feat: add support for mongodb document store (#1771)

.changeset/wise-goats-scream.md

+---
+"@llamaindex/mongodb": patch
+---
+
+Added mongo db document and key value store

packages/providers/storage/mongodb/package.json

@@ -35,10 +35,13 @@
   },
   "scripts": {
     "build": "bunchee",
-    "dev": "bunchee --watch"
+    "dev": "bunchee --watch",
+    "test": "vitest"
   },
   "devDependencies": {
-    "bunchee": "6.4.0"
+    "bunchee": "6.4.0",
+    "vitest": "2.1.0",
+    "mongodb-memory-server": "^10.1.4"
   },
   "dependencies": {
     "@llamaindex/core": "workspace:*",

packages/providers/storage/mongodb/src/docStore/MongoDBDocumentStore.ts

+import { KVDocumentStore } from "@llamaindex/core/storage/doc-store";
+import { MongoClient } from "mongodb";
+import { MongoKVStore } from "../kvStore/MongoKVStore";
+
+const DEFAULT_DATABASE = "DocumentStoreDB";
+const DEFAULT_COLLECTION = "DocumentStoreCollection";
+
+interface MongoDBDocumentStoreConfig {
+  mongoKVStore: MongoKVStore;
+  namespace?: string;
+}
+
+export class MongoDocumentStore extends KVDocumentStore {
+  constructor({ mongoKVStore, namespace }: MongoDBDocumentStoreConfig) {
+    super(mongoKVStore, namespace);
+  }
+
+  /**
+   * Static method for creating an instance using a MongoClient.
+   * @returns Instance of MongoDBDocumentStore
+   * @param mongoClient - MongoClient instance
+   * @param dbName - Database name
+   * @param collectionName - Collection name
+   * @example
+   * ```ts
+   * const mongoClient = new MongoClient("mongodb://localhost:27017");
+   * const documentStore = MongoDBDocumentStore.fromMongoClient(mongoClient, "my_db", "my_collection");
+   * ```
+   */
+  static fromMongoClient(
+    mongoClient: MongoClient,
+    dbName: string = DEFAULT_DATABASE,
+    collectionName: string = DEFAULT_COLLECTION,
+  ): MongoDocumentStore {
+    const mongoKVStore = new MongoKVStore({
+      mongoClient,
+      dbName,
+    });
+
+    return new MongoDocumentStore({
+      mongoKVStore,
+      namespace: `${dbName}.${collectionName}`,
+    });
+  }
+
+  /**
+   * Static method for creating an instance using a connection string.
+   * @returns Instance of MongoDBDocumentStore
+   * @param connectionString - MongoDB connection string
+   * @param dbName - Database name
+   * @param collectionName - Collection name
+   * @example
+   * ```ts
+   * const documentStore = MongoDBDocumentStore.fromConnectionString("mongodb://localhost:27017", "my_db", "my_collection");
+   * ```
+   */
+  static fromConnectionString(
+    connectionString: string,
+    dbName: string = DEFAULT_DATABASE,
+    collectionName: string = DEFAULT_COLLECTION,
+  ): MongoDocumentStore {
+    const mongoClient = new MongoClient(connectionString, {
+      appName: "LLAMAINDEX_JS",
+    });
+
+    const mongoKVStore = new MongoKVStore({
+      mongoClient,
+      dbName,
+    });
+
+    return new MongoDocumentStore({
+      mongoKVStore,
+      namespace: `${dbName}.${collectionName}`,
+    });
+  }
+}

packages/providers/storage/mongodb/src/index.ts

+export * from "./docStore/MongoDBDocumentStore";
+export * from "./kvStore/MongoKVStore";
 export * from "./MongoDBAtlasVectorStore";

packages/providers/storage/mongodb/src/kvStore/MongoKVStore.ts

+import type { StoredValue } from "@llamaindex/core/schema";
+import { BaseKVStore } from "@llamaindex/core/storage/kv-store";
+import type { Collection, MongoClient } from "mongodb";
+
+const DEFAULT_DB_NAME = "KVStoreDB";
+const DEFAULT_COLLECTION_NAME = "KVStoreCollection";
+
+interface MongoKVStoreConfig {
+  mongoClient: MongoClient;
+  dbName?: string;
+}
+
+export class MongoKVStore extends BaseKVStore {
+  private mongoClient: MongoClient;
+  private dbName: string;
+
+  constructor({ mongoClient, dbName = DEFAULT_DB_NAME }: MongoKVStoreConfig) {
+    super();
+    if (!mongoClient) {
+      throw new Error(
+        "MongoClient is required for MongoKVStore initialization",
+      );
+    }
+
+    this.mongoClient = mongoClient;
+    this.dbName = dbName;
+  }
+
+  get client(): MongoClient {
+    return this.mongoClient;
+  }
+
+  private async ensureCollection(collectionName: string): Promise<Collection> {
+    const collection = this.mongoClient
+      .db(this.dbName)
+      .collection(collectionName);
+    return collection;
+  }
+
+  async put(
+    key: string,
+    val: Exclude<StoredValue, null>,
+    collectionName: string = DEFAULT_COLLECTION_NAME,
+  ): Promise<void> {
+    const collection = await this.ensureCollection(collectionName);
+
+    await collection.updateOne({ id: key }, { $set: val }, { upsert: true });
+  }
+
+  async get(
+    key: string,
+    collectionName: string = DEFAULT_COLLECTION_NAME,
+  ): Promise<StoredValue> {
+    const collection = await this.ensureCollection(collectionName);
+
+    const result = await collection.findOne(
+      { id: key },
+      { projection: { _id: 0 } },
+    );
+
+    if (!result) {
+      return null;
+    }
+
+    return result;
+  }
+
+  async getAll(
+    collectionName: string = DEFAULT_COLLECTION_NAME,
+  ): Promise<Record<string, StoredValue>> {
+    const collection = await this.ensureCollection(collectionName);
+    const cursor = collection.find({}, { projection: { _id: 0 } });
+
+    const output: Record<string, StoredValue> = {};
+
+    await cursor.forEach((item) => {
+      output[item.id] = item;
+    });
+
+    return output;
+  }
+
+  async delete(
+    key: string,
+    collectionName: string = DEFAULT_COLLECTION_NAME,
+  ): Promise<boolean> {
+    const collection = await this.ensureCollection(collectionName);
+
+    await collection.deleteOne({ id: key });
+
+    return true;
+  }
+}

