feat: Azure Cognitive Search Plugin (#815)

* feat(AzureCognitiveSearchPlugin) * feat(tools/AzureCognitiveSearch.js): Add a new plugin (not structured version) * feat(tools/structured/AzureCognitiveSearch.js): Add a new plugin (structured version) * feat(tools/manifest.json, tools/index.js, tools/util/handleTools.js): Add configurations for the plugin * feat(api/package.json, package-lock.json): Installed a new package for the plugin (@azure/search-documents) * feat(.env.example): Add new environment variables for the plugin Here is the link to the corresponding discussion page: https://github.com/danny-avila/LibreChat/discussions/567 * docs(AzureCognitiveSearchPlugin) * docs(features/plugins/azure_cognitive_search.md): Add a new document for the plugin * (fix:.env.example) * reverted extra whitespaces removed by the editor * docs(mkdocs.yml) * Add the Azure Cognitive Search Plugin's documentation item to mkdocs.yml.
2025-09-22 06:00:56 +02:00 · 2023-08-19 20:11:31 +09:00 · 2023-08-19 20:11:31 +09:00 · 61dcb4d307
commit 61dcb4d307
parent 3c7f67fa76
10 changed files with 498 additions and 12 deletions
--- a/.env.example
+++ b/.env.example
@ -147,6 +147,18 @@ GOOGLE_CSE_ID=
 # Use "http://127.0.0.1:7860" with local install and "http://host.docker.internal:7860" for docker
 SD_WEBUI_URL=http://host.docker.internal:7860

+# Azure Cognitive Search
+# This plugin supports searching Azure Cognitive Search for answers to your questions.
+# See detailed instructions here: https://github.com/danny-avila/LibreChat/blob/main/docs/features/plugins/azure_cognitive_search.md
+AZURE_COGNITIVE_SEARCH_SERVICE_ENDPOINT=
+AZURE_COGNITIVE_SEARCH_INDEX_NAME=
+AZURE_COGNITIVE_SEARCH_API_KEY=
+
+AZURE_COGNITIVE_SEARCH_API_VERSION=
+AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_QUERY_TYPE=
+AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_TOP=
+AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_SELECT=
+
 ##########################
 # PaLM (Google) Endpoint: 
 ##########################
--- a/api/app/clients/tools/AzureCognitiveSearch.js
+++ b/api/app/clients/tools/AzureCognitiveSearch.js
@ -0,0 +1,111 @@
+const { Tool } = require('langchain/tools');
+const { SearchClient, AzureKeyCredential } = require('@azure/search-documents');
+
+class AzureCognitiveSearch extends Tool {
+  constructor(fields = {}) {
+    super();
+    this.serviceEndpoint =
+      fields.AZURE_COGNITIVE_SEARCH_SERVICE_ENDPOINT || this.getServiceEndpoint();
+    this.indexName = fields.AZURE_COGNITIVE_SEARCH_INDEX_NAME || this.getIndexName();
+    this.apiKey = fields.AZURE_COGNITIVE_SEARCH_API_KEY || this.getApiKey();
+
+    this.apiVersion = fields.AZURE_COGNITIVE_SEARCH_API_VERSION || this.getApiVersion();
+
+    this.queryType = fields.AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_QUERY_TYPE || this.getQueryType();
+    this.top = fields.AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_TOP || this.getTop();
+    this.select = fields.AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_SELECT || this.getSelect();
+
+    this.client = new SearchClient(
+      this.serviceEndpoint,
+      this.indexName,
+      new AzureKeyCredential(this.apiKey),
+      {
+        apiVersion: this.apiVersion,
+      },
+    );
+  }
+
+  /**
+   * The name of the tool.
