sections: meta: title: Meta desc: TODO constructors: title: Constructors desc: TODO op: title: Operations desc: TODO distance: title: Distance functions desc: TODO quantization: title: Quantization desc: TODO functions: vec_version: params: [] section: meta desc: Returns a version string of the current `sqlite-vec` installation. example: select vec_version(); vec_debug: params: [] section: meta desc: Returns debugging information of the current `sqlite-vec` installation. example: select vec_debug(); vec_f32: params: [vector] section: constructors desc: | Creates a float vector from a BLOB or JSON text. If a BLOB is provided, the length must be divisible by 4, as a float takes up 4 bytes of space each. The returned value is a BLOB with 4 bytes per element, with a special [subtype](https://www.sqlite.org/c3ref/result_subtype.html) of `223`. example: - select vec_f32('[.1, .2, .3, 4]'); - select subtype(vec_f32('[.1, .2, .3, 4]')); - select vec_f32(X'AABBCCDD'); - select vec_to_json(vec_f32(X'AABBCCDD')); - select vec_f32(X'AA'); vec_int8: params: [vector] section: constructors desc: | Creates a 8-bit integer vector from a BLOB or JSON text. If a BLOB is provided, the length must be divisible by 4, as a float takes up 4 bytes of space each. If JSON text is provided, each element must be an integer between -128 and 127 inclusive. The returned value is a BLOB with 1 byte per element, with a special [subtype](https://www.sqlite.org/c3ref/result_subtype.html) of `225`. example: - select vec_int8('[1, 2, 3, 4]'); - select subtype(vec_int8('[1, 2, 3, 4]')); - select vec_int8(X'AABBCCDD'); - select vec_to_json(vec_int8(X'AABBCCDD')); - select vec_int8('[999]'); vec_bit: params: [vector] section: constructors desc: | Creates a binary vector from a BLOB. The returned value is a BLOB with 4 bytes per element, with a special [subtype](https://www.sqlite.org/c3ref/result_subtype.html) of `224`. example: - select vec_bit(X'F0'); - select subtype(vec_bit(X'F0')); - select vec_to_json(vec_bit(X'F0')); vec_length: params: [vector] section: op desc: | Returns the number of elements in the given vector. The vector can be `JSON`, `BLOB`, or the result of a [constructor function](#constructors). This function will return an error if `vector` is invalid. example: - select vec_length('[.1, .2]'); - select vec_length(X'AABBCCDD'); - select vec_length(vec_int8(X'AABBCCDD')); - select vec_length(vec_bit(X'AABBCCDD')); - select vec_length(X'CCDD'); vec_add: params: [a, b] section: op desc: | Adds every element in vector `a` with vector `b`, returning a new vector `c`. Both vectors must be of the same type and same length. Only `float32` and `int8` vectors are supported. An error is raised if either `a` or `b` are invalid, or if they are not the same type or same length. example: - | select vec_add( '[.1, .2, .3]', '[.4, .5, .6]' ); - | select vec_to_json( vec_add( '[.1, .2, .3]', '[.4, .5, .6]' ) ); - | select vec_to_json( vec_add( vec_int8('[1, 2, 3]'), vec_int8('[4, 5, 6]') ) ); - select vec_add('[.1]', vec_int8('[1]')); - select vec_add(vec_bit(X'AA'), vec_bit(X'BB')); vec_sub: params: [a, b] section: op desc: x example: - | select vec_sub( '[.1, .2, .3]', '[.4, .5, .6]' ); - | select vec_to_json( vec_sub( '[.1, .2, .3]', '[.4, .5, .6]' ) ); - | select vec_to_json( vec_sub( vec_int8('[1, 2, 3]'), vec_int8('[4, 5, 6]') ) ); - select vec_sub('[.1]', vec_int8('[1]')); - select vec_sub(vec_bit(X'AA'), vec_bit(X'BB')); vec_normalize: params: [vector] section: op desc: x example: select 'todo'; vec_slice: params: [vector, start, end] section: op desc: x example: select 'todo'; vec_to_json: params: [vector] section: op desc: x example: select 'todo'; vec_distance_cosine: params: [a, b] section: distance desc: x example: select 'todo'; vec_distance_hamming: params: [a, b] section: distance desc: x example: select 'todo'; vec_distance_l2: params: [a, b] section: distance desc: x example: select 'todo'; vec_quantize_binary: params: [vector] section: quantization desc: x example: select 'todo'; vec_quantize_i8: params: [vector, "[start]", "[end]"] section: quantization desc: x example: select 'todo'; #table_functions: # vec_each: # columns: [rowid, value] # inputs: ["vector"] # desc: # example: # vec_npy_each: # columns: [rowid, vector] # inputs: ["input"] # desc: # example: #virtual_tables: # vec0: # desc: # example: #entrypoints: # sqlite3_vec_init: {} # sqlite3_vec_fs_read_init: {} #compile_options: # - SQLITE_VEC_ENABLE_AVX # - SQLITE_VEC_ENABLE_NEON # - SQLITE_VEC_OMIT_FS #