neural-search
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opensearch-project
Plugin that adds dense neural retrieval into the OpenSearch ecosytem
### Is your feature request related to a problem? Currently hybrid query clause doesn't support adding of a top level filter query clause which leads to adding of duplicate filters...
### Description With the launch of OpenSearch 2.10 we added support for `hybrid` query clause with Normalization and Score Combination processor. Given that in information retrieval space there can be...
### What is the bug? The instructions to start working on the neural-search plugin in the [DEVELOPER_GUIDE.md](https://github.com/opensearch-project/neural-search/blob/main/DEVELOPER_GUIDE.md) seem to be outdated. Cloning the repo and `./gradlew build`ing it will result...
### Is your feature request related to a problem? In the use cases of semantic search with filtering, its possible to operate on granular tenets. In these cases, Exact Search/Bruteforce...
### Is your feature request related to a problem? Currently it's possible to include hybrid query as part of the most of compound queries, like `function_score`. That is a problem...
### Is your feature request related to a problem? No ### What solution would you like? I would like to have a highlighter that supports the neural search capability. It...
[FEATURE] Treat . in the field name as a nested field in the fields map of text embedding processor
### Is your feature request related to a problem? This is related to customer created Github issue: https://github.com/opensearch-project/neural-search/issues/109 The following configuration using a nested source field, embeddings are not computed,...
### Description This change implements [https://github.com/opensearch-project/neural-search/issues/376](https://github.com/opensearch-project/neural-search/issues/376) - Add z-score for hybrid query normalization processor - Add IT that test normalization end to end ### Issues Resolved Resolving [https://github.com/opensearch-project/neural-search/issues/376](https://github.com/opensearch-project/neural-search/issues/376) ### Check...
### What is the bug? Neural-search is using ml-commons APIs [here](https://github.com/opensearch-project/neural-search/blob/main/src/main/java/org/opensearch/neuralsearch/ml/MLCommonsClientAccessor.java#L143). There can be a case when the cluster doesn't have ml-commons installed and can return in failure of these...
### Is your feature request related to a problem? Today the content for the text and images for mutimodal semantic search is provided directly with the request in form of...
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Plugin that adds dense neural retrieval into the OpenSearch ecosytem