--- title: "LLM-As-Chatbot vs aikit" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/deep-diver-llm-as-chatbot-vs-kaito-project-aikit" tools: ["deep-diver-llm-as-chatbot", "kaito-project-aikit"] --- # LLM-As-Chatbot vs aikit *GraphCanon updated Aug 24, 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 aikit if aikit is a toolkit designed for fine-tuning, building and deploying large language models (LLMs) with an emphasis on open-source technologies. [LLM-As-Chatbot](https://github.com/deep-diver/LLM-As-Chatbot) reports 3.3k GitHub stars, 375 forks, and 19 open issues, last pushed Nov 20, 2023. [aikit](https://kaito-project.github.io/aikit/) has 537 stars, 57 forks, and 40 open issues, last pushed Aug 24, 2026. Figures are from public GitHub metadata via [LLM-As-Chatbot's repository](https://github.com/deep-diver/LLM-As-Chatbot) and [aikit's repository](https://github.com/kaito-project/aikit). | | [LLM-As-Chatbot](/tools/deep-diver-llm-as-chatbot.md) | [aikit](/tools/kaito-project-aikit.md) | | --- | --- | --- | | Tagline | LLM as a Chatbot Service | Fine-tune, build, and deploy open-source LLMs easily! | | Stars | 3,319 | 537 | | Forks | 375 | 57 | | Open issues | 19 | 40 | | Language | Python | Go | | 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. | Aikit is a toolkit designed for fine-tuning, building and deploying large language models (LLMs) with an emphasis on open-source technologies. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | Developer Tools, Inference & Serving | Inference & Serving, LLM Frameworks, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [LLM-As-Chatbot](/tools/deep-diver-llm-as-chatbot.md) | [aikit](/tools/kaito-project-aikit.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Very active (96%) | | Days since push | 985d | 0d | | Open issues (now) | 19 | 40 | | Stars delta | Unknown | +3 (30d) | | Open issues delta | Unknown | -3 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/deep-diver-llm-as-chatbot/trust.md) | [trust report](/tools/kaito-project-aikit/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: aikit - **Adopt for:** Aikit is a toolkit designed for fine-tuning, building and deploying large language models (LLMs) with an emphasis on open-source technologies. ## Choose when ### Choose LLM-As-Chatbot if… - LLM-As-Chatbot is primarily Python; aikit is Go. - License: LLM-As-Chatbot is Apache-2.0, aikit 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 aikit if… - aikit is primarily Go; LLM-As-Chatbot is Python. - License: aikit is MIT, LLM-As-Chatbot is Apache-2.0. - Tags unique to aikit: ai, buildkit, chatgpt, docker. - Also covers LLM Frameworks, Model Training. - aikit ships Docker support for self-hosted deployment. - - You need a flexible solution specifically built using Go and prefer its concurrency model. ## 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 aikit - - You have a preference or requirement for Python-based tools due to the lack of native support in Aikit. - - If your deployment setup strictly uses cloud-specific platforms and you do not use Kubernetes or Docker, as Aikit heavily integrates with containerized environments like these. ## Common questions ### What is the difference between LLM-As-Chatbot and aikit? LLM-As-Chatbot: LLM as a Chatbot Service. aikit: Fine-tune, build, and deploy open-source LLMs easily!. See the comparison table for live GitHub stats and shared categories. ### When should I choose LLM-As-Chatbot over aikit? Choose LLM-As-Chatbot over aikit when LLM-As-Chatbot is primarily Python; aikit is Go; License: LLM-As-Chatbot is Apache-2.0, aikit 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 aikit over LLM-As-Chatbot? Choose aikit over LLM-As-Chatbot when aikit is primarily Go; LLM-As-Chatbot is Python; License: aikit is MIT, LLM-As-Chatbot is Apache-2.0; Tags unique to aikit: ai, buildkit, chatgpt, docker; Also covers LLM Frameworks, Model Training; aikit ships Docker support for self-hosted deployment; - You need a flexible solution specifically built using Go and prefer its concurrency model. ### 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 aikit? - You have a preference or requirement for Python-based tools due to the lack of native support in Aikit. - If your deployment setup strictly uses cloud-specific platforms and you do not use Kubernetes or Docker, as Aikit heavily integrates with containerized environments like these. ### Is LLM-As-Chatbot or aikit more popular on GitHub? LLM-As-Chatbot has more GitHub stars (3,319 vs 537). Stars measure visibility, not whether either tool fits your constraints. ### Are LLM-As-Chatbot and aikit open source? Yes - both are open-source projects on GitHub (LLM-As-Chatbot: Apache-2.0, aikit: MIT). ### Where can I find alternatives to LLM-As-Chatbot or aikit? GraphCanon lists graph-backed alternatives at [LLM-As-Chatbot alternatives](/tools/deep-diver-llm-as-chatbot/alternatives) and [aikit alternatives](/tools/kaito-project-aikit/alternatives) ([LLM-As-Chatbot markdown twin](/tools/deep-diver-llm-as-chatbot/alternatives.md), [aikit markdown twin](/tools/kaito-project-aikit/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-kaito-project-aikit.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 aikit? LLM-As-Chatbot: Dormant. aikit: 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 aikit? 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); [aikit trust report](/tools/kaito-project-aikit/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/_