From 35430d360915e842c7f20199b6f196ebcd70b70b Mon Sep 17 00:00:00 2001
From: Aman Rao <54672230+amanrao23@users.noreply.github.com>
Date: Tue, 5 Nov 2024 03:09:39 +0530
Subject: [PATCH] feat: add `AzureCosmosDBNoSqlVectorStore` and
`SimpleCosmosDBReader` (#1331)
Co-authored-by: Alex Yang <himself65@outlook.com>
---
.changeset/metal-cameras-argue.md | 6 +
examples/cosmosdb/addPlainData.ts | 60 ++
examples/cosmosdb/loadVectorData.ts | 95 +++
examples/cosmosdb/queryVectorData.ts | 83 +++
examples/data/shortStories.json | Bin 0 -> 51312 bytes
examples/package.json | 1 +
packages/llamaindex/package.json | 1 +
packages/llamaindex/src/readers/index.ts | 1 +
.../AzureCosmosDBNoSqlVectorStore.ts | 363 +++++++++++
packages/llamaindex/src/vector-store/index.ts | 1 +
.../TestableAzureCosmosDBNoSqlVectorStore.ts | 39 ++
packages/llamaindex/tests/package.json | 3 +-
.../tests/utility/mockCosmosClient.ts | 55 ++
.../AzureCosmosDBNoSqlVectorStore.int.test.ts | 183 ++++++
.../AzureCosmosDBNoSqlVectorStore.test.ts | 98 +++
packages/readers/cosmosdb/package.json | 14 +
packages/readers/package.json | 20 +
packages/readers/src/cosmosdb.ts | 87 +++
pnpm-lock.yaml | 573 ++++++------------
unit/package.json | 3 +-
unit/readers/SimpleCosmosDBReader.test.ts | 154 +++++
21 files changed, 1467 insertions(+), 373 deletions(-)
create mode 100644 .changeset/metal-cameras-argue.md
create mode 100644 examples/cosmosdb/addPlainData.ts
create mode 100644 examples/cosmosdb/loadVectorData.ts
create mode 100644 examples/cosmosdb/queryVectorData.ts
create mode 100644 examples/data/shortStories.json
create mode 100644 packages/llamaindex/src/vector-store/AzureCosmosDBNoSqlVectorStore.ts
create mode 100644 packages/llamaindex/tests/mocks/TestableAzureCosmosDBNoSqlVectorStore.ts
create mode 100644 packages/llamaindex/tests/utility/mockCosmosClient.ts
create mode 100644 packages/llamaindex/tests/vector-stores/AzureCosmosDBNoSqlVectorStore.int.test.ts
create mode 100644 packages/llamaindex/tests/vector-stores/AzureCosmosDBNoSqlVectorStore.test.ts
create mode 100644 packages/readers/cosmosdb/package.json
create mode 100644 packages/readers/src/cosmosdb.ts
create mode 100644 unit/readers/SimpleCosmosDBReader.test.ts
diff --git a/.changeset/metal-cameras-argue.md b/.changeset/metal-cameras-argue.md
new file mode 100644
index 000000000..c58a38a0d
--- /dev/null
+++ b/.changeset/metal-cameras-argue.md
@@ -0,0 +1,6 @@
+---
+"llamaindex": patch
+"@llamaindex/readers": patch
+---
+
+Feature/ Add AzureCosmosDBNoSqlVectorStore and SimpleCosmosDBReader
diff --git a/examples/cosmosdb/addPlainData.ts b/examples/cosmosdb/addPlainData.ts
new file mode 100644
index 000000000..bc32359ce
--- /dev/null
+++ b/examples/cosmosdb/addPlainData.ts
@@ -0,0 +1,60 @@
+import { CosmosClient } from "@azure/cosmos";
+import { DefaultAzureCredential } from "@azure/identity";
+import * as dotenv from "dotenv";
+import * as fs from "fs";
+// Load environment variables from local .env file
+dotenv.config();
+
+const jsonFile = "./data/shortStories.json";
+const cosmosEndpoint = process.env.AZURE_COSMOSDB_NOSQL_ENDPOINT!;
+const cosmosConnectionString =
+ process.env.AZURE_COSMOSDB_NOSQL_CONNECTION_STRING!;
+const databaseName =
+ process.env.AZURE_COSMOSDB_DATABASE_NAME || "shortStoriesDatabase";
+const containerName =
+ process.env.AZURE_COSMOSDB_CONTAINER_NAME || "shortStoriesContainer";
+
+async function addDocumentsToCosmosDB() {
+ if (!cosmosConnectionString && !cosmosEndpoint) {
+ throw new Error(
+ "Azure CosmosDB connection string or endpoint must be set.",
+ );
+ }
+
+ let cosmosClient: CosmosClient;
+
+ const stories = JSON.parse(fs.readFileSync(jsonFile, "utf-8"));
+
+ // initialize the cosmos client
+ if (cosmosConnectionString) {
+ cosmosClient = new CosmosClient(cosmosConnectionString);
+ } else {
+ cosmosClient = new CosmosClient({
+ endpoint: cosmosEndpoint,
+ aadCredentials: new DefaultAzureCredential(),
+ });
+ }
+
+ // Create a new database and container if they don't exist
+ const { database } = await cosmosClient.databases.createIfNotExists({
+ id: databaseName,
+ });
+ const { container } = await database.containers.createIfNotExists({
+ id: containerName,
+ partitionKey: "/id",
+ });
+
+ console.log(
+ `Data import started to the CosmosDB container ${containerName}.`,
+ );
+ // Insert the short stories into the CosmosDB container
+ for (const story of stories) {
+ await container.items.create(story);
+ }
+
+ console.log(
+ `Successfully imported data to the CosmosDB container ${containerName}.`,
+ );
+}
+
+addDocumentsToCosmosDB().catch(console.error);
diff --git a/examples/cosmosdb/loadVectorData.ts b/examples/cosmosdb/loadVectorData.ts
new file mode 100644
index 000000000..8c1653e92
--- /dev/null
+++ b/examples/cosmosdb/loadVectorData.ts
@@ -0,0 +1,95 @@
+import { CosmosClient } from "@azure/cosmos";
+import { DefaultAzureCredential } from "@azure/identity";
+import {
+ SimpleCosmosDBReader,
+ SimpleCosmosDBReaderLoaderConfig,
+} from "@llamaindex/readers/cosmosdb";
+import * as dotenv from "dotenv";
+import {
+ AzureCosmosDBNoSqlVectorStore,
+ OpenAI,
+ OpenAIEmbedding,
+ Settings,
+ storageContextFromDefaults,
+ VectorStoreIndex,
+} from "llamaindex";
+// Load environment variables from local .env file
+dotenv.config();
+
+const cosmosEndpoint = process.env.AZURE_COSMOSDB_NOSQL_ENDPOINT!;
+const cosmosConnectionString =
+ process.env.AZURE_COSMOSDB_NOSQL_CONNECTION_STRING!;
+const databaseName =
+ process.env.AZURE_COSMOSDB_DATABASE_NAME || "shortStoriesDatabase";
+const collectionName =
+ process.env.AZURE_COSMOSDB_CONTAINER_NAME || "shortStoriesContainer";
+const vectorCollectionName =
+ process.env.AZURE_COSMOSDB_VECTOR_CONTAINER_NAME || "vectorContainer";
+
+// This exampple uses Azure OpenAI llm and embedding models
+const llmInit = {
+ azure: {
+ apiVersion: process.env.AZURE_OPENAI_LLM_API_VERSION,
+ endpoint: process.env.AZURE_OPENAI_LLM_ENDPOINT,
+ apiKey: process.env.AZURE_OPENAI_LLM_API_KEY,
+ },
+};
+
+const embedModelInit = {
+ azure: {
+ apiVersion: process.env.AZURE_OPENAI_EMBEDDING_API_VERSION,
+ endpoint: process.env.AZURE_OPENAI_EMBEDDING_ENDPOINT,
+ apiKey: process.env.AZURE_OPENAI_EMBEDDING_API_KEY,
+ },
+};
+
+Settings.llm = new OpenAI(llmInit);
+Settings.embedModel = new OpenAIEmbedding(embedModelInit);
+
+async function loadVectorData() {
+ if (!cosmosConnectionString && !cosmosEndpoint) {
+ throw new Error(
+ "Azure CosmosDB connection string or endpoint must be set.",
+ );
+ }
+
+ let cosmosClient: CosmosClient;
+ // initialize the cosmos client
+ if (cosmosConnectionString) {
+ cosmosClient = new CosmosClient(cosmosConnectionString);
+ } else {
+ cosmosClient = new CosmosClient({
+ endpoint: cosmosEndpoint,
+ aadCredentials: new DefaultAzureCredential(),
+ });
+ }
+
+ const reader = new SimpleCosmosDBReader(cosmosClient);
+ // create a configuration object for the reader
+ const simpleCosmosReaderConfig: SimpleCosmosDBReaderLoaderConfig = {
+ databaseName,
+ containerName: collectionName,
+ fields: ["text"],
+ query: "SELECT c.id, c.text as text, c.metadata as metadata FROM c",
+ metadataFields: ["metadata"],
+ };
+
+ // load objects from cosmos and convert them into LlamaIndex Document objects
+ const documents = await reader.loadData(simpleCosmosReaderConfig);
+ // create Azure CosmosDB as a vector store
+ const vectorStore = new AzureCosmosDBNoSqlVectorStore({
+ client: cosmosClient,
+ databaseName,
+ containerName: vectorCollectionName,
+ flatMetadata: false,
+ });
+
+ // Store the embeddings in the CosmosDB container
+ const storageContext = await storageContextFromDefaults({ vectorStore });
+ await VectorStoreIndex.fromDocuments(documents, { storageContext });
+ console.log(
+ `Successfully created embeddings in the CosmosDB container ${vectorCollectionName}.`,
+ );
+}
+
+loadVectorData().catch(console.error);
diff --git a/examples/cosmosdb/queryVectorData.ts b/examples/cosmosdb/queryVectorData.ts
new file mode 100644
index 000000000..47b5badfc
--- /dev/null
+++ b/examples/cosmosdb/queryVectorData.ts
@@ -0,0 +1,83 @@
+import { CosmosClient } from "@azure/cosmos";
+import { DefaultAzureCredential } from "@azure/identity";
+import * as dotenv from "dotenv";
+import {
+ AzureCosmosDBNoSQLConfig,
+ AzureCosmosDBNoSqlVectorStore,
+ OpenAI,
+ OpenAIEmbedding,
+ Settings,
+ VectorStoreIndex,
+} from "llamaindex";
+
+// Load environment variables from local .env file
+dotenv.config();
+
+const cosmosEndpoint = process.env.AZURE_COSMOSDB_NOSQL_ENDPOINT!;
+const cosmosConnectionString =
+ process.env.AZURE_COSMOSDB_NOSQL_CONNECTION_STRING!;
+const databaseName =
+ process.env.AZURE_COSMOSDB_DATABASE_NAME || "shortStoriesDatabase";
+const containerName =
+ process.env.AZURE_COSMOSDB_VECTOR_CONTAINER_NAME || "vectorContainer";
+
+const llmInit = {
+ azure: {
+ apiVersion: process.env.AZURE_OPENAI_LLM_API_VERSION,
+ endpoint: process.env.AZURE_OPENAI_LLM_ENDPOINT,
+ apiKey: process.env.AZURE_OPENAI_LLM_API_KEY,
+ },
+};
+
+const embedModelInit = {
+ azure: {
+ apiVersion: process.env.AZURE_OPENAI_EMBEDDING_API_VERSION,
+ endpoint: process.env.AZURE_OPENAI_EMBEDDING_ENDPOINT,
+ apiKey: process.env.AZURE_OPENAI_EMBEDDING_API_KEY,
+ },
+};
+
+Settings.llm = new OpenAI(llmInit);
+Settings.embedModel = new OpenAIEmbedding(embedModelInit);
+
+async function query() {
+ if (!cosmosConnectionString && !cosmosEndpoint) {
+ throw new Error(
+ "Azure CosmosDB connection string or endpoint must be set.",
+ );
+ }
+
+ let cosmosClient: CosmosClient;
+ // initialize the cosmos client
+ if (cosmosConnectionString) {
+ cosmosClient = new CosmosClient(cosmosConnectionString);
+ } else {
+ cosmosClient = new CosmosClient({
+ endpoint: cosmosEndpoint,
+ aadCredentials: new DefaultAzureCredential(),
+ });
+ }
+
+ // configure the Azure CosmosDB NoSQL Vector Store
+ const dbConfig: AzureCosmosDBNoSQLConfig = {
+ client: cosmosClient,
+ databaseName,
+ containerName,
+ flatMetadata: false,
+ };
+ const store = new AzureCosmosDBNoSqlVectorStore(dbConfig);
+
+ // create an index from the Azure CosmosDB NoSQL Vector Store
+ const index = await VectorStoreIndex.fromVectorStore(store);
+
+ // create a retriever and a query engine from the index
+ const retriever = index.asRetriever({ similarityTopK: 20 });
+ const queryEngine = index.asQueryEngine({ retriever });
+
+ const result = await queryEngine.query({
+ query: "Who all jog?", // Cosmo, Ludo, Maud, Hale, Constance, Garrison, Fergus, Rafe, Waverly, Rex, Loveday
+ });
+ console.log(result.message);
+}
+
+void query();
diff --git a/examples/data/shortStories.json b/examples/data/shortStories.json
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literal 0
HcmV?d00001
diff --git a/examples/package.json b/examples/package.json
index 85ad47e0a..aeee05af3 100644
