Comparison
langchain-chatbot vs langchain-chat-websockets
Verdict
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; pick langchain-chat-websockets if async live chat with streaming responses over websockets using FastAPI and OpenAI API.
Markdown twin · langchain-chatbot alternatives · langchain-chat-websockets alternatives
GraphCanon updated 5d
vs
Trust & integrity
| Signal | langchain-chatbot | langchain-chat-websockets |
|---|---|---|
| Maintenance | Dormant (507d since push) As of 5d · github_public_v1 | Dormant (988d since push) As of 5d · github_public_v1 |
| Provenance | Not a fork · Personal account As of 5d · github_public_v1 | Not a fork · Personal account As of 5d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings 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-chatbot
- Implementation of a chatbot using LLM chat model API and Langchain
- langchain-chat-websockets
- LangChain LLM chat with streaming response over websockets
Stars
- langchain-chatbot
- 62
- langchain-chat-websockets
- 96
Forks
- langchain-chatbot
- 11
- langchain-chat-websockets
- 8
Open issues
- langchain-chatbot
- 0
- langchain-chat-websockets
- 3
Language
- langchain-chatbot
- Python
- langchain-chat-websockets
- HTML
Adopt for
- 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.
- langchain-chat-websockets
- Async live chat with streaming responses over websockets using FastAPI and OpenAI API.
Persona
- langchain-chatbot
- -
- langchain-chat-websockets
- -
Runtime
- langchain-chatbot
- -
- langchain-chat-websockets
- -
License
- langchain-chatbot
- MIT
- langchain-chat-websockets
- Apache-2.0
Last pushed
- langchain-chatbot
- Mar 26, 2025
- langchain-chat-websockets
- Nov 30, 2023
Categories
- langchain-chatbot
- Inference & Serving, LLM Frameworks
- langchain-chat-websockets
- Inference & Serving, LLM Frameworks
Trust and health
Days since push
- langchain-chatbot
- 507d
- langchain-chat-websockets
- 988d
Open issues (now)
- langchain-chatbot
- 0
- langchain-chat-websockets
- 3
OSV dependency advisories
- langchain-chatbot
- No lockfile (source not queried)
- langchain-chat-websockets
- Published findings
Full report
- langchain-chatbot
- Trust report
- langchain-chat-websockets
- Trust report
Shared compatibility
- LangChain · langchain-chatbot: LangChain integration · langchain-chat-websockets: LangChain integration
- OpenAI API · langchain-chatbot: OpenAI API · langchain-chat-websockets: OpenAI API
Choose langchain-chatbot if…
- langchain-chatbot is primarily Python; langchain-chat-websockets is HTML.
- License: langchain-chatbot is MIT, langchain-chat-websockets is Apache-2.0.
- Tags unique to langchain-chatbot: chatbot, gpt-4, mongodb, openai.
- - 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
Choose langchain-chat-websockets if…
- langchain-chat-websockets is primarily HTML; langchain-chatbot is Python.
- License: langchain-chat-websockets is Apache-2.0, langchain-chatbot is MIT.
- Tags unique to langchain-chat-websockets: async, fastapi, openai-api, websockets.
- Need async, real-time chat response functionality integrated via websocket connections.
When NOT to use langchain-chat-websockets
- Project doesn't require asynchronous interaction or streaming responses over websockets.
- Prefer alternatives that allow customization beyond FastAPI and OpenAI integration.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- 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 (pors/langchain-chat-websockets) · observed Aug 15, 2026
- GitHub forks (pors/langchain-chat-websockets) · observed Aug 15, 2026
- Last push (pors/langchain-chat-websockets) · observed Nov 30, 2023
- License file (Apache-2.0) · observed Aug 15, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: langchain-chatbot 62 · langchain-chat-websockets 96 (synced Aug 15, 2026).
Common questions
- What is the difference between langchain-chatbot and langchain-chat-websockets?
- langchain-chatbot: Implementation of a chatbot using LLM chat model API and Langchain. langchain-chat-websockets: LangChain LLM chat with streaming response over websockets. See the comparison table for live GitHub stats and shared categories.
- When should I choose langchain-chatbot over langchain-chat-websockets?
- Choose langchain-chatbot over langchain-chat-websockets when langchain-chatbot is primarily Python; langchain-chat-websockets is HTML; License: langchain-chatbot is MIT, langchain-chat-websockets is Apache-2.0; Tags unique to langchain-chatbot: chatbot, gpt-4, mongodb, openai; - When you need a chatbot solution that integrates with the GPT-4 model for more advanced AI interactions.
- When should I choose langchain-chat-websockets over langchain-chatbot?
- Choose langchain-chat-websockets over langchain-chatbot when langchain-chat-websockets is primarily HTML; langchain-chatbot is Python; License: langchain-chat-websockets is Apache-2.0, langchain-chatbot is MIT; Tags unique to langchain-chat-websockets: async, fastapi, openai-api, websockets; Need async, real-time chat response functionality integrated via websocket connections.
- 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
- When should I avoid langchain-chat-websockets?
- Project doesn't require asynchronous interaction or streaming responses over websockets. Prefer alternatives that allow customization beyond FastAPI and OpenAI integration.
- Is langchain-chatbot or langchain-chat-websockets more popular on GitHub?
- langchain-chat-websockets has more GitHub stars (96 vs 62). Stars measure visibility, not whether either tool fits your constraints.
- Are langchain-chatbot and langchain-chat-websockets open source?
- Yes - both are open-source projects on GitHub (langchain-chatbot: MIT, langchain-chat-websockets: Apache-2.0).
- Where can I find alternatives to langchain-chatbot or langchain-chat-websockets?
- GraphCanon lists graph-backed alternatives at langchain-chatbot alternatives and langchain-chat-websockets alternatives (langchain-chatbot markdown twin, langchain-chat-websockets 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-chatbot or langchain-chat-websockets?
- langchain-chatbot: Dormant. langchain-chat-websockets: 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-chatbot and langchain-chat-websockets?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: langchain-chatbot trust report; langchain-chat-websockets trust report.