates from the internet, as Langchain-Chatchat operates within a closed system without dynamic web retrieval capabilities. - In scenarios where deploying through Docker and managing multiple services via docker-compose might be too complex or not feasible for your operational setup.
- When should I avoid LangChain-Chinese-Getting-Started-Guide?
- LangChain，
- Is Langchain-Chatchat or LangChain-Chinese-Getting-Started-Guide more popular on GitHub?
- Langchain-Chatchat has more GitHub stars (38,522 vs 9,097). Stars measure visibility, not whether either tool fits your constraints.
- Are Langchain-Chatchat and LangChain-Chinese-Getting-Started-Guide open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to Langchain-Chatchat or LangChain-Chinese-Getting-Started-Guide?
- GraphCanon lists graph-backed alternatives at Langchain-Chatchat alternatives and LangChain-Chinese-Getting-Started-Guide alternatives (Langchain-Chatchat markdown twin, LangChain-Chinese-Getting-Started-Guide markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, Langchain-Chatchat or LangChain-Chinese-Getting-Started-Guide?
- Langchain-Chatchat: Slowing. LangChain-Chinese-Getting-Started-Guide: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for Langchain-Chatchat and LangChain-Chinese-Getting-Started-Guide?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Langchain-Chatchat trust report; LangChain-Chinese-Getting-Started-Guide trust report.