NLP-Manifestos

Action plan

• Embeddings: Comparative experimentation between S-BERT and OpenAI Embeddings (text-embedding-ada-002 or text-embedding-3-small)

Proposed technology stacks

• .Net (ML.Net Package) https://dotnet.microsoft.com/en-us/learn/ml-dotnet/get-started-tutorial/install
  • Pros: Only require dataset without in-depth ML algorithmn knowledge. (Model builder will take care of it)

References

• Hands-on ML.Net tutorial https://learn.microsoft.com/en-us/training/modules/predictive-maintenance-model-builder/5-exercise-train-model-builder
• Microsoft Repo https://github.com/dotnet/machinelearning-samples/