--- a/examples/package.json
+++ b/examples/package.json
@@ -4,6 +4,7 @@
"version": "0.0.12",
"dependencies": {
"@aws-crypto/sha256-js": "^5.2.0",
+ "@azure/cosmos": "^4.1.1",
"@azure/identity": "^4.4.1",
"@datastax/astra-db-ts": "^1.4.1",
"@llamaindex/core": "^0.4.0",
diff --git a/packages/llamaindex/package.json b/packages/llamaindex/package.json
index 3155e5448..19c08cdb0 100644
--- a/packages/llamaindex/package.json
+++ b/packages/llamaindex/package.json
@@ -23,6 +23,7 @@
"@anthropic-ai/sdk": "0.27.1",
"@aws-crypto/sha256-js": "^5.2.0",
"@aws-sdk/client-sso-oidc": "^3.679.0",
+ "@azure/cosmos": "^4.1.1",
"@azure/identity": "^4.4.1",
"@datastax/astra-db-ts": "^1.4.1",
"@discoveryjs/json-ext": "^0.6.1",
diff --git a/packages/llamaindex/src/readers/index.ts b/packages/llamaindex/src/readers/index.ts
index 55b7a945a..903607085 100644
--- a/packages/llamaindex/src/readers/index.ts
+++ b/packages/llamaindex/src/readers/index.ts
@@ -4,6 +4,7 @@ export {
type ResultType,
} from "@llamaindex/cloud/reader";
export * from "@llamaindex/readers/assembly-ai";
+export * from "@llamaindex/readers/cosmosdb";
export * from "@llamaindex/readers/csv";
export * from "@llamaindex/readers/directory";
export * from "@llamaindex/readers/discord";
diff --git a/packages/llamaindex/src/vector-store/AzureCosmosDBNoSqlVectorStore.ts b/packages/llamaindex/src/vector-store/AzureCosmosDBNoSqlVectorStore.ts
new file mode 100644
index 000000000..0493db134
--- /dev/null
+++ b/packages/llamaindex/src/vector-store/AzureCosmosDBNoSqlVectorStore.ts
@@ -0,0 +1,363 @@
+import {
+ Container,
+ CosmosClient,
+ VectorEmbeddingDataType,
+ VectorEmbeddingDistanceFunction,
+ VectorIndexType,
+ type ContainerRequest,
+ type CosmosClientOptions,
+ type DatabaseRequest,
+ type IndexingPolicy,
+ type VectorEmbeddingPolicy,
+ type VectorIndex,
+} from "@azure/cosmos";
+import { DefaultAzureCredential, type TokenCredential } from "@azure/identity";
+import { BaseNode, MetadataMode } from "@llamaindex/core/schema";
+import { getEnv } from "@llamaindex/env";
+import { metadataDictToNode, nodeToMetadata } from "./utils.js";
+
+import {
+ BaseVectorStore,
+ type VectorStoreBaseParams,
+ type VectorStoreQuery,
+ type VectorStoreQueryResult,
+} from "./types.js";
+
+/** Azure Cosmos DB for NoSQL database creation options. */
+export type AzureCosmosDBNoSqlCreateDatabaseOptions = Partial<
+ Omit<DatabaseRequest, "id">
+>;
+/** Azure Cosmos DB for NoSQL container creation options. */
+export type AzureCosmosDBNoSqlCreateContainerOptions = Partial<
+ Omit<ContainerRequest, "id" | "vectorEmbeddingPolicy" | "indexingPolicy">
+>;
+
+export interface AzureCosmosDBNoSQLInitOptions {
+ readonly vectorEmbeddingPolicy?: VectorEmbeddingPolicy | undefined;
+ readonly indexingPolicy?: IndexingPolicy | undefined;
+ readonly createContainerOptions?:
+ | AzureCosmosDBNoSqlCreateContainerOptions
+ | undefined;
+ readonly createDatabaseOptions?:
+ | AzureCosmosDBNoSqlCreateDatabaseOptions
+ | undefined;
+}
+
+/**
+ * Configuration options for the `AzureCosmosDBNoSQLVectorStore` constructor.
+ */
+export interface AzureCosmosDBNoSQLConfig
+ extends AzureCosmosDBNoSQLInitOptions {
+ readonly client?: CosmosClient;
+ readonly connectionString?: string;
+ readonly endpoint?: string;
+ readonly credentials?: TokenCredential;
+ readonly databaseName?: string;
+ readonly containerName?: string;
+ readonly textKey?: string;
+ readonly metadataKey?: string;
+ readonly flatMetadata?: boolean;
+ readonly idKey?: string;
+}
+
+const USER_AGENT_PREFIX = "LlamaIndex-CDBNoSQL-VectorStore-JavaScript";
+
+const DEFAULT_VECTOR_EMBEDDING_POLICY = {
+ vectorEmbeddings: [
+ {
+ path: "/embedding",
+ dataType: VectorEmbeddingDataType.Float32,
+ distanceFunction: VectorEmbeddingDistanceFunction.Cosine,
+ dimensions: 1536,
+ },
+ ],
+};
+
+const DEFAULT_VECTOR_INDEXING_POLICY: VectorIndex[] = [
+ { path: "/embedding", type: VectorIndexType.QuantizedFlat },
+];
+
+function parseConnectionString(connectionString: string): {
+ endpoint: string;
+ key: string;
+} {
+ const parts = connectionString.split(";");
+ let endpoint = "";
+ let accountKey = "";
+
+ parts.forEach((part) => {
+ const [key, value] = part.split("=");
+ if (key && key.trim() === "AccountEndpoint") {
+ endpoint = value?.trim() ?? "";
+ } else if ((key ?? "").trim() === "AccountKey") {
+ accountKey = value?.trim() ?? "";
+ }
+ });
+
+ if (!endpoint || !accountKey) {
+ throw new Error(
+ "Invalid connection string: missing AccountEndpoint or AccountKey.",
+ );
+ }
+
+ return { endpoint, key: accountKey };
+}
+
+export class AzureCosmosDBNoSqlVectorStore extends BaseVectorStore {
+ storesText: boolean = true;
+
+ private initPromise?: Promise<void>;
+
+ private container!: Container;
+
+ /**
+ * The CosmosDB client. This is either passed in or created.
+ */
+ cosmosClient: CosmosClient;
+ /**
+ * The key to use for the text field in the CosmosDB container.
+ * Default: "text"
+ */
+ textKey: string;
+
+ flatMetadata: boolean = true;
+
+ /**
+ * The key to use for the id field in the CosmosDB container.
+ * Default: "id"
+ */
+ idKey: string;
+
+ /**
+ * The key to use for the metadata field in the CosmosDB container.
+ * Default: "metadata"
+ */
+ metadataKey: string;
+
+ /**
+ * The key to use for the vector embedding field in the CosmosDB container.
+ * Default: "embedding"
+ */
+ embeddingKey: string;
+
+ private initialize: () => Promise<void>;
+
+ client(): unknown {
+ return this.cosmosClient;
+ }
+
+ constructor(dbConfig: AzureCosmosDBNoSQLConfig & VectorStoreBaseParams) {
+ super(dbConfig);
+ const connectionString =
+ dbConfig.connectionString ??
+ getEnv("AZURE_COSMOSDB_NOSQL_CONNECTION_STRING");
+
+ const endpoint =
+ dbConfig.endpoint ?? getEnv("AZURE_COSMOSDB_NOSQL_ENDPOINT");
+
+ if (!dbConfig.client && !connectionString && !endpoint) {
+ throw new Error(
+ "CosmosDB client, connection string or endpoint must be set in the configuration.",
+ );
+ }
+
+ if (!dbConfig.client) {
+ if (connectionString) {
+ const { endpoint, key } = parseConnectionString(connectionString);
+ this.cosmosClient = new CosmosClient({
+ endpoint,
+ key,
+ userAgentSuffix: USER_AGENT_PREFIX,
+ } as CosmosClientOptions);
+ } else {
+ // Use managed identity
+ this.cosmosClient = new CosmosClient({
+ endpoint,
+ aadCredentials: dbConfig.credentials ?? new DefaultAzureCredential(),
+ userAgentSuffix: USER_AGENT_PREFIX,
+ } as CosmosClientOptions);
+ }
+ } else {
+ this.cosmosClient = dbConfig.client;
+ }
+
+ const client = this.cosmosClient;
+ const databaseName = dbConfig.databaseName ?? "vectorSearchDB";
+ const containerName = dbConfig.containerName ?? "vectorSearchContainer";
+ this.idKey = dbConfig.idKey ?? "id";
+ this.textKey = dbConfig.textKey ?? "text";
+ this.flatMetadata = dbConfig.flatMetadata ?? true;
+ this.metadataKey = dbConfig.metadataKey ?? "metadata";
+ const vectorEmbeddingPolicy =
+ dbConfig.vectorEmbeddingPolicy ?? DEFAULT_VECTOR_EMBEDDING_POLICY;
+ const indexingPolicy: IndexingPolicy = dbConfig.indexingPolicy ?? {
+ vectorIndexes: DEFAULT_VECTOR_INDEXING_POLICY,
+ };
+
+ this.embeddingKey =
+ vectorEmbeddingPolicy.vectorEmbeddings?.[0]?.path?.slice(1) ?? "";
+
+ if (!this.embeddingKey) {
+ throw new Error(
+ "AzureCosmosDBNoSQLVectorStore requires a valid vectorEmbeddings path",
+ );
+ }
+
+ // Deferring initialization to the first call to `initialize`
+ this.initialize = () => {
+ if (this.initPromise === undefined) {
+ this.initPromise = this.init(client, databaseName, containerName, {
+ vectorEmbeddingPolicy,
+ indexingPolicy,
+ createContainerOptions: dbConfig.createContainerOptions,
+ createDatabaseOptions: dbConfig.createDatabaseOptions,
+ }).catch((error) => {
+ console.error(
+ "Error during AzureCosmosDBNoSQLVectorStore initialization",
+ error,
+ );
+ });
+ }
+ return this.initPromise;
+ };
+ }
+
+ /**
+ * Adds document to the CosmosDB container.
+ *
+ * @returns an array of document ids which were added
+ */
+ async add(nodes: BaseNode[]): Promise<string[]> {
+ await this.initialize();
+ if (!nodes || nodes.length === 0) {
+ return [];
+ }
+
+ const docs = nodes.map((node) => {
+ const metadata = nodeToMetadata(
+ node,
+ true,
+ this.textKey,
+ this.flatMetadata,
+ );
+
+ return {
+ [this.idKey]: node.id_,
+ [this.embeddingKey]: node.getEmbedding(),
+ [this.textKey]: node.getContent(MetadataMode.NONE) || "",
+ [this.metadataKey]: metadata,
+ };
+ });
+
+ const ids: string[] = [];
+ const results = await Promise.allSettled(
+ docs.map((doc) => this.container.items.create(doc)),
+ );
+ for (const result of results) {
+ if (result.status === "fulfilled") {
+ ids.push(result.value.resource?.id ?? "");
+ } else {
+ ids.push("error: could not create item");
+ }
+ }
+ return ids;
+ }
+
+ /**
+ * Delete a document from the CosmosDB container.
+ *
+ * @param refDocId - The id of the document to delete
+ * @param deleteOptions - Any options to pass to the container.item.delete function
+ * @returns Promise that resolves if the delete query did not throw an error.
+ */
+ async delete(refDocId: string, deleteOptions?: object): Promise<void> {
+ await this.initialize();
+ await this.container.item(refDocId).delete(deleteOptions);
+ }
+
+ /**
+ * Performs a vector similarity search query in the CosmosDB container.
+ *
+ * @param query VectorStoreQuery
+ * @returns List of nodes along with similarityScore
+ */
+ async query(
+ query: VectorStoreQuery,
+ options?: object,
+ ): Promise<VectorStoreQueryResult> {
+ await this.initialize();
+ const params = {
+ vector: query.queryEmbedding!,
+ k: query.similarityTopK,
+ };
+
+ const nodes: BaseNode[] = [];
+ const ids: string[] = [];
+ const similarities: number[] = [];
+ const queryResults = await this.container.items
+ .query({
+ query:
+ "SELECT TOP @k c[@id] as id, c[@text] as text, c[@metadata] as metadata, VectorDistance(c[@embeddingKey],@embedding) AS SimilarityScore FROM c ORDER BY VectorDistance(c[@embeddingKey],@embedding)",
+ parameters: [
+ { name: "@k", value: params.k },
+ { name: "@id", value: this.idKey },
+ { name: "@text", value: this.textKey },
+ { name: "@metadata", value: this.metadataKey },
+ { name: "@embedding", value: params.vector },
+ { name: "@embeddingKey", value: this.embeddingKey },
+ ],
+ })
+ .fetchAll();
+
+ for (const item of queryResults.resources) {
+ const node = metadataDictToNode(item["metadata"], {
+ fallback: {
+ id_: item["id"],
+ text: item["text"],
+ ...item["metadata"],
+ },
+ });
+ node.setContent(item["text"]);
+ const nodeId = item["id"];
+ const nodeScore = item["SimilarityScore"];
+ nodes.push(node);
+ ids.push(nodeId);
+ similarities.push(nodeScore);
+ }
+
+ const result = {
+ nodes,
+ similarities,
+ ids,
+ };
+ return result;
+ }
+
+ /**
+ * Initialize the CosmosDB container.