+   * @type {string}
+   */
+  name = 'azure-cognitive-search';
+
+  /**
+   * A description for the agent to use
+   * @type {string}
+   */
+  description =
+    'Use the \'azure-cognitive-search\' tool to retrieve search results relevant to your input';
+
+  getServiceEndpoint() {
+    const serviceEndpoint = process.env.AZURE_COGNITIVE_SEARCH_SERVICE_ENDPOINT || '';
+    if (!serviceEndpoint) {
+      throw new Error('Missing AZURE_COGNITIVE_SEARCH_SERVICE_ENDPOINT environment variable.');
+    }
+    return serviceEndpoint;
+  }
+
+  getIndexName() {
+    const indexName = process.env.AZURE_COGNITIVE_SEARCH_INDEX_NAME || '';
+    if (!indexName) {
+      throw new Error('Missing AZURE_COGNITIVE_SEARCH_INDEX_NAME environment variable.');
+    }
+    return indexName;
+  }
+
+  getApiKey() {
+    const apiKey = process.env.AZURE_COGNITIVE_SEARCH_API_KEY || '';
+    if (!apiKey) {
+      throw new Error('Missing AZURE_COGNITIVE_SEARCH_API_KEY environment variable.');
+    }
+    return apiKey;
+  }
+
+  getApiVersion() {
+    return process.env.AZURE_COGNITIVE_SEARCH_API_VERSION || '2020-06-30';
+  }
+
+  getQueryType() {
+    return process.env.AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_QUERY_TYPE || 'simple';
+  }
+
+  getTop() {
+    if (process.env.AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_TOP) {
+      return Number(process.env.AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_TOP);
+    } else {
+      return 5;
+    }
+  }
+
+  getSelect() {
+    if (process.env.AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_SELECT) {
+      return process.env.AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_SELECT.split(',');
+    } else {
+      return null;
+    }
+  }
+
+  async _call(query) {
+    try {
+      const searchOption = {
+        queryType: this.queryType,
+        top: this.top,
+      };
+      if (this.select) {
+        searchOption.select = this.select;
+      }
+      const searchResults = await this.client.search(query, searchOption);
+      const resultDocuments = [];
+      for await (const result of searchResults.results) {
+        resultDocuments.push(result.document);
+      }
+      return JSON.stringify(resultDocuments);
+    } catch (error) {
+      console.error(`Azure Cognitive Search request failed: ${error}`);
+      return 'There was an error with Azure Cognitive Search.';
+    }
+  }
+}
+
+module.exports = AzureCognitiveSearch;
--- a/api/app/clients/tools/index.js
+++ b/api/app/clients/tools/index.js
@ -7,6 +7,8 @@ const StableDiffusionAPI = require('./StableDiffusion');
 const WolframAlphaAPI = require('./Wolfram');
 const StructuredWolfram = require('./structured/Wolfram');
 const SelfReflectionTool = require('./SelfReflection');
+const AzureCognitiveSearch = require('./AzureCognitiveSearch');
+const StructuredACS = require('./structured/AzureCognitiveSearch');
 const availableTools = require('./manifest.json');

 module.exports = {
@ -20,4 +22,6 @@ module.exports = {
  WolframAlphaAPI,
  StructuredWolfram,
  SelfReflectionTool,
+  AzureCognitiveSearch,
+  StructuredACS,
 };
--- a/api/app/clients/tools/manifest.json
+++ b/api/app/clients/tools/manifest.json
@ -102,5 +102,28 @@
        "description": "You can use Zapier with your API Key from Zapier."
      }
    ]
+  },
+  {
+    "name": "Azure Cognitive Search",
+    "pluginKey": "azure-cognitive-search",
+    "description": "Use Azure Cognitive Search to find information",
+    "icon": "https://i.imgur.com/E7crPze.png",
+    "authConfig": [
+      {
+        "authField": "AZURE_COGNITIVE_SEARCH_SERVICE_ENDPOINT",
+        "label": "Azur Cognitive Search Endpoint",
+        "description": "You need to provide your Endpoint for Azure Cognitive Search."
