edubruell / tidyllm

An tidy interface to large language model APIs for R
https://edubruell.github.io/tidyllm/
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Use-case vignettes for tidyllm #11

Closed edubruell closed 1 month ago

edubruell commented 1 month ago

Description: Develop three use-case-oriented vignettes to demonstrate how tidyllm can be used in real-world scenarios. The vignettes will cover the following:

  1. Explain how to query PDF documents and return structured answers using LLMs. Include examples with JSON outputs and reasonable post-processing
  2. Show an use-case of automatically labeling images with multimodal models.
  3. Demonstrate synthetic data generation for questionnaires, witth large language model reponses
edubruell commented 1 month ago

We also need a vignette on embeddings and how to use them.

edubruell commented 1 month ago

Did the last of these for now. Another batch on extracting data from historical documents and working with embedding models will come sometime in November.