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Multimodal Swarm-Based RAG for Domains Specific

A versatile, multi-agent system combining text and images to provide deep, accurate, and context-aware information for a wide range of fields.

Domains

Multiple Fields of Expertise

Our RAG system is trained to navigate the unique terminologies and complex data of distinct, high-stakes domains. Click any domain to try the demo.

Features

Advanced Information Retrieval System

Our system combines cutting-edge technologies to deliver comprehensive insights across all fields.

Swarm-Based Multi-Agent System

Specialized agents collaboratively query diverse knowledge bases from medical databases to classical Islamic texts to retrieve and synthesize the most relevant information.

Multimodal Integration

Processes both textual and visual data, including research papers, notes, image, and documents for comprehensive analysis.

Retrieval-Augmented Generation

Combines information retrieval with generative AI to provide accurate, context-aware answers with verifiable citations from both medical journals and scholarly Islamic sources.

Technology Stack

Powered by Cutting-Edge Technologies

Flask
Swarm-Based Agent
ChromaDB
Gemini