Unstructured text processing

The methodology of transforming unstructured text into structured, machine-readable formats.

LangExtract: An open-source Python library developed by Google for Information Extraction using gemini models.
- Optimized for specific, non-generative tasks to avoid the overhead and challenges associated with using general-purpose LLMs.
- Provides an alternative approach to traditional NLP-based workflows, such as named-entity-recognition (NER), sentiment-analysis, and text classification.
NotebookLM: Features Data Table Generation, allowing users to transform sources (YouTube, websites, files) into structured tables by defining specific columns and extraction parameters.

Source Notes