# Embedding & Vector

## Articles
- [Introducing text and code embeddings](https://openai.com/index/introducing-text-and-code-embeddings/)
- [Embedding models](https://ollama.com/blog/embedding-models)
- [Get Started with Milvus Vector DB in .NET](https://devblogs.microsoft.com/dotnet/get-started-milvus-vector-db-dotnet/)
- [Introducing the ML.NET Text Classification API](https://devblogs.microsoft.com/dotnet/introducing-the-ml-dotnet-text-classification-api-preview/)
- [Introduction to Sentence Transformers](https://www.marqo.ai/course/introduction-to-sentence-transformers)
- [Automate vector search in Postgres with any Hugging Face transformer](https://tembo.io/blog/sentence-transformers)
- [How to use Chroma to store and query vector embeddings](https://stephencollins.tech/posts/how-to-use-chroma-to-store-and-query-vector-embeddings)
- [How to use Milvus to Store and Query Vector Embeddings](https://stephencollins.tech/posts/how-to-use-milvus-to-store-and-query-vector-embeddings)
- [Introduction to Vector Search and Embeddings](https://stephencollins.tech/posts/introduction-to-vector-search-and-embeddings)
- [Code Search with Vector Embeddings: A Transformer's Approach](https://stephencollins.tech/posts/code-search-with-vector-embeddings)

## Videos
- [Vector Database Explained | What is Vector Database?](https://www.youtube.com/watch?v=72XgD322wZ8)
- [OpenAI Embeddings and Vector Databases Crash Course](https://www.youtube.com/watch?v=ySus5ZS0b94)

## Libraries
- [neuml/txtai](https://github.com/neuml/txtai) -  All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
- [chroma-core/chroma](https://github.com/chroma-core/chroma) - the AI-native open-source embedding database
- [milvus-io/milvus](https://github.com/milvus-io/milvus) - A cloud-native vector database, storage for next generation AI applications
- [UKPLab/sentence-transformers](https://github.com/UKPLab/sentence-transformers/) - State-of-the-Art Text Embeddings
- [dotnet/smartcomponents](https://github.com/dotnet/smartcomponents) - Sample intelligent app features provided as reusable .NET components