neural-search

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[FEATURE] Allow more content type for neural query with multimodal

2

### Is your feature request related to a problem? Currently neural-search supports text and image fields for generation of embeddings in both ingestion and search. Content can be of other...

martin-gaievski

[FEATURE] OpenSearch Feature Brief - Multimodal Search Support for Neural Search

3

What are you proposing? We’re adding multimodal (text and image) search support to our Neural Search experience. This capability will enable users to add multimodal search capabilities to OpenSearch-powered applications...

dylan-tong-aws

[FEATURE] Multiple embeddings in one data ingestion request

1

### Is your feature request related to a problem? Currently neural-search text_image_processor allows a single document field to be defined for each image and text mapping. A single field can...

martin-gaievski

### Description The current while interacting with ML Commons is very simple, we retry 3 times and then fail the request. This is very naive and doesn't scale well with...

navneet1v

Add integration test for reindex

7

We found some bug when reindex a non-KNN index to KNN index with neural-search ingest pipeline. We fixed this issue https://github.com/opensearch-project/ml-commons/pull/1418. It will be best if neural-search can have some...

ylwu-amzn

[FEATURE] Add z-score for the normalization processor

7

### Is your feature request related to a problem? _Currently the normalization processor doesn't support z-score which is a popular technique and according in some instances produces superior results to...

samuel-oci

Hybrid search scoring is dependent on number of results requested

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### What is the bug? Documents that would not get surfaced by individual subqueries in the hybrid query, but which would have good hybrid scores, do not get surfaced unless...

HenryL27

### Is your feature request related to a problem? Search engines have been offering hit highlighting for years. Highlighting matching terms helps end users understand why a particular search result...

Jon-AtAWS

### Is your feature request related to a problem? Add support for Predefine Normalization processor pipeline ### What solution would you like? While installing the neural search OpenSearch should have...

navneet1v

### Is your feature request related to a problem? There is no way of setting min score for a hit in the final result list from Hybrid query, as well...

martin-gaievski