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February 24, 2025 · Los Angeles

Open-webui

Learn how to use Open‑WebUI to integrate multiple local or API LLMs with a RAG pipeline, reducing costs and enabling multi‑user, web‑based deployment.

Overview

How to leverage multiple LLM’s (local or api endpoint) within a polished framework

live demo arxiv rag pipeline I’ve been developing using a pipelines solution

Links

https://github.com/open-webui/open-webui
Self-hosted AI platform supporting Ollama, OpenAI, RAG, and Docker deployment.
https://gist.github.com/thistleknot/e91cff6517accb7aa623a3c1e3eb61bb
This Llama Index RAG pipeline retrieves full papers using PGVector, Mistral.

Tech stack