Add OpenAI .NET Cookbook Samples

[luisquintanilla]

Document organization

/Basic_Samples//Dotnet

P0

Embeddings

• Embeddings @colombod
• Embedding long input text @colombod
• Get embeddings from a dataset @colombod
• Embedding Wikipedia articles for search @colombod
• Semantic text search using embeddings @colombod
• Question answering using embeddings @colombod

Vector DBs

• Get started Azure Cognitive Search
• Get started with Milvus @luisquintanilla
• Get started with Redis
• Getting started pgVector
• Get started with Qdrant

Whisper

• Whisper processing guide ( see pr start with whisper #55 ) @colombod
• Whisper prompting guide ( see pr start with whisper #55 ) @colombod

Functions

• ChatGPT Function calling to find nearby places @colombod
• Call ChatGPT functions for knowledge retrieval @colombod

Other

• Zero Shot Classification @colombod
• Entity extraction long documents @colombod
• Add azd deployment infra #50
• Add Dev Container configuration #51

P1

Chat

• Chat @colombod
• Chat with your data @colombod

Embeddings

• Visualize Embeddings 2D
• Regression using embeddings
• Classification using embeddings
• Search reranking with cross-encoders
• Elastic Search Semantic Search

Vector DBs

• Using Pinecone for embedding search
• Elastic Search RAG

Functions

• ChatGPT Functions @colombod

Other

• Dall-E @colombod
• Financial document analysis with LlamaIndex

P2

Embeddings

• Customize embeddings
• Visualize Embeddings using force layout and similarity

Finetuning

• Chat finetuning data prep
• Finetune chat models
• Finetuned RAG with Qdrant

Other

• Clustering @colombod
• Clustering for transaction classification
• Multiclass classification for transactions
• Build a tool agent using Semantic Kernel

[luisquintanilla]

Embeddings notebooks completed as part of #47