packages/providers/storage/mongodb/src/tests/MongoDocumentStore.test.ts

+import { Document, MetadataMode } from "@llamaindex/core/schema";
+import { MongoClient } from "mongodb";
+import { afterAll, beforeAll, beforeEach, describe, expect, it } from "vitest";
+import { MongoDocumentStore } from "../docStore/MongoDBDocumentStore";
+import { setupTestDb } from "./setuptTestDb";
+
+describe("MongoDocumentStore", () => {
+  let cleanup: () => Promise<void>;
+  let mongoClient: MongoClient;
+  let documentStore: MongoDocumentStore;
+  let mongoUri: string;
+
+  beforeAll(async () => {
+    const testDb = await setupTestDb();
+    cleanup = testDb.cleanup;
+    mongoClient = testDb.mongoClient;
+    mongoUri = testDb.mongoUri;
+    documentStore = MongoDocumentStore.fromMongoClient(mongoClient);
+  }, 120000);
+
+  afterAll(async () => {
+    await cleanup();
+  });
+
+  describe("constructor", () => {
+    it("should create instance with mongoClient", () => {
+      const store = MongoDocumentStore.fromMongoClient(mongoClient);
+      expect(store).toBeInstanceOf(MongoDocumentStore);
+    });
+
+    it("should create instance with custom namespace", () => {
+      const store = MongoDocumentStore.fromMongoClient(
+        mongoClient,
+        "custom",
+        "namespace",
+      );
+      expect(store).toBeInstanceOf(MongoDocumentStore);
+    });
+  });
+
+  describe("static constructors", () => {
+    it("should create instance from connection string", () => {
+      const store = MongoDocumentStore.fromConnectionString(mongoUri);
+      expect(store).toBeInstanceOf(MongoDocumentStore);
+    });
+
+    it("should create instance from MongoClient", () => {
+      const store = MongoDocumentStore.fromMongoClient(mongoClient);
+      expect(store).toBeInstanceOf(MongoDocumentStore);
+    });
+  });
+
+  describe("document operations", () => {
+    beforeEach(async () => {
+      await mongoClient.db("test").collection("test").deleteMany({});
+    });
+
+    it("should store and retrieve a document", async () => {
+      const doc = new Document({ text: "test document", id_: "test_id" });
+      await documentStore.addDocuments([doc]);
+      const retrievedDoc = await documentStore.getDocument("test_id");
+      const text = retrievedDoc?.getContent(MetadataMode.ALL);
+      expect(text).toBe(doc.text);
+    });
+
+    it("should store and retrieve multiple documents", async () => {
+      const docs = [
+        new Document({ text: "doc1", id_: "id1" }),
+        new Document({ text: "doc2", id_: "id2" }),
+      ];
+      await documentStore.addDocuments(docs);
+      const retrievedDocs = await documentStore.getNodes(["id1", "id2"]);
+      expect(retrievedDocs.map((d) => d?.getContent(MetadataMode.ALL))).toEqual(
+        docs.map((d) => d.text),
+      );
+    });
+
+    it("should handle missing documents", async () => {
+      const doc = await documentStore.getDocument("non_existent_id", false);
+      expect(doc).toBeUndefined();
+    });
+  });
+
+  describe("document updates", () => {
+    it("should update existing document when allowUpdate is true", async () => {
+      const doc1 = new Document({ text: "original", id_: "test_id" });
+      const doc2 = new Document({ text: "updated", id_: "test_id" });
+      await documentStore.addDocuments([doc1]);
+      await documentStore.addDocuments([doc2], true);
+
+      const retrieved = await documentStore.getDocument("test_id");
+      const text = retrieved?.getContent(MetadataMode.ALL);
+      expect(text).toBe("updated");
+    });
+
+    it("should throw error when updating with allowUpdate false", async () => {
+      const doc1 = new Document({ text: "original", id_: "test_id" });
+      await documentStore.addDocuments([doc1]);
+
+      const doc2 = new Document({ text: "updated", id_: "test_id" });
+      await expect(documentStore.addDocuments([doc2], false)).rejects.toThrow(
+        /doc_id.*already exists/,
+      );
+    });
+  });
+
+  describe("document deletion", () => {
+    it("should delete a document", async () => {
+      const doc = new Document({ text: "test document", id_: "test_id" });
+      await documentStore.addDocuments([doc]);
+      await documentStore.deleteDocument("test_id");
+      const retrieved = await documentStore.getDocument("test_id", false);
+      expect(retrieved).toBeUndefined();
+    });
+
+    it("should handle deleting non-existent document", async () => {
+      await expect(
+        documentStore.deleteDocument("non_existent_id"),
+      ).resolves.not.toThrow();
+    });
+  });
+
+  describe("document existence", () => {
+    it("should check if document exists", async () => {
+      const doc = new Document({ text: "test document", id_: "test_id" });
+      await documentStore.addDocuments([doc]);
+      const exists = await documentStore.documentExists("test_id");
+      expect(exists).toBe(true);
+    });
+
+    it("should return false for non-existent document", async () => {
+      const exists = await documentStore.documentExists("non_existent_id");
+      expect(exists).toBe(false);
+    });
+  });
+
+  describe("document hash", () => {
+    it("should get document hash", async () => {
+      const doc = new Document({ text: "test document", id_: "test_id" });
+      await documentStore.addDocuments([doc]);
+      const hash = await documentStore.getDocumentHash("test_id");
+      expect(hash).toBe(doc.hash);
+    });
+
+    it("should return null for non-existent document hash", async () => {
+      const hash = await documentStore.getDocumentHash("non_existent_id");
+      expect(hash).toBeUndefined();
+    });
+  });
+});

packages/providers/storage/mongodb/src/tests/MongokVStore.test.ts

+import type { MongoClient } from "mongodb";
+import { afterAll, beforeAll, beforeEach, describe, expect, it } from "vitest";
+import { MongoKVStore } from "../kvStore/MongoKVStore";
+import { setupTestDb } from "./setuptTestDb";
+
+describe("MongoKVStore", () => {
+  let cleanUp: () => Promise<void>;
+  let mongoClient: MongoClient;
+  let mongoUri: string;
+  let kvStore: MongoKVStore;
+
+  beforeAll(async () => {
+    const testDb = await setupTestDb();
+    cleanUp = testDb.cleanup;
+    mongoClient = testDb.mongoClient;
+    mongoUri = testDb.mongoUri;
+    kvStore = new MongoKVStore({
+      mongoClient,
+      dbName: "test",
+    });
+  }, 120000);
+
+  afterAll(async () => {
+    await cleanUp();
+  });
+
+  describe("Mongod KV store constructor", () => {
+    it("should create instance with mongoClient", () => {
+      const kvStore = new MongoKVStore({
+        mongoClient,
+        dbName: "test",
+      });
+
+      expect(kvStore).toBeInstanceOf(MongoKVStore);
+    });
+
+    it("should create db with custom db and collection name", () => {
+      const kvStore = new MongoKVStore({
+        mongoClient,
+        dbName: "test",
+      });
+
+      expect(kvStore).toBeInstanceOf(MongoKVStore);
+    });
+  });
+
+  describe("mongo kv store put ", () => {
+    it("should store a value", async () => {
+      const key = "test_key";
+
+      const value = { data: "test_value" };
+
+      await kvStore.put(key, value);
+
+      const result = await kvStore.get(key);
+      expect(result).toMatchObject(value);
+    });
+
+    it("should update an existing value", async () => {
+      const key = "test_key2";
+
+      const value = { data: "test_value" };
+      const value2 = { data: "test_value2" };
+      await kvStore.put(key, value);
+      await kvStore.put(key, value2);
+
+      const result = await kvStore.get(key);
+
+      expect(result).toMatchObject(value2);
+    });
+  });
+
+  describe("mongo kv store get", () => {
+    it("should return null for non-existent key", async () => {
+      const result = await kvStore.get("non_existent_key");
+      expect(result).toBeNull();
+    });
+
+    it("should return a value for stored key", async () => {
+      const key = "test_key";
+      const value = { data: "test_value" };
+
+      const result = await kvStore.get(key);
+      expect(result).toMatchObject(value);
+    });
+  });
+
+  describe("mongo kv store getAll", () => {
+    //reset the db before each test
+    beforeEach(async () => {
+      await mongoClient.db("test").collection("test").deleteMany({});
+    });
+
+    it("should return all values", async () => {
+      const items = {
+        test_key1: { data: "test_value1" },
+        test_key2: { data: "test_value2" },
+      };
+
+      await Promise.all([
+        kvStore.put("test_key1", items["test_key1"]),
+        kvStore.put("test_key2", items["test_key2"]),
+      ]);
+
+      const result = await kvStore.getAll();
+
+      expect(result).toMatchObject(items);
+    });
+  });
+
+  describe("mongo kv store delete", () => {
+    it("should delete a value", async () => {
+      const key = "test_key";
+      const value = { data: "test_value" };
+
+      await kvStore.put(key, value);
+      const deleted = await kvStore.delete(key);
+
+      const result = await kvStore.get(key);
+
+      expect(result).toBeNull();
+      expect(deleted).toBe(true);
+    });
+  });
+});

