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https://github.com/crewAIInc/crewAI.git
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c960f26601
0b3f00e6 chore: update project version to 0.73.0 and revise uv.lock dependencies (#455) ad19b074 feat: replace embedchain with native crewai adapter (#451) git-subtree-dir: packages/tools git-subtree-split: 0b3f00e67c0dae24d188c292dc99759fd1c841f7
30 lines
1.0 KiB
Python
30 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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