--- title: "LLM-As-Chatbot vs anything-llm" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/deep-diver-llm-as-chatbot-vs-mintplex-labs-anything-llm" tools: ["deep-diver-llm-as-chatbot", "mintplex-labs-anything-llm"] --- # LLM-As-Chatbot vs anything-llm *GraphCanon updated Jul 12, 2026* ## Verdict Pick LLM-As-Chatbot if lLM-As-Chatbot enables integration of instruction-following fine-tuned LLM models into chatbots via Gradio or Discord interfaces, including an internet search feature with the Serper API; pick anything-llm if self-hosted AI agent experience with robust deployment scripts across multiple environments. [LLM-As-Chatbot](https://github.com/deep-diver/LLM-As-Chatbot) reports 3.3k GitHub stars, 376 forks, and 19 open issues, last pushed Nov 20, 2023. [anything-llm](https://anythingllm.com) has 63k stars, 6.9k forks, and 320 open issues, last pushed Jul 11, 2026. Figures are from public GitHub metadata via [LLM-As-Chatbot's repository](https://github.com/deep-diver/LLM-As-Chatbot) and [anything-llm's repository](https://github.com/Mintplex-Labs/anything-llm). | | [LLM-As-Chatbot](/tools/deep-diver-llm-as-chatbot.md) | [anything-llm](/tools/mintplex-labs-anything-llm.md) | | --- | --- | --- | | Tagline | LLM as a Chatbot Service | Self-hosted agent experience with deployment scripts for multiple environments | | Stars | 3,321 | 63,100 | | Forks | 376 | 6,907 | | Open issues | 19 | 320 | | Language | Python | JavaScript | | Adopt for | LLM-As-Chatbot enables integration of instruction-following fine-tuned LLM models into chatbots via Gradio or Discord interfaces, including an internet search feature with the Serper API. | Self-hosted AI agent experience with robust deployment scripts across multiple environments. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | Developer Tools, Inference & Serving | AI Agents, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [LLM-As-Chatbot](/tools/deep-diver-llm-as-chatbot.md) | [anything-llm](/tools/mintplex-labs-anything-llm.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Very active (96%) | | Days since push | 964d | 0d | | Open issues (now) | 19 | 320 | | Owner type | User | Organization | | Security scan | 9 low (9 low) | No lockfile | | Full report | [trust report](/tools/deep-diver-llm-as-chatbot/trust.md) | [trust report](/tools/mintplex-labs-anything-llm/trust.md) | ## Decision facts: LLM-As-Chatbot - **Adopt for:** LLM-As-Chatbot enables integration of instruction-following fine-tuned LLM models into chatbots via Gradio or Discord interfaces, including an internet search feature with the Serper API. ## Decision facts: anything-llm - **Adopt for:** Self-hosted AI agent experience with robust deployment scripts across multiple environments. ## Choose when ### Choose LLM-As-Chatbot if… - LLM-As-Chatbot is primarily Python; anything-llm is JavaScript. - License: LLM-As-Chatbot is Apache-2.0, anything-llm is MIT. - Tags unique to LLM-As-Chatbot: chatbot, discord-bot, gradio, internet search support. - Also covers Developer Tools. - When you need to test and deploy a variety of open-source LLMS as chatbots supported by both Gradio applications and Discord bots. ### Choose anything-llm if… - anything-llm is primarily JavaScript; LLM-As-Chatbot is Python. - License: anything-llm is MIT, LLM-As-Chatbot is Apache-2.0. - Tags unique to anything-llm: agent-computer, agent-harness, agentic-ai, llm. - Also covers AI Agents. - When you need flexibility in deploying your AI agents on various cloud platforms like AWS, GCP, Digital Ocean, and more. ## When NOT to use LLM-As-Chatbot - If your environment only supports Python versions prior to 3.9 or uses a Gradio version below 3.32.0. - When you do not have access to the Serper API key required for enabling internet search capabilities. ## When NOT to use anything-llm - Avoid if you require an agent without additional setup or prefer SaaS solutions over self-managed deployments. - Not suitable for users who are looking for no-code alternatives as setting up AnythingLLM might necessitate some coding knowledge despite offering multiple scripts and methods. ## Common questions ### What is the difference between LLM-As-Chatbot and anything-llm? LLM-As-Chatbot: LLM as a Chatbot Service. anything-llm: Self-hosted agent experience with deployment scripts for multiple environments. See the comparison table for live GitHub stats and shared categories. ### When should I choose LLM-As-Chatbot over anything-llm? Choose LLM-As-Chatbot over anything-llm when LLM-As-Chatbot is primarily Python; anything-llm is JavaScript; License: LLM-As-Chatbot is Apache-2.0, anything-llm is MIT; Tags unique to LLM-As-Chatbot: chatbot, discord-bot, gradio, internet search support; Also covers Developer Tools; When you need to test and deploy a variety of open-source LLMS as chatbots supported by both Gradio applications and Discord bots. ### When should I choose anything-llm over LLM-As-Chatbot? Choose anything-llm over LLM-As-Chatbot when anything-llm is primarily JavaScript; LLM-As-Chatbot is Python; License: anything-llm is MIT, LLM-As-Chatbot is Apache-2.0; Tags unique to anything-llm: agent-computer, agent-harness, agentic-ai, llm; Also covers AI Agents; When you need flexibility in deploying your AI agents on various cloud platforms like AWS, GCP, Digital Ocean, and more. ### When should I avoid LLM-As-Chatbot? If your environment only supports Python versions prior to 3.9 or uses a Gradio version below 3.32.0. When you do not have access to the Serper API key required for enabling internet search capabilities. ### When should I avoid anything-llm? Avoid if you require an agent without additional setup or prefer SaaS solutions over self-managed deployments. Not suitable for users who are looking for no-code alternatives as setting up AnythingLLM might necessitate some coding knowledge despite offering multiple scripts and methods. ### Is LLM-As-Chatbot or anything-llm more popular on GitHub? anything-llm has more GitHub stars (63,100 vs 3,321). Stars measure visibility, not whether either tool fits your constraints. ### Are LLM-As-Chatbot and anything-llm open source? Yes - both are open-source projects on GitHub (LLM-As-Chatbot: Apache-2.0, anything-llm: MIT). ### Where can I find alternatives to LLM-As-Chatbot or anything-llm? GraphCanon lists graph-backed alternatives at [LLM-As-Chatbot alternatives](/tools/deep-diver-llm-as-chatbot/alternatives) and [anything-llm alternatives](/tools/mintplex-labs-anything-llm/alternatives) ([LLM-As-Chatbot markdown twin](/tools/deep-diver-llm-as-chatbot/alternatives.md), [anything-llm markdown twin](/tools/mintplex-labs-anything-llm/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/deep-diver-llm-as-chatbot-vs-mintplex-labs-anything-llm.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, LLM-As-Chatbot or anything-llm? LLM-As-Chatbot: Dormant. anything-llm: Very 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 LLM-As-Chatbot and anything-llm? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [LLM-As-Chatbot trust report](/tools/deep-diver-llm-as-chatbot/trust); [anything-llm trust report](/tools/mintplex-labs-anything-llm/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=deep-diver-llm-as-chatbot`](/api/graphcanon/graph?tool=deep-diver-llm-as-chatbot) - 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/_