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c5a9a8da50
Extract duplicated Redis URL parsing into a shared cache_config utility. Introduce ValkeyCache as a lightweight async key/value cache using valkey-glide. Wire it into A2A task handling, agent card caching, and file upload caching. Part 1/4 of Valkey storage implementation. fix: async-safe embeddings and resilient drain_writes Add bytes→float validators on MemoryRecord and ItemState to handle Valkey returning embeddings as raw bytes. Make embed_texts() safe when called from an async context by using a thread pool. Improve drain_writes() with per-save timeouts and error logging instead of raising on failure. Part 3/4 of Valkey storage implementation. feat(valkey): ValkeyStorage vector memory backend Add ValkeyStorage, a distributed StorageBackend implementation using Valkey-GLIDE with Valkey Search for vector similarity. Wire it into Memory as the 'valkey' storage option. Pin scrapegraph-py<2 to fix unrelated upstream breakage. Part 4/4 of Valkey storage implementation. fix: use datetime.utcnow() for last_accessed consistency MemoryRecord defaults use utcnow() for created_at and last_accessed. Match that in ValkeyStorage.update_record() to avoid timezone inconsistency in recency scoring. feat(valkey): shared cache config + ValkeyCache for A2A and file uploads Extract duplicated Redis URL parsing into a shared cache_config utility. Introduce ValkeyCache as a lightweight async key/value cache using valkey-glide. Wire it into A2A task handling, agent card caching, and file upload caching. Part 1/4 of Valkey storage implementation. fix: handle non-numeric database path in cache URL parsing Extract _parse_db_from_path() helper that catches ValueError for paths like /mydb and defaults to 0 with a warning, instead of crashing. fix: async-safe embeddings and resilient drain_writes Add bytes→float validators on MemoryRecord and ItemState to handle Valkey returning embeddings as raw bytes. Make embed_texts() safe when called from an async context by using a thread pool. Improve drain_writes() with per-save timeouts and error logging instead of raising on failure. Part 3/4 of Valkey storage implementation. fix: catch concurrent.futures.TimeoutError for Python 3.10 compat In Python <3.11, concurrent.futures.TimeoutError is distinct from the builtin TimeoutError. Catch both so the timeout warning path works on all supported Python versions.
crewai-files
File handling utilities for CrewAI multimodal inputs.
Supported File Types
ImageFile- PNG, JPEG, GIF, WebPPDFFile- PDF documentsTextFile- Plain text filesAudioFile- MP3, WAV, FLAC, OGG, M4AVideoFile- MP4, WebM, MOV, AVI
Usage
from crewai_files import File, ImageFile, PDFFile
# Auto-detect file type
file = File(source="document.pdf") # Resolves to PDFFile
# Or use specific types
image = ImageFile(source="chart.png")
pdf = PDFFile(source="report.pdf")
Passing Files to Crews
crew.kickoff(
input_files={"chart": ImageFile(source="chart.png")}
)
Passing Files to Tasks
task = Task(
description="Analyze the chart",
expected_output="Analysis",
agent=agent,
input_files=[ImageFile(source="chart.png")],
)