(Day 190) Learning about evaluating vector search engines for RAG apps
July 9, 2024
Hello :) Today is Day 190!
A quick summary of today:
- covered Module 3: vector search from the LLM zoomcamp
(Day 189) I finished the Car Insurance Fraud MLOps project. Thank you MLOps zoomcamp for teaching me so much!
July 8, 2024
Hello :) Today is Day 189!
A quick summary of today:
- completed the project and wrote project description
(Day 188) Setting up automatically updated monitoring UI using streamlit
July 7, 2024
Hello :) Today is Day 188!
A quick summary of today:
- setting up postgres properly
- creating and hosting a monitoring interface using streamlit
- creating a Grafana dashboard
- setting up a batch model prediction flow in prefect
(Day 187) Setting up postgres, pgAdmin, Grafana and FastAPI to run in Docker
July 6, 2024
Hello :) Today is Day 187!
A quick summary of today:
- creating a docker container with postgres db, pgadmin, grafana and fastapi
- a small Glaswegian project update
(Day 186) Prefect cloud, model serving with FastAPI, and SHAP values
July 5, 2024
Hello :) Today is Day 186!
A quick summary of today:
- using FastAPI for model serving, and running it in Docker
- starting to think about model monitoring
(Day 185) Using prefect as my orchestrator for my MLOps project
July 4, 2024
Hello :) Today is Day 185!
A quick summary of today:
- creating a flow for model training
- creating a flow for uploading data to GCS