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Added binary vectors section [skip ci]
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19
README.md
19
README.md
@@ -419,6 +419,25 @@ Use [partitioning](https://www.postgresql.org/docs/current/ddl-partitioning.html
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CREATE TABLE items (embedding vector(3), category_id int) PARTITION BY LIST(category_id);
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CREATE TABLE items (embedding vector(3), category_id int) PARTITION BY LIST(category_id);
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```
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```
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## Binary Vectors
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*Unreleased*
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Use the `bit` type to store binary vectors
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```sql
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CREATE TABLE items (id bigserial PRIMARY KEY, embedding bit(3));
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INSERT INTO items (embedding) VALUES ('000'), ('111');
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```
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Get the nearest neighbors by Hamming distance
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```sql
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SELECT * FROM items ORDER BY embedding <~> '101' LIMIT 5;
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```
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Also supports Jaccard distance (`<%>`)
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## Binary Quantization
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## Binary Quantization
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*Unreleased*
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*Unreleased*
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