Update README.md

Author: griffio

README.md

@@ -28,6 +28,16 @@ sqldelight {
 ```
 
 ```sql
+
+CREATE TABLE items (
+    id BIGSERIAL PRIMARY KEY,
+    embedding VECTOR(3)
+);
+
+CREATE INDEX idx_embedding_hnsw ON items USING hnsw (embedding vector_l2_ops);
+
+CREATE INDEX idx_embedding_ivfflat ON items USING ivfflat (embedding vector_l2_ops) WITH (lists = 100);
+
 insert:
 INSERT INTO items (embedding) VALUES ('[1,2,3]'), ('[4,5,6]');
 
@@ -46,20 +56,20 @@ SELECT subvector(?::VECTOR, 1, 3);
 
 selectCosineDistance:
 SELECT cosine_distance('[1,1]'::VECTOR, '[-1,-1]');
+
+selectBinaryQuantize:
+SELECT binary_quantize('[0,0.1,-0.2,-0.3,0.4,0.5,0.6,-0.7,0.8,-0.9,1]'::VECTOR);
 ```
 
 **TODO**
 
 Query Operators https://github.com/pgvector/pgvector/tree/master?tab=readme-ov-file#querying
 
-
 There are problems extending an existing grammar through more than one level of inheritance. This would require fixes to
-https://github.com/sqldelight/Grammar-Kit-Composer
+https://github.com/sqldelight/Grammar-Kit-Composer - Such that, when adding to an existing type (e.g. data type) concatenation of PostgreSql types is required
 
 SqlDelight needs this fix https://github.com/sqldelight/sqldelight/pull/5625 for the module resolver to be the first
 
-Duplication of PostgreSql data types are required unless external parser rules are created manually
-
 PostgreSqlTypeResolver needs to be inherited rather than use delegation as needs polymorphic calls