QualityRankembedMustangMustangRankEmbedInfo

Quality RankembedQuality Signal

GoogleApi.ContentWarehouse.V1.Model.QualityRankembedMustangMustangRankEmbedInfo

10
out of 10
Critical
SEO Impact
Used as Mustang attachment DO NOT: - ACCESS THE PROTO FIELDS DIRECTLY - USE THE DECODING LIBRARY IN quality/rankembed/mustang/fixed_point_decoding_helpers.h INSTEAD. - USE HARDCODED MustangRankEmbedInfo TEXT PROTOS IN TESTS! USE quality/rankembed/test_utils/mustang_rankembed_info_utils.h INSTEAD.

SEO Analysis

AI Generated

This model (Quality Rankembed Mustang Mustang Rank Embed Info) contains 7 attributes that define its data structure. Key functionality includes: Each of the repeated elements in this field has the same scheme as 'fixed_point_encoding'; See go/rankembed-astro-rule-set-dd

Actionable Insights for SEOs

  • Monitor for changes in rankings that may correlate with updates to this system
  • Consider how your content strategy aligns with what this signal evaluates

Attributes

7
Sort:|Filter:
additionalFixedPointEncodingsstring
Default: nilFull type: list(String.t

Each of the repeated elements in this field has the same scheme as 'fixed_point_encoding'; See go/rankembed-astro-rule-set-dd

compressedDocumentEmbeddingQualityRankembedMustangMustangRankEmbedInfoCompressedEmbedding →
Default: nilFull type: GoogleApi.ContentWarehouse.V1.Model.QualityRankembedMustangMustangRankEmbedInfoCompressedEmbedding.t

Each uint64 encodes 8 8-bit values for the quantized document embedding

fixedPointEncodingstring
Default: nilFull type: String.t

This field replaces the above 3 "per-encoding-type-fields", where the encoding type (and the embedding type) are part of the encoding, and is stored in the first byte. The remaining bytes are the same as the previous 3 fields, but shifted by 1 byte. - byte[0]: encoding type & embedding type - byte[1....]: similar to the above depending on the encoding type.

scaledFixedPoint4Encodingstring
Default: nilFull type: String.t

- byte[0]: version - bytes[1...4]: scalar - bytes[5,...]: the values, one byte per 2 values

scaledFixedPoint8Encodingstring
Default: nilFull type: String.t

- byte[0]: version - bytes[1...4]: scalar - bytes[5,...]: the values, one byte per value

scaledShiftedFixedPoint4Encodingstring
Default: nilFull type: String.t

- byte[0]: version - bytes[1...4]: scalar - bytes[5...8]: shift - bytes[9,...]: the values, one byte per 2 values

versionAndImprovInfointeger(
Default: nil

First 7 bits encode the version, then each chunk of 5 bits encode the index of a potential improv query (lsb to msb) -------|-----|-----|-----|-----|----- version| id1 | id2 | id3 | id4 | id5 where id1 is the index of the first improv query in the improv debug table. As of cl/270008220, this field only contains the version info. For backward compatibility, version still only uses the first 7 bits, and is still prepended by 5 1 bits.