Personalized Agentic RAG

This repo contains the code for running the Personalized Agentic RAG in dev and prd:

1. dev: A development environment running locally on docker
2. prd: A production environment running on AWS ECS

Setup Workspace

1. Clone the git repo

from the agentic-rag dir:

2. Create + activate a virtual env:

python3 -m venv aienv
source aienv/bin/activate

3. Install phidata:

pip install 'phidata[aws]'

4. Setup workspace:

phi ws setup

5. Copy workspace/example_secrets to workspace/secrets:

cp -r workspace/example_secrets workspace/secrets

6. Optional: Create .env file:

cp example.env .env

Run Agentic RAG locally

1. Install docker desktop

2. Export credentials

We use gpt-4o as the LLM, so export your OpenAI API Key

export OPENAI_API_KEY=sk-***

• To use Exa for research, export your EXA_API_KEY (get it from here)

export EXA_API_KEY=xxx

OR set them in the .env file

3. Start the workspace using:

phi ws up

• Open localhost:8501 to view the Streamlit App.
• If FastApi is enabled, Open localhost:8000/docs to view the FastApi docs.

4. Stop the workspace using:

phi ws down