AI-Agent-Askus

Conda Environment

conda env create --name ai-agent-askus --file environment.yml
conda activate ai-agent-askus

Conda Update Environment

conda env update --file environment.yml --prune

Config File

# Config for ITS RAG
embedding: "dunzhang/stella_en_1.5B_v5" # Hugging Face embedding model, additional libraries may need to be installed to use other models
llm: "gemma2:27b" # Ollama model https://ollama.com/search

Load Database

This may take a while depending on which embedding model you use.

cd model
python reload_database.py

Start Langgraph API

cd model
python agent_demo.py

Start Webserver

cd web
npm install
npm run dev

Run Web Scraper

cd web-scraper
scrapy crawl manoa -O data/urls.json

Starting Neo4j Docker Container

docker run \
    --publish=7474:7474 --publish=7687:7687 \
    --volume=$HOME/neo4j/data:/data \
    neo4j