This repository contains code for performing semantic search using sentence-transformers/multi-qa-MiniLM-L6-cos-v1 and EmbeddingRetriever.
To use this code, you will need to install the following Python packages:
pip install qdrant-haystack
pip install farm-haystack[inference]To run the code, simply open the ipynb file in jupyter notebook or jupyter lab and run each cell.
This will search the Qdrant for documents that are similar to the query and return the results.
To learn more about how to use this code or about semantic search, please read this blog Semantic Search Using Haystack.