The Flow
The green Flow zones illustrate the minimal steps necessary for the semantic search. But you can go further with the yellow and red Flow zones!
EXPLORE!This reusable example project shows how to create a semantic search user interface in Dataiku.
Explore This Sample Project
Search Interface
The project shows how to create a semantic search user interface for your own dataset.
EXPLORE!
Embeddings Computation
The project leverages a pre-trained semantic similarity model which can compute a vector representation of each document.
EXPLORE!
Indexing
Additional processing steps can enable exact keyword search or a more efficient similarity search for the vector representations of the documents.
EXPLORE!
Leveraging Elasticsearch
Optionally, for more advanced search features or for better scalability, an Elasticsearch instance can be used as a backend.
EXPLORE!