Comparison
Langchain-Chatchat vs langchain-chatbot
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-chatbot if langchain-chatbot is notable for its integration with GPT-4 and Langchain framework to offer features such as personality customization and data anonymization.
Markdown twin · Langchain-Chatchat alternatives · langchain-chatbot alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | Langchain-Chatchat | langchain-chatbot |
|---|---|---|
| Maintenance | Slowing (270d since push) As of 2w · github_public_v1 | Dormant (507d 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-chatbot
- Implementation of a chatbot using LLM chat model API and Langchain
Stars
- Langchain-Chatchat
- 39k
- langchain-chatbot
- 62
Forks
- Langchain-Chatchat
- 6.3k
- langchain-chatbot
- 11
Open issues
- Langchain-Chatchat
- 25
- langchain-chatbot
- 0
Language
- Langchain-Chatchat
- Python
- langchain-chatbot
- Python
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-chatbot
- Langchain-chatbot is notable for its integration with GPT-4 and Langchain framework to offer features such as personality customization and data anonymization.
Persona
- Langchain-Chatchat
- -
- langchain-chatbot
- -
Runtime
- Langchain-Chatchat
- -
- langchain-chatbot
- -
License
- Langchain-Chatchat
- Apache-2.0
- langchain-chatbot
- MIT
Last pushed
- Langchain-Chatchat
- Nov 10, 2025
- langchain-chatbot
- Mar 26, 2025
Categories
- Langchain-Chatchat
- AI Agents, Data & Retrieval, LLM Frameworks
- langchain-chatbot
- Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- Langchain-Chatchat
- Slowing (36%)
- langchain-chatbot
- Dormant (18%)
Days since push
- Langchain-Chatchat
- 270d
- langchain-chatbot
- 507d
Open issues (now)
- Langchain-Chatchat
- 25
- langchain-chatbot
- 0
Stars delta
- Langchain-Chatchat
- +254 (30d)
- langchain-chatbot
- -1 (30d)
Open issues delta
- Langchain-Chatchat
- +2 (30d)
- langchain-chatbot
- 0 (30d)
Owner type
- Langchain-Chatchat
- Organization
- langchain-chatbot
- User
Full report
- Langchain-Chatchat
- Trust report
- langchain-chatbot
- Trust report
Shared compatibility
- LangChain · Langchain-Chatchat: LangChain integration · langchain-chatbot: LangChain integration
Choose Langchain-Chatchat if…
- License: Langchain-Chatchat is Apache-2.0, langchain-chatbot is MIT.
- 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: chatglm, docker, llama, qwen.
- Also covers AI Agents, Data & Retrieval.
- - 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.
Choose langchain-chatbot if…
- License: langchain-chatbot is MIT, Langchain-Chatchat is Apache-2.0.
- Tags unique to langchain-chatbot: gpt-4, mongodb, openai, personality-chatbot.
- Also covers Inference & Serving.
- langchain-chatbot ships Docker support for self-hosted deployment.
- - When you need a chatbot solution that integrates with the GPT-4 model for more advanced AI interactions
When NOT to use langchain-chatbot
- - In scenarios where you prefer not to use or cannot utilize OpenAI APIs due to regional restrictions or preferences for open-source alternatives
- - For projects that do not require real-time streaming responses, since Langchain-chatbot provides this feature which might not be necessary in some applications
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 (minhbtrc/langchain-chatbot) · observed Aug 15, 2026
- GitHub forks (minhbtrc/langchain-chatbot) · observed Aug 15, 2026
- Last push (minhbtrc/langchain-chatbot) · observed Mar 26, 2025
- License file (MIT) · observed Aug 15, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: Langchain-Chatchat 39k · langchain-chatbot 62 (synced Aug 7, 2026).
Common questions
- What is the difference between Langchain-Chatchat and langchain-chatbot?
- Langchain-Chatchat: Local knowledge-based RAG and Agent app using Langchain and various LLMs. langchain-chatbot: Implementation of a chatbot using LLM chat model API and Langchain. See the comparison table for live GitHub stats and shared categories.
- When should I choose Langchain-Chatchat over langchain-chatbot?
- Choose Langchain-Chatchat over langchain-chatbot when License: Langchain-Chatchat is Apache-2.0, langchain-chatbot is MIT; 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: chatglm, docker, llama, qwen; Also covers AI Agents, Data & Retrieval; - When you need a locally deployed chatbot that can provide contextual responses based on integrated knowledge bases.
- When should I choose langchain-chatbot over Langchain-Chatchat?
- Choose langchain-chatbot over Langchain-Chatchat when License: langchain-chatbot is MIT, Langchain-Chatchat is Apache-2.0; Tags unique to langchain-chatbot: gpt-4, mongodb, openai, personality-chatbot; Also covers Inference & Serving; langchain-chatbot ships Docker support for self-hosted deployment; - When you need a chatbot solution that integrates with the GPT-4 model for more advanced AI interactions.
- 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-chatbot?
- - In scenarios where you prefer not to use or cannot utilize OpenAI APIs due to regional restrictions or preferences for open-source alternatives - For projects that do not require real-time streaming responses, since Langchain-chatbot provides this feature which might not be necessary in some applications
- Is Langchain-Chatchat or langchain-chatbot more popular on GitHub?
- Langchain-Chatchat has more GitHub stars (38,522 vs 62). Stars measure visibility, not whether either tool fits your constraints.
- Are Langchain-Chatchat and langchain-chatbot open source?
- Yes - both are open-source projects on GitHub (Langchain-Chatchat: Apache-2.0, langchain-chatbot: MIT).
- Where can I find alternatives to Langchain-Chatchat or langchain-chatbot?
- GraphCanon lists graph-backed alternatives at Langchain-Chatchat alternatives and langchain-chatbot alternatives (Langchain-Chatchat markdown twin, langchain-chatbot 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-chatbot?
- Langchain-Chatchat: Slowing. langchain-chatbot: Dormant. 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-chatbot?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Langchain-Chatchat trust report; langchain-chatbot trust report.