Comparison
Langchain-Chatchat vs langroid
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 langroid if langroid specializes in multi-agent systems with large language models, providing a Python framework for function-calling and chat integrations.
Markdown twin · Langchain-Chatchat alternatives · langroid alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | Langchain-Chatchat | langroid |
|---|---|---|
| Maintenance | Slowing (270d since push) As of 2w · github_public_v1 | Active (8d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 2w · 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
- langroid
- Harness LLMs with Multi-Agent Programming
Stars
- Langchain-Chatchat
- 39k
- langroid
- 4.1k
Forks
- Langchain-Chatchat
- 6.3k
- langroid
- 390
Open issues
- Langchain-Chatchat
- 25
- langroid
- 75
Language
- Langchain-Chatchat
- Python
- langroid
- 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.
- langroid
- Langroid specializes in multi-agent systems with large language models, providing a Python framework for function-calling and chat integrations.
Persona
- Langchain-Chatchat
- -
- langroid
- -
Runtime
- Langchain-Chatchat
- -
- langroid
- -
License
- Langchain-Chatchat
- Apache-2.0
- langroid
- MIT
Last pushed
- Langchain-Chatchat
- Nov 10, 2025
- langroid
- Jul 29, 2026
Categories
- Langchain-Chatchat
- AI Agents, Data & Retrieval, LLM Frameworks
- langroid
- AI Agents, Data & Retrieval, Inference & Serving, Model Training
Trust and health
Maintenance
- Langchain-Chatchat
- Slowing (36%)
- langroid
- Active (82%)
Days since push
- Langchain-Chatchat
- 270d
- langroid
- 8d
Open issues (now)
- Langchain-Chatchat
- 25
- langroid
- 75
Stars delta
- Langchain-Chatchat
- +254 (30d)
- langroid
- Unknown
Open issues delta
- Langchain-Chatchat
- +2 (30d)
- langroid
- Unknown
Full report
- Langchain-Chatchat
- Trust report
- langroid
- Trust report
Choose Langchain-Chatchat if…
- License: Langchain-Chatchat is Apache-2.0, langroid 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: chatbot, chatglm, docker, langchain.
- Also covers LLM Frameworks.
- - 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 langroid if…
- License: langroid is MIT, Langchain-Chatchat is Apache-2.0.
- Tags unique to langroid: agents, ai, chatgpt, function-calling.
- Also covers Inference & Serving, Model Training.
- langroid ships Docker support for self-hosted deployment.
- You need to integrate multiple agents working with large language models.
When NOT to use langroid
- You require support for a broad range of programming languages beyond Python.
- The project scope does not include multi-agent interactions or function-calling capabilities.
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 (langroid/langroid) · observed Aug 7, 2026
- GitHub forks (langroid/langroid) · observed Aug 7, 2026
- Last push (langroid/langroid) · observed Jul 29, 2026
- License file (MIT) · observed Aug 7, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: Langchain-Chatchat 39k · langroid 4.1k (synced Aug 7, 2026).
Common questions
- What is the difference between Langchain-Chatchat and langroid?
- Langchain-Chatchat: Local knowledge-based RAG and Agent app using Langchain and various LLMs. langroid: Harness LLMs with Multi-Agent Programming. See the comparison table for live GitHub stats and shared categories.
- When should I choose Langchain-Chatchat over langroid?
- Choose Langchain-Chatchat over langroid when License: Langchain-Chatchat is Apache-2.0, langroid 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: chatbot, chatglm, docker, langchain; Also covers LLM Frameworks; - When you need a locally deployed chatbot that can provide contextual responses based on integrated knowledge bases.
- When should I choose langroid over Langchain-Chatchat?
- Choose langroid over Langchain-Chatchat when License: langroid is MIT, Langchain-Chatchat is Apache-2.0; Tags unique to langroid: agents, ai, chatgpt, function-calling; Also covers Inference & Serving, Model Training; langroid ships Docker support for self-hosted deployment; You need to integrate multiple agents working with large language models.
- 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 langroid?
- You require support for a broad range of programming languages beyond Python. The project scope does not include multi-agent interactions or function-calling capabilities.
- Is Langchain-Chatchat or langroid more popular on GitHub?
- Langchain-Chatchat has more GitHub stars (38,522 vs 4,090). Stars measure visibility, not whether either tool fits your constraints.
- Are Langchain-Chatchat and langroid open source?
- Yes - both are open-source projects on GitHub (Langchain-Chatchat: Apache-2.0, langroid: MIT).
- Where can I find alternatives to Langchain-Chatchat or langroid?
- GraphCanon lists graph-backed alternatives at Langchain-Chatchat alternatives and langroid alternatives (Langchain-Chatchat markdown twin, langroid 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 langroid?
- Langchain-Chatchat: Slowing. langroid: Active. 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 langroid?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Langchain-Chatchat trust report; langroid trust report.