convex-patterns

You can integrate LLMs with Convex reactive queries by applying reference patterns for streaming updates and state management. These patterns reduce boilerplate by providing ready-to-use orchestration logic for real-time, AI-assisted applications.

Core Convex primitives for real-time apps include Documents, Queries, Functions, and Auth. These primitives form the foundation for managing state, securing access, and orchestrating live data workflows.

Yes, Convex patterns support building chatbots, dashboards, and real-time workflows. The patterns provide secure access controls, reactive queries, and streaming updates specifically designed for these interactive use cases.

You handle streaming updates in a Convex application by implementing the reactive and streaming patterns provided. These patterns enable live data synchronization and AI-assisted decision making through orchestrated, real-time queries.

Convex supports secure access controls through its Auth primitives and reference patterns. These patterns ensure secure data retrieval and conversations across real-time workflows with integrated LLM capabilities.

The best way to reduce boilerplate is by using Convex reference patterns for documents, queries, and functions. These patterns provide example-driven guidance and pre-built orchestration logic for reactive, AI-enabled applications.