GitHub - huggingface/datatrove: Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.
Clean & curate your data with LLMs
databonsai is a Python library that uses LLMs to perform data cleaning tasks.
Features
databonsai is a Python library that uses LLMs to perform data cleaning tasks.
Features
- Suite of tools for data processing using LLMs including categorization, transformation, and extraction
- Validation of LLM outputs
- Batch processing for token savings
- Retry logic with exponential backoff for handling rate limits an
databonsai • GitHub - databonsai/databonsai: clean & curate your data with LLMs.
However, the Hadoop platform has little security, backup, version control, or other data management hygiene functions, so it’s suited only for data exploration and short-term storage of nonessential, nonsecure data.
Thomas H. Davenport • Big Data at Work: Dispelling the Myths, Uncovering the Opportunities
Dense Discovery – Issue 305
densediscovery.com
Tweetscape
tweetscape.co
dbt Labs
research.contrary.com