8ec1e48ff6
* QA eval dataset as argument, with hotpot and 2wikimultihop as options. Json schema validation for datasets. * Load dataset file by filename, outsource utilities * restructure metric selection * Add comprehensiveness, diversity and empowerment metrics * add promptfoo as an option * refactor RAG solution in eval;2C * LLM as a judge metrics implemented in a uniform way * Use requests.get instead of wget * clean up promptfoo config template * minor fixes * get promptfoo path instead of hardcoding * minor fixes * Add LLM as a judge prompts * Support 4 different rag options in eval * Minor refactor and logger usage * Run eval on a set of parameters and save results as json and png * script for running all param combinations * bugfix in simple rag * potential fix: single asyncio run * temp fix: exclude insights * Remove insights, have single asyncio run, refactor --------- Co-authored-by: lxobr <122801072+lxobr@users.noreply.github.com> |
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| .. | ||
| cloud | ||
| test_datasets/initial_test | ||
| __init__.py | ||
| deepeval_metrics.py | ||
| EC2_README.md | ||
| eval_on_hotpot.py | ||
| eval_swe_bench.py | ||
| eval_utils.py | ||
| generate_test_set.py | ||
| official_hotpot_metrics.py | ||
| promptfoo_config_template.yaml | ||
| promptfoo_metrics.py | ||
| promptfoo_wrapper.py | ||
| promptfooprompt.json | ||
| qa_context_provider_utils.py | ||
| qa_dataset_utils.py | ||
| qa_eval_parameters.json | ||
| qa_eval_utils.py | ||
| qa_metrics_utils.py | ||
| run_qa_eval.py | ||
| simple_rag_vs_cognee_eval.py | ||