RAG

Official docs for installing and running Open WebUI across platforms—popular local RP chat shell with RAG.

Full-stack local chat app (desktop & server) with multi-user workspaces and RAG; solid base for private RP worlds.

Modern self-hosted chat UI for local models (Ollama/OpenAI-compatible) with histories, file/RAG, tools—great RP shell.

Low-code AI agent/RAG builder with starter templates for multi-agent flows.

Templates, apps, and plugins for agentic workflows, RAG, and tools in Dify.

Programmable guardrails (topic control, PII, jailbreak prevention) for LLM apps.

Custom chatbots that answer from your documentation, websites, and files with easy embedding.

Purpose-built AI answers for technical product docs; deploy on web, Slack, or Discord with citations.

Developer-focused AI search and chat trained on your documentation and knowledge sources.

Intelligent enterprise search that returns precise, source-backed answers from your internal repositories.

Unified platform and Mosaic AI frameworks to build data-aware agents and orchestrate workflows.

Open platform to design AI apps and drag-and-drop workflows, agents, and RAG pipelines.

Low-code builder to compose agentic and RAG workflows with broad LLM and tool support.

Train a chatbot on your docs and sites to answer user or team questions instantly.

Open-source framework for retrieval, pipelines, and chat over files (on-prem friendly).