TODO:
- Create volumes for Codegemma & Phi3 RAG
- Finish fleshing out agentic logic via LangChain in Streamlit app.py
- Rework password & auth
- Add in RBAC
This project is aimed at creating a local, Dockerized environment for ML and DevOps projects. In order to maintain a robust security posture, I intend to integrate +1 of the following: Renovate, DependaBot, Trivy, and Copa
docker-compose run --build- Ollama:
curl -X POST http://localhost:11434/api/generate -d '{ "model": "phi3:medium", "prompt": "What is the capital of Zimbabwe?" }'- Running a new model:
docker exec -it ollama ollama run llama3
- Running a new model:
- Neo4j:
http://localhost:7474(default http endpoint)
- .gitignore from GitHub: https://github.com/github/gitignore/tree/main
- Create an automatically updating CHANGELOG
- CloudFlared registry key on Windows host: [HKEY_LOCAL_MACHINE\SYSTEM\CurrentControlSet\Services\EventLog\Application\Cloudflared]
- To get the dependencies for a particular Python module:
pip show <module_name> - Creating new certificates for TLS:
openssl req -x509 -nodes -days 365 -newkey rsa:2048 -keyout ./Nginx/certificates/dev.elatedmaniac.io.key -out ./Nginx/certificates/dev.elatedmaniac.io.crt -subj "/C=GR/ST=Attica/L=Athens/O=Olympus/OU=Gods/CN=dev.elatedmaniac.io" - Using Mermaid in Drawio: https://www.drawio.com/blog/mermaid-diagrams
- Converting fonts to other formats
- Button styling
- OAuth + Jupyter: https://tljh.jupyter.org/en/latest/howto/auth/google.html
- Explanation of Nginx as a reverse-proxy: https://medium.com/globant/understanding-nginx-as-a-reverse-proxy-564f76e856b2
- HTTP/2 in Nginx: https://www.tutorialspoint.com/how-to-enable-http2-0-in-nginx