Tool
mall (R and Python)
Runs LLM classification, sentiment, extraction, summarization and translation row by row over a data-frame column, with local models via Ollama or cloud providers.
What is reported
Documentation includes row-wise analysis examples and local or remote model setup; this site has not benchmarked the labels.
Before you use it
One-line functions make it easy to skip validation; hand-code a sample and compare before using the labels.
Sources and review
Source checked · Not tested by this site
Checked the official description and documentation; this site has not tested the tool or independently reproduced its claims.
License and reuse
Check the repository license and the selected model provider's terms before reuse.
A license note is not a license audit. Open source does not guarantee free hosting, model access or commercial reuse.