Adding Instructor-Based Response Model Feature to Model Adapters#52
Draft
Adding Instructor-Based Response Model Feature to Model Adapters#52
Conversation
Integrate the instructor library to provide validated structured outputs from LLM calls. ModelAdapter.chat() now accepts a response_model parameter (any Pydantic BaseModel), with _structured_chat() implemented across all four provider adapters (OpenAI, Anthropic, Google GenAI, LiteLLM). Simplifies simulators by replacing ~150 lines of manual JSON extraction and retry logic with instructor's automatic validation and retries. Adds maseval.core.instructor module with helpers for creating instructor-patched clients and flattening Pydantic schemas. PR: #49
* bugfix enables passing generation parameters to model adapter for google genai.
* fixed bug in model adapter * added test
Coverage report
Click to see where and how coverage changed
This report was generated by python-coverage-comment-action |
||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Collaborator
Author
|
waiting for 567-labs/instructor#2210 |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Description
Type of Change
Checklist
Contribution
Documentation
docs/(if applicable)Changelog
CHANGELOG.mdunder[Unreleased]sectionExample:
- Support for multi-agent tracing (PR:#123)Architecture (if applicable)
maseval/core/do NOT import frommaseval/interface/Additional Notes