cognee/evals/eval_framework/benchmark_adapters/base_benchmark_adapter.py
hajdul88 6a0c0e3ef8
feat: Cognee evaluation framework development (#498)
<!-- .github/pull_request_template.md -->

This PR contains the evaluation framework development for cognee

## DCO Affirmation
I affirm that all code in every commit of this pull request conforms to
the terms of the Topoteretes Developer Certificate of Origin


<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit

- **New Features**
- Expanded evaluation framework now integrates asynchronous corpus
building, question answering, and performance evaluation with adaptive
benchmarks for improved metrics (correctness, exact match, and F1
score).

- **Infrastructure**
- Added database integration for persistent storage of questions,
answers, and metrics.
- Launched an interactive metrics dashboard featuring advanced
visualizations.
- Introduced an automated testing workflow for continuous quality
assurance.

- **Documentation**
  - Updated guidelines for generating concise, clear answers.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
2025-02-11 16:31:54 +01:00

8 lines
223 B
Python

from abc import ABC, abstractmethod
from typing import List, Optional
class BaseBenchmarkAdapter(ABC):
@abstractmethod
def load_corpus(self, limit: Optional[int] = None, seed: int = 42) -> List[str]:
pass