Comparison
LLM-As-Chatbot vs langchain-chat-websockets
Verdict
Pick LLM-As-Chatbot if lLM-As-Chatbot is a Python-based framework for deploying instruction-following fine-tuned LLM models as chatbot services, with support for Gradio and Discord bot interfaces, and internet search capabilities; pick langchain-chat-websockets if async live chat with streaming responses over websockets using FastAPI and OpenAI API.
Markdown twin · LLM-As-Chatbot alternatives · langchain-chat-websockets alternatives
GraphCanon updated Sep 20, 2026
11views this month
vs
Trust & integrity
| Signal | LLM-As-Chatbot | langchain-chat-websockets |
|---|---|---|
| Maintenance | Dormant (1032d since push) As of Sep 18, 2026 · github_public_v1 | Dormant (1024d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 18, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Sep 18, 2026 · osv@v1 | Published findings As of Jul 11, 2026 · 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
- LLM-As-Chatbot
- LLM as a Chatbot Service
- langchain-chat-websockets
- LangChain LLM chat with streaming response over websockets
Stars
- LLM-As-Chatbot
- 3.3k
- langchain-chat-websockets
- 96
Forks
- LLM-As-Chatbot
- 375
- langchain-chat-websockets
- 8
Open issues
- LLM-As-Chatbot
- 19
- langchain-chat-websockets
- 3
Language
- LLM-As-Chatbot
- Python
- langchain-chat-websockets
- HTML
Adopt for
- LLM-As-Chatbot
- LLM-As-Chatbot is a Python-based framework for deploying instruction-following fine-tuned LLM models as chatbot services, with support for Gradio and Discord bot interfaces, and internet search capabilities.
- langchain-chat-websockets
- Async live chat with streaming responses over websockets using FastAPI and OpenAI API.
Persona
- LLM-As-Chatbot
- -
- langchain-chat-websockets
- -
Runtime
- LLM-As-Chatbot
- -
- langchain-chat-websockets
- -
License
- LLM-As-Chatbot
- Apache-2.0
- langchain-chat-websockets
- Apache-2.0
Last pushed
- LLM-As-Chatbot
- Nov 20, 2023
- langchain-chat-websockets
- Nov 30, 2023
Categories
- LLM-As-Chatbot
- Inference & Serving, LLM Frameworks
- langchain-chat-websockets
- Inference & Serving, LLM Frameworks
Trust and health
Days since push
- LLM-As-Chatbot
- 1032d
- langchain-chat-websockets
- 1024d
Open issues (now)
- LLM-As-Chatbot
- 19
- langchain-chat-websockets
- 3
Stars delta
- LLM-As-Chatbot
- -2 (30d)
- langchain-chat-websockets
- 0 (30d)
Full report
- LLM-As-Chatbot
- Trust report
- langchain-chat-websockets
- Trust report
Choose LLM-As-Chatbot if…
- LLM-As-Chatbot is primarily Python; langchain-chat-websockets is HTML.
- Tags unique to LLM-As-Chatbot: chatbot, cloud gpu, context management, conversation management.
- When you need to deploy a variety of LLM models as chatbots with internet search capabilities, using either Gradio or Discord bot interfaces.
When NOT to use LLM-As-Chatbot
- If you require a chatbot service that does not support internet search capabilities, as LLM-As-Chatbot mandates the use of a Serper API Key for enabling this feature.
- When you need a chatbot service that does not integrate with Gradio or Discord, as LLM-As-Chatbot is specifically designed for these interfaces.
- If you are working with Python versions less than 3.9, as the framework requires Python 3.9 or higher.
Choose langchain-chat-websockets if…
- langchain-chat-websockets is primarily HTML; LLM-As-Chatbot is Python.
- Tags unique to langchain-chat-websockets: async, fastapi, langchain, openai-api.
- langchain-chat-websockets ships Docker support for self-hosted deployment.
- 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 (deep-diver/LLM-As-Chatbot) · observed Sep 20, 2026
- GitHub forks (deep-diver/LLM-As-Chatbot) · observed Sep 20, 2026
- Last push (deep-diver/LLM-As-Chatbot) · observed Nov 20, 2023
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (pors/langchain-chat-websockets) · observed Sep 20, 2026
- GitHub forks (pors/langchain-chat-websockets) · observed Sep 20, 2026
- Last push (pors/langchain-chat-websockets) · observed Nov 30, 2023
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: LLM-As-Chatbot 3.3k · langchain-chat-websockets 96 (synced Sep 20, 2026).
Common questions
- What is the difference between LLM-As-Chatbot and langchain-chat-websockets?
- LLM-As-Chatbot: LLM as a Chatbot Service. 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 LLM-As-Chatbot over langchain-chat-websockets?
- Choose LLM-As-Chatbot over langchain-chat-websockets when LLM-As-Chatbot is primarily Python; langchain-chat-websockets is HTML; Tags unique to LLM-As-Chatbot: chatbot, cloud gpu, context management, conversation management; When you need to deploy a variety of LLM models as chatbots with internet search capabilities, using either Gradio or Discord bot interfaces.
- When should I choose langchain-chat-websockets over LLM-As-Chatbot?
- Choose langchain-chat-websockets over LLM-As-Chatbot when langchain-chat-websockets is primarily HTML; LLM-As-Chatbot is Python; Tags unique to langchain-chat-websockets: async, fastapi, langchain, openai-api; langchain-chat-websockets ships Docker support for self-hosted deployment; Need async, real-time chat response functionality integrated via websocket connections.
- When should I avoid LLM-As-Chatbot?
- If you require a chatbot service that does not support internet search capabilities, as LLM-As-Chatbot mandates the use of a Serper API Key for enabling this feature. When you need a chatbot service that does not integrate with Gradio or Discord, as LLM-As-Chatbot is specifically designed for these interfaces. If you are working with Python versions less than 3.9, as the framework requires Python 3.9 or higher.
- 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 LLM-As-Chatbot or langchain-chat-websockets more popular on GitHub?
- LLM-As-Chatbot has more GitHub stars (3,317 vs 96). Stars measure visibility, not whether either tool fits your constraints.
- Are LLM-As-Chatbot and langchain-chat-websockets open source?
- Yes - both are open-source projects on GitHub (LLM-As-Chatbot: Apache-2.0, langchain-chat-websockets: Apache-2.0).
- Where can I find alternatives to LLM-As-Chatbot or langchain-chat-websockets?
- GraphCanon lists graph-backed alternatives at LLM-As-Chatbot alternatives and langchain-chat-websockets alternatives (LLM-As-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, LLM-As-Chatbot or langchain-chat-websockets?
- LLM-As-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 LLM-As-Chatbot and langchain-chat-websockets?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: LLM-As-Chatbot trust report; langchain-chat-websockets trust report.