The Challenge of Unstructured Output
By default, LLMs return text. For an agent to take action (like updating a database or calling an API), it needs structured data. **Output Parsers** bridge this gap by providing instructions to the model on how to format its response and then converting that response into a usable programming object.
Using Pydantic for Validation
The most powerful parser in LangChain is the