packages/providers/storage/mongodb/src/tests/setuptTestDb.ts

+import { MongoClient } from "mongodb";
+import { MongoMemoryServer } from "mongodb-memory-server";
+
+//setup a in memory test db for testing
+export async function setupTestDb() {
+  const mongoServer = await MongoMemoryServer.create();
+  const mongoUri = mongoServer.getUri();
+  const mongoClient = new MongoClient(mongoUri);
+  await mongoClient.connect();
+
+  return {
+    mongoServer,
+    mongoClient,
+    mongoUri,
+    // return a cleanup function to close the db and stop the server
+    cleanup: async () => {
+      await mongoClient.close();
+      await mongoServer.stop();
+    },
+  };
+}

pnpm-lock.yaml

@@ -119,7 +119,7 @@ importers:
         version: 1.6.0(@aws-sdk/credential-provider-web-identity@3.744.0)
       ai:
         specifier: ^3.4.33
-        version: 3.4.33(openai@4.86.0(zod@3.24.2))(react@19.0.0)(sswr@2.1.0(svelte@5.19.10))(svelte@5.19.10)(vue@3.5.13(typescript@5.7.3))(zod@3.24.2)
+        version: 3.4.33(openai@4.86.0(ws@8.18.0(bufferutil@4.0.9))(zod@3.24.2))(react@19.0.0)(sswr@2.1.0(svelte@5.19.10))(svelte@5.19.10)(vue@3.5.13(typescript@5.7.3))(zod@3.24.2)
       class-variance-authority:
         specifier: ^0.7.0
         version: 0.7.1
@@ -791,7 +791,7 @@ importers:
         version: 2.10.2(@types/react@19.0.10)(react@19.0.0)
       openai:
         specifier: ^4
-        version: 4.83.0(ws@8.18.0)(zod@3.24.2)
+        version: 4.83.0(ws@8.18.0(bufferutil@4.0.9))(zod@3.24.2)
       typedoc:
         specifier: ^0.26.11
         version: 0.26.11(typescript@5.7.3)
@@ -843,7 +843,7 @@ importers:
         version: link:../../../llamaindex
       openai:
         specifier: ^4.73.1
-        version: 4.83.0(ws@8.18.0)(zod@3.24.2)
+        version: 4.83.0(ws@8.18.0(bufferutil@4.0.9))(zod@3.24.2)
     devDependencies:
       tsx:
         specifier: ^4.19.3
@@ -1331,7 +1331,7 @@ importers:
         version: link:../../env
       openai:
         specifier: ^4.86.0
-        version: 4.86.0(ws@8.18.0)(zod@3.24.2)
+        version: 4.86.0(ws@8.18.0(bufferutil@4.0.9))(zod@3.24.2)
       zod:
         specifier: ^3.24.2
         version: 3.24.2
@@ -1454,7 +1454,7 @@ importers:
         version: link:../../../env
       chromadb:
         specifier: 1.10.3
-        version: 1.10.3(cohere-ai@7.14.0)(openai@4.86.0)(voyageai@0.0.3-1)
+        version: 1.10.3(cohere-ai@7.14.0)(openai@4.86.0(ws@8.18.0(bufferutil@4.0.9))(zod@3.24.2))(voyageai@0.0.3-1)
       chromadb-default-embed:
         specifier: ^2.13.2
         version: 2.13.2
@@ -1519,6 +1519,12 @@ importers:
       bunchee:
         specifier: 6.4.0
         version: 6.4.0(typescript@5.7.3)
+      mongodb-memory-server:
+        specifier: ^10.1.4
+        version: 10.1.4(@aws-sdk/credential-providers@3.744.0)(socks@2.8.4)
+      vitest:
+        specifier: 2.1.0
+        version: 2.1.0(@edge-runtime/vm@4.0.4)(@types/node@22.13.5)(happy-dom@15.11.7)(lightningcss@1.29.1)(msw@2.7.0(@types/node@22.13.5)(typescript@5.7.3))(terser@5.38.2)
   packages/providers/storage/pinecone:
     dependencies:
@@ -5652,9 +5658,24 @@ packages:
     peerDependencies:
       vite: ^4.2.0 || ^5.0.0 || ^6.0.0
+  '@vitest/expect@2.1.0':
+    resolution: {integrity: sha512-N3/xR4fSu0+6sVZETEtPT1orUs2+Y477JOXTcU3xKuu3uBlsgbD7/7Mz2LZ1Jr1XjwilEWlrIgSCj4N1+5ZmsQ==}
+
   '@vitest/expect@2.1.5':
     resolution: {integrity: sha512-nZSBTW1XIdpZvEJyoP/Sy8fUg0b8od7ZpGDkTUcfJ7wz/VoZAFzFfLyxVxGFhUjJzhYqSbIpfMtl/+k/dpWa3Q==}
+  '@vitest/mocker@2.1.0':
+    resolution: {integrity: sha512-ZxENovUqhzl+QiOFpagiHUNUuZ1qPd5yYTCYHomGIZOFArzn4mgX2oxZmiAItJWAaXHG6bbpb/DpSPhlk5DgtA==}
+    peerDependencies:
+      '@vitest/spy': 2.1.0
+      msw: ^2.3.5
+      vite: ^5.0.0
+    peerDependenciesMeta:
+      msw:
+        optional: true
+      vite:
+        optional: true
+
   '@vitest/mocker@2.1.5':
     resolution: {integrity: sha512-XYW6l3UuBmitWqSUXTNXcVBUCRytDogBsWuNXQijc00dtnU/9OqpXWp4OJroVrad/gLIomAq9aW8yWDBtMthhQ==}
     peerDependencies:
@@ -5666,21 +5687,36 @@ packages:
       vite:
         optional: true
+  '@vitest/pretty-format@2.1.0':
+    resolution: {integrity: sha512-7sxf2F3DNYatgmzXXcTh6cq+/fxwB47RIQqZJFoSH883wnVAoccSRT6g+dTKemUBo8Q5N4OYYj1EBXLuRKvp3Q==}
+
   '@vitest/pretty-format@2.1.5':
     resolution: {integrity: sha512-4ZOwtk2bqG5Y6xRGHcveZVr+6txkH7M2e+nPFd6guSoN638v/1XQ0K06eOpi0ptVU/2tW/pIU4IoPotY/GZ9fw==}
   '@vitest/pretty-format@2.1.9':
     resolution: {integrity: sha512-KhRIdGV2U9HOUzxfiHmY8IFHTdqtOhIzCpd8WRdJiE7D/HUcZVD0EgQCVjm+Q9gkUXWgBvMmTtZgIG48wq7sOQ==}
+  '@vitest/runner@2.1.0':
