Tracking issue for sparse vector GA

[agourlay]

Here is the list of outstanding tasks required to ship the sparse vector feature

• more integration tests
  • Sparse vectors sanity integration checks #3126
  • Sparse vectors sanity consensus checks #3127
  • Integration test for sparse vector post processing #3138
  • Test sparse vector configuration update #3159
• finish plain search through inverted index
  • Plain search for inverted index #3113
  • Plain search by ids in sparse vector inverted index #3161
• basic recommendation based on plain search
  • Sparse vectors advanced search api support #3128
• immutable RAM inverted index is persisted
  • Sparse index persistence #3131
  • Internal sparse configs for segment #3168
  • Load non-appendable ram sparse vector index from file #3154
• fix optimizer for index on_disk
  • Estimate sparse vector dimension for optimizer #3142
  • Fix optimizer change sparse index on disk #3143
  • Optimizer detects on_disk update sparse vector index #3160
• fix mmap index snapshot
  • Fix sparse mmap snapshot #3166
• finish Python client and local mode
  • Sparse vectors API and local mode qdrant-client#378
  • New public sparse vector configuration qdrant-client#393
• Rust client
  • Update v1.7.0 rust-client#80
• BFB that can generate sparse vectors
  • sparse vectors support bfb#20
• Typescript client
  • V1.7.0 qdrant-js#56
• run sparse search benchmarks one last time for sanity check
• documentation
  • Sparse vectors documentation landing_page#445

[IvanPleshkov]

persistence PR: #3131
recommendations, discovery, ect PR: #3128