Add OpenAI .NET Cookbook Samples - Githubissues

Azure-Samples / openai

The repository for all Azure OpenAI Samples complementing the OpenAI cookbook.

https://aka.ms/azure-openai

MIT License

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Add OpenAI .NET Cookbook Samples #45

Open luisquintanilla opened 11 months ago

luisquintanilla commented 11 months ago

Document organization

/Basic_Samples//Dotnet

P0

Embeddings

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

Vector DBs

[ ] Get started Azure Cognitive Search
[x] Get started with Milvus @luisquintanilla
[ ] Get started with Redis
[ ] Getting started pgVector
[x] Get started with Qdrant

Whisper

[x] Whisper processing guide ( see pr #55 ) @colombod
[x] Whisper prompting guide ( see pr #55 ) @colombod

Functions

[x] ChatGPT Function calling to find nearby places @colombod
[ ] Call ChatGPT functions for knowledge retrieval @colombod

Other

[x] Zero Shot Classification @colombod
[x] Entity extraction long documents @colombod
[ ] #50
[x] #51

P1

Chat

[x] Chat @colombod
[x] 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

[x] ChatGPT Functions @colombod

Other

[x] Dall-E @colombod
[ ] Financial document analysis with LlamaIndex

P2

Embeddings

[ ] Customize embeddings
[ ] Visualize Embeddings using force layout and similarity

Finetuning

Other

[x] Clustering @colombod
[ ] Clustering for transaction classification
[ ] Multiclass classification for transactions
[ ] Build a tool agent using Semantic Kernel

luisquintanilla commented 11 months ago

Embeddings notebooks completed as part of #47