+ */
+ private async init(
+ client: CosmosClient,
+ databaseName: string,
+ containerName: string,
+ initOptions: AzureCosmosDBNoSQLInitOptions,
+ ): Promise<void> {
+ const { database } = await client.databases.createIfNotExists({
+ ...(initOptions?.createDatabaseOptions ?? {}),
+ id: databaseName,
+ });
+
+ const { container } = await database.containers.createIfNotExists({
+ ...(initOptions?.createContainerOptions ?? {
+ partitionKey: { paths: ["/id"] },
+ }),
+ indexingPolicy: initOptions.indexingPolicy || {
+ vectorIndexes: DEFAULT_VECTOR_INDEXING_POLICY,
+ },
+ vectorEmbeddingPolicy:
+ initOptions?.vectorEmbeddingPolicy || DEFAULT_VECTOR_EMBEDDING_POLICY,
+ id: containerName,
+ });
+ this.container = container;
+ }
+}
diff --git a/packages/llamaindex/src/vector-store/index.ts b/packages/llamaindex/src/vector-store/index.ts
index f01bed7a5..90eac71d0 100644
--- a/packages/llamaindex/src/vector-store/index.ts
+++ b/packages/llamaindex/src/vector-store/index.ts
@@ -1,4 +1,5 @@
export * from "./AstraDBVectorStore.js";
+export * from "./AzureCosmosDBNoSqlVectorStore.js";
export * from "./ChromaVectorStore.js";
export * from "./MilvusVectorStore.js";
export * from "./MongoDBAtlasVectorStore.js";
diff --git a/packages/llamaindex/tests/mocks/TestableAzureCosmosDBNoSqlVectorStore.ts b/packages/llamaindex/tests/mocks/TestableAzureCosmosDBNoSqlVectorStore.ts
new file mode 100644
index 000000000..cc028bcec
--- /dev/null
+++ b/packages/llamaindex/tests/mocks/TestableAzureCosmosDBNoSqlVectorStore.ts
@@ -0,0 +1,39 @@
+import type { BaseNode } from "@llamaindex/core/schema";
+import type { Mocked } from "vitest";
+import { AzureCosmosDBNoSqlVectorStore } from "../../src/vector-store.js";
+
+export class TestableAzureCosmosDBNoSqlVectorStore extends AzureCosmosDBNoSqlVectorStore {
+ public nodes: BaseNode[] = [];
+ public client;
+
+ private fakeTimeout = (ms: number) => {
+ return new Promise((resolve) => setTimeout(resolve, ms));
+ };
+
+ public async add(nodes: BaseNode[]): Promise<string[]> {
+ this.nodes.push(...nodes);
+ await this.fakeTimeout(100);
+ for (const node of nodes) {
+ await this.client.databases.containers.items.create(node);
+ }
+ return nodes.map((node) => node.id_);
+ }
+
+ public async delete(nodeId: string): Promise<void> {
+ await this.client.databases.containers.item(nodeId).delete();
+ }
+
+ constructor(config: {
+ // eslint-disable-next-line @typescript-eslint/no-explicit-any
+ client: Mocked<any>;
+ endpoint: string;
+ idKey: string;
+ textKey: string;
+ metadataKey: string;
+ }) {
+ super(config);
+ this.client = config.client;
+ this.client.databases.createIfNotExists();
+ this.client.databases.containers.createIfNotExists();
+ }
+}
diff --git a/packages/llamaindex/tests/package.json b/packages/llamaindex/tests/package.json
index 03798bd09..28c53e921 100644
--- a/packages/llamaindex/tests/package.json
+++ b/packages/llamaindex/tests/package.json
@@ -10,6 +10,7 @@
"@faker-js/faker": "^9.0.1",
"llamaindex": "workspace:*",
"msw": "^2.6.0",
- "vitest": "^2.0.5"
+ "vitest": "^2.0.5",
+ "dotenv": "^16.4.5"
}
}
diff --git a/packages/llamaindex/tests/utility/mockCosmosClient.ts b/packages/llamaindex/tests/utility/mockCosmosClient.ts
new file mode 100644
index 000000000..ce525a134
--- /dev/null
+++ b/packages/llamaindex/tests/utility/mockCosmosClient.ts
@@ -0,0 +1,55 @@
+// mockCosmosClient.ts
+import { vi } from "vitest";
+
+export const createMockClient = (mockData?: unknown[]) => {
+ let id = 0;
+ const client = {
+ database: vi.fn().mockReturnValue({
+ container: vi.fn().mockReturnValue({
+ items: {
+ // eslint-disable-next-line @typescript-eslint/no-explicit-any
+ create: vi.fn().mockImplementation((doc: any) => ({
+ resource: { id: doc.id ?? `${id++}` },
+ })),
+ query: vi.fn().mockReturnThis(),
+ fetchAll: vi.fn().mockImplementation(() => ({
+ resources: mockData
+ ? mockData
+ : Array(id)
+ .fill(0)
+ .map((_, i) => ({ id: i })),
+ })),
+ },
+ item: vi.fn().mockReturnThis(),
+ delete: vi.fn(),
+ }),
+ }),
+ databases: {
+ createIfNotExists: vi.fn().mockReturnThis(),
+ get database() {
+ return this;
+ },
+ containers: {
+ createIfNotExists: vi.fn().mockReturnThis(),
+ get container() {
+ return this;
+ },
+ items: {
+ // eslint-disable-next-line @typescript-eslint/no-explicit-any
+ create: vi.fn().mockImplementation((doc: any) => ({
+ resource: { id: doc.id ?? `${id++}` },
+ })),
+ query: vi.fn().mockReturnThis(),
+ fetchAll: vi.fn().mockImplementation(() => ({
+ resources: Array(id)
+ .fill(0)
+ .map((_, i) => ({ id: i })),
+ })),
+ },
+ item: vi.fn().mockReturnThis(),
+ delete: vi.fn(),
+ },
+ },
+ };
+ return client;
+};
diff --git a/packages/llamaindex/tests/vector-stores/AzureCosmosDBNoSqlVectorStore.int.test.ts b/packages/llamaindex/tests/vector-stores/AzureCosmosDBNoSqlVectorStore.int.test.ts
new file mode 100644
index 000000000..c93433781
--- /dev/null
+++ b/packages/llamaindex/tests/vector-stores/AzureCosmosDBNoSqlVectorStore.int.test.ts
@@ -0,0 +1,183 @@
+import {
+ CosmosClient,
+ VectorEmbeddingDataType,
+ VectorEmbeddingDistanceFunction,
+ VectorIndexType,
+} from "@azure/cosmos";
+import { DefaultAzureCredential } from "@azure/identity";
+import * as dotenv from "dotenv";
+import {
+ AzureCosmosDBNoSqlVectorStore,
+ Document,
+ OpenAI,
+ OpenAIEmbedding,
+ Settings,
+ VectorStoreQueryMode,
+ type AzureCosmosDBNoSQLConfig,
+ type VectorStoreQueryResult,
+} from "llamaindex";
+import { beforeEach, describe, expect, it } from "vitest";
+dotenv.config();
+/*
+ * To run this test, you need have an Azure Cosmos DB for NoSQL instance
+ * running. You can deploy a free version on Azure Portal without any cost,
+ * following this guide:
+ * https://learn.microsoft.com/azure/cosmos-db/nosql/vector-search
+ *
+ * You do not need to create a database or collection, it will be created
+ * automatically by the test.
+ *
+ * Once you have the instance running, you need to set the following environment
+ * variables before running the test:
+ * - AZURE_COSMOSDB_NOSQL_CONNECTION_STRING or AZURE_COSMOSDB_NOSQL_ENDPOINT
+ * - AZURE_OPENAI_LLM_API_VERSION
+ * - AZURE_OPENAI_LLM_ENDPOINT
+ * - AZURE_OPENAI_LLM_API_KEY
+ * - AZURE_OPENAI_EMBEDDING_API_VERSION
+ * - AZURE_OPENAI_EMBEDDING_ENDPOINT
+ * - AZURE_OPENAI_EMBEDDING_API_KEY
+ *
+ * To use regular OpenAI instead of Azure OpenAI, configure the Settings.llm and Settings.embedModel accordingly.
+ */
+
+const DATABASE_NAME = "llamaIndexTestDatabase";
+const CONTAINER_NAME = "testContainer";
+let client: CosmosClient;
+
+const llmInit = {
+ azure: {
+ apiVersion: process.env.AZURE_OPENAI_LLM_API_VERSION,
+ endpoint: process.env.AZURE_OPENAI_LLM_ENDPOINT,
+ apiKey: process.env.AZURE_OPENAI_LLM_API_KEY,
+ },
+};
+
+const embedModelInit = {
+ azure: {
+ apiVersion: process.env.AZURE_OPENAI_EMBEDDING_API_VERSION,
+ endpoint: process.env.AZURE_OPENAI_EMBEDDING_ENDPOINT,
+ apiKey: process.env.AZURE_OPENAI_EMBEDDING_API_KEY,
+ },
+};
+
+Settings.llm = new OpenAI(llmInit);
+Settings.embedModel = new OpenAIEmbedding(embedModelInit);
+// This test is skipped because it requires an Azure Cosmos DB instance and OpenAI API keys
+describe.skip("AzureCosmosDBNoSQLVectorStore", () => {
+ beforeEach(async () => {
+ if (process.env.AZURE_COSMOSDB_NOSQL_CONNECTION_STRING) {
+ client = new CosmosClient(
+ process.env.AZURE_COSMOSDB_NOSQL_CONNECTION_STRING,
+ );
+ } else if (process.env.AZURE_COSMOSDB_NOSQL_ENDPOINT) {
+ client = new CosmosClient({
+ endpoint: process.env.AZURE_COSMOSDB_NOSQL_ENDPOINT,
+ aadCredentials: new DefaultAzureCredential(),
+ });
+ } else {
+ throw new Error(
+ "Please set the environment variable AZURE_COSMOSDB_NOSQL_CONNECTION_STRING or AZURE_COSMOSDB_NOSQL_ENDPOINT",
+ );
+ }
+
+ // Make sure the database does not exists
+ try {
+ await client.database(DATABASE_NAME).delete();
+ } catch {
+ // Ignore error if the database does not exist
+ }
+ });
+ it("perform query", async () => {
+ const config: AzureCosmosDBNoSQLConfig = {
+ idKey: "name",
+ textKey: "customText",
+ metadataKey: "customMetadata",
+ client: client,
+ databaseName: DATABASE_NAME,
+ containerName: CONTAINER_NAME,
+ createContainerOptions: {
+ throughput: 1000,
+ partitionKey: { paths: ["/key"] },
+ },
+ vectorEmbeddingPolicy: {
+ vectorEmbeddings: [
+ {
+ path: "/vector",
+ dataType: VectorEmbeddingDataType.Float32,
+ distanceFunction: VectorEmbeddingDistanceFunction.Euclidean,
+ dimensions: 1000,
+ },
+ ],
+ },
+ indexingPolicy: {
+ indexingMode: "consistent",
+ automatic: true,
+ includedPaths: [
+ {
+ path: "/*",
+ },
+ ],
+ excludedPaths: [
+ {
+ path: "/_etag/?",
+ },
+ {
+ path: "/metadata/?",
+ },
+ ],
+ vectorIndexes: [
+ {
+ path: "/vector",
+ type: VectorIndexType.QuantizedFlat,
+ },
+ ],
+ },
+ };
+
+ const vectorStore = new AzureCosmosDBNoSqlVectorStore(config);
+
+ const embeddings = await Settings.embedModel.getTextEmbeddings([
+ "This book is about politics",
+ "Cats sleeps a lot.",
+ "Sandwiches taste good.",
+ "The house is open",
+ "Sandwich",
+ ]);
+
+ expect(vectorStore).toBeDefined();
+ await vectorStore.add([
+ new Document({
+ id_: "1",
+ text: "This book is about politics",
+ embedding: embeddings[0],
+ metadata: { key: "politics" },
+ }),
+ new Document({
+ id_: "2",
+ text: "Cats sleeps a lot.",
+ embedding: embeddings[1],
+ metadata: { key: "cats" },
+ }),
+ new Document({
+ id_: "3",
+ text: "Sandwiches taste good.",
+ embedding: embeddings[2],
+ metadata: { key: "sandwiches" },
+ }),
+ new Document({
+ id_: "4",
+ text: "The house is open",
+ embedding: embeddings[3],
+ metadata: { key: "house" },
+ }),
+ ]);
+
+ const results: VectorStoreQueryResult = await vectorStore.query({
+ queryEmbedding: embeddings[4] || [],
+ similarityTopK: 1,
+ mode: VectorStoreQueryMode.DEFAULT,
+ });
+ expect(results.ids.length).toEqual(1);
+ expect(results.ids[0]).toEqual("3");
+ }, 1000000);
+});
diff --git a/packages/llamaindex/tests/vector-stores/AzureCosmosDBNoSqlVectorStore.test.ts b/packages/llamaindex/tests/vector-stores/AzureCosmosDBNoSqlVectorStore.test.ts
new file mode 100644
index 000000000..88a90802e
--- /dev/null
+++ b/packages/llamaindex/tests/vector-stores/AzureCosmosDBNoSqlVectorStore.test.ts
@@ -0,0 +1,98 @@
+/* eslint-disable @typescript-eslint/no-explicit-any */
+import type { BaseNode } from "@llamaindex/core/schema";
+import { beforeEach, describe, expect, it, vi } from "vitest";
+import { TestableAzureCosmosDBNoSqlVectorStore } from "../mocks/TestableAzureCosmosDBNoSqlVectorStore.js";
+import { createMockClient } from "../utility/mockCosmosClient.js"; // Import the mock client
+
+const createNodes = (n: number) => {
+ const nodes: BaseNode[] = [];
+ for (let i = 0; i < n; i += 1) {
+ nodes.push({
+ id_: `node-${i}`,
+ getEmbedding: () => [0.1, 0.2, 0.3, 0.4],
+ getContent: () => `content ${i}`,
+ } as unknown as BaseNode);
+ }
+ return nodes;
+};
+
+beforeEach(() => {
+ vi.clearAllMocks();
+});
+
+describe("AzureCosmosDBNoSqlVectorStore Tests", () => {
+ it("should initialize correctly", async () => {
+ const client = createMockClient();
+ const store = new TestableAzureCosmosDBNoSqlVectorStore({
+ client: client as any,
+ endpoint: "https://example.com",
+ idKey: "id",
+ textKey: "text",
+ metadataKey: "metadata",
+ });
+
+ await store.add(createNodes(10));
+
+ expect(store).toBeDefined();
+
+ expect(client.databases.createIfNotExists).toHaveBeenCalledTimes(1);
+ expect(client.databases.containers.createIfNotExists).toHaveBeenCalledTimes(
