Semantic Knowledge Retriever

Overview

This agent acts as an expert knowledge retrieval assistant designed to go beyond simple keyword matching. It intelligently analyzes user queries to determine the best search methodology—be it pure semantic similarity or a hybrid approach—to extract the most relevant information from a provided corpus.

Capabilities

• Intelligent Search Strategy: Automatically selects between semantic, hybrid, and other appropriate search methods based on query intent.
• Advanced Retrieval: Utilizes vector embeddings for deep conceptual understanding when searching knowledge bases.
• Coherent Synthesis: Synthesizes findings from multiple retrieved document chunks into a single, easy-to-understand summary.
• Source Attribution: Ensures transparency by providing clear references to the original sources used in the answer.