+      },
+      {
+        "authField": "AZURE_COGNITIVE_SEARCH_INDEX_NAME",
+        "label": "Azur Cognitive Search Index Name",
+        "description": "You need to provide your Index Name for Azure Cognitive Search."
+      },
+      {
+        "authField": "AZURE_COGNITIVE_SEARCH_API_KEY",
+        "label": "Azur Cognitive Search API Key",
+        "description": "You need to provideq your API Key for Azure Cognitive Search."
+      }
+    ]
  }
 ]
--- a/api/app/clients/tools/structured/AzureCognitiveSearch.js
+++ b/api/app/clients/tools/structured/AzureCognitiveSearch.js
@ -0,0 +1,116 @@
+const { StructuredTool } = require('langchain/tools');
+const { z } = require('zod');
+const { SearchClient, AzureKeyCredential } = require('@azure/search-documents');
+
+class AzureCognitiveSearch extends StructuredTool {
+  constructor(fields = {}) {
+    super();
+    this.serviceEndpoint =
+      fields.AZURE_COGNITIVE_SEARCH_SERVICE_ENDPOINT || this.getServiceEndpoint();
+    this.indexName = fields.AZURE_COGNITIVE_SEARCH_INDEX_NAME || this.getIndexName();
+    this.apiKey = fields.AZURE_COGNITIVE_SEARCH_API_KEY || this.getApiKey();
+
+    this.apiVersion = fields.AZURE_COGNITIVE_SEARCH_API_VERSION || this.getApiVersion();
+
+    this.queryType = fields.AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_QUERY_TYPE || this.getQueryType();
+    this.top = fields.AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_TOP || this.getTop();
+    this.select = fields.AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_SELECT || this.getSelect();
+
+    this.client = new SearchClient(
+      this.serviceEndpoint,
+      this.indexName,
+      new AzureKeyCredential(this.apiKey),
+      {
+        apiVersion: this.apiVersion,
+      },
+    );
+    this.schema = z.object({
+      query: z.string().describe('Search word or phrase to Azure Cognitive Search'),
+    });
+  }
+
+  /**
+   * The name of the tool.
+   * @type {string}
+   */
+  name = 'azure-cognitive-search';
+
+  /**
+   * A description for the agent to use
+   * @type {string}
+   */
+  description =
+    'Use the \'azure-cognitive-search\' tool to retrieve search results relevant to your input';
+
+  getServiceEndpoint() {
+    const serviceEndpoint = process.env.AZURE_COGNITIVE_SEARCH_SERVICE_ENDPOINT || '';
+    if (!serviceEndpoint) {
+      throw new Error('Missing AZURE_COGNITIVE_SEARCH_SERVICE_ENDPOINT environment variable.');
+    }
+    return serviceEndpoint;
+  }
+
+  getIndexName() {
+    const indexName = process.env.AZURE_COGNITIVE_SEARCH_INDEX_NAME || '';
+    if (!indexName) {
+      throw new Error('Missing AZURE_COGNITIVE_SEARCH_INDEX_NAME environment variable.');
+    }
+    return indexName;
+  }
+
+  getApiKey() {
+    const apiKey = process.env.AZURE_COGNITIVE_SEARCH_API_KEY || '';
+    if (!apiKey) {
+      throw new Error('Missing AZURE_COGNITIVE_SEARCH_API_KEY environment variable.');
+    }
+    return apiKey;
+  }
+
+  getApiVersion() {
+    return process.env.AZURE_COGNITIVE_SEARCH_API_VERSION || '2020-06-30';
+  }
+
+  getQueryType() {
+    return process.env.AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_QUERY_TYPE || 'simple';
+  }
+
+  getTop() {
+    if (process.env.AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_TOP) {
+      return Number(process.env.AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_TOP);
+    } else {
+      return 5;
+    }
+  }
+
+  getSelect() {
+    if (process.env.AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_SELECT) {
