fix: ragas evaluator - column mapping, embeddings param, venv setup - #3
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Kos-M wants to merge 3 commits into
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fix: ragas evaluator - column mapping, embeddings param, venv setup#3Kos-M wants to merge 3 commits into
Kos-M wants to merge 3 commits into
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…tion warnings Root cause: litellm 1.88.1 has a bug where the SupportedPromptIntegrations enum is missing ARIZE_PHOENIX but arize/__init__.py tries to access it, causing AttributeError on any import chain touching litellm (e.g., agent.py -> strands -> litellm). Fixes: - Pin litellm==1.85.5 (confirmed working version without the bug) - Update ragas metric imports from ragas.metrics to ragas.metrics.collections to remove deprecation warnings (ragas 0.4.3 API)
litellm==1.85.5 requires: - fastuuid>=0.14.0 (was pinned to 0.13.5) - openai>=2.20.0 (was pinned to 2.2.0) Updated both to minimum compatible versions to resolve ResolutionImpossible errors.
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Summary
Fixed the RAGAS evaluator in the acg_protocol project. The root cause was a litellm version incompatibility — version 1.88.1 has a bug where
SupportedPromptIntegrationsenum is missingARIZE_PHOENIXbut the arize module tries to access it, causingAttributeErroron any import chain touching litellm (agent.py → strands → litellm).Also fixed deprecated ragas metric imports.
Changes
Setup
Bug Fixes
requirements.txt:litellm==1.85.5(working version without the ARIZE_PHOENIX enum bug)src/ragas_evaluator.py:ragas.metricstoragas.metrics.collections(ragas 0.4.x API)embeddings=ragas_embeddingstoevaluate()callsrc/evaluation_data.py(previous commit):question→user_input,contexts→retrieved_contexts,answer→responseVerification
user_input,retrieved_contexts,response,referenceall match API requirements