semantic-search

Problem: It is pretty challenging to find resource material and valuable articles, videos and such, and we spend a lot of time searching and finding the appropriate resource for us.

Proposed solution: Faceted search can come a long way when looking for a quick way to find a solution designed for our needs. Ratings on the resource can help us select the best solution based on our search

When users run our tutorial notebooks, there are quite many convoluted log messages.

For example, there is the log message regarding apex and others:

"INFO - haystack.document_stores.base -  Numba not found, replacing njit() with no-op implementation. Enable it with 'pip install numba'.\n",
"INFO - haystack.modeling.model.optimization -  apex not found, won't use it. See https://nvidia.g

Describe the bug

Elastiknn exceptions do not extend ElasticsearchException, so they seem to always be turned into a 500, when a 4xx would often be more appropriate.

Expected behavior

• When a query is incompatible with a mapping, use an exception that will get converted to a 400 response code. [See code where exception is initialized.](https://github.com/alexklibisz/elastiknn/blob

Is your feature request related to a problem? Please describe.
Support for multiple languages is required keeping with the essence of FOSS.

Describe the solution you'd like
Contributors who can understand English well enough and also native language to translate contents of the repository.
Add a separate FOLDER containing translations of the entire README.md with name README_Spanish/

The doc2query model to increase the ranking performance based on ideas from the https://arxiv.org/abs/2004.14503.

KoBART is used instead of T5 due to Korean performance issues.

Opened training data

• https://huggingface.co/datasets/squad_kor_v2