A Real-time Retrieval System for RAG on Social Media Data

Use a streaming engine to populate a vector DB in real-time. Improve RAG accuracy using rerank & UMAP.

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In this article, you will learn how to build a real-time retrieval system for social media data. In our example, we will use only my LinkedIn posts, but our implementation can easily be extended to…