+    resolution: {integrity: sha512-D9+ZiB8MbMt7qWDRJc4CRNNUlne/8E1X7dcKhZVAbcOKG58MGGYVDqAq19xlhNfMFZsW0bpVKgztBwks38Ko0w==}
+
   '@vitest/runner@2.1.5':
     resolution: {integrity: sha512-pKHKy3uaUdh7X6p1pxOkgkVAFW7r2I818vHDthYLvUyjRfkKOU6P45PztOch4DZarWQne+VOaIMwA/erSSpB9g==}
+  '@vitest/snapshot@2.1.0':
+    resolution: {integrity: sha512-x69CygGMzt9VCO283K2/FYQ+nBrOj66OTKpsPykjCR4Ac3lLV+m85hj9reaIGmjBSsKzVvbxWmjWE3kF5ha3uQ==}
+
   '@vitest/snapshot@2.1.5':
     resolution: {integrity: sha512-zmYw47mhfdfnYbuhkQvkkzYroXUumrwWDGlMjpdUr4jBd3HZiV2w7CQHj+z7AAS4VOtWxI4Zt4bWt4/sKcoIjg==}
+  '@vitest/spy@2.1.0':
+    resolution: {integrity: sha512-IXX5NkbdgTYTog3F14i2LgnBc+20YmkXMx0IWai84mcxySUDRgm0ihbOfR4L0EVRBDFG85GjmQQEZNNKVVpkZw==}
+
   '@vitest/spy@2.1.5':
     resolution: {integrity: sha512-aWZF3P0r3w6DiYTVskOYuhBc7EMc3jvn1TkBg8ttylFFRqNN2XGD7V5a4aQdk6QiUzZQ4klNBSpCLJgWNdIiNw==}
+  '@vitest/utils@2.1.0':
+    resolution: {integrity: sha512-rreyfVe0PuNqJfKYUwfPDfi6rrp0VSu0Wgvp5WBqJonP+4NvXHk48X6oBam1Lj47Hy6jbJtnMj3OcRdrkTP0tA==}
+
   '@vitest/utils@2.1.5':
     resolution: {integrity: sha512-yfj6Yrp0Vesw2cwJbP+cl04OC+IHFsuQsrsJBL9pyGeQXE56v1UAOQco+SR55Vf1nQzfV0QJg1Qum7AaWUwwYg==}
@@ -6155,6 +6191,9 @@ packages:
     resolution: {integrity: sha512-hsU18Ae8CDTR6Kgu9DYf0EbCr/a5iGL0rytQDobUcdpYOKokk8LEjVphnXkDkgpi0wYVsqrXuP0bZxJaTqdgoA==}
     engines: {node: '>= 0.4'}
+  async-mutex@0.5.0:
+    resolution: {integrity: sha512-1A94B18jkJ3DYq284ohPxoXbfTA5HsQ7/Mf4DEhcyLx3Bz27Rh59iScbB6EPiP+B+joue6YCxcMXSbFC1tZKwA==}
+
   async@2.6.4:
     resolution: {integrity: sha512-mzo5dfJYwAn29PeiJ0zvwTo04zj8HDJj0Mn8TD7sno7q12prdbnasKJHhkm2c1LgrhlJ0teaea8860oxi51mGA==}
@@ -6398,6 +6437,10 @@ packages:
     resolution: {integrity: sha512-FxAv7HpHrXbh3aPo4o2qxHay2lkLY3x5Mw3KeE4KQE8ysVfziWeRZDwcjauvwBSGEC/nXUPzZy8zeh4HokqOnw==}
     engines: {node: '>=4'}
+  camelcase@6.3.0:
+    resolution: {integrity: sha512-Gmy6FhYlCY7uOElZUSbxo2UCDH8owEk996gkbrpsgGtrJLM3J7jGxl9Ic7Qwwj4ivOE5AWZWRMecDdF7hqGjFA==}
+    engines: {node: '>=10'}
+
   caniuse-lite@1.0.30001699:
     resolution: {integrity: sha512-b+uH5BakXZ9Do9iK+CkDmctUSEqZl+SP056vc5usa0PL+ev5OHw003rZXcnjNDv3L8P5j6rwT6C0BPKSikW08w==}
@@ -6422,6 +6465,10 @@ packages:
     resolution: {integrity: sha512-aGtmf24DW6MLHHG5gCx4zaI3uBq3KRtxeVs0DjFH6Z0rDNbsvTxFASFvdj79pxjxZ8/5u3PIiN3IwEIQkiiuPw==}
     engines: {node: '>=12'}
+  chai@5.2.0:
+    resolution: {integrity: sha512-mCuXncKXk5iCLhfhwTc0izo0gtEmpz5CtG2y8GiOINBlMVS6v8TMRc5TaLWKS6692m9+dVVfzgeVxR5UxWHTYw==}
+    engines: {node: '>=12'}
+
   chalk@4.1.2:
     resolution: {integrity: sha512-oKnbhFyRIXpUuez8iBMmyEa4nbj4IOQyuhc/wy9kY7/WVPcwIO9VA668Pu8RkO7+0G76SLROeyw9CpQ061i4mA==}
     engines: {node: '>=10'}
@@ -7466,6 +7513,10 @@ packages:
     resolution: {integrity: sha512-YsGpe3WHLK8ZYi4tWDg2Jy3ebRz2rXowDxnld4bkQB00cc/1Zw9AWnC0i9ztDJitivtQvaI9KaLyKrc+hBW0yg==}
     engines: {node: '>=8'}
+  find-cache-dir@3.3.2:
+    resolution: {integrity: sha512-wXZV5emFEjrridIgED11OoUKLxiYjAcqot/NJdAkOhlJ+vGzwhOAfcG5OX1jP+S0PcjEn8bdMJv+g2jwQ3Onig==}
+    engines: {node: '>=8'}
+
   find-chrome-bin@2.0.2:
     resolution: {integrity: sha512-KlggCilbbvgETk/WEq9NG894U8yu4erIW0SjMm1sMPm2xihCHeNoybpzGoxEzHRthwF3XrKOgHYtfqgJzpCH2w==}
     engines: {node: '>=18.0.0'}
@@ -9340,6 +9391,14 @@ packages:
   mongodb-connection-string-url@3.0.2:
     resolution: {integrity: sha512-rMO7CGo/9BFwyZABcKAWL8UJwH/Kc2x0g72uhDWzG48URRax5TCIcJ7Rc3RZqffZzO/Gwff/jyKwCU9TN8gehA==}
+  mongodb-memory-server-core@10.1.4:
+    resolution: {integrity: sha512-o8fgY7ZalEd8pGps43fFPr/hkQu1L8i6HFEGbsTfA2zDOW0TopgpswaBCqDr0qD7ptibyPfB5DmC+UlIxbThzA==}
+    engines: {node: '>=16.20.1'}
+
+  mongodb-memory-server@10.1.4:
+    resolution: {integrity: sha512-+oKQ/kc3CX+816oPFRtaF0CN4vNcGKNjpOQe4bHo/21A3pMD+lC7Xz1EX5HP7siCX4iCpVchDMmCOFXVQSGkUg==}
+    engines: {node: '>=16.20.1'}
+
   mongodb@6.13.0:
     resolution: {integrity: sha512-KeESYR5TEaFxOuwRqkOm3XOsMqCSkdeDMjaW5u2nuKfX7rqaofp7JQGoi7sVqQcNJTKuveNbzZtWMstb8ABP6Q==}
     engines: {node: '>=16.20.1'}
@@ -9487,6 +9546,10 @@ packages:
     resolution: {integrity: sha512-dBpDMdxv9Irdq66304OLfEmQ9tbNRFnFTuZiLo+bD+r332bBmMJ8GBLXklIXXgxd3+v9+KUnZaUR5PJMa75Gsg==}
     engines: {node: '>= 0.4.0'}
+  new-find-package-json@2.0.0:
+    resolution: {integrity: sha512-lDcBsjBSMlj3LXH2v/FW3txlh2pYTjmbOXPYJD93HI5EwuLzI11tdHSIpUMmfq/IOsldj4Ps8M8flhm+pCK4Ew==}
+    engines: {node: '>=12.22.0'}
+
   next-themes@0.4.4:
     resolution: {integrity: sha512-LDQ2qIOJF0VnuVrrMSMLrWGjRMkq+0mpgl6e0juCLqdJ+oo8Q84JRWT6Wh11VDQKkMMe+dVzDKLWs5n87T+PkQ==}
     peerDependencies:
@@ -10059,6 +10122,10 @@ packages:
   piscina@4.8.0:
     resolution: {integrity: sha512-EZJb+ZxDrQf3dihsUL7p42pjNyrNIFJCrRHPMgxu/svsj+P3xS3fuEWp7k2+rfsavfl1N0G29b1HGs7J0m8rZA==}
+  pkg-dir@4.2.0:
+    resolution: {integrity: sha512-HRDzbaKjC+AOWVXxAU/x54COGeIv9eb+6CkDSQoNTt4XyWoIJvuPsXizxu/Fr23EiekbtZwmh1IcIG/l/a10GQ==}
+    engines: {node: '>=8'}
+
   pkg-types@1.3.1:
     resolution: {integrity: sha512-/Jm5M4RvtBFVkKWRu2BLUTNP8/M2a+UwuAX+ae4770q1qVGtfjG+WTCupoZixokjmHiry8uI+dlY8KXYV5HVVQ==}
@@ -11852,6 +11919,11 @@ packages:
   vfile@6.0.3:
     resolution: {integrity: sha512-KzIbH/9tXat2u30jf+smMwFCsno4wHVdNmzFyL+T/L3UGqqk6JKfVqOFOZEpZSHADH1k40ab6NUIXZq422ov3Q==}
+  vite-node@2.1.0:
+    resolution: {integrity: sha512-+ybYqBVUjYyIscoLzMWodus2enQDZOpGhcU6HdOVD6n8WZdk12w1GFL3mbnxLs7hPtRtqs1Wo5YF6/Tsr6fmhg==}
+    engines: {node: ^18.0.0 || >=20.0.0}
+    hasBin: true
+
   vite-node@2.1.5:
     resolution: {integrity: sha512-rd0QIgx74q4S1Rd56XIiL2cYEdyWn13cunYBIuqh9mpmQr7gGS0IxXoP8R6OaZtNQQLyXSWbd4rXKYUbhFpK5w==}
     engines: {node: ^18.0.0 || >=20.0.0}
@@ -11933,6 +12005,31 @@ packages:
       yaml:
         optional: true
+  vitest@2.1.0:
+    resolution: {integrity: sha512-XuuEeyNkqbfr0FtAvd9vFbInSSNY1ykCQTYQ0sj9wPy4hx+1gR7gqVNdW0AX2wrrM1wWlN5fnJDjF9xG6mYRSQ==}
+    engines: {node: ^18.0.0 || >=20.0.0}
+    hasBin: true
+    peerDependencies:
+      '@edge-runtime/vm': '*'
+      '@types/node': ^18.0.0 || >=20.0.0
+      '@vitest/browser': 2.1.0
+      '@vitest/ui': 2.1.0
+      happy-dom: '*'
+      jsdom: '*'
+    peerDependenciesMeta:
+      '@edge-runtime/vm':
+        optional: true
+      '@types/node':
+        optional: true
+      '@vitest/browser':
+        optional: true
+      '@vitest/ui':
+        optional: true
+      happy-dom:
+        optional: true
+      jsdom:
+        optional: true
+
   vitest@2.1.5:
     resolution: {integrity: sha512-P4ljsdpuzRTPI/kbND2sDZ4VmieerR2c9szEZpjc+98Z9ebvnXmM5+0tHEKqYZumXqlvnmfWsjeFOjXVriDG7A==}
     engines: {node: ^18.0.0 || >=20.0.0}
@@ -16834,6 +16931,13 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
+  '@vitest/expect@2.1.0':
+    dependencies:
+      '@vitest/spy': 2.1.0
+      '@vitest/utils': 2.1.0
+      chai: 5.2.0
+      tinyrainbow: 1.2.0
+
   '@vitest/expect@2.1.5':
     dependencies:
       '@vitest/spy': 2.1.5
@@ -16841,6 +16945,15 @@ snapshots:
       chai: 5.1.2
       tinyrainbow: 1.2.0
+  '@vitest/mocker@2.1.0(@vitest/spy@2.1.0)(msw@2.7.0(@types/node@22.13.5)(typescript@5.7.3))(vite@5.4.14(@types/node@22.13.5)(lightningcss@1.29.1)(terser@5.38.2))':
+    dependencies:
+      '@vitest/spy': 2.1.0
+      estree-walker: 3.0.3
+      magic-string: 0.30.17
+    optionalDependencies:
+      msw: 2.7.0(@types/node@22.13.5)(typescript@5.7.3)
+      vite: 5.4.14(@types/node@22.13.5)(lightningcss@1.29.1)(terser@5.38.2)
+
   '@vitest/mocker@2.1.5(msw@2.7.0(@types/node@22.13.5)(typescript@5.7.3))(vite@5.4.14(@types/node@22.13.5)(lightningcss@1.29.1)(terser@5.38.2))':
     dependencies:
       '@vitest/spy': 2.1.5
@@ -16859,6 +16972,10 @@ snapshots:
       msw: 2.7.0(@types/node@22.9.0)(typescript@5.7.3)
       vite: 5.4.14(@types/node@22.9.0)(lightningcss@1.29.1)(terser@5.38.2)
+  '@vitest/pretty-format@2.1.0':
+    dependencies:
+      tinyrainbow: 1.2.0
+
   '@vitest/pretty-format@2.1.5':
     dependencies:
       tinyrainbow: 1.2.0
@@ -16867,21 +16984,42 @@ snapshots:
     dependencies:
       tinyrainbow: 1.2.0
+  '@vitest/runner@2.1.0':
+    dependencies:
+      '@vitest/utils': 2.1.0
+      pathe: 1.1.2
+
   '@vitest/runner@2.1.5':
     dependencies:
       '@vitest/utils': 2.1.5
       pathe: 1.1.2
+  '@vitest/snapshot@2.1.0':
+    dependencies:
+      '@vitest/pretty-format': 2.1.0
+      magic-string: 0.30.17
+      pathe: 1.1.2
+
   '@vitest/snapshot@2.1.5':
     dependencies:
       '@vitest/pretty-format': 2.1.5
       magic-string: 0.30.17
       pathe: 1.1.2
+  '@vitest/spy@2.1.0':
+    dependencies:
+      tinyspy: 3.0.2
+
   '@vitest/spy@2.1.5':
     dependencies:
       tinyspy: 3.0.2
+  '@vitest/utils@2.1.0':
+    dependencies:
+      '@vitest/pretty-format': 2.1.0
+      loupe: 3.1.3
+      tinyrainbow: 1.2.0
+
   '@vitest/utils@2.1.5':
     dependencies:
       '@vitest/pretty-format': 2.1.5
@@ -17209,7 +17347,7 @@ snapshots:
     dependencies:
       humanize-ms: 1.2.1
-  ai@3.4.33(openai@4.86.0(zod@3.24.2))(react@19.0.0)(sswr@2.1.0(svelte@5.19.10))(svelte@5.19.10)(vue@3.5.13(typescript@5.7.3))(zod@3.24.2):
+  ai@3.4.33(openai@4.86.0(ws@8.18.0(bufferutil@4.0.9))(zod@3.24.2))(react@19.0.0)(sswr@2.1.0(svelte@5.19.10))(svelte@5.19.10)(vue@3.5.13(typescript@5.7.3))(zod@3.24.2):
