Fix Redis Search (#2392)

mem0-ts/package.json

@@ -1,6 +1,6 @@
 {
   "name": "mem0ai",
-  "version": "2.1.4",
+  "version": "2.1.5",
   "description": "The Memory Layer For Your AI Apps",
   "main": "./dist/index.js",
   "module": "./dist/index.mjs",

mem0-ts/src/oss/src/vector_stores/redis.ts

@@ -62,7 +62,7 @@ interface RedisDocument {
     run_id?: string;
     user_id?: string;
     metadata?: string;
-    vector_score?: number;
+    __vector_score?: number;
   };
 }
 
@@ -108,6 +108,30 @@ const EXCLUDED_KEYS = new Set([
   "updated_at",
 ]);
 
+// Utility function to convert object keys to snake_case
+function toSnakeCase(obj: Record<string, any>): Record<string, any> {
+  if (typeof obj !== "object" || obj === null) return obj;
+
+  return Object.fromEntries(
+    Object.entries(obj).map(([key, value]) => [
+      key.replace(/[A-Z]/g, (letter) => `_${letter.toLowerCase()}`),
+      value,
+    ]),
+  );
+}
+
+// Utility function to convert object keys to camelCase
+function toCamelCase(obj: Record<string, any>): Record<string, any> {
+  if (typeof obj !== "object" || obj === null) return obj;
+
+  return Object.fromEntries(
+    Object.entries(obj).map(([key, value]) => [
+      key.replace(/_([a-z])/g, (_, letter) => letter.toUpperCase()),
+      value,
+    ]),
+  );
+}
+
 export class RedisDB implements VectorStore {
   private client: RedisClientType<
     RedisDefaultModules & RedisModules & RedisFunctions & RedisScripts
@@ -272,7 +296,7 @@ export class RedisDB implements VectorStore {
     payloads: Record<string, any>[],
   ): Promise<void> {
     const data = vectors.map((vector, idx) => {
-      const payload = payloads[idx];
+      const payload = toSnakeCase(payloads[idx]);
       const id = ids[idx];
 
       // Create entry with required fields
@@ -322,8 +346,9 @@ export class RedisDB implements VectorStore {
     limit: number = 5,
     filters?: SearchFilters,
   ): Promise<VectorStoreResult[]> {
-    const filterExpr = filters
+    const snakeFilters = filters ? toSnakeCase(filters) : undefined;
-      ? Object.entries(filters)
+    const filterExpr = snakeFilters
+      ? Object.entries(snakeFilters)
           .filter(([_, value]) => value !== null)
           .map(([key, value]) => `@${key}:{${value}}`)
           .join(" ")
@@ -344,8 +369,9 @@ export class RedisDB implements VectorStore {
         "memory",
         "metadata",
         "created_at",
+        "__vector_score",
       ],
-      SORTBY: "vector_score",
+      SORTBY: "__vector_score",
       DIALECT: 2,
       LIMIT: {
         from: 0,
@@ -356,12 +382,12 @@ export class RedisDB implements VectorStore {
     try {
       const results = (await this.client.ft.search(
         this.indexName,
-        `${filterExpr} =>[KNN ${limit} @embedding $vec AS vector_score]`,
+        `${filterExpr} =>[KNN ${limit} @embedding $vec AS __vector_score]`,
         searchOptions,
       )) as unknown as RedisSearchResult;
 
       return results.documents.map((doc) => {
-        const payload = {
+        const resultPayload = {
           hash: doc.value.hash,
           data: doc.value.memory,
           created_at: new Date(parseInt(doc.value.created_at)).toISOString(),
@@ -376,8 +402,8 @@ export class RedisDB implements VectorStore {
 
         return {
           id: doc.value.memory_id,
-          payload,
+          payload: toCamelCase(resultPayload),
-          score: doc.value.vector_score,
+          score: Number(doc.value.__vector_score) ?? 0,
         };
       });
     } catch (error) {
@@ -493,26 +519,27 @@ export class RedisDB implements VectorStore {
     vector: number[],
     payload: Record<string, any>,
   ): Promise<void> {
+    const snakePayload = toSnakeCase(payload);
     const entry: Record<string, any> = {
       memory_id: vectorId,
-      hash: payload.hash,
+      hash: snakePayload.hash,
-      memory: payload.data,
+      memory: snakePayload.data,
-      created_at: new Date(payload.created_at).getTime(),
+      created_at: new Date(snakePayload.created_at).getTime(),
-      updated_at: new Date(payload.updated_at).getTime(),
+      updated_at: new Date(snakePayload.updated_at).getTime(),
       embedding: Buffer.from(new Float32Array(vector).buffer),
     };
 
     // Add optional fields
     ["agent_id", "run_id", "user_id"].forEach((field) => {
-      if (field in payload) {
+      if (field in snakePayload) {
-        entry[field] = payload[field];
+        entry[field] = snakePayload[field];
       }
     });
 
     // Add metadata excluding specific keys
     entry.metadata = JSON.stringify(
       Object.fromEntries(
-        Object.entries(payload).filter(([key]) => !EXCLUDED_KEYS.has(key)),
+        Object.entries(snakePayload).filter(([key]) => !EXCLUDED_KEYS.has(key)),
       ),
     );
 
@@ -557,8 +584,9 @@ export class RedisDB implements VectorStore {
     filters?: SearchFilters,
     limit: number = 100,
   ): Promise<[VectorStoreResult[], number]> {
-    const filterExpr = filters
+    const snakeFilters = filters ? toSnakeCase(filters) : undefined;
-      ? Object.entries(filters)
+    const filterExpr = snakeFilters
+      ? Object.entries(snakeFilters)
           .filter(([_, value]) => value !== null)
           .map(([key, value]) => `@${key}:{${value}}`)
           .join(" ")
@@ -581,7 +609,7 @@ export class RedisDB implements VectorStore {
 
     const items = results.documents.map((doc) => ({
       id: doc.value.memory_id,
-      payload: {
+      payload: toCamelCase({
         hash: doc.value.hash,
         data: doc.value.memory,
         created_at: new Date(parseInt(doc.value.created_at)).toISOString(),
@@ -592,7 +620,7 @@ export class RedisDB implements VectorStore {
         ...(doc.value.run_id && { run_id: doc.value.run_id }),
         ...(doc.value.user_id && { user_id: doc.value.user_id }),
         ...JSON.parse(doc.value.metadata || "{}"),
-      },
+      }),
     }));
 
     return [items, results.total];