feat: add structured output support with Pydantic models#10
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yashranaway wants to merge 2 commits intodigitalocean:mainfrom
Open
feat: add structured output support with Pydantic models#10yashranaway wants to merge 2 commits intodigitalocean:mainfrom
yashranaway wants to merge 2 commits intodigitalocean:mainfrom
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- Add with_structured_output() method to ChatGradient - Support Pydantic model validation and JSON parsing - Include comprehensive error handling and type safety - Add unit and integration tests - Update documentation with examples
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Pull Request Overview
This PR adds structured output support to ChatGradient, enabling automatic parsing of LLM responses into validated Pydantic models through a new with_structured_output() method. This feature provides type-safe, validated data extraction similar to OpenAI's structured output API.
Key Changes:
- Implements
StructuredOutputRunnableclass with JSON extraction and Pydantic validation - Adds
with_structured_output()method to ChatGradient for creating structured output runnables - Includes comprehensive error handling with
StructuredOutputErrorexception
Reviewed Changes
Copilot reviewed 6 out of 6 changed files in this pull request and generated 2 comments.
Show a summary per file
| File | Description |
|---|---|
| langchain_gradient/chat_models.py | Implements core structured output functionality with StructuredOutputRunnable class and with_structured_output() method |
| langchain_gradient/init.py | Exports new StructuredOutputError and StructuredOutputRunnable classes |
| tests/unit_tests/test_structured_output.py | Comprehensive unit tests covering JSON extraction, parsing, validation, and error handling |
| tests/integration_tests/test_structured_output_integration.py | Integration tests with real API calls for various structured output scenarios |
| examples/structured_output_example.py | Demonstration examples showing different use cases of structured output |
| README.md | Documentation for structured output feature with usage examples and supported features |
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Author
|
@bnarasimha21 anything i can update |
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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fixes #8