AI RAG Solutions

Enterprise RAG System

Implemented a sophisticated Retrieval-Augmented Generation system for processing and retrieving information from millions of financial documents.

🎯Challenge

The client needed to efficiently process, index, and retrieve information from vast amounts of financial documents while ensuring accuracy and compliance.

💡Solution

We developed a multi-stage RAG system with advanced vector search, dynamic context window management, and intelligent query reformulation.

Key Features

✓Multi-vector hybrid search

✓Dynamic context handling

✓Semantic chunking

✓Real-time index updates

✓Compliance filtering

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