DeveloperWeek 2025

Anushrut Gupta, Hasura, Senior Product Manager

Integrating LLMs with real-time data often leads to complex integrations, security issues, and prolonged development cycles. This session introduces an innovative approach to building actionable AI applications that seamlessly interact with real-time data, focusing on three key concepts:

1. Unified Data Query Layer:
- Simplify data access by connecting various data sources into a single, coherent layer.
- Provide a consistent interface to streamline integration and reduce complexity.

2. Programmatic Runtime:
- Define data retrieval and processing logic within a secure, sandboxed environment.
- Incorporate advanced operations and business logic without extensive boilerplate code.

3. Structured Memory for LLMs:
- Offer LLMs structured access to data, reducing errors and context loss.
- Enable complex tasks like real-time data classification and summarization within AI applications.