neural-search
https://github.com/opensearch-project/neural-search
Java
Plugin that adds dense neural retrieval into the OpenSearch ecosytem
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- Issues
- [PROPOSAL] Automatic Adjustment of Combination Weights in Hybrid Search
- [Feature] Framework to check the impact of a new commit in the repo on query performance (Neural Query, Hybrid Query, Neural Sparse Query)
- [PROPOSAL] Streaming results from shards to coordinator node during hybrid query execution to improve performance
- [PROPOSAL] Query Expansion using LLMs
- [FEATURE] Indexing with offline batch inference
- [Performance Optimization] Shard level search - optimize for special cases
- [FEATURE] Add support for microbenchmarks
- [META] Enhance stability and sustainability of hybrid query
- [FEATURE] Improve Hybrid Search for multiple Indices based searches
- Add ITs to check embeddings are updated when using TextEmbeddingProcessors in document reindex/update scenarios
- Docs
- Java not yet supported