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289b90f00a
* feat: add crewai-tools workspace structure * Squashed 'temp-crewai-tools/' content from commit 9bae5633 git-subtree-dir: temp-crewai-tools git-subtree-split: 9bae56339096cb70f03873e600192bd2cd207ac9 * feat: configure crewai-tools workspace package with dependencies * fix: apply ruff auto-formatting to crewai-tools code * chore: update lockfile * fix: don't allow tool tests yet * fix: comment out extra pytest flags for now * fix: remove conflicting conftest.py from crewai-tools tests * fix: resolve dependency conflicts and test issues - Pin vcrpy to 7.0.0 to fix pytest-recording compatibility - Comment out types-requests to resolve urllib3 conflict - Update requests requirement in crewai-tools to >=2.32.0
32 lines
1.0 KiB
Python
32 lines
1.0 KiB
Python
import hashlib
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from typing import Any
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def compute_sha256(content: str) -> str:
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return hashlib.sha256(content.encode("utf-8")).hexdigest()
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def sanitize_metadata_for_chromadb(metadata: dict[str, Any]) -> dict[str, Any]:
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"""Sanitize metadata to ensure ChromaDB compatibility.
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ChromaDB only accepts str, int, float, or bool values in metadata.
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This function converts other types to strings.
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Args:
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metadata: Dictionary of metadata to sanitize
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Returns:
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Sanitized metadata dictionary with only ChromaDB-compatible types
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"""
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sanitized = {}
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for key, value in metadata.items():
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if isinstance(value, (str, int, float, bool)) or value is None:
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sanitized[key] = value
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elif isinstance(value, (list, tuple)):
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# Convert lists/tuples to pipe-separated strings
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sanitized[key] = " | ".join(str(v) for v in value)
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else:
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# Convert other types to string
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sanitized[key] = str(value)
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return sanitized
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