* Pool larger memory batches for sparse vector search
* rework naming
* refine naming
* address great comments
* bump ADVANCE_BATCH_SIZE to use power of 2
* 16k performs bad - trying 8k
* 10k offers the best tradeoff
* Optimize sparse vector search with batched scoring
* replace roaring bitmap by id generation
* compute intersections in Vec instead of Map
* cargo update ahash@0.8.7 --precise 0.8.5
* let rustc handle the pattern match optimization
* profiling done
* remove Option and filter out zero scores
* restore integration test assertion
* filter based on min score to avoid work
* decrease batch size and cleanup posting creation
* remove outdated tests
* remove dead test - I know where to find it if I need it
* sparse vectors with large indices support
* fix unit tests
* add tracker file to snapshot
* fix unit tests
* are you happy clippy
* fix config loading
* test with max value
* fix python tests
* fix consensus tests
* review remarks; acc test for inverted index
* internal sparse vector segment configs
update openapi
fix build
provide correct index type to fixtures
internal sparse vector segment configs
update openapi
fix build
load ram sparse index from file
fix spelling
add test
spelling error
use appendable flag to decide load or not
fix conflict
dont flush mmap when file is empty
* fix build
* set list of files for snapshot
* fix snapshots test
* fix codespell
* simple save-load unit test
* refactor InvertedIndex::files
* fix unit tests
* add debug_assert
* test all persistence loading cases
* sparse vectors query scorer
plain search test without internals
fix sparse_vector_index_plain_search
fix async scorer build
fix unit tests
are you happy fmt
sparse index with full query support
fix benches, use exact flag to force plain search
add alias and comment to exact flag
fix tests
recommendations TODOs fix
add simple test
add todo
refactor index
test vs comparison dense and sparse discovery
are you happy fmt
propogate error from avg negatives
reuse filtered points list
rollback api changes
better discovery test
are you happy fmt
rollback openapi
fix build
fix tests
review remark recommendations
review remarks
review remarks
codespell
integrate plain search
Update lib/collection/src/recommendations.rs
Co-authored-by: Luis Cossío <luis.cossio@qdrant.com>
Update lib/collection/src/recommendations.rs
Co-authored-by: Luis Cossío <luis.cossio@qdrant.com>
Update lib/collection/src/recommendations.rs
Co-authored-by: Luis Cossío <luis.cossio@qdrant.com>
fix comment of plain search
Update lib/collection/src/recommendations.rs
Co-authored-by: Luis Cossío <luis.cossio@qdrant.com>
fix tests
* simplify search query function
* In HNSW graph layer building, infer right capacity on collect
* Resize with empty vector, use constant function rather than clone
* Use resize_with in other places as well
* SparseVector implements VectorIndex
* dedicated telemetry
* conflict
* easy code reviews
* simplify tracking indexed points count
* move telemetry conversion to sparse file
* move max_result_count out of inverted index trait
* unify sparse vector fixtures
* simpler conversion
* add todo regarding OOM potential
* reuse check deleted from raw scorer with TODO
* change new to open to handle mmap index