     dependencies:
       '@ai-sdk/provider': 0.0.26
       '@ai-sdk/provider-utils': 1.0.22(zod@3.24.2)
@@ -17225,7 +17363,7 @@ snapshots:
       secure-json-parse: 2.7.0
       zod-to-json-schema: 3.24.1(zod@3.24.2)
     optionalDependencies:
-      openai: 4.86.0(ws@8.18.0)(zod@3.24.2)
+      openai: 4.86.0(ws@8.18.0(bufferutil@4.0.9))(zod@3.24.2)
       react: 19.0.0
       sswr: 2.1.0(svelte@5.19.10)
       svelte: 5.19.10
@@ -17438,6 +17576,10 @@ snapshots:
   async-function@1.0.0: {}
+  async-mutex@0.5.0:
+    dependencies:
+      tslib: 2.8.1
+
   async@2.6.4:
     dependencies:
       lodash: 4.17.21
@@ -17464,7 +17606,7 @@ snapshots:
   axios@1.7.9:
     dependencies:
-      follow-redirects: 1.15.9
+      follow-redirects: 1.15.9(debug@4.4.0)
       form-data: 4.0.1
       proxy-from-env: 1.1.0
     transitivePeerDependencies:
@@ -17730,6 +17872,8 @@ snapshots:
   camelcase@4.1.0: {}
+  camelcase@6.3.0: {}
+
   caniuse-lite@1.0.30001699: {}
   caniuse-lite@1.0.30001701: {}
@@ -17767,6 +17911,14 @@ snapshots:
       loupe: 3.1.3
       pathval: 2.0.0
+  chai@5.2.0:
+    dependencies:
+      assertion-error: 2.0.1
+      check-error: 2.1.1
+      deep-eql: 5.0.2
+      loupe: 3.1.3
+      pathval: 2.0.0
+
   chalk@4.1.2:
     dependencies:
       ansi-styles: 4.3.0
@@ -17819,13 +17971,13 @@ snapshots:
     transitivePeerDependencies:
       - bare-buffer
-  chromadb@1.10.3(cohere-ai@7.14.0)(openai@4.86.0)(voyageai@0.0.3-1):
+  chromadb@1.10.3(cohere-ai@7.14.0)(openai@4.86.0(ws@8.18.0(bufferutil@4.0.9))(zod@3.24.2))(voyageai@0.0.3-1):
     dependencies:
       cliui: 8.0.1
       isomorphic-fetch: 3.0.0
     optionalDependencies:
       cohere-ai: 7.14.0
-      openai: 4.86.0(ws@8.18.0)(zod@3.24.2)
+      openai: 4.86.0(ws@8.18.0(bufferutil@4.0.9))(zod@3.24.2)
       voyageai: 0.0.3-1
     transitivePeerDependencies:
       - encoding
@@ -18592,8 +18744,8 @@ snapshots:
       '@typescript-eslint/parser': 8.24.0(eslint@9.16.0(jiti@2.4.2))(typescript@5.7.3)
       eslint: 9.16.0(jiti@2.4.2)
       eslint-import-resolver-node: 0.3.9
-      eslint-import-resolver-typescript: 3.7.0(eslint-plugin-import@2.31.0)(eslint@9.16.0(jiti@2.4.2))
-      eslint-plugin-import: 2.31.0(@typescript-eslint/parser@8.24.0(eslint@9.16.0(jiti@2.4.2))(typescript@5.7.3))(eslint-import-resolver-typescript@3.7.0)(eslint@9.16.0(jiti@2.4.2))
+      eslint-import-resolver-typescript: 3.7.0(eslint-plugin-import@2.31.0(@typescript-eslint/parser@8.24.0(eslint@9.16.0(jiti@2.4.2))(typescript@5.7.3))(eslint@9.16.0(jiti@2.4.2)))(eslint@9.16.0(jiti@2.4.2))
+      eslint-plugin-import: 2.31.0(@typescript-eslint/parser@8.24.0(eslint@9.16.0(jiti@2.4.2))(typescript@5.7.3))(eslint-import-resolver-typescript@3.7.0(eslint-plugin-import@2.31.0(@typescript-eslint/parser@8.24.0(eslint@9.16.0(jiti@2.4.2))(typescript@5.7.3))(eslint@9.16.0(jiti@2.4.2)))(eslint@9.16.0(jiti@2.4.2)))(eslint@9.16.0(jiti@2.4.2))
       eslint-plugin-jsx-a11y: 6.10.2(eslint@9.16.0(jiti@2.4.2))
       eslint-plugin-react: 7.37.2(eslint@9.16.0(jiti@2.4.2))
       eslint-plugin-react-hooks: 5.1.0(eslint@9.16.0(jiti@2.4.2))
@@ -18642,7 +18794,7 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
-  eslint-import-resolver-typescript@3.7.0(eslint-plugin-import@2.31.0)(eslint@9.16.0(jiti@2.4.2)):
+  eslint-import-resolver-typescript@3.7.0(eslint-plugin-import@2.31.0(@typescript-eslint/parser@8.24.0(eslint@9.16.0(jiti@2.4.2))(typescript@5.7.3))(eslint@9.16.0(jiti@2.4.2)))(eslint@9.16.0(jiti@2.4.2)):
     dependencies:
       '@nolyfill/is-core-module': 1.0.39
       debug: 4.4.0
@@ -18654,7 +18806,7 @@ snapshots:
       is-glob: 4.0.3
       stable-hash: 0.0.4
     optionalDependencies:
-      eslint-plugin-import: 2.31.0(@typescript-eslint/parser@8.24.0(eslint@9.16.0(jiti@2.4.2))(typescript@5.7.3))(eslint-import-resolver-typescript@3.7.0)(eslint@9.16.0(jiti@2.4.2))
+      eslint-plugin-import: 2.31.0(@typescript-eslint/parser@8.24.0(eslint@9.16.0(jiti@2.4.2))(typescript@5.7.3))(eslint-import-resolver-typescript@3.7.0(eslint-plugin-import@2.31.0(@typescript-eslint/parser@8.24.0(eslint@9.16.0(jiti@2.4.2))(typescript@5.7.3))(eslint@9.16.0(jiti@2.4.2)))(eslint@9.16.0(jiti@2.4.2)))(eslint@9.16.0(jiti@2.4.2))
     transitivePeerDependencies:
       - supports-color
@@ -18674,18 +18826,18 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
-  eslint-module-utils@2.12.0(@typescript-eslint/parser@8.24.0(eslint@9.16.0(jiti@2.4.2))(typescript@5.7.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.7.0(eslint-plugin-import@2.31.0)(eslint@9.16.0(jiti@2.4.2)))(eslint@9.16.0(jiti@2.4.2)):