+ 1,
+ );
+ });
+
+ it("should add nodes", async () => {
+ const client = createMockClient();
+ const store = new TestableAzureCosmosDBNoSqlVectorStore({
+ client: client as any,
+ endpoint: "https://example.com",
+ idKey: "id",
+ textKey: "text",
+ metadataKey: "metadata",
+ });
+
+ expect(store).toBeDefined();
+
+ const nodes = createNodes(1500);
+ await store.add(nodes);
+
+ expect(client.databases.containers.items.create).toHaveBeenCalledTimes(
+ 1500,
+ );
+ });
+
+ it("should delete nodes", async () => {
+ const client = createMockClient();
+ const store = new TestableAzureCosmosDBNoSqlVectorStore({
+ client: client as any,
+ endpoint: "https://example.com",
+ idKey: "id",
+ textKey: "text",
+ metadataKey: "metadata",
+ });
+
+ const nodes = createNodes(10);
+ await store.add(nodes);
+
+ await store.delete("node-0");
+
+ expect(client.databases.containers.item().delete).toHaveBeenCalledTimes(1);
+ });
+
+ it("should use specified IDs", async () => {
+ const client = createMockClient();
+ const store = new TestableAzureCosmosDBNoSqlVectorStore({
+ client: client as any,
+ endpoint: "https://example.com",
+ idKey: "id",
+ textKey: "text",
+ metadataKey: "metadata",
+ });
+
+ expect(store).toBeDefined();
+
+ const result = await store.add(createNodes(2));
+ expect(client.databases.containers.items.create).toHaveBeenCalledTimes(2);
+ expect(result).toEqual(["node-0", "node-1"]);
+ });
+});
diff --git a/packages/readers/cosmosdb/package.json b/packages/readers/cosmosdb/package.json
new file mode 100644
index 000000000..10dbf8b62
--- /dev/null
+++ b/packages/readers/cosmosdb/package.json
@@ -0,0 +1,14 @@
+{
+ "type": "module",
+ "main": "./dist/index.cjs",
+ "module": "./dist/index.js",
+ "types": "./dist/index.d.ts",
+ "exports": {
+ ".": {
+ "edge-light": "./dist/index.edge-light.js",
+ "workerd": "./dist/index.workerd.js",
+ "default": "./dist/index.js"
+ }
+ },
+ "private": true
+}
diff --git a/packages/readers/package.json b/packages/readers/package.json
index c08ca7449..98fbeb6e5 100644
--- a/packages/readers/package.json
+++ b/packages/readers/package.json
@@ -24,6 +24,24 @@
"default": "./assembly-ai/dist/index.js"
}
},
+ "./cosmosdb": {
+ "edge-light": {
+ "types": "./cosmosdb/dist/index.edge-light.d.ts",
+ "default": "./cosmosdb/dist/index.edge-light.js"
+ },
+ "workerd": {
+ "types": "./cosmosdb/dist/index.workerd.d.ts",
+ "default": "./cosmosdb/dist/index.workerd.js"
+ },
+ "require": {
+ "types": "./cosmosdb/dist/index.d.cts",
+ "default": "./cosmosdb/dist/index.cjs"
+ },
+ "import": {
+ "types": "./cosmosdb/dist/index.d.ts",
+ "default": "./cosmosdb/dist/index.js"
+ }
+ },
"./csv": {
"edge-light": {
"types": "./csv/dist/index.edge-light.d.ts",
@@ -243,6 +261,7 @@
},
"files": [
"assembly-ai",
+ "cosmosdb",
"csv",
"directory",
"discord",
@@ -279,6 +298,7 @@
"@llamaindex/env": "workspace:*"
},
"dependencies": {
+ "@azure/cosmos": "^4.1.1",
"@discordjs/rest": "^2.3.0",
"@discoveryjs/json-ext": "^0.6.1",
"assemblyai": "^4.7.0",
diff --git a/packages/readers/src/cosmosdb.ts b/packages/readers/src/cosmosdb.ts
new file mode 100644
index 000000000..6a8e4f6c4
--- /dev/null
+++ b/packages/readers/src/cosmosdb.ts
@@ -0,0 +1,87 @@
+import type { CosmosClient, SqlQuerySpec } from "@azure/cosmos";
+import type { Metadata } from "@llamaindex/core/schema";
+import { type BaseReader, Document } from "@llamaindex/core/schema";
+
+export type SimpleCosmosDBReaderLoaderConfig = {
+ /**
+ * The name of the database to read.
+ */
+ databaseName: string;
+ /**
+ * The name of the container to read.
+ */
+ containerName: string;
+ /**
+ * An array of field names to retrieve from each document. Defaults to ["text"].
+ */
+ fields?: string[];
+ /**
+ * The separator to join multiple field values. Defaults to an empty string.
+ */
+ fieldSeparator?: string;
+ /**
+ * A custom query to filter the documents. Defaults to `SELECT * FROM c`.
+ */
+ query?: string | SqlQuerySpec;
+ /**
+ * An optional array of metadata field names. If specified extracts this information as metadata.
+ */
+ metadataFields?: string[];
+};
+
+/**
+ * Read data from CosmosDB.
+ */
+export class SimpleCosmosDBReader implements BaseReader {
+ /**
+ * The CosmosDB client.
+ */
+ private client: CosmosClient;
+
+ constructor(client: CosmosClient) {
+ this.client = client;
+ }
+
+ /**
+ * Loads data from a Cosmos DB container
+ * @returns {Promise<Document[]>}
+ */
+ public async loadData(
+ config: SimpleCosmosDBReaderLoaderConfig,
+ ): Promise<Document[]> {
+ if (!config.databaseName || !config.containerName) {
+ throw new Error("databaseName and containerName are required");
+ }
+ const database = this.client.database(config.databaseName);
+ const container = database.container(config.containerName);
+ const query = config.query || "SELECT * FROM c";
+ const fields = config.fields || ["text"];
+ const fieldSeparator = config.fieldSeparator || "";
+ const metadataFields = config.metadataFields;
+
+ try {
+ let res = await container.items.query(query).fetchAll();
+ const documents: Document[] = [];
+
+ for (const item of res.resources) {
+ const texts: Array<string | string[]> = fields.map(
+ (name) => item[name],
+ );
+ const flattenedTexts = texts.flat();
+ const text = flattenedTexts.join(fieldSeparator);
+
+ let metadata: Metadata = {};
+ if (metadataFields) {
+ metadata = Object.fromEntries(
+ metadataFields.map((name) => [name, item[name]]),
+ );
+ }
+ documents.push(new Document({ id_: item.id, text, metadata }));
+ }
+
+ return documents;
+ } catch (error) {
+ throw new Error(`Error loading data from Cosmos DB: ${error}`);
+ }
+ }
+}
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index c70e03397..7b9098d88 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -62,7 +62,7 @@ importers:
dependencies:
'@docusaurus/core':
specifier: 3.5.2
- version: 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ version: 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
'@docusaurus/remark-plugin-npm2yarn':
specifier: 3.5.2
version: 3.5.2
@@ -96,16 +96,16 @@ importers:
devDependencies:
'@docusaurus/module-type-aliases':
specifier: 3.5.2
- version: 3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+ version: 3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
'@docusaurus/preset-classic':
specifier: 3.5.2
- version: 3.5.2(@algolia/client-search@5.12.0)(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(@types/react@18.3.12)(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(search-insights@2.17.2)(typescript@5.6.3)
+ version: 3.5.2(@algolia/client-search@5.12.0)(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(@types/react@18.3.12)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(search-insights@2.17.2)(typescript@5.6.3)
'@docusaurus/theme-classic':
specifier: 3.5.2
- version: 3.5.2(@types/react@18.3.12)(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ version: 3.5.2(@types/react@18.3.12)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
'@docusaurus/types':
specifier: 3.5.2
- version: 3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+ version: 3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
'@tsconfig/docusaurus':
specifier: 2.0.3
version: 2.0.3
@@ -174,10 +174,10 @@ importers:
version: 1.1.3(@types/react-dom@18.3.1)(@types/react@18.3.12)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
'@vercel/functions':
specifier: ^1.5.0
- version: 1.5.0(@aws-sdk/credential-provider-web-identity@3.679.0)
+ version: 1.5.0(@aws-sdk/credential-provider-web-identity@3.679.0(@aws-sdk/client-sts@3.682.0))
ai:
specifier: ^3.4.31
- version: 3.4.31(openai@4.69.0(zod@3.23.8))(react@18.3.1)(sswr@2.1.0(svelte@5.1.9))(svelte@5.1.9)(vue@3.5.12(typescript@5.6.3))(zod@3.23.8)
+ version: 3.4.31(openai@4.69.0(encoding@0.1.13)(zod@3.23.8))(react@18.3.1)(sswr@2.1.0(svelte@5.1.9))(svelte@5.1.9)(vue@3.5.12(typescript@5.6.3))(zod@3.23.8)
class-variance-authority:
specifier: ^0.7.0
version: 0.7.0
@@ -258,7 +258,7 @@ importers:
version: 1.22.2
shiki-magic-move:
specifier: ^0.5.0
- version: 0.5.0(react@18.3.1)(shiki@1.22.2)(vue@3.5.12(typescript@5.6.3))
+ version: 0.5.0(react@18.3.1)(shiki@1.22.2)(svelte@5.1.9)(vue@3.5.12(typescript@5.6.3))
swr:
specifier: ^2.2.5
version: 2.2.5(react@18.3.1)
@@ -341,6 +341,9 @@ importers:
'@aws-crypto/sha256-js':
specifier: ^5.2.0
version: 5.2.0
+ '@azure/cosmos':
+ specifier: ^4.1.1
+ version: 4.1.1
'@azure/identity':
specifier: ^4.4.1
version: 4.5.0
@@ -370,7 +373,7 @@ importers:
version: 2.4.9
chromadb:
specifier: ^1.8.1
- version: 1.9.2(cohere-ai@7.14.0(encoding@0.1.13))(encoding@0.1.13)(openai@4.69.0(encoding@0.1.13))
+ version: 1.9.2(cohere-ai@7.14.0(encoding@0.1.13))(encoding@0.1.13)(openai@4.69.0(encoding@0.1.13)(zod@3.23.8))
commander:
specifier: ^12.1.0
version: 12.1.0
@@ -385,7 +388,7 @@ importers:
version: link:../packages/llamaindex
mongodb:
specifier: ^6.7.0
- version: 6.10.0(@aws-sdk/credential-providers@3.682.0)
+ version: 6.10.0(@aws-sdk/credential-providers@3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0)))
pathe:
specifier: ^1.1.2
version: 1.1.2
@@ -502,7 +505,7 @@ importers:
version: 1.1.0(@types/react@18.3.12)(react@18.3.1)
ai:
specifier: ^3.3.21
- version: 3.4.31(openai@4.69.0(zod@3.23.8))(react@18.3.1)(sswr@2.1.0(svelte@5.1.9))(svelte@5.1.9)(vue@3.5.12(typescript@5.6.3))(zod@3.23.8)
+ version: 3.4.31(openai@4.69.0(encoding@0.1.13)(zod@3.23.8))(react@18.3.1)(sswr@2.1.0(svelte@5.1.9))(svelte@5.1.9)(vue@3.5.12(typescript@5.6.3))(zod@3.23.8)
class-variance-authority:
specifier: ^0.7.0
version: 0.7.0
@@ -726,7 +729,10 @@ importers:
version: 5.2.0
'@aws-sdk/client-sso-oidc':
specifier: ^3.679.0
- version: 3.682.0(@aws-sdk/client-sts@3.678.0)
+ version: 3.682.0(@aws-sdk/client-sts@3.682.0)
+ '@azure/cosmos':
+ specifier: ^4.1.1
+ version: 4.1.1
'@azure/identity':
specifier: ^4.4.1
version: 4.5.0
@@ -822,13 +828,13 @@ importers:
version: 4.7.1(bufferutil@4.0.8)
chromadb:
specifier: 1.9.2
- version: 1.9.2(@google/generative-ai@0.12.0)(cohere-ai@7.13.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))(encoding@0.1.13))(encoding@0.1.13)(openai@4.69.0(encoding@0.1.13)(zod@3.23.8))
+ version: 1.9.2(@google/generative-ai@0.12.0)(cohere-ai@7.13.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0))(encoding@0.1.13))(encoding@0.1.13)(openai@4.69.0(encoding@0.1.13)(zod@3.23.8))
chromadb-default-embed:
specifier: ^2.13.2
version: 2.13.2
cohere-ai:
specifier: 7.13.0
- version: 7.13.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))(encoding@0.1.13)
+ version: 7.13.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0))(encoding@0.1.13)
gpt-tokenizer:
specifier: ^2.5.0
version: 2.5.1
@@ -846,7 +852,7 @@ importers:
version: 1.10.0
mongodb:
specifier: ^6.7.0
- version: 6.10.0(@aws-sdk/credential-providers@3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0)))
+ version: 6.10.0(@aws-sdk/credential-providers@3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0)))
openai:
specifier: ^4.60.0
version: 4.69.0(encoding@0.1.13)(zod@3.23.8)
@@ -969,7 +975,7 @@ importers:
dependencies:
ai:
specifier: ^3.3.21
- version: 3.4.31(openai@4.69.0(zod@3.23.8))(react@18.3.1)(sswr@2.1.0(svelte@5.1.9))(svelte@5.1.9)(vue@3.5.12(typescript@5.6.3))(zod@3.23.8)
+ version: 3.4.31(openai@4.69.0(encoding@0.1.13)(zod@3.23.8))(react@18.3.1)(sswr@2.1.0(svelte@5.1.9))(svelte@5.1.9)(vue@3.5.12(typescript@5.6.3))(zod@3.23.8)
llamaindex:
specifier: workspace:*
version: link:../../..
