Skip to main content

One post tagged with "dense"

View All Tags

Building A Smarter Search with Hybrid RAG using Vector Databases

· 8 min read
Pooja M
Intern

Beyond Keyword Matching​

From Keywords To Context

Imagine searching for a document using the phrase: "How can I improve application performance?"

You know the information exists, but the search system returns little or nothing useful because the document contains terms such as "latency optimization," "resource utilization," or "performance tuning" instead of the exact words used in the query.

The information is relevant. The wording is simply different.

This is one of the biggest limitations of traditional search systems, especially when working with large volumes of technical or domain-specific data.