feat: enable agents to analyze S3 datasets with comprehensive data loader#343
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akash-satpute-comprinno wants to merge 1 commit intostrands-agents:mainfrom
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- Add comprehensive S3 data loading tool for agents - Support 11 operations: describe, shape, columns, head, query, sample, info, unique, list_files, batch_load, compare - Support 6 file formats: CSV, Parquet, JSON, Excel, TSV, TXT with auto-detection - Include batch processing: multi-file operations, S3 listing, pattern matching - Add 29 unit tests with 100% pass rate and integration tests - Update dependencies: boto3, pandas, pyarrow, openpyxl - Add comprehensive documentation and usage examples - Performance optimized with pagination and limits - Ready for immediate impact on data-heavy agents
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Description
Comprehensive S3 data loader tool that enables agents to seamlessly work with S3-stored datasets. Solves the problem of
agents lacking streamlined access to S3 data analysis capabilities.
Key Features:
Related Issues
Documentation PR
Type of Change
New Tool
Testing
How have you tested the change?
hatch run prepareChecklist
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