Comparison
conduit vs LLM-As-Chatbot
Verdict
Pick conduit if conduit is an open-source mobile application enabling users on iOS and Android to interface with self-hosted AI services via the OpenWebUI API; 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.
Markdown twin · conduit alternatives · LLM-As-Chatbot alternatives
GraphCanon updated Sep 20, 2026
vs
Trust & integrity
| Signal | conduit | LLM-As-Chatbot |
|---|---|---|
| Maintenance | Very active (2d since push) As of Sep 20, 2026 · github_public_v1 | Dormant (1032d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | Published findings As of Sep 18, 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
- conduit
- Mobile client for OpenWebUI
- LLM-As-Chatbot
- LLM as a Chatbot Service
Stars
- conduit
- 2.2k
- LLM-As-Chatbot
- 3.3k
Forks
- conduit
- 219
- LLM-As-Chatbot
- 375
Open issues
- conduit
- 71
- LLM-As-Chatbot
- 19
Language
- conduit
- Dart
- LLM-As-Chatbot
- Python
Adopt for
- conduit
- Conduit is an open-source mobile application enabling users on iOS and Android to interface with self-hosted AI services via the OpenWebUI API.
- 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.
Persona
- conduit
- -
- LLM-As-Chatbot
- -
Runtime
- conduit
- -
- LLM-As-Chatbot
- -
License
- conduit
- GPL-3.0 License
- LLM-As-Chatbot
- Apache-2.0
Last pushed
- conduit
- Sep 17, 2026
- LLM-As-Chatbot
- Nov 20, 2023
Categories
- conduit
- Inference & Serving, LLM Frameworks
- LLM-As-Chatbot
- Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- conduit
- Very active (96%)
- LLM-As-Chatbot
- Dormant (18%)
Days since push
- conduit
- 2d
- LLM-As-Chatbot
- 1032d
Open issues (now)
- conduit
- 71
- LLM-As-Chatbot
- 19
Stars delta
- conduit
- +213 (30d)
- LLM-As-Chatbot
- -2 (30d)
Open issues delta
- conduit
- +8 (30d)
- LLM-As-Chatbot
- 0 (30d)
OSV dependency advisories
- conduit
- No lockfile (source not queried)
- LLM-As-Chatbot
- Published findings
Full report
- conduit
- Trust report
- LLM-As-Chatbot
- Trust report
Choose conduit if…
- conduit is primarily Dart; LLM-As-Chatbot is Python.
- License: conduit is GPL-3.0, LLM-As-Chatbot is Apache-2.0.
- Requirements: - The application requires a recent Flutter SDK with Dart version 3.9 or newer.; - For building on Android, Java 17 and Android 7.0+ (API level 24) are necessary requirements.; - On iOS, the application supports only devices running iOS 16.0+. Xcode is required for builds..
- Tags unique to conduit: mobile, ollama, openwebui, selfhosted.
- - You are using a self-hosted AI service compatible with OpenWebUI, OpenAI APIs, or Ollama endpoint, and require a mobile interface for it.
When NOT to use conduit
- - If you aim to use proprietary AI services that do not offer OpenAI-compatible APIs or are not compatible with the endpoints supported by Conduit.
- - Your development setup does not include Flutter SDK with Dart 3.9 or newer, Java 17 for Android builds, and Xcode or Android Studio.
Choose LLM-As-Chatbot if…
- LLM-As-Chatbot is primarily Python; conduit is Dart.
- License: LLM-As-Chatbot is Apache-2.0, conduit is GPL-3.0.
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (cogwheel0/conduit) · observed Sep 20, 2026
- GitHub forks (cogwheel0/conduit) · observed Sep 20, 2026
- Last push (cogwheel0/conduit) · observed Sep 17, 2026
- License file (GPL-3.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- 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 on cards: conduit 2.2k · LLM-As-Chatbot 3.3k (synced Sep 20, 2026).
Common questions
- What is the difference between conduit and LLM-As-Chatbot?
- conduit: Mobile client for OpenWebUI. LLM-As-Chatbot: LLM as a Chatbot Service. See the comparison table for live GitHub stats and shared categories.
- When should I choose conduit over LLM-As-Chatbot?
- Choose conduit over LLM-As-Chatbot when conduit is primarily Dart; LLM-As-Chatbot is Python; License: conduit is GPL-3.0, LLM-As-Chatbot is Apache-2.0; Requirements: - The application requires a recent Flutter SDK with Dart version 3.9 or newer.; - For building on Android, Java 17 and Android 7.0+ (API level 24) are necessary requirements.; - On iOS, the application supports only devices running iOS 16.0+. Xcode is required for builds.; Tags unique to conduit: mobile, ollama, openwebui, selfhosted; - You are using a self-hosted AI service compatible with OpenWebUI, OpenAI APIs, or Ollama endpoint, and require a mobile interface for it.
- When should I choose LLM-As-Chatbot over conduit?
- Choose LLM-As-Chatbot over conduit when LLM-As-Chatbot is primarily Python; conduit is Dart; License: LLM-As-Chatbot is Apache-2.0, conduit is GPL-3.0; 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 avoid conduit?
- - If you aim to use proprietary AI services that do not offer OpenAI-compatible APIs or are not compatible with the endpoints supported by Conduit. - Your development setup does not include Flutter SDK with Dart 3.9 or newer, Java 17 for Android builds, and Xcode or Android Studio.
- 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.
- Is conduit or LLM-As-Chatbot more popular on GitHub?
- LLM-As-Chatbot has more GitHub stars (3,317 vs 2,158). Stars measure visibility, not whether either tool fits your constraints.
- Are conduit and LLM-As-Chatbot open source?
- Yes - both are open-source projects on GitHub (conduit: GPL-3.0, LLM-As-Chatbot: Apache-2.0).
- Where can I find alternatives to conduit or LLM-As-Chatbot?
- GraphCanon lists graph-backed alternatives at conduit alternatives and LLM-As-Chatbot alternatives (conduit markdown twin, LLM-As-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, conduit or LLM-As-Chatbot?
- conduit: Very active. LLM-As-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 conduit and LLM-As-Chatbot?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: conduit trust report; LLM-As-Chatbot trust report.