Best Self-Hosted AI Chat in 2026
Conversational AI assistants and chatbot tools for answering questions, generating content, and automating tasks.
The top-rated pick is Ollama with 174,917 GitHub stars.
5 self-hosted ai chat — ranked by GitHub stars. Browse all
Ollama
Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, Mistral Small 3.1 and other large language models.
Open WebUI
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
Lobe Chat
🤯 Lobe Chat - an open-source, modern design AI chat framework. Supports multiple AI providers (OpenAI / Claude 4 / Gemini / DeepSeek / Ollama / Qwen), Knowledge Base (file upload / RAG ), one click install MCP Marketplace and Artifacts / Thinking. One-click FREE deployment of your private AI Agent application.
Open Notebook
Open-source, privacy-first alternative to Google NotebookLM with multi-model AI support, podcast generation, and self-hosting.
Onyx
Open-source AI chat and enterprise search platform with RAG that works with every LLM.
GleanWhy self-host?
Self-hosting puts you in control. You own your data, avoid vendor lock-in, and eliminate recurring subscription costs. For teams handling sensitive data or operating under strict compliance requirements, running your own infrastructure is often the only viable option.