Revolutionizing RAG: Why Gemini File Search Tool is the great RAG-as-a-Service

An in-depth look at the Gemini API File Search Tool, a managed RAG solution that simplifies retrieval pipelines, offers semantic search, and provides built-in citations, making it easier for developers to build grounded AI applications.

November 19, 2025 · 5 min · 959 words · Sabit Shaikholla
Corrective RAG structure

Enhancing LLM Agent Reliability with Corrective RAG and OpenEvals

Learn how combining Corrective RAG and OpenEvals enables LLM agents to verify their sources and answers, resulting in more accurate and reliable AI responses.

May 20, 2025 · 13 min · 2690 words · Sabit Shaikholla

AI Document Analysis Engine using RAG

A type-safe AI document analysis engine built with RAG

March 2, 2025 · 7 min · 1310 words · Sabit Shaikholla

AI News Research Agent

A type-safe AI news research agent built with Pydantic-AI, Gemini 2.0 Flash, and Tavily Search

February 19, 2025 · 3 min · 513 words · Sabit Shaikholla