* Add ASCII folding to tokenization process
Introduced an optional ASCII folding feature within the `TokensProcessor` to normalize non-ASCII characters to their ASCII equivalents. Updated tests and documentation to reflect the changes.
* Refactor tokenization code for improved readability and maintainability
Reorganized and reformatted the tokenization module, including `TokensProcessor` initialization and ASCII folding mappings for better clarity. Updated tests to align with the changes.
* Update test cases to reflect optional tokenizer settings changes
Adjusted `ascii_folding`, `lowercase`, and `phrase_matching` settings in tests to `None` where applicable, aligning with updates in tokenizer configuration defaults.
* address review remarks
* fix codespell
* thx coderabbit
* Don't copy tokens that are already ASCII
* Shrink folded string to fit
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Co-authored-by: Luis Cossío <luis.cossio@outlook.com>
Co-authored-by: timvisee <tim@visee.me>
* wip: generalization trait for queries
* implement generalization for point operations
* fmt
* log priority queue
* wip: SlowRequestsListener
* fmt
* fix clippy
* simplify generalization
* fmt
* implement collection of requests profiles for update API
* implement API for viewing slow requests log
* add collection name to update worker
* add datetime to log
* fmt
* probabilistic counter of unique requests
* rename
* compute hash before converting into json value
* move logable out of generalizable
* fmt
* log query request
* fmt
* some fixes
* move measurement into local shard
* fmt
* upd openapi (not important)
* For enum variants, has discriminant
* Make SearchParams Copy
* Hash 0.0 and -0.0 the same
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
* Correctly hash enum variants and float values
* Hash through ordered float instead
* Fix priority queue not keeping longest request for hash
* SearchParams implements Copy
* Fix clippy warning
* Add unordered_hash_unique
* skip serialization if none
* Use OrderedFloat for hashing a float
* Use OrderedFloat for hashing a float
* only log updates if they are performed
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Co-authored-by: timvisee <tim@visee.me>
Co-authored-by: Tim Visée <tim+github@visee.me>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
Co-authored-by: xzfc <xzfcpw@gmail.com>
* [strict-mode] Add max number of payload index count
* improve docs and validation for StrictModeConfig
* fix from coderabbit
* test blocking access to payload indexes
* polish test
* Remove deprecated vectors count from collection info
* Remove vectors count from shard info
* Update OpenAPI and gRPC spec
* Remove vectors count from example
* make sure that grpc::Vector can always use new format
* specify target version for ToDo
* Update lib/api/src/conversions/vectors.rs
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Co-authored-by: Luis Cossío <luis.cossio@outlook.com>
* internal implementation for filter any
* implement api for match `text_any`
* allow naive implementation of text match any
* dedup after kmerge + renames
* improve `expected_should_estimation`
* congruence test
* openapi test
* setup index in each test
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Co-authored-by: Luis Cossío <luis.cossio@outlook.com>
* allow custom K parameter for RRF
* generate grpc docs and openapi
* use tagged type approach for parametrized fusions
* use params approach in grpc
* simplify api structure
* upd schema
* nits
* rest: parameterized rrf as query variant
* consistency in doc comments
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Co-authored-by: Andrey Vasnetsov <andrey@vasnetsov.com>
* make bm25 parameters compatible with default fastembed params
* bm25 params in openapi schema
* fmt
* improve bm25 config deserialization
* more explicit docstring for disabling english
* Retain more closed segments
* Add back rocksdb
* Update WalOptions/WalConfig across the code
* Use NonZeroUsize
* Expose via APIs
* Update gRPC docs
* Fix stoarge compat test
* recompile openapi.json with rocksdb
* default wal retain closed fn
* update openapi.json
* Use qdrant/wal latest commit and remove from config.yaml
* Deprecate init_from
* Mark memmap_threshold as deprecated