+      return process.env.AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_SELECT.split(',');
+    } else {
+      return null;
+    }
+  }
+
+  async _call(data) {
+    const { query } = data;
+    try {
+      const searchOption = {
+        queryType: this.queryType,
+        top: this.top,
+      };
+      if (this.select) {
+        searchOption.select = this.select;
+      }
+      const searchResults = await this.client.search(query, searchOption);
+      const resultDocuments = [];
+      for await (const result of searchResults.results) {
+        resultDocuments.push(result.document);
+      }
+      return JSON.stringify(resultDocuments);
+    } catch (error) {
+      console.error(`Azure Cognitive Search request failed: ${error}`);
+      return 'There was an error with Azure Cognitive Search.';
+    }
+  }
+}
+
+module.exports = AzureCognitiveSearch;
--- a/api/app/clients/tools/util/handleTools.js
+++ b/api/app/clients/tools/util/handleTools.js
@ -15,6 +15,8 @@ const {
  OpenAICreateImage,
  StableDiffusionAPI,
  StructuredSD,
+  AzureCognitiveSearch,
+  StructuredACS,
 } = require('../');
 const { loadSpecs } = require('./loadSpecs');

@ -78,6 +80,7 @@ const loadTools = async ({ user, model, functions = null, tools = [], options =
    wolfram: functions ? StructuredWolfram : WolframAlphaAPI,
    'dall-e': OpenAICreateImage,
    'stable-diffusion': functions ? StructuredSD : StableDiffusionAPI,
+    'azure-cognitive-search': functions ? StructuredACS : AzureCognitiveSearch,
  };

  const customConstructors = {
--- a/api/package.json
+++ b/api/package.json
@ -21,6 +21,7 @@
  "homepage": "https://github.com/danny-avila/LibreChat#readme",
  "dependencies": {
    "@anthropic-ai/sdk": "^0.5.4",
+    "@azure/search-documents": "^11.3.2",
    "@dqbd/tiktoken": "^1.0.2",
    "@fortaine/fetch-event-source": "^3.0.6",
    "@keyv/mongo": "^2.1.8",
--- a/docs/features/plugins/azure_cognitive_search.md
+++ b/docs/features/plugins/azure_cognitive_search.md
@ -0,0 +1,57 @@
+# Azure Cognitive Search Plugin
+Through the plugins endpoint, you can use Azure Cognitive Search for answers to your questions with assistance from GPT.
+
+## Configurations
+
+### Required
+
+To get started, you need to get a Azure Cognitive Search endpoint URL, index name, and a API Key. You can then define these as follows in your `.env` file:
+```env
+AZURE_COGNITIVE_SEARCH_SERVICE_ENDPOINT="..."
+AZURE_COGNITIVE_SEARCH_INDEX_NAME="..."
+AZURE_COGNITIVE_SEARCH_API_KEY="..."
+```
+
+### AZURE_COGNITIVE_SEARCH_SERVICE_ENDPOINT
+
+This is the URL of the search endpoint. It can be obtained from the top page of the search service in the Cognitive Search management console (e.g., 'https://example.search.windows.net').
+
+### AZURE_COGNITIVE_SEARCH_INDEX_NAME
+
+This is the name of the index to be searched (e.g., 'hotels-sample-index').
+
+### AZURE_COGNITIVE_SEARCH_API_KEY
+
+This is the authentication key to use when utilizing the search endpoint. Please issue it from the management console. Use the Value, not the name of the authentication key.
+
+### Optional
+
+The following are configuration values that are not required but can be specified as parameters during a search.
+
+If there are concerns that the search result data may be too large and exceed the prompt size, consider reducing the size of the search result data by using AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_TOP and AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_SELECT.
