Vector Database News - Latest Updates & Discussions

Introducing the File Search Tool in Gemini API

blog.google • Nov 06, 2025

File Search is a fully managed Retrieval Augmented Generation (RAG) system built directly into the Gemini API....

Fyra's Brief

Gemini API has launched the File Search Tool, a fully managed RAG system that simplifies and accelerates file-based searches, providing accurate and relevant results.

Why it matters:

The File Search Tool's integration into Gemini API simplifies and accelerates file-based searches for developers, offering a scalable solution for building accurate AI models.

Developer Tools

Make Sense of Video Analytics by Integrating NVIDIA AI Blueprints

developer.nvidia.com • Nov 03, 2025

Organizations are increasingly seeking ways to extract insights from video, audio, and other complex data sources. Retrieval-augmented generation (RAG...

Fyra's Brief

NVIDIA has presented an integrated approach for enriching video analysis and summarization using the AI Blueprint for video search and summarization and the AI Blueprint for retrieval-augmented generation. This method supplements video understanding with reliable, context-rich enterprise data, resulting in deeper insights for business-critical applications.

Why it matters:

This approach offers a promising solution for enhancing video analysis with AI-powered insights, enabling developers to supplement video understanding with reliable enterprise data and unlock deeper business insights.

Developer Tools

SAP’s AI Model “sap-rpt-1” is a Research Project, Not a Revolution

pub.towardsai.net • Yesterday

The FACTSThis week, SAP celebrates TechEd, its annual technology conference.In it, one of the announcements is that SAP’s research division made its f...