Prompts & Schema Integrations

Prompts are the primary interface between your application and language models. Managing them as hardcoded strings works for prototypes, but production systems need versioning, validation, and reuse. These guides cover loading templates from files and community hubs, validating structured data at application boundaries, and bridging data between Go and Python services.

Guide	Description
LangChain Hub Prompt Loading	Load community prompt templates from LangChain Hub
Filesystem Template Store	Manage prompt templates as files with caching and version control
JSON Schema Validation	Validate message and document structures using JSON Schema
Pydantic / Go Struct Bridge	Bridge data exchange between Python Pydantic models and Go structs