PoC Demo HyDE with Phi-3 in C#

The code in this repository is not production ready but demonstrates the concepts.

This repository contains a simple semantic search Blazor application leveraging Hypothetical Document Embeddings. Slides (german) are available too.

• Assumes a working CUDA/cuDNN installation
• Assumes models can be downloaded to D:\hf and below (subfolders will be created)
• Assumes corpus embedding vectors can be saved to files inside D:\docs
• Assumes some repos to be available:
  • https://github.com/dotnet/docs at D:\docs\dotnet-docs
  • https://github.com/dotnet/AspNetCore.Docs at D:\docs\aspnetcore
  • https://github.com/dotnet/EntityFramework.Docs at D:\docs\ef
  • https://github.com/npgsql/doc at D:\docs\npgsql
• CorpusEmbedder's progress reporting is partly broken but that does not affect it's main purpose