Soham Sarkar - Software Engineer | Couchbase Blog

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All posts by Soham Sarkar - Software Engineer

Can Text-to-SQL Benchmarks Work on Document Databases? A Couchbase Architecture Case Study
Can Text-to-SQL Benchmarks Work on Document Databases? A Couchbase Architecture Case Study

Executive Summary Industry-standard text-to-SQL benchmarks are designed for relational, structured databases. However, not all real-world data workloads are confined to relational systems. Modern AI-driven query platforms increasingly operate on document-oriented data stores such as Couchbase, where schemas are flexible and...

Polaris: AI-Powered Conversational Data Intelligence for the Enterprise Through a Multi-Agent Architecture
Polaris: AI-Powered Conversational Data Intelligence for the Enterprise Through a Multi-Agent Architecture

Polaris leverages a multi-agent architecture that enable users to interact with their enterprise data through an intuitive, conversational interface.