@@ -36,14 +36,51 @@ public class VectorFieldArgs<K> extends FieldArgs<K> {
3636 * Vector similarity index algorithms.
3737 */
3838 public enum Algorithm {
39+
3940 /**
4041 * Brute force algorithm.
4142 */
4243 FLAT ,
4344 /**
4445 * Hierarchical, navigable, small world algorithm.
4546 */
46- HNSW
47+ HNSW ,
48+ /**
49+ * SVS-VAMANA algorithm provides high-performance approximate vector search optimized for specific use cases with
50+ * advanced compression and optimization features.
51+ *
52+ * <p>
53+ * Characteristics:
54+ * <ul>
55+ * <li>High-performance approximate search</li>
56+ * <li>Support for vector compression (LVQ, LeanVec)</li>
57+ * <li>Configurable graph construction and search parameters</li>
58+ * <li>Optimized for Intel platforms with fallback support</li>
59+ * </ul>
60+ *
61+ * <p>
62+ * Note: This algorithm may have specific requirements and limitations. Consult the Redis documentation for detailed
63+ * usage guidelines.
64+ *
65+ * @since Redis 8.2
66+ */
67+ SVS_VAMANA ("SVS-VAMANA" );
68+
69+ private final String redisName ;
70+
71+ Algorithm () {
72+ this .redisName = name ();
73+ }
74+
75+ Algorithm (String redisName ) {
76+ this .redisName = redisName ;
77+ }
78+
79+ @ Override
80+ public String toString () {
81+ return redisName ;
82+ }
83+
4784 }
4885
4986 /**
@@ -169,13 +206,32 @@ public Builder<K> flat() {
169206
170207 /**
171208 * Use the HNSW (hierarchical, navigable, small world) algorithm.
172- *
209+ *
173210 * @return the instance of the {@link Builder} for the purpose of method chaining
174211 */
175212 public Builder <K > hnsw () {
176213 return algorithm (Algorithm .HNSW );
177214 }
178215
216+ /**
217+ * Use the SVS-VAMANA algorithm for high-performance approximate vector search.
218+ *
219+ * <p>
220+ * SVS-VAMANA provides advanced features including:
221+ * <ul>
222+ * <li>Vector compression support (LVQ, LeanVec)</li>
223+ * <li>Configurable graph construction parameters</li>
224+ * <li>Runtime search optimization</li>
225+ * <li>Intel platform optimizations</li>
226+ * </ul>
227+ *
228+ * @return the instance of the {@link Builder} for the purpose of method chaining
229+ * @since Redis 8.2
230+ */
231+ public Builder <K > svsVamana () {
232+ return algorithm (Algorithm .SVS_VAMANA );
233+ }
234+
179235 /**
180236 * Set the vector data type.
181237 *
@@ -211,7 +267,7 @@ public Builder<K> distanceMetric(DistanceMetric metric) {
211267
212268 /**
213269 * Add a custom attribute.
214- *
270+ *
215271 * @param name the attribute name
216272 * @param value the attribute value
217273 * @return the instance of the {@link Builder} for the purpose of method chaining
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