@@ -1115,6 +1121,9 @@ importers:
'@faker-js/faker':
specifier: ^9.0.1
version: 9.1.0
+ dotenv:
+ specifier: ^16.4.5
+ version: 16.4.5
llamaindex:
specifier: workspace:*
version: link:..
@@ -1320,6 +1329,9 @@ importers:
packages/readers:
dependencies:
+ '@azure/cosmos':
+ specifier: ^4.1.1
+ version: 4.1.1
'@discordjs/rest':
specifier: ^2.3.0
version: 2.4.0
@@ -1340,7 +1352,7 @@ importers:
version: 1.8.0
mongodb:
specifier: ^6.7.0
- version: 6.10.0(@aws-sdk/credential-providers@3.682.0)
+ version: 6.10.0(@aws-sdk/credential-providers@3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0)))
notion-md-crawler:
specifier: ^1.0.0
version: 1.0.0(encoding@0.1.13)
@@ -1440,6 +1452,9 @@ importers:
specifier: ^0.23.0
version: 0.23.0(tree-sitter@0.22.0)
devDependencies:
+ '@azure/cosmos':
+ specifier: ^4.1.1
+ version: 4.1.1
'@faker-js/faker':
specifier: ^9.0.1
version: 9.1.0
@@ -1905,6 +1920,10 @@ packages:
resolution: {integrity: sha512-DxOSLua+NdpWoSqULhjDyAZTXFdP/LKkqtYuxxz1SCN289zk3OG8UOpnCQAz/tygyACBtWp/BoO72ptK7msY8g==}
engines: {node: '>=18.0.0'}
+ '@azure/cosmos@4.1.1':
+ resolution: {integrity: sha512-EKcRHZy3enhz7hU/qlwW2urcoF7haFkQRbLhR+rUaAtzDaN6+F/rH4xJtNc94NjOEoeHUI+bkze63ZA55Gca0A==}
+ engines: {node: '>=18.0.0'}
+
'@azure/identity@4.5.0':
resolution: {integrity: sha512-EknvVmtBuSIic47xkOqyNabAme0RYTw52BTMz8eBgU1ysTyMrD1uOoM+JdS0J/4Yfp98IBT3osqq3BfwSaNaGQ==}
engines: {node: '>=18.0.0'}
@@ -9068,6 +9087,9 @@ packages:
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hasBin: true
+ jsbi@4.3.0:
+ resolution: {integrity: sha512-SnZNcinB4RIcnEyZqFPdGPVgrg2AcnykiBy0sHVJQKHYeaLUvi3Exj+iaPpLnFVkDPZIV4U0yvgC9/R4uEAZ9g==}
+
jsesc@0.5.0:
resolution: {integrity: sha512-uZz5UnB7u4T9LvwmFqXii7pZSouaRPorGs5who1Ip7VO0wxanFvBL7GkM6dTHlgX+jhBApRetaWpnDabOeTcnA==}
hasBin: true
@@ -10966,6 +10988,9 @@ packages:
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resolution: {integrity: sha512-dKp+C4iXWK4vVYZmYSd0KBH5F/h1HoZRsbJ82AVKRO3PEo8L4lBS/vLwhVtpwwuYcoIsVY+1JYKR268yn480uQ==}
+ priorityqueuejs@2.0.0:
+ resolution: {integrity: sha512-19BMarhgpq3x4ccvVi8k2QpJZcymo/iFUcrhPd4V96kYGovOdTsWwy7fxChYi4QY+m2EnGBWSX9Buakz+tWNQQ==}
+
prism-react-renderer@2.4.0:
resolution: {integrity: sha512-327BsVCD/unU4CNLZTWVHyUHKnsqcvj2qbPlQ8MiBE2eq2rgctjigPA1Gp9HLF83kZ20zNN6jgizHJeEsyFYOw==}
peerDependencies:
@@ -11654,6 +11679,10 @@ packages:
resolution: {integrity: sha512-th5B4L2U+eGLq1TVh7zNRGBapioSORUeymIydxgFpwww9d2qyKvtuPU2jJuHvYAwwqi2Y596QBL3eEqcPEYL8Q==}
engines: {node: '>=10'}
+ semaphore@1.1.0:
+ resolution: {integrity: sha512-O4OZEaNtkMd/K0i6js9SL+gqy0ZCBMgUvlSqHKi4IBdjhe7wB8pwztUk1BbZ1fmrvpwFrPbHzqd2w5pTcJH6LA==}
+ engines: {node: '>=0.8.0'}
+
semver-diff@4.0.0:
resolution: {integrity: sha512-0Ju4+6A8iOnpL/Thra7dZsSlOHYAHIeMxfhWQRI1/VLcT3WDBZKKtQt/QkBOsiIN9ZpuvHE6cGZ0x4glCMmfiA==}
engines: {node: '>=12'}
@@ -13736,51 +13765,6 @@ snapshots:
transitivePeerDependencies:
- aws-crt
- '@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0)':
- dependencies:
- '@aws-crypto/sha256-browser': 5.2.0
- '@aws-crypto/sha256-js': 5.2.0
- '@aws-sdk/client-sts': 3.678.0
- '@aws-sdk/core': 3.679.0
- '@aws-sdk/credential-provider-node': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))(@aws-sdk/client-sts@3.678.0)
- '@aws-sdk/middleware-host-header': 3.679.0
- '@aws-sdk/middleware-logger': 3.679.0
- '@aws-sdk/middleware-recursion-detection': 3.679.0
- '@aws-sdk/middleware-user-agent': 3.682.0
- '@aws-sdk/region-config-resolver': 3.679.0
- '@aws-sdk/types': 3.679.0
- '@aws-sdk/util-endpoints': 3.679.0
- '@aws-sdk/util-user-agent-browser': 3.679.0
- '@aws-sdk/util-user-agent-node': 3.682.0
- '@smithy/config-resolver': 3.0.10
- '@smithy/core': 2.5.1
- '@smithy/fetch-http-handler': 3.2.9
- '@smithy/hash-node': 3.0.8
- '@smithy/invalid-dependency': 3.0.8
- '@smithy/middleware-content-length': 3.0.10
- '@smithy/middleware-endpoint': 3.2.1
- '@smithy/middleware-retry': 3.0.25
- '@smithy/middleware-serde': 3.0.8
- '@smithy/middleware-stack': 3.0.8
- '@smithy/node-config-provider': 3.1.9
- '@smithy/node-http-handler': 3.2.5
- '@smithy/protocol-http': 4.1.5
- '@smithy/smithy-client': 3.4.2
- '@smithy/types': 3.6.0
- '@smithy/url-parser': 3.0.8
- '@smithy/util-base64': 3.0.0
- '@smithy/util-body-length-browser': 3.0.0
- '@smithy/util-body-length-node': 3.0.0
- '@smithy/util-defaults-mode-browser': 3.0.25
- '@smithy/util-defaults-mode-node': 3.0.25
- '@smithy/util-endpoints': 2.1.4
- '@smithy/util-middleware': 3.0.8
- '@smithy/util-retry': 3.0.8
- '@smithy/util-utf8': 3.0.0
- tslib: 2.8.0
- transitivePeerDependencies:
- - aws-crt
-
'@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0)':
dependencies:
'@aws-crypto/sha256-browser': 5.2.0
@@ -14101,44 +14085,6 @@ snapshots:
- '@aws-sdk/client-sso-oidc'
- aws-crt
- '@aws-sdk/credential-provider-ini@3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))(@aws-sdk/client-sts@3.678.0)':
- dependencies:
- '@aws-sdk/client-sts': 3.678.0
- '@aws-sdk/core': 3.679.0
- '@aws-sdk/credential-provider-env': 3.679.0
- '@aws-sdk/credential-provider-http': 3.679.0
- '@aws-sdk/credential-provider-process': 3.679.0
- '@aws-sdk/credential-provider-sso': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))
- '@aws-sdk/credential-provider-web-identity': 3.679.0(@aws-sdk/client-sts@3.678.0)
- '@aws-sdk/types': 3.679.0
- '@smithy/credential-provider-imds': 3.2.5
- '@smithy/property-provider': 3.1.8
- '@smithy/shared-ini-file-loader': 3.1.9
- '@smithy/types': 3.6.0
- tslib: 2.8.1
- transitivePeerDependencies:
- - '@aws-sdk/client-sso-oidc'
- - aws-crt
-
- '@aws-sdk/credential-provider-ini@3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))(@aws-sdk/client-sts@3.682.0)':
- dependencies:
- '@aws-sdk/client-sts': 3.682.0
- '@aws-sdk/core': 3.679.0
- '@aws-sdk/credential-provider-env': 3.679.0
- '@aws-sdk/credential-provider-http': 3.679.0
- '@aws-sdk/credential-provider-process': 3.679.0
- '@aws-sdk/credential-provider-sso': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))
- '@aws-sdk/credential-provider-web-identity': 3.679.0(@aws-sdk/client-sts@3.682.0)
- '@aws-sdk/types': 3.679.0
- '@smithy/credential-provider-imds': 3.2.5
- '@smithy/property-provider': 3.1.8
- '@smithy/shared-ini-file-loader': 3.1.9
- '@smithy/types': 3.6.0
- tslib: 2.8.1
- transitivePeerDependencies:
- - '@aws-sdk/client-sso-oidc'
- - aws-crt
-
'@aws-sdk/credential-provider-ini@3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0))(@aws-sdk/client-sts@3.682.0)':
dependencies:
'@aws-sdk/client-sts': 3.682.0
@@ -14177,44 +14123,6 @@ snapshots:
- '@aws-sdk/client-sts'
- aws-crt
- '@aws-sdk/credential-provider-node@3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))(@aws-sdk/client-sts@3.678.0)':
- dependencies:
- '@aws-sdk/credential-provider-env': 3.679.0
- '@aws-sdk/credential-provider-http': 3.679.0
- '@aws-sdk/credential-provider-ini': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))(@aws-sdk/client-sts@3.678.0)
- '@aws-sdk/credential-provider-process': 3.679.0
- '@aws-sdk/credential-provider-sso': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))
- '@aws-sdk/credential-provider-web-identity': 3.679.0(@aws-sdk/client-sts@3.678.0)
- '@aws-sdk/types': 3.679.0
- '@smithy/credential-provider-imds': 3.2.5
- '@smithy/property-provider': 3.1.8
- '@smithy/shared-ini-file-loader': 3.1.9
- '@smithy/types': 3.6.0
- tslib: 2.8.0
- transitivePeerDependencies:
- - '@aws-sdk/client-sso-oidc'
- - '@aws-sdk/client-sts'
- - aws-crt
-
- '@aws-sdk/credential-provider-node@3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))(@aws-sdk/client-sts@3.682.0)':
- dependencies:
- '@aws-sdk/credential-provider-env': 3.679.0
- '@aws-sdk/credential-provider-http': 3.679.0
- '@aws-sdk/credential-provider-ini': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))(@aws-sdk/client-sts@3.682.0)
- '@aws-sdk/credential-provider-process': 3.679.0
- '@aws-sdk/credential-provider-sso': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))
- '@aws-sdk/credential-provider-web-identity': 3.679.0(@aws-sdk/client-sts@3.682.0)
- '@aws-sdk/types': 3.679.0
- '@smithy/credential-provider-imds': 3.2.5
- '@smithy/property-provider': 3.1.8
- '@smithy/shared-ini-file-loader': 3.1.9
- '@smithy/types': 3.6.0
- tslib: 2.8.0
- transitivePeerDependencies:
- - '@aws-sdk/client-sso-oidc'
- - '@aws-sdk/client-sts'
- - aws-crt
-
'@aws-sdk/credential-provider-node@3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0))(@aws-sdk/client-sts@3.682.0)':
dependencies:
'@aws-sdk/credential-provider-env': 3.679.0
@@ -14234,26 +14142,6 @@ snapshots:
- '@aws-sdk/client-sts'
- aws-crt
- '@aws-sdk/credential-provider-node@3.682.0(@aws-sdk/client-sts@3.682.0)':
- dependencies:
- '@aws-sdk/credential-provider-env': 3.679.0
- '@aws-sdk/credential-provider-http': 3.679.0
- '@aws-sdk/credential-provider-ini': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))(@aws-sdk/client-sts@3.682.0)
- '@aws-sdk/credential-provider-process': 3.679.0
- '@aws-sdk/credential-provider-sso': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))
- '@aws-sdk/credential-provider-web-identity': 3.679.0(@aws-sdk/client-sts@3.682.0)
- '@aws-sdk/types': 3.679.0
- '@smithy/credential-provider-imds': 3.2.5
- '@smithy/property-provider': 3.1.8
- '@smithy/shared-ini-file-loader': 3.1.9
- '@smithy/types': 3.6.0
- tslib: 2.8.0
- transitivePeerDependencies:
- - '@aws-sdk/client-sso-oidc'
- - '@aws-sdk/client-sts'
- - aws-crt
- optional: true
-
'@aws-sdk/credential-provider-process@3.678.0':
dependencies:
'@aws-sdk/core': 3.678.0
@@ -14286,20 +14174,6 @@ snapshots:
- '@aws-sdk/client-sso-oidc'
- aws-crt
- '@aws-sdk/credential-provider-sso@3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))':
- dependencies:
- '@aws-sdk/client-sso': 3.682.0
- '@aws-sdk/core': 3.679.0
- '@aws-sdk/token-providers': 3.679.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))
- '@aws-sdk/types': 3.679.0
- '@smithy/property-provider': 3.1.8
- '@smithy/shared-ini-file-loader': 3.1.9
- '@smithy/types': 3.6.0
- tslib: 2.8.1
- transitivePeerDependencies:
- - '@aws-sdk/client-sso-oidc'
- - aws-crt
-
'@aws-sdk/credential-provider-sso@3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0))':
dependencies:
'@aws-sdk/client-sso': 3.682.0
@@ -14323,15 +14197,6 @@ snapshots:
'@smithy/types': 3.6.0
tslib: 2.8.1
- '@aws-sdk/credential-provider-web-identity@3.679.0(@aws-sdk/client-sts@3.678.0)':
- dependencies:
- '@aws-sdk/client-sts': 3.678.0
- '@aws-sdk/core': 3.679.0
- '@aws-sdk/types': 3.679.0
- '@smithy/property-provider': 3.1.8
- '@smithy/types': 3.6.0
- tslib: 2.8.1
-
'@aws-sdk/credential-provider-web-identity@3.679.0(@aws-sdk/client-sts@3.682.0)':
dependencies:
'@aws-sdk/client-sts': 3.682.0
@@ -14341,7 +14206,7 @@ snapshots:
'@smithy/types': 3.6.0
tslib: 2.8.1
- '@aws-sdk/credential-providers@3.682.0':
+ '@aws-sdk/credential-providers@3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0))':
dependencies:
'@aws-sdk/client-cognito-identity': 3.682.0
'@aws-sdk/client-sso': 3.682.0
@@ -14350,34 +14215,10 @@ snapshots:
'@aws-sdk/credential-provider-cognito-identity': 3.682.0
'@aws-sdk/credential-provider-env': 3.679.0
'@aws-sdk/credential-provider-http': 3.679.0
- '@aws-sdk/credential-provider-ini': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))(@aws-sdk/client-sts@3.682.0)
- '@aws-sdk/credential-provider-node': 3.682.0(@aws-sdk/client-sts@3.682.0)
- '@aws-sdk/credential-provider-process': 3.679.0
- '@aws-sdk/credential-provider-sso': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))
- '@aws-sdk/credential-provider-web-identity': 3.679.0(@aws-sdk/client-sts@3.682.0)
- '@aws-sdk/types': 3.679.0
- '@smithy/credential-provider-imds': 3.2.5
- '@smithy/property-provider': 3.1.8
- '@smithy/types': 3.6.0
- tslib: 2.8.1
- transitivePeerDependencies:
- - '@aws-sdk/client-sso-oidc'
- - aws-crt
- optional: true
-
- '@aws-sdk/credential-providers@3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))':
- dependencies:
- '@aws-sdk/client-cognito-identity': 3.682.0
- '@aws-sdk/client-sso': 3.682.0
- '@aws-sdk/client-sts': 3.682.0
- '@aws-sdk/core': 3.679.0
- '@aws-sdk/credential-provider-cognito-identity': 3.682.0
- '@aws-sdk/credential-provider-env': 3.679.0
- '@aws-sdk/credential-provider-http': 3.679.0
- '@aws-sdk/credential-provider-ini': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))(@aws-sdk/client-sts@3.682.0)
- '@aws-sdk/credential-provider-node': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))(@aws-sdk/client-sts@3.682.0)
