IMOKURI / RAG-with-MLDE

LLM RAG System with MLDE

Home Page:https://rag-with-mlde-demo.streamlit.app/

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

LLM-RAG-with-MLDE

LLM RAG System with MLDE

Architecture

RAG System Architecture

Index Generation

Index Generation

Retrieval Index

Index Retrieval

Showcase

Screenshot

Prerequisite

docker create network rag-system

How to Run

Build container images

make build

Start LLM

make up-fastchat-controller
make up-fastchat-model-worker
make up-fastchat-api-server

Start determined cluster

make up-determined

Create Embedding DB

make run-inference

Start RAG System

make up-rag

About

LLM RAG System with MLDE

https://rag-with-mlde-demo.streamlit.app/

License:MIT License


Languages

Language:Python 92.9%Language:Makefile 5.4%Language:Dockerfile 1.7%