cognee/evals
lxobr bee04cad86
Feat/cog 1331 modal run eval (#576)
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## Description
- Split metrics dashboard into two modules: calculator (statistics) and
generator (visualization)
- Added aggregate metrics as a new phase in evaluation pipeline
- Created modal example to run multiple evaluations in parallel and
collect results into a single combined output
## 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**
- Enhanced metrics reporting with improved visualizations, including
histogram and confidence interval plots.
- Introduced an asynchronous evaluation process that supports parallel
execution and streamlined result aggregation.
- Added new configuration options to control metrics calculation and
aggregated output storage.

- **Refactor**
- Restructured dashboard generation and evaluation workflows into a more
modular, maintainable design.
- Improved error handling and logging for better feedback during
evaluation processes.

- **Bug Fixes**
- Updated test cases to ensure accurate validation of the new dashboard
generation and metrics calculation functionalities.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
2025-03-03 14:22:32 +01:00
..
cloud Add -y to setup_ubuntu_instance.sh commands and update EC2_README 2024-11-29 11:30:39 +01:00
eval_framework Feat/cog 1331 modal run eval (#576) 2025-03-03 14:22:32 +01:00
test_datasets/initial_test Updated evals, added falkordb 2024-05-20 14:41:08 +02:00
__init__.py add test for linter 2024-05-25 22:18:07 +02:00
deepeval_metrics.py Feat/cog 950 improve metric selection (#435) 2025-01-15 10:45:55 +01:00
EC2_README.md Add code formating to usermod command 2024-11-29 11:30:39 +01:00
eval_on_hotpot.py feat: Add gemini support [COG-1023] (#485) 2025-01-31 18:03:23 +01:00
eval_swe_bench.py Feat/cog 1365 unify retrievers (#572) 2025-02-27 12:13:21 +01:00
eval_utils.py ruff format 2025-01-05 19:09:08 +01:00
generate_test_set.py Fix linter issues 2025-01-05 19:48:35 +01:00
multimetric_qa_eval_run.py Feat: [COG-1074] fix multimetric eval bug (#463) 2025-01-28 13:05:22 +01:00
official_hotpot_metrics.py Incremental eval of cognee pipeline (#445) 2025-01-17 14:16:48 +01:00
promptfoo_config_template.yaml Feat/cog 950 improve metric selection (#435) 2025-01-15 10:45:55 +01:00
promptfoo_metrics.py Feat: Save and load contexts and answers for eval (#462) 2025-01-22 16:17:01 +01:00
promptfoo_wrapper.py Feat/cog 950 improve metric selection (#435) 2025-01-15 10:45:55 +01:00
promptfooprompt.json Feat/cog 950 improve metric selection (#435) 2025-01-15 10:45:55 +01:00
qa_context_provider_utils.py Transition to new retrievers, update searches (#585) 2025-02-27 15:25:24 +01:00
qa_dataset_utils.py Feat/cog 950 improve metric selection (#435) 2025-01-15 10:45:55 +01:00
qa_eval_parameters.json feat: Add gemini support [COG-1023] (#485) 2025-01-31 18:03:23 +01:00
qa_eval_utils.py Feat: [COG-1074] fix multimetric eval bug (#463) 2025-01-28 13:05:22 +01:00
qa_metrics_utils.py Run eval on a set of parameters and save them as png and json (#443) 2025-01-17 00:18:51 +01:00
run_qa_eval.py Feat: Save and load contexts and answers for eval (#462) 2025-01-22 16:17:01 +01:00
simple_rag_vs_cognee_eval.py refactor: Refactor search so graph completion is used by default (#505) 2025-02-07 17:16:34 +01:00