+ '@aws-sdk/credential-provider-ini': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0))(@aws-sdk/client-sts@3.682.0)
+ '@aws-sdk/credential-provider-node': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0))(@aws-sdk/client-sts@3.682.0)
'@aws-sdk/credential-provider-process': 3.679.0
- '@aws-sdk/credential-provider-sso': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))
+ '@aws-sdk/credential-provider-sso': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0))
'@aws-sdk/credential-provider-web-identity': 3.679.0(@aws-sdk/client-sts@3.682.0)
'@aws-sdk/types': 3.679.0
'@smithy/credential-provider-imds': 3.2.5
@@ -14485,15 +14326,6 @@ snapshots:
'@smithy/types': 3.6.0
tslib: 2.8.1
- '@aws-sdk/token-providers@3.679.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))':
- dependencies:
- '@aws-sdk/client-sso-oidc': 3.682.0(@aws-sdk/client-sts@3.678.0)
- '@aws-sdk/types': 3.679.0
- '@smithy/property-provider': 3.1.8
- '@smithy/shared-ini-file-loader': 3.1.9
- '@smithy/types': 3.6.0
- tslib: 2.8.1
-
'@aws-sdk/token-providers@3.679.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0))':
dependencies:
'@aws-sdk/client-sso-oidc': 3.682.0(@aws-sdk/client-sts@3.682.0)
@@ -14609,6 +14441,21 @@ snapshots:
'@azure/abort-controller': 2.1.2
tslib: 2.8.0
+ '@azure/cosmos@4.1.1':
+ dependencies:
+ '@azure/abort-controller': 2.1.2
+ '@azure/core-auth': 1.9.0
+ '@azure/core-rest-pipeline': 1.17.0
+ '@azure/core-tracing': 1.1.2
+ '@azure/core-util': 1.11.0
+ fast-json-stable-stringify: 2.1.0
+ jsbi: 4.3.0
+ priorityqueuejs: 2.0.0
+ semaphore: 1.1.0
+ tslib: 2.8.1
+ transitivePeerDependencies:
+ - supports-color
+
'@azure/identity@4.5.0':
dependencies:
'@azure/abort-controller': 2.1.2
@@ -15772,7 +15619,7 @@ snapshots:
transitivePeerDependencies:
- '@algolia/client-search'
- '@docusaurus/core@3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
+ '@docusaurus/core@3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
dependencies:
'@babel/core': 7.25.2
'@babel/generator': 7.25.6
@@ -15786,10 +15633,10 @@ snapshots:
'@babel/traverse': 7.25.6
'@docusaurus/cssnano-preset': 3.5.2
'@docusaurus/logger': 3.5.2
- '@docusaurus/mdx-loader': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
- '@docusaurus/utils-common': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))
- '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/mdx-loader': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/utils-common': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))
+ '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
'@mdx-js/react': 3.0.1(@types/react@18.3.12)(react@18.3.1)
autoprefixer: 10.4.20(postcss@8.4.47)
babel-loader: 9.1.3(@babel/core@7.25.2)(webpack@5.96.1)
@@ -15877,11 +15724,11 @@ snapshots:
chalk: 4.1.2
tslib: 2.8.1
- '@docusaurus/mdx-loader@3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
+ '@docusaurus/mdx-loader@3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
dependencies:
'@docusaurus/logger': 3.5.2
- '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
- '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
'@mdx-js/mdx': 3.1.0(acorn@8.13.0)
'@slorber/remark-comment': 1.0.0
escape-html: 1.0.3
@@ -15915,9 +15762,9 @@ snapshots:
- uglify-js
- webpack-cli
- '@docusaurus/module-type-aliases@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+ '@docusaurus/module-type-aliases@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
dependencies:
- '@docusaurus/types': 3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+ '@docusaurus/types': 3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
'@types/history': 4.7.11
'@types/react': 18.3.12
'@types/react-router-config': 5.0.11
@@ -15934,17 +15781,17 @@ snapshots:
- uglify-js
- webpack-cli
- '@docusaurus/plugin-content-blog@3.5.2(@docusaurus/plugin-content-docs@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
+ '@docusaurus/plugin-content-blog@3.5.2(@docusaurus/plugin-content-docs@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
dependencies:
- '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
'@docusaurus/logger': 3.5.2
- '@docusaurus/mdx-loader': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/plugin-content-docs': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/theme-common': 3.5.2(@docusaurus/plugin-content-docs@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3))(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/types': 3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
- '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
- '@docusaurus/utils-common': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))
- '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/mdx-loader': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/plugin-content-docs': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/theme-common': 3.5.2(@docusaurus/plugin-content-docs@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3))(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/types': 3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+ '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/utils-common': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))
+ '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
cheerio: 1.0.0-rc.12
feed: 4.2.2
fs-extra: 11.2.0
@@ -15977,17 +15824,17 @@ snapshots:
- vue-template-compiler
- webpack-cli
- '@docusaurus/plugin-content-docs@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
+ '@docusaurus/plugin-content-docs@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
dependencies:
- '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
'@docusaurus/logger': 3.5.2
- '@docusaurus/mdx-loader': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/module-type-aliases': 3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
- '@docusaurus/theme-common': 3.5.2(@docusaurus/plugin-content-docs@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3))(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/types': 3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
- '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
- '@docusaurus/utils-common': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))
- '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/mdx-loader': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/module-type-aliases': 3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+ '@docusaurus/theme-common': 3.5.2(@docusaurus/plugin-content-docs@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3))(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/types': 3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+ '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/utils-common': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))
+ '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
'@types/react-router-config': 5.0.11
combine-promises: 1.2.0
fs-extra: 11.2.0
@@ -16018,13 +15865,13 @@ snapshots:
- vue-template-compiler
- webpack-cli
- '@docusaurus/plugin-content-pages@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
+ '@docusaurus/plugin-content-pages@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
dependencies:
- '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/mdx-loader': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/types': 3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
- '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
- '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/mdx-loader': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/types': 3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+ '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
fs-extra: 11.2.0
react: 18.3.1
react-dom: 18.3.1(react@18.3.1)
@@ -16050,11 +15897,11 @@ snapshots:
- vue-template-compiler
- webpack-cli
- '@docusaurus/plugin-debug@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
+ '@docusaurus/plugin-debug@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
dependencies:
- '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/types': 3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
- '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/types': 3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+ '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
fs-extra: 11.2.0
react: 18.3.1
react-dom: 18.3.1(react@18.3.1)
@@ -16080,11 +15927,11 @@ snapshots:
- vue-template-compiler
- webpack-cli
- '@docusaurus/plugin-google-analytics@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
+ '@docusaurus/plugin-google-analytics@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
dependencies:
- '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/types': 3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
- '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/types': 3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+ '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
react: 18.3.1
react-dom: 18.3.1(react@18.3.1)
tslib: 2.8.1
@@ -16108,11 +15955,11 @@ snapshots:
- vue-template-compiler
- webpack-cli
- '@docusaurus/plugin-google-gtag@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
+ '@docusaurus/plugin-google-gtag@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
dependencies:
- '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/types': 3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
- '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/types': 3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+ '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
'@types/gtag.js': 0.0.12
react: 18.3.1
react-dom: 18.3.1(react@18.3.1)
@@ -16137,11 +15984,11 @@ snapshots:
- vue-template-compiler
- webpack-cli
- '@docusaurus/plugin-google-tag-manager@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
+ '@docusaurus/plugin-google-tag-manager@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
dependencies:
- '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/types': 3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
- '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/types': 3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+ '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
react: 18.3.1
react-dom: 18.3.1(react@18.3.1)
tslib: 2.8.1
@@ -16165,14 +16012,14 @@ snapshots:
- vue-template-compiler
- webpack-cli
- '@docusaurus/plugin-sitemap@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
+ '@docusaurus/plugin-sitemap@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
dependencies:
- '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
'@docusaurus/logger': 3.5.2
- '@docusaurus/types': 3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
- '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
- '@docusaurus/utils-common': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))
- '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/types': 3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+ '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/utils-common': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))
+ '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
fs-extra: 11.2.0
react: 18.3.1
react-dom: 18.3.1(react@18.3.1)
@@ -16198,21 +16045,21 @@ snapshots:
- vue-template-compiler
- webpack-cli
- '@docusaurus/preset-classic@3.5.2(@algolia/client-search@5.12.0)(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(@types/react@18.3.12)(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(search-insights@2.17.2)(typescript@5.6.3)':
- dependencies:
- '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/plugin-content-blog': 3.5.2(@docusaurus/plugin-content-docs@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/plugin-content-docs': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/plugin-content-pages': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/plugin-debug': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/plugin-google-analytics': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/plugin-google-gtag': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/plugin-google-tag-manager': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/plugin-sitemap': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/theme-classic': 3.5.2(@types/react@18.3.12)(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/theme-common': 3.5.2(@docusaurus/plugin-content-docs@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3))(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/theme-search-algolia': 3.5.2(@algolia/client-search@5.12.0)(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(@types/react@18.3.12)(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(search-insights@2.17.2)(typescript@5.6.3)
