Static RAG Is Dead — Here’s How to Make It Real-Time

Static RAG is great… until your data gets old.

I built a lightweight real-time pipeline in Python:
→ query search engine via API
→ extract top results
→ convert into prompt-ready context

No heavy infra. Just fresh data + smarter retrieval.

https://levelup.gitconnected.com/how-to-build-a-real-time-data-pipeline-for-rag-in-python-using-bright-datas-serp-api-dc70b32ded37?sk=25fe69c96c14ddc9f2f3aa5b6e2c2f76