We made a tutorial on Semantic Embeddings and Neural Search.
With this guide, you will build your semantic search service from scratch.
You won't need any complicated training of the neural network. Moreover, you can do all preparation steps in the Google Colab notebook.
Tutorial includes:
- What is the Neural Search?
- Getting embeddings from BERT Encoder
- Using vector search engine Qdrant
- Creating an API server with FastAPI.
If you want to learn how to build projects like this, the tutorial is for you.
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