- '@docusaurus/types': 3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+ '@docusaurus/preset-classic@3.5.2(@algolia/client-search@5.12.0)(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(@types/react@18.3.12)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(search-insights@2.17.2)(typescript@5.6.3)':
+ dependencies:
+ '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/plugin-content-blog': 3.5.2(@docusaurus/plugin-content-docs@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/plugin-content-docs': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/plugin-content-pages': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/plugin-debug': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/plugin-google-analytics': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/plugin-google-gtag': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/plugin-google-tag-manager': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/plugin-sitemap': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/theme-classic': 3.5.2(@types/react@18.3.12)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/theme-common': 3.5.2(@docusaurus/plugin-content-docs@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3))(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/theme-search-algolia': 3.5.2(@algolia/client-search@5.12.0)(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(@types/react@18.3.12)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(search-insights@2.17.2)(typescript@5.6.3)
+ '@docusaurus/types': 3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
react: 18.3.1
react-dom: 18.3.1(react@18.3.1)
transitivePeerDependencies:
@@ -16253,20 +16100,20 @@ snapshots:
transitivePeerDependencies:
- supports-color
- '@docusaurus/theme-classic@3.5.2(@types/react@18.3.12)(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
+ '@docusaurus/theme-classic@3.5.2(@types/react@18.3.12)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
dependencies:
- '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/mdx-loader': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/module-type-aliases': 3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
- '@docusaurus/plugin-content-blog': 3.5.2(@docusaurus/plugin-content-docs@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/plugin-content-docs': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/plugin-content-pages': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/theme-common': 3.5.2(@docusaurus/plugin-content-docs@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3))(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/mdx-loader': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/module-type-aliases': 3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+ '@docusaurus/plugin-content-blog': 3.5.2(@docusaurus/plugin-content-docs@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/plugin-content-docs': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/plugin-content-pages': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/theme-common': 3.5.2(@docusaurus/plugin-content-docs@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3))(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
'@docusaurus/theme-translations': 3.5.2
- '@docusaurus/types': 3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
- '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
- '@docusaurus/utils-common': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))
- '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/types': 3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+ '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/utils-common': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))
+ '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
'@mdx-js/react': 3.0.1(@types/react@18.3.12)(react@18.3.1)
clsx: 2.1.1
copy-text-to-clipboard: 3.2.0
@@ -16302,13 +16149,13 @@ snapshots:
- vue-template-compiler
- webpack-cli
- '@docusaurus/theme-common@3.5.2(@docusaurus/plugin-content-docs@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3))(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
+ '@docusaurus/theme-common@3.5.2(@docusaurus/plugin-content-docs@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3))(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)':
dependencies:
- '@docusaurus/mdx-loader': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/module-type-aliases': 3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
- '@docusaurus/plugin-content-docs': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
- '@docusaurus/utils-common': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))
+ '@docusaurus/mdx-loader': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/module-type-aliases': 3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+ '@docusaurus/plugin-content-docs': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/utils-common': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))
'@types/history': 4.7.11
'@types/react': 18.3.12
'@types/react-router-config': 5.0.11
@@ -16329,16 +16176,16 @@ snapshots:
- uglify-js
- webpack-cli
- '@docusaurus/theme-search-algolia@3.5.2(@algolia/client-search@5.12.0)(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(@types/react@18.3.12)(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(search-insights@2.17.2)(typescript@5.6.3)':
+ '@docusaurus/theme-search-algolia@3.5.2(@algolia/client-search@5.12.0)(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(@types/react@18.3.12)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(search-insights@2.17.2)(typescript@5.6.3)':
dependencies:
'@docsearch/react': 3.6.1(@algolia/client-search@5.12.0)(@types/react@18.3.12)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(search-insights@2.17.2)
- '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/core': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
'@docusaurus/logger': 3.5.2
- '@docusaurus/plugin-content-docs': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
- '@docusaurus/theme-common': 3.5.2(@docusaurus/plugin-content-docs@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(acorn@8.13.0)(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3))(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/plugin-content-docs': 3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
+ '@docusaurus/theme-common': 3.5.2(@docusaurus/plugin-content-docs@3.5.2(@mdx-js/react@3.0.1(@types/react@18.3.12)(react@18.3.1))(bufferutil@4.0.8)(eslint@9.13.0(jiti@2.4.0))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3))(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.6.3)
'@docusaurus/theme-translations': 3.5.2
- '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
- '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/utils-validation': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
algoliasearch: 4.24.0
algoliasearch-helper: 3.22.4(algoliasearch@4.24.0)
clsx: 2.1.1
@@ -16378,7 +16225,7 @@ snapshots:
fs-extra: 11.2.0
tslib: 2.8.1
- '@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+ '@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
dependencies:
'@mdx-js/mdx': 3.1.0(acorn@8.13.0)
'@types/history': 4.7.11
@@ -16399,17 +16246,17 @@ snapshots:
- uglify-js
- webpack-cli
- '@docusaurus/utils-common@3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))':
+ '@docusaurus/utils-common@3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))':
dependencies:
tslib: 2.8.1
optionalDependencies:
- '@docusaurus/types': 3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+ '@docusaurus/types': 3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
- '@docusaurus/utils-validation@3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)':
+ '@docusaurus/utils-validation@3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)':
dependencies:
'@docusaurus/logger': 3.5.2
- '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
- '@docusaurus/utils-common': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))
+ '@docusaurus/utils': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)
+ '@docusaurus/utils-common': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))
fs-extra: 11.2.0
joi: 17.13.3
js-yaml: 4.1.0
@@ -16424,10 +16271,10 @@ snapshots:
- uglify-js
- webpack-cli
- '@docusaurus/utils@3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)':
+ '@docusaurus/utils@3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))(typescript@5.6.3)':
dependencies:
'@docusaurus/logger': 3.5.2
- '@docusaurus/utils-common': 3.5.2(@docusaurus/types@3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1))
+ '@docusaurus/utils-common': 3.5.2(@docusaurus/types@3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1))
'@svgr/webpack': 8.1.0(typescript@5.6.3)
escape-string-regexp: 4.0.0
file-loader: 6.2.0(webpack@5.96.1)
@@ -16447,7 +16294,7 @@ snapshots:
utility-types: 3.11.0
webpack: 5.96.1
optionalDependencies:
- '@docusaurus/types': 3.5.2(acorn@8.13.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+ '@docusaurus/types': 3.5.2(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
transitivePeerDependencies:
- '@swc/core'
- esbuild
@@ -19221,9 +19068,9 @@ snapshots:
'@upstash/vector@1.1.7': {}
- '@vercel/functions@1.5.0(@aws-sdk/credential-provider-web-identity@3.679.0)':
+ '@vercel/functions@1.5.0(@aws-sdk/credential-provider-web-identity@3.679.0(@aws-sdk/client-sts@3.682.0))':
optionalDependencies:
- '@aws-sdk/credential-provider-web-identity': 3.679.0(@aws-sdk/client-sts@3.678.0)
+ '@aws-sdk/credential-provider-web-identity': 3.679.0(@aws-sdk/client-sts@3.682.0)
'@vercel/postgres@0.10.0':
dependencies:
@@ -19549,7 +19396,7 @@ snapshots:
clean-stack: 2.2.0
indent-string: 4.0.0
- ai@3.4.31(openai@4.69.0(zod@3.23.8))(react@18.3.1)(sswr@2.1.0(svelte@5.1.9))(svelte@5.1.9)(vue@3.5.12(typescript@5.6.3))(zod@3.23.8):
+ ai@3.4.31(openai@4.69.0(encoding@0.1.13)(zod@3.23.8))(react@18.3.1)(sswr@2.1.0(svelte@5.1.9))(svelte@5.1.9)(vue@3.5.12(typescript@5.6.3))(zod@3.23.8):
dependencies:
'@ai-sdk/provider': 0.0.26
'@ai-sdk/provider-utils': 1.0.22(zod@3.23.8)
@@ -19565,7 +19412,7 @@ snapshots:
secure-json-parse: 2.7.0
zod-to-json-schema: 3.23.5(zod@3.23.8)
optionalDependencies:
- openai: 4.69.0(zod@3.23.8)
+ openai: 4.69.0(encoding@0.1.13)(zod@3.23.8)
react: 18.3.1
sswr: 2.1.0(svelte@5.1.9)
svelte: 5.1.9
@@ -20238,18 +20085,18 @@ snapshots:
optionalDependencies:
onnxruntime-node: 1.14.0
- chromadb@1.9.2(@google/generative-ai@0.12.0)(cohere-ai@7.13.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))(encoding@0.1.13))(encoding@0.1.13)(openai@4.69.0(encoding@0.1.13)(zod@3.23.8)):
+ chromadb@1.9.2(@google/generative-ai@0.12.0)(cohere-ai@7.13.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0))(encoding@0.1.13))(encoding@0.1.13)(openai@4.69.0(encoding@0.1.13)(zod@3.23.8)):
dependencies:
cliui: 8.0.1
isomorphic-fetch: 3.0.0(encoding@0.1.13)
optionalDependencies:
'@google/generative-ai': 0.12.0
- cohere-ai: 7.13.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))(encoding@0.1.13)
+ cohere-ai: 7.13.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0))(encoding@0.1.13)
openai: 4.69.0(encoding@0.1.13)(zod@3.23.8)
transitivePeerDependencies:
- encoding
- chromadb@1.9.2(cohere-ai@7.14.0(encoding@0.1.13))(encoding@0.1.13)(openai@4.69.0(encoding@0.1.13)):
+ chromadb@1.9.2(cohere-ai@7.14.0(encoding@0.1.13))(encoding@0.1.13)(openai@4.69.0(encoding@0.1.13)(zod@3.23.8)):
dependencies:
cliui: 8.0.1
isomorphic-fetch: 3.0.0(encoding@0.1.13)
@@ -20336,10 +20183,10 @@ snapshots:
dependencies:
rfdc: 1.4.1
- cohere-ai@7.13.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))(encoding@0.1.13):
+ cohere-ai@7.13.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0))(encoding@0.1.13):
dependencies:
'@aws-sdk/client-sagemaker': 3.678.0
- '@aws-sdk/credential-providers': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))
+ '@aws-sdk/credential-providers': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0))
'@aws-sdk/protocol-http': 3.374.0
'@aws-sdk/signature-v4': 3.374.0
form-data: 4.0.1
@@ -20358,7 +20205,7 @@ snapshots:
cohere-ai@7.14.0(encoding@0.1.13):
dependencies:
'@aws-sdk/client-sagemaker': 3.678.0
- '@aws-sdk/credential-providers': 3.682.0
+ '@aws-sdk/credential-providers': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0))
'@aws-sdk/protocol-http': 3.374.0
'@aws-sdk/signature-v4': 3.374.0
form-data: 4.0.1