+  eslint-module-utils@2.12.0(@typescript-eslint/parser@8.24.0(eslint@9.16.0(jiti@2.4.2))(typescript@5.7.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.7.0(eslint-plugin-import@2.31.0(@typescript-eslint/parser@8.24.0(eslint@9.16.0(jiti@2.4.2))(typescript@5.7.3))(eslint@9.16.0(jiti@2.4.2)))(eslint@9.16.0(jiti@2.4.2)))(eslint@9.16.0(jiti@2.4.2)):
     dependencies:
       debug: 3.2.7
     optionalDependencies:
       '@typescript-eslint/parser': 8.24.0(eslint@9.16.0(jiti@2.4.2))(typescript@5.7.3)
       eslint: 9.16.0(jiti@2.4.2)
       eslint-import-resolver-node: 0.3.9
-      eslint-import-resolver-typescript: 3.7.0(eslint-plugin-import@2.31.0)(eslint@9.16.0(jiti@2.4.2))
+      eslint-import-resolver-typescript: 3.7.0(eslint-plugin-import@2.31.0(@typescript-eslint/parser@8.24.0(eslint@9.16.0(jiti@2.4.2))(typescript@5.7.3))(eslint@9.16.0(jiti@2.4.2)))(eslint@9.16.0(jiti@2.4.2))
     transitivePeerDependencies:
       - supports-color
-  eslint-module-utils@2.12.0(@typescript-eslint/parser@8.24.0(eslint@9.22.0(jiti@2.4.2))(typescript@5.7.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.7.0(eslint-plugin-import@2.31.0)(eslint@9.22.0(jiti@2.4.2)))(eslint@9.22.0(jiti@2.4.2)):
+  eslint-module-utils@2.12.0(@typescript-eslint/parser@8.24.0(eslint@9.22.0(jiti@2.4.2))(typescript@5.7.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.7.0)(eslint@9.22.0(jiti@2.4.2)):
     dependencies:
       debug: 3.2.7
     optionalDependencies:
@@ -18696,7 +18848,7 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
-  eslint-plugin-import@2.31.0(@typescript-eslint/parser@8.24.0(eslint@9.16.0(jiti@2.4.2))(typescript@5.7.3))(eslint-import-resolver-typescript@3.7.0)(eslint@9.16.0(jiti@2.4.2)):
+  eslint-plugin-import@2.31.0(@typescript-eslint/parser@8.24.0(eslint@9.16.0(jiti@2.4.2))(typescript@5.7.3))(eslint-import-resolver-typescript@3.7.0(eslint-plugin-import@2.31.0(@typescript-eslint/parser@8.24.0(eslint@9.16.0(jiti@2.4.2))(typescript@5.7.3))(eslint@9.16.0(jiti@2.4.2)))(eslint@9.16.0(jiti@2.4.2)))(eslint@9.16.0(jiti@2.4.2)):
     dependencies:
       '@rtsao/scc': 1.1.0
       array-includes: 3.1.8
@@ -18707,7 +18859,7 @@ snapshots:
       doctrine: 2.1.0
       eslint: 9.16.0(jiti@2.4.2)
       eslint-import-resolver-node: 0.3.9
-      eslint-module-utils: 2.12.0(@typescript-eslint/parser@8.24.0(eslint@9.16.0(jiti@2.4.2))(typescript@5.7.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.7.0(eslint-plugin-import@2.31.0)(eslint@9.16.0(jiti@2.4.2)))(eslint@9.16.0(jiti@2.4.2))
+      eslint-module-utils: 2.12.0(@typescript-eslint/parser@8.24.0(eslint@9.16.0(jiti@2.4.2))(typescript@5.7.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.7.0(eslint-plugin-import@2.31.0(@typescript-eslint/parser@8.24.0(eslint@9.16.0(jiti@2.4.2))(typescript@5.7.3))(eslint@9.16.0(jiti@2.4.2)))(eslint@9.16.0(jiti@2.4.2)))(eslint@9.16.0(jiti@2.4.2))
       hasown: 2.0.2
       is-core-module: 2.16.1
       is-glob: 4.0.3
@@ -18736,7 +18888,7 @@ snapshots:
       doctrine: 2.1.0
       eslint: 9.22.0(jiti@2.4.2)
       eslint-import-resolver-node: 0.3.9
-      eslint-module-utils: 2.12.0(@typescript-eslint/parser@8.24.0(eslint@9.22.0(jiti@2.4.2))(typescript@5.7.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.7.0(eslint-plugin-import@2.31.0)(eslint@9.22.0(jiti@2.4.2)))(eslint@9.22.0(jiti@2.4.2))
+      eslint-module-utils: 2.12.0(@typescript-eslint/parser@8.24.0(eslint@9.22.0(jiti@2.4.2))(typescript@5.7.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.7.0)(eslint@9.22.0(jiti@2.4.2))
       hasown: 2.0.2
       is-core-module: 2.16.1
       is-glob: 4.0.3
@@ -19204,6 +19356,12 @@ snapshots:
     dependencies:
       to-regex-range: 5.0.1
+  find-cache-dir@3.3.2:
+    dependencies:
+      commondir: 1.0.1
+      make-dir: 3.1.0
+      pkg-dir: 4.2.0
+
   find-chrome-bin@2.0.2:
     dependencies:
       '@puppeteer/browsers': 2.7.1
@@ -19242,7 +19400,9 @@ snapshots:
     dependencies:
       tabbable: 6.2.0
-  follow-redirects@1.15.9: {}
+  follow-redirects@1.15.9(debug@4.4.0):
+    optionalDependencies:
+      debug: 4.4.0
   for-each@0.3.5:
     dependencies:
@@ -20128,7 +20288,7 @@ snapshots:
   http-proxy@1.18.1:
     dependencies:
       eventemitter3: 4.0.7
-      follow-redirects: 1.15.9
+      follow-redirects: 1.15.9(debug@4.4.0)
       requires-port: 1.0.0
     transitivePeerDependencies:
       - debug
@@ -20878,7 +21038,6 @@ snapshots:
   make-dir@3.1.0:
     dependencies:
       semver: 6.3.1
-    optional: true
   make-dir@4.0.0:
     dependencies:
@@ -21845,6 +22004,44 @@ snapshots:
       '@types/whatwg-url': 11.0.5
       whatwg-url: 14.1.1
+  mongodb-memory-server-core@10.1.4(@aws-sdk/credential-providers@3.744.0)(socks@2.8.4):
+    dependencies:
+      async-mutex: 0.5.0
+      camelcase: 6.3.0
+      debug: 4.4.0
+      find-cache-dir: 3.3.2
+      follow-redirects: 1.15.9(debug@4.4.0)
+      https-proxy-agent: 7.0.6
+      mongodb: 6.13.0(@aws-sdk/credential-providers@3.744.0)(socks@2.8.4)
+      new-find-package-json: 2.0.0
+      semver: 7.7.1
+      tar-stream: 3.1.7
+      tslib: 2.8.1
+      yauzl: 3.2.0
+    transitivePeerDependencies:
+      - '@aws-sdk/credential-providers'
+      - '@mongodb-js/zstd'
+      - gcp-metadata
+      - kerberos
+      - mongodb-client-encryption
+      - snappy
+      - socks
+      - supports-color
+
+  mongodb-memory-server@10.1.4(@aws-sdk/credential-providers@3.744.0)(socks@2.8.4):
+    dependencies:
+      mongodb-memory-server-core: 10.1.4(@aws-sdk/credential-providers@3.744.0)(socks@2.8.4)
+      tslib: 2.8.1
+    transitivePeerDependencies:
+      - '@aws-sdk/credential-providers'
+      - '@mongodb-js/zstd'
+      - gcp-metadata
+      - kerberos
+      - mongodb-client-encryption
+      - snappy
+      - socks
+      - supports-color
+
   mongodb@6.13.0(@aws-sdk/credential-providers@3.744.0)(socks@2.8.4):
     dependencies:
       '@mongodb-js/saslprep': 1.2.0
@@ -22014,6 +22211,12 @@ snapshots:
   netmask@2.0.2: {}
+  new-find-package-json@2.0.0:
+    dependencies:
+      debug: 4.4.0
+    transitivePeerDependencies:
+      - supports-color
+
   next-themes@0.4.4(react-dom@19.0.0(react@19.0.0))(react@19.0.0):
     dependencies:
       react: 19.0.0
@@ -22292,7 +22495,7 @@ snapshots:
       is-docker: 2.2.1
       is-wsl: 2.2.0
-  openai@4.83.0(ws@8.18.0)(zod@3.24.2):
+  openai@4.83.0(ws@8.18.0(bufferutil@4.0.9))(zod@3.24.2):
     dependencies:
       '@types/node': 18.19.75
       '@types/node-fetch': 2.6.12
@@ -22307,7 +22510,7 @@ snapshots:
     transitivePeerDependencies:
       - encoding
-  openai@4.86.0(ws@8.18.0)(zod@3.24.2):
+  openai@4.86.0(ws@8.18.0(bufferutil@4.0.9))(zod@3.24.2):
     dependencies:
       '@types/node': 18.19.76
       '@types/node-fetch': 2.6.12
@@ -22642,6 +22845,10 @@ snapshots:
     optionalDependencies:
       '@napi-rs/nice': 1.0.1
+  pkg-dir@4.2.0:
+    dependencies:
+      find-up: 4.1.0
+
   pkg-types@1.3.1:
     dependencies:
       confbox: 0.1.8
@@ -24826,6 +25033,23 @@ snapshots:
       '@types/unist': 3.0.3
       vfile-message: 4.0.2
+  vite-node@2.1.0(@types/node@22.13.5)(lightningcss@1.29.1)(terser@5.38.2):
+    dependencies:
+      cac: 6.7.14
+      debug: 4.4.0
+      pathe: 1.1.2
+      vite: 5.4.14(@types/node@22.13.5)(lightningcss@1.29.1)(terser@5.38.2)
+    transitivePeerDependencies:
+      - '@types/node'
+      - less
+      - lightningcss
+      - sass
+      - sass-embedded
+      - stylus
+      - sugarss
+      - supports-color
+      - terser
+
   vite-node@2.1.5(@types/node@22.13.5)(lightningcss@1.29.1)(terser@5.38.2):
     dependencies:
       cac: 6.7.14
@@ -24902,6 +25126,42 @@ snapshots:
       tsx: 4.19.3
       yaml: 2.7.0
+  vitest@2.1.0(@edge-runtime/vm@4.0.4)(@types/node@22.13.5)(happy-dom@15.11.7)(lightningcss@1.29.1)(msw@2.7.0(@types/node@22.13.5)(typescript@5.7.3))(terser@5.38.2):
+    dependencies:
+      '@vitest/expect': 2.1.0
+      '@vitest/mocker': 2.1.0(@vitest/spy@2.1.0)(msw@2.7.0(@types/node@22.13.5)(typescript@5.7.3))(vite@5.4.14(@types/node@22.13.5)(lightningcss@1.29.1)(terser@5.38.2))
+      '@vitest/pretty-format': 2.1.9
+      '@vitest/runner': 2.1.0
+      '@vitest/snapshot': 2.1.0
+      '@vitest/spy': 2.1.0
+      '@vitest/utils': 2.1.0
+      chai: 5.2.0
+      debug: 4.4.0
+      magic-string: 0.30.17
+      pathe: 1.1.2
+      std-env: 3.8.0
+      tinybench: 2.9.0
+      tinyexec: 0.3.2
+      tinypool: 1.0.2
+      tinyrainbow: 1.2.0
+      vite: 5.4.14(@types/node@22.13.5)(lightningcss@1.29.1)(terser@5.38.2)
+      vite-node: 2.1.0(@types/node@22.13.5)(lightningcss@1.29.1)(terser@5.38.2)
+      why-is-node-running: 2.3.0
+    optionalDependencies:
+      '@edge-runtime/vm': 4.0.4
+      '@types/node': 22.13.5
+      happy-dom: 15.11.7
+    transitivePeerDependencies:
+      - less
+      - lightningcss
+      - msw
+      - sass
+      - sass-embedded
+      - stylus
+      - sugarss
+      - supports-color
+      - terser
+
   vitest@2.1.5(@edge-runtime/vm@4.0.4)(@types/node@22.13.5)(happy-dom@15.11.7)(lightningcss@1.29.1)(msw@2.7.0(@types/node@22.13.5)(typescript@5.7.3))(terser@5.38.2):
     dependencies:
       '@vitest/expect': 2.1.5