* Mark locks API as deprecated
* Mark RBAC collection access payload filter as deprecated
* Allow deprecations in tests and benchmarks
* expose mmr in rest and grpc
* fix referenced vectors in mmr queries
* rename to MmrInput in grpc for consistency
* mmr is now an optional parameter of nearest query
* fix score_threshold at local shard
* fix conversion of rest -> collection
* fix and refactor planned query
* nits
* rename `lambda` to `diversity` in interface
* handle score_threshold within mmr calculation
* add openapi test
* fix candidate limit at collection level
* candidate_limit -> candidates_limit
* finish rename to candidates_limit
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Co-authored-by: generall <andrey@vasnetsov.com>
* add mmr as a ScoringQuery
* add mmr to CollectionQueryRequest
* handle mmr after collecting from shards
* use unwrap_or_else
* include mmr as a vector query
* ordering for MMR is None
* fix score threshold
* fmt + todo comment
* remove unused function
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Co-authored-by: generall <andrey@vasnetsov.com>
* add `"match": { "phrase": ... }` condition
* gen grpc and openapi
* [phrase matching] expose `phrase_matching` flag in rest and grpc (#6620)
* expose setting in rest and grpc
* phrase matching openapi test
* regen openapi
* [phrase matching] Text index fixes (#6730)
* allow rocksdb-based immutable text index
* fix repeated-token phrases
* fmt
* Update OpenAPI spec
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Co-authored-by: timvisee <tim@visee.me>
* add repeated word case in openapi test
* [phrase match | strict mode] Allow phrase condition when enabled in index (#6749)
* allow phrase filter when index is present
* prettier error message
* clippppppy
---------
Co-authored-by: timvisee <tim@visee.me>
* Add function for validating legacy collection names
* Apply legacy collection name validation everywhere
* Add more validation to gRPC endpoints
* Adjust tests
* bq encodings
* are you happy clippy
* are you happy clippy
* are you happy clippy
* are you happy clippy
* gpu tests
* update models
* are you happy fmt
* move additional bits to the end
* fix tests
* Welford's Algorithm
* review remarks
* are you happy clippy
* remove debug println in test
* coderabit nitpicks
* remove unnecessary clone and partialeq
* Use f64 for Welford's Algorithm
* try fix ci
* revert cargo-nextest
* add debug assertions
* Add stopwords support
* Update codespell configuration and improve stopword assertion message
* Add stopwords schema to OpenAPI definition
* Rename StopwordsOption to StopwordsInterface
* Add stopwords support for multiple languages
* Update codespell configuration to skip all Rust files in stop_words directory
* Normalize stopwords to lowercase during insertion
* Add language aliases for stopwords
* + grpc
* Unspecified Language
* clippy fmt
* openapi
* Refactor to use BTreeSet
* update tokenizer test to include custom stopwords with contractions
* simplified grpc StopwordsInterface
* alias for languages
* use `lowercase` flag for stop word normalizing
* grpc: enum -> string
* consistent naming
* Remove UnspecifiedLanguage and use From for conversions
* fix conversions
* fmt
* use stopwords inside different tokenizer
* use ahash
* fix tests
* fix no-rocks-db feature
* simplify code and fix test
* update test
* fix clippy
* fmt
---------
Co-authored-by: generall <andrey@vasnetsov.com>
* Flag index selector
* Flag take_database_snapshot
* Flag field index builder
* Flag bool index
* Flag full text index
* Flag geo index
* Flag map index
* Feature flag numeric index
* Flag skip_rocksdb
* Flag payload storage
* Flag segment
* Flag builder
* Flag backup
* Make RocksDB crate optional
* Tweak feature flag gate
* Disable default segment crate features from all dependents
* Handle flag in collection crate correctly
* Flag payload storage types in tests
* Temporarily disable on-disk check for sparse vectors
* Flag sparse vector RocksDB in GPU code
* Fix compilation error since recent merge
* Flag payload storage types in new function
* remove todo
* Explicitly implement default to more clearly state difference
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Co-authored-by: generall <andrey@vasnetsov.com>
