Add out-of-the-box pipelines and components for common NLP / LLM use case #55
Labels
Component: Framework
Issue/PR that addresses core framework functionality
Issue: Feature Request ✨
New feature or improvement to existing feature
Milestone
Components:
LLM
(local)Postprocessing
StructuredGeneration
(? - possibly roll this in LLM with outline)(out-of-scope - separate concern to langchain)VectorStorage
(out-of-scope - separate concern to spacy)Preprocessing
Pipelines (subclass base pipeline):
QAPipeline
- e.g. medical Q&A, chatbot applications, patient education, physician trainingCodingPipeline
- e.g. medical coding tasks, MiADE / MedCATSummarizationPipeline
- e.g. discharge summary generation, clinical documentation / ambient AI applicationsCustomPipeline
- otherThese will be completed as part of #78:
HFTransformer
SpacyNLP
Langchain
(out-of-scope - future)Sklearn
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