@@ -21307,8 +21154,8 @@ snapshots:
'@typescript-eslint/parser': 7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3)
eslint: 9.13.0(jiti@2.4.0)
eslint-import-resolver-node: 0.3.9
- eslint-import-resolver-typescript: 3.6.3(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0)(eslint@9.13.0(jiti@2.4.0))
- eslint-plugin-import: 2.31.0(@typescript-eslint/parser@8.12.2(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint@9.13.0(jiti@2.4.0))
+ eslint-import-resolver-typescript: 3.6.3(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0))
+ eslint-plugin-import: 2.31.0(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-typescript@3.6.3(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0))
eslint-plugin-jsx-a11y: 6.10.2(eslint@9.13.0(jiti@2.4.0))
eslint-plugin-react: 7.37.2(eslint@9.13.0(jiti@2.4.0))
eslint-plugin-react-hooks: 5.0.0(eslint@9.13.0(jiti@2.4.0))
@@ -21336,48 +21183,48 @@ snapshots:
transitivePeerDependencies:
- supports-color
- eslint-import-resolver-typescript@3.6.3(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0)(eslint@9.13.0(jiti@2.4.0)):
+ eslint-import-resolver-typescript@3.6.3(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0)):
dependencies:
'@nolyfill/is-core-module': 1.0.39
debug: 4.3.7
enhanced-resolve: 5.17.1
eslint: 9.13.0(jiti@2.4.0)
- eslint-module-utils: 2.8.2(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.6.3(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0)(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0))
+ eslint-module-utils: 2.8.2(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.6.3(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0))
fast-glob: 3.3.2
get-tsconfig: 4.8.1
is-bun-module: 1.1.0
is-glob: 4.0.3
optionalDependencies:
- eslint-plugin-import: 2.31.0(@typescript-eslint/parser@8.12.2(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint@9.13.0(jiti@2.4.0))
+ eslint-plugin-import: 2.31.0(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-typescript@3.6.3(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0))
transitivePeerDependencies:
- '@typescript-eslint/parser'
- eslint-import-resolver-node
- eslint-import-resolver-webpack
- supports-color
- eslint-module-utils@2.12.0(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.6.3(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0)(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0)):
+ eslint-module-utils@2.12.0(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.6.3(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0)):
dependencies:
debug: 3.2.7
optionalDependencies:
'@typescript-eslint/parser': 7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3)
eslint: 9.13.0(jiti@2.4.0)
eslint-import-resolver-node: 0.3.9
- eslint-import-resolver-typescript: 3.6.3(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0)(eslint@9.13.0(jiti@2.4.0))
+ eslint-import-resolver-typescript: 3.6.3(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0))
transitivePeerDependencies:
- supports-color
- eslint-module-utils@2.8.2(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.6.3(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0)(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0)):
+ eslint-module-utils@2.8.2(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.6.3(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0)):
dependencies:
debug: 3.2.7
optionalDependencies:
'@typescript-eslint/parser': 7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3)
eslint: 9.13.0(jiti@2.4.0)
eslint-import-resolver-node: 0.3.9
- eslint-import-resolver-typescript: 3.6.3(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0)(eslint@9.13.0(jiti@2.4.0))
+ eslint-import-resolver-typescript: 3.6.3(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0))
transitivePeerDependencies:
- supports-color
- eslint-plugin-import@2.31.0(@typescript-eslint/parser@8.12.2(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint@9.13.0(jiti@2.4.0)):
+ eslint-plugin-import@2.31.0(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-typescript@3.6.3(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0)):
dependencies:
'@rtsao/scc': 1.1.0
array-includes: 3.1.8
@@ -21388,7 +21235,7 @@ snapshots:
doctrine: 2.1.0
eslint: 9.13.0(jiti@2.4.0)
eslint-import-resolver-node: 0.3.9
- eslint-module-utils: 2.12.0(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.6.3(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0)(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0))
+ eslint-module-utils: 2.12.0(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.6.3(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.31.0(@typescript-eslint/parser@7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3))(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0)))(eslint@9.13.0(jiti@2.4.0))
hasown: 2.0.2
is-core-module: 2.15.1
is-glob: 4.0.3
@@ -21400,7 +21247,7 @@ snapshots:
string.prototype.trimend: 1.0.8
tsconfig-paths: 3.15.0
optionalDependencies:
- '@typescript-eslint/parser': 8.12.2(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3)
+ '@typescript-eslint/parser': 7.2.0(eslint@9.13.0(jiti@2.4.0))(typescript@5.6.3)
transitivePeerDependencies:
- eslint-import-resolver-typescript
- eslint-import-resolver-webpack
@@ -23219,6 +23066,8 @@ snapshots:
dependencies:
argparse: 2.0.1
+ jsbi@4.3.0: {}
+
jsesc@0.5.0: {}
jsesc@2.5.2: {}
@@ -24299,21 +24148,13 @@ snapshots:
'@types/whatwg-url': 11.0.5
whatwg-url: 13.0.0
- mongodb@6.10.0(@aws-sdk/credential-providers@3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))):
- dependencies:
- '@mongodb-js/saslprep': 1.1.7
- bson: 6.8.0
- mongodb-connection-string-url: 3.0.1
- optionalDependencies:
- '@aws-sdk/credential-providers': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.678.0))
-
- mongodb@6.10.0(@aws-sdk/credential-providers@3.682.0):
+ mongodb@6.10.0(@aws-sdk/credential-providers@3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0))):
dependencies:
'@mongodb-js/saslprep': 1.1.7
bson: 6.8.0
mongodb-connection-string-url: 3.0.1
optionalDependencies:
- '@aws-sdk/credential-providers': 3.682.0
+ '@aws-sdk/credential-providers': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0))
mongodb@6.7.0(@aws-sdk/credential-providers@3.682.0):
dependencies:
@@ -24321,7 +24162,7 @@ snapshots:
bson: 6.8.0
mongodb-connection-string-url: 3.0.1
optionalDependencies:
- '@aws-sdk/credential-providers': 3.682.0
+ '@aws-sdk/credential-providers': 3.682.0(@aws-sdk/client-sso-oidc@3.682.0(@aws-sdk/client-sts@3.682.0))
mongoose@8.5.1(@aws-sdk/credential-providers@3.682.0):
dependencies:
@@ -24795,21 +24636,6 @@ snapshots:
transitivePeerDependencies:
- encoding
- openai@4.69.0(zod@3.23.8):
- dependencies:
- '@types/node': 18.19.63
- '@types/node-fetch': 2.6.11
- abort-controller: 3.0.0
- agentkeepalive: 4.5.0
- form-data-encoder: 1.7.2
- formdata-node: 4.4.1
- node-fetch: 2.7.0(encoding@0.1.13)
- optionalDependencies:
- zod: 3.23.8
- transitivePeerDependencies:
- - encoding
- optional: true
-
openapi-sampler@1.5.1:
dependencies:
'@types/json-schema': 7.0.15
@@ -25522,6 +25348,8 @@ snapshots:
printable-characters@1.0.42: {}
+ priorityqueuejs@2.0.0: {}
+
prism-react-renderer@2.4.0(react@18.3.1):
dependencies:
'@types/prismjs': 1.26.4
@@ -26424,6 +26252,8 @@ snapshots:
'@types/node-forge': 1.3.11
node-forge: 1.3.1
+ semaphore@1.1.0: {}
+
semver-diff@4.0.0:
dependencies:
semver: 7.6.3
@@ -26583,13 +26413,14 @@ snapshots:
interpret: 1.4.0
rechoir: 0.6.2
- shiki-magic-move@0.5.0(react@18.3.1)(shiki@1.22.2)(vue@3.5.12(typescript@5.6.3)):
+ shiki-magic-move@0.5.0(react@18.3.1)(shiki@1.22.2)(svelte@5.1.9)(vue@3.5.12(typescript@5.6.3)):
dependencies:
diff-match-patch-es: 0.1.1
ohash: 1.1.4
optionalDependencies:
react: 18.3.1
shiki: 1.22.2
+ svelte: 5.1.9
vue: 3.5.12(typescript@5.6.3)
shiki@1.22.2:
diff --git a/unit/package.json b/unit/package.json
index 81b7702c4..ebd5f428a 100644
--- a/unit/package.json
+++ b/unit/package.json
@@ -11,7 +11,8 @@
"@types/react": "^18.3.12",
"@types/react-dom": "^18.3.1",
"msw": "^2.6.0",
- "vitest": "^2.0.5"
+ "vitest": "^2.0.5",
+ "@azure/cosmos": "^4.1.1"
},
"dependencies": {
"@llamaindex/cloud": "workspace:*",
diff --git a/unit/readers/SimpleCosmosDBReader.test.ts b/unit/readers/SimpleCosmosDBReader.test.ts
new file mode 100644
index 000000000..c7370a223
--- /dev/null
+++ b/unit/readers/SimpleCosmosDBReader.test.ts
@@ -0,0 +1,154 @@
+import { CosmosClient } from "@azure/cosmos";
+import { Document } from "@llamaindex/core/schema";
+import {
+ SimpleCosmosDBReader,
+ type SimpleCosmosDBReaderLoaderConfig,
+} from "llamaindex";
+import { describe, expect, it, vi } from "vitest";
+
+const createMockClient = (mockData?: unknown[]) => {
+ const client = {
+ database: vi.fn().mockReturnValue({
+ container: vi.fn().mockReturnValue({
+ items: {
+ query: vi.fn().mockReturnValue({
+ fetchAll: vi.fn().mockResolvedValue({
+ resources: mockData || [],
+ }),
+ }),
+ },
+ }),
+ }),
+ };
+ return client;
+};
+
+describe("SimpleCosmosDBReader", () => {
+ let reader: SimpleCosmosDBReader;
+ it("should throw an error if databaseName is missing", async () => {
+ const client = createMockClient() as unknown as CosmosClient;
+ const reader = new SimpleCosmosDBReader(client);
+
+ await expect(
+ reader.loadData({ databaseName: "", containerName: "test" }),
+ ).rejects.toThrow("databaseName and containerName are required");
+ });
+
+ it("should throw an error if containerName is missing", async () => {
+ const client = createMockClient() as unknown as CosmosClient;
+ const reader = new SimpleCosmosDBReader(client);
+
+ await expect(
+ reader.loadData({ databaseName: "test", containerName: "" }),
+ ).rejects.toThrow("databaseName and containerName are required");
+ });
+
+ it("should load data from Cosmos DB container", async () => {
+ const mockData = [
+ {
+ id: "1",
+ text1: ["Sample text 1", "Sample text 2"],
+ text2: "Sample text 3",
+ metadataField1: "Metadata 1",
+ metadaField2: { field3: 1, field4: 2 },
+ },
+ {
+ id: "2",
+ text1: "Sample text 4",
+ text2: "Sample text 5",
+ metadataField1: ["prop1", "prop2"],
+ metadaField2: { field3: 3, field4: 4 },
+ },
+ ];
+
+ const mockCosmosClient = createMockClient(
+ mockData,
+ ) as unknown as CosmosClient;
+ reader = new SimpleCosmosDBReader(mockCosmosClient);
+
+ const simpleCosmosReaderConfig: SimpleCosmosDBReaderLoaderConfig = {
+ databaseName: "testDatabase",
+ containerName: "testContainer",
+ fields: ["text1", "text2"],
+ fieldSeparator: "\n",
+ query: "SELECT * FROM c",
+ metadataFields: ["metadataField1", "metadaField2"],
+ };
+
+ const res = await reader.loadData(simpleCosmosReaderConfig);
+
+ expect(res).toEqual([
+ new Document({
+ id_: "1",
+ text: "Sample text 1\nSample text 2\nSample text 3",
+ metadata: {
+ metadataField1: "Metadata 1",
+ metadaField2: { field3: 1, field4: 2 },
+ },
+ }),
+ new Document({
+ id_: "2",
+ text: "Sample text 4\nSample text 5",
+ metadata: {
+ metadataField1: ["prop1", "prop2"],
+ metadaField2: { field3: 3, field4: 4 },
+ },
+ }),
+ ]);
+ });
+
+ it("undefined fields should be empty", async () => {
+ const mockData = [
+ {
+ id: "1",
+ text: ["Sample text 1", "Sample text 2"],
+ metadataField1: "Metadata 1",
+ },
+ ];
+
+ const mockCosmosClient = createMockClient(
+ mockData,
+ ) as unknown as CosmosClient;
+ reader = new SimpleCosmosDBReader(mockCosmosClient);
+
+ const simpleCosmosReaderConfig: SimpleCosmosDBReaderLoaderConfig = {
+ databaseName: "testDatabase",
+ containerName: "testContainer",
+ fields: ["text", "text1"],
+ fieldSeparator: "\n",
+ query: "SELECT * FROM c",
+ metadataFields: ["metadataField1", "metadaField2"],
+ };
+
+ const res = await reader.loadData(simpleCosmosReaderConfig);
+ expect(res).toEqual([
+ new Document({
+ id_: "1",
+ text: "Sample text 1\nSample text 2\n",
+ metadata: { metadataField1: "Metadata 1", metadaField2: undefined },
+ }),
+ ]);
+ });
+
+ it("should handle errors when loading data from Cosmos DB", async () => {
+ const client = createMockClient() as unknown as CosmosClient;
+ const reader = new SimpleCosmosDBReader(client);
+
+ vi.spyOn(
+ client
+ .database("testDB")
+ .container("testContainer")
+ .items.query("Select * from c"),
+ "fetchAll",
+ ).mockRejectedValue("Fetch error");
+
+ const config: SimpleCosmosDBReaderLoaderConfig = {
+ databaseName: "testDB",
+ containerName: "testContainer",
+ };
+
+ await expect(reader.loadData(config)).rejects.toThrow(
+ "Error loading data from Cosmos DB: Fetch error",
+ );
+ });
+});
--
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