Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Add out-of-the-box pipelines and components for common NLP / LLM use case #55

Closed
jenniferjiangkells opened this issue Sep 16, 2024 · 0 comments · Fixed by #95
Closed
Assignees
Labels
Component: Framework Issue/PR that addresses core framework functionality Issue: Feature Request ✨ New feature or improvement to existing feature

Comments

@jenniferjiangkells
Copy link
Member

jenniferjiangkells commented Sep 16, 2024

Components:

  • LLM (local)
  • Postprocessing
  • StructuredGeneration (? - possibly roll this in LLM with outline)
  • VectorStorage (out-of-scope - separate concern to langchain)
  • Preprocessing (out-of-scope - separate concern to spacy)

Pipelines (subclass base pipeline):

  • QAPipeline - e.g. medical Q&A, chatbot applications, patient education, physician training
  • CodingPipeline - e.g. medical coding tasks, MiADE / MedCAT
  • SummarizationPipeline - e.g. discharge summary generation, clinical documentation / ambient AI applications
  • CustomPipeline - other

These will be completed as part of #78:

  • HFTransformer
  • SpacyNLP
  • Langchain
  • Sklearn (out-of-scope - future)
@jenniferjiangkells jenniferjiangkells added Issue: Feature Request ✨ New feature or improvement to existing feature Component: Framework Issue/PR that addresses core framework functionality labels Sep 16, 2024
@jenniferjiangkells jenniferjiangkells self-assigned this Sep 16, 2024
@jenniferjiangkells jenniferjiangkells changed the title Add implementations of LLM / NLP pipelines and components Add specific implementations of LLM / NLP pipelines and components Sep 18, 2024
@jenniferjiangkells jenniferjiangkells changed the title Add specific implementations of LLM / NLP pipelines and components Add out-of-the box pipelines of LLM / NLP pipelines and components Sep 20, 2024
@jenniferjiangkells jenniferjiangkells changed the title Add out-of-the box pipelines of LLM / NLP pipelines and components Add out-of-the-box pipelines of LLM / NLP pipelines and components Sep 23, 2024
@jenniferjiangkells jenniferjiangkells changed the title Add out-of-the-box pipelines of LLM / NLP pipelines and components Add out-of-the-box pipelines and components for common NLP / LLM use case Sep 23, 2024
@jenniferjiangkells jenniferjiangkells linked a pull request Oct 14, 2024 that will close this issue
7 tasks
@jenniferjiangkells jenniferjiangkells removed a link to a pull request Oct 14, 2024
7 tasks
@github-project-automation github-project-automation bot moved this from In progress to Done in HealthChain Nov 20, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
Component: Framework Issue/PR that addresses core framework functionality Issue: Feature Request ✨ New feature or improvement to existing feature
Projects
Status: Done
Development

Successfully merging a pull request may close this issue.

1 participant