How Infosys built a generative AI solution to process oil and gas drilling data with Amazon Bedrock
Machine Learning Blog
Infosys developed a generative AI solution using Amazon Bedrock to process complex oil and gas drilling data, addressing challenges in multimodal document processing across technical domains.
- Solution uses advanced Retrieval-Augmented Generation (RAG) with multiple innovative approaches
- Processes diverse document types including text, images, charts, and technical diagrams
- Key technologies include Amazon Bedrock, OpenSearch Serverless, and Cohere embeddings
- Implemented parent-child chunking and hybrid search strategies for improved information retrieval
- Achieved 92% retrieval accuracy and reduced document processing costs by 40-50%
The solution demonstrates how generative AI can transform complex technical document analysis by understanding context, technical terminology, and maintaining sophisticated information relationships.
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