+
+For details on each parameter, please refer to the following document:
+https://learn.microsoft.com/en-us/rest/api/searchservice/search-documents
+
+```env
+AZURE_COGNITIVE_SEARCH_API_VERSION=2023-07-01-Preview
+AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_QUERY_TYPE=simple
+AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_TOP=3
+AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_SELECT=field1,field2,field3
+```
+
+#### AZURE_COGNITIVE_SEARCH_API_VERSION
+
+Specify the version of the search API. When using new features such as semantic search, you may need to specify the preview version. The default value is '2020-06-30'.
+
+#### AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_QUERY_TYPE
+
+Specify 'simple' or 'full'. The default value is 'simple'.
+
+#### AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_TOP
+
+Specify the number of items to search for. The default value is 5.
+
+#### AZURE_COGNITIVE_SEARCH_SEARCH_OPTION_SELECT
+
+Specify the fields of the index to be retrieved, separated by commas. Please note that these are not the fields to be searched.
--- a/mkdocs.yml
+++ b/mkdocs.yml
@ -98,6 +98,7 @@ nav:
      - Google: 'features/plugins/google_search.md'
      - Stable Diffusion: 'features/plugins/stable_diffusion.md'
      - Wolfram: 'features/plugins/wolfram.md'
+      - Azure Cognitive Search: 'features/plugins/azure_cognitive_search.md'
      - Make Your Own Plugin: 'features/plugins/make_your_own.md'
      - Using official ChatGPT Plugins: 'features/plugins/chatgpt_plugins_openapi.md'
    - Proxy: 'features/proxy.md'
--- a/package-lock.json
+++ b/package-lock.json
@ -47,6 +47,7 @@
      "license": "ISC",
      "dependencies": {
        "@anthropic-ai/sdk": "^0.5.4",
+        "@azure/search-documents": "^11.3.2",
        "@dqbd/tiktoken": "^1.0.2",
        "@fortaine/fetch-event-source": "^3.0.6",
        "@keyv/mongo": "^2.1.8",
@ -875,6 +876,166 @@
        "tslib": "^2.3.1"
      }
    },
+    "node_modules/@azure/abort-controller": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/@azure/abort-controller/-/abort-controller-1.1.0.tgz",
+      "integrity": "sha512-TrRLIoSQVzfAJX9H1JeFjzAoDGcoK1IYX1UImfceTZpsyYfWr09Ss1aHW1y5TrrR3iq6RZLBwJ3E24uwPhwahw==",
+      "dependencies": {
+        "tslib": "^2.2.0"
+      },
+      "engines": {
+        "node": ">=12.0.0"
+      }
+    },
+    "node_modules/@azure/core-auth": {
+      "version": "1.5.0",
+      "resolved": "https://registry.npmjs.org/@azure/core-auth/-/core-auth-1.5.0.tgz",
+      "integrity": "sha512-udzoBuYG1VBoHVohDTrvKjyzel34zt77Bhp7dQntVGGD0ehVq48owENbBG8fIgkHRNUBQH5k1r0hpoMu5L8+kw==",
+      "dependencies": {
+        "@azure/abort-controller": "^1.0.0",
+        "@azure/core-util": "^1.1.0",
+        "tslib": "^2.2.0"
+      },
+      "engines": {
+        "node": ">=14.0.0"
+      }
+    },
+    "node_modules/@azure/core-client": {
+      "version": "1.7.3",
+      "resolved": "https://registry.npmjs.org/@azure/core-client/-/core-client-1.7.3.tgz",
+      "integrity": "sha512-kleJ1iUTxcO32Y06dH9Pfi9K4U+Tlb111WXEnbt7R/ne+NLRwppZiTGJuTD5VVoxTMK5NTbEtm5t2vcdNCFe2g==",
+      "dependencies": {
+        "@azure/abort-controller": "^1.0.0",
+        "@azure/core-auth": "^1.4.0",
+        "@azure/core-rest-pipeline": "^1.9.1",
+        "@azure/core-tracing": "^1.0.0",
+        "@azure/core-util": "^1.0.0",
+        "@azure/logger": "^1.0.0",
