--- title: "conduit vs LLM-As-Chatbot" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/cogwheel0-conduit-vs-deep-diver-llm-as-chatbot" tools: ["cogwheel0-conduit", "deep-diver-llm-as-chatbot"] --- # conduit vs LLM-As-Chatbot *GraphCanon updated Sep 20, 2026* ## 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. [conduit](https://conduit.mobile) reports 2.2k GitHub stars, 219 forks, and 71 open issues, last pushed Sep 17, 2026. [LLM-As-Chatbot](https://github.com/deep-diver/LLM-As-Chatbot) has 3.3k stars, 375 forks, and 19 open issues, last pushed Nov 20, 2023. Figures are from public GitHub metadata via [conduit's repository](https://github.com/cogwheel0/conduit) and [LLM-As-Chatbot's repository](https://github.com/deep-diver/LLM-As-Chatbot). | | [conduit](/tools/cogwheel0-conduit.md) | [LLM-As-Chatbot](/tools/deep-diver-llm-as-chatbot.md) | | --- | --- | --- | | Tagline | Mobile client for OpenWebUI | LLM as a Chatbot Service | | Stars | 2,158 | 3,317 | | Forks | 219 | 375 | | Open issues | 71 | 19 | | Language | Dart | Python | | Adopt for | 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 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 | - | - | | Runtime | - | - | | License | GPL-3.0 License | Apache-2.0 | | Categories | Inference & Serving, LLM Frameworks | Inference & Serving, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [conduit](/tools/cogwheel0-conduit.md) | [LLM-As-Chatbot](/tools/deep-diver-llm-as-chatbot.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 2d | 1032d | | Open issues (now) | 71 | 19 | | Stars delta | +213 (30d) | -2 (30d) | | Open issues delta | +8 (30d) | 0 (30d) | | Full report | [trust report](/tools/cogwheel0-conduit/trust.md) | [trust report](/tools/deep-diver-llm-as-chatbot/trust.md) | ## Decision facts: conduit - **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. - **Adopt for:** Conduit is an open-source mobile application enabling users on iOS and Android to interface with self-hosted AI services via the OpenWebUI API. - **License detail:** GPL-3.0 License ## Decision facts: LLM-As-Chatbot - **Adopt for:** 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. ## Choose when ### 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. ### 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 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 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. ## 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](/tools/cogwheel0-conduit/alternatives) and [LLM-As-Chatbot alternatives](/tools/deep-diver-llm-as-chatbot/alternatives) ([conduit markdown twin](/tools/cogwheel0-conduit/alternatives.md), [LLM-As-Chatbot markdown twin](/tools/deep-diver-llm-as-chatbot/alternatives.md)), 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](/compare/cogwheel0-conduit-vs-deep-diver-llm-as-chatbot.md) 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](/tools/cogwheel0-conduit/trust); [LLM-As-Chatbot trust report](/tools/deep-diver-llm-as-chatbot/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=cogwheel0-conduit`](/api/graphcanon/graph?tool=cogwheel0-conduit) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_