+        "tslib": "^2.2.0"
+      },
+      "engines": {
+        "node": ">=14.0.0"
+      }
+    },
+    "node_modules/@azure/core-http-compat": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/@azure/core-http-compat/-/core-http-compat-1.3.0.tgz",
+      "integrity": "sha512-ZN9avruqbQ5TxopzG3ih3KRy52n8OAbitX3fnZT5go4hzu0J+KVPSzkL+Wt3hpJpdG8WIfg1sBD1tWkgUdEpBA==",
+      "dependencies": {
+        "@azure/abort-controller": "^1.0.4",
+        "@azure/core-client": "^1.3.0",
+        "@azure/core-rest-pipeline": "^1.3.0"
+      },
+      "engines": {
+        "node": ">=12.0.0"
+      }
+    },
+    "node_modules/@azure/core-paging": {
+      "version": "1.5.0",
+      "resolved": "https://registry.npmjs.org/@azure/core-paging/-/core-paging-1.5.0.tgz",
+      "integrity": "sha512-zqWdVIt+2Z+3wqxEOGzR5hXFZ8MGKK52x4vFLw8n58pR6ZfKRx3EXYTxTaYxYHc/PexPUTyimcTWFJbji9Z6Iw==",
+      "dependencies": {
+        "tslib": "^2.2.0"
+      },
+      "engines": {
+        "node": ">=14.0.0"
+      }
+    },
+    "node_modules/@azure/core-rest-pipeline": {
+      "version": "1.12.0",
+      "resolved": "https://registry.npmjs.org/@azure/core-rest-pipeline/-/core-rest-pipeline-1.12.0.tgz",
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+      "dependencies": {
+        "@azure/abort-controller": "^1.0.0",
+        "@azure/core-auth": "^1.4.0",
+        "@azure/core-tracing": "^1.0.1",
+        "@azure/core-util": "^1.3.0",
+        "@azure/logger": "^1.0.0",
+        "form-data": "^4.0.0",
+        "http-proxy-agent": "^5.0.0",
+        "https-proxy-agent": "^5.0.0",
+        "tslib": "^2.2.0"
+      },
+      "engines": {
+        "node": ">=14.0.0"
+      }
+    },
+    "node_modules/@azure/core-rest-pipeline/node_modules/agent-base": {
+      "version": "6.0.2",
+      "resolved": "https://registry.npmjs.org/agent-base/-/agent-base-6.0.2.tgz",
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+      "dependencies": {
+        "debug": "4"
+      },
+      "engines": {
+        "node": ">= 6.0.0"
+      }
+    },
+    "node_modules/@azure/core-rest-pipeline/node_modules/https-proxy-agent": {
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+      "resolved": "https://registry.npmjs.org/https-proxy-agent/-/https-proxy-agent-5.0.1.tgz",
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+      "dependencies": {
+        "agent-base": "6",
+        "debug": "4"
+      },
+      "engines": {
+        "node": ">= 6"
+      }
+    },
+    "node_modules/@azure/core-tracing": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/@azure/core-tracing/-/core-tracing-1.0.1.tgz",
+      "integrity": "sha512-I5CGMoLtX+pI17ZdiFJZgxMJApsK6jjfm85hpgp3oazCdq5Wxgh4wMr7ge/TTWW1B5WBuvIOI1fMU/FrOAMKrw==",
+      "dependencies": {
+        "tslib": "^2.2.0"
+      },
+      "engines": {
+        "node": ">=12.0.0"
+      }
+    },
+    "node_modules/@azure/core-util": {
+      "version": "1.4.0",
+      "resolved": "https://registry.npmjs.org/@azure/core-util/-/core-util-1.4.0.tgz",
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+      "dependencies": {
+        "@azure/abort-controller": "^1.0.0",
+        "tslib": "^2.2.0"
+      },
+      "engines": {
+        "node": ">=14.0.0"
+      }
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@ -26273,7 +26431,7 @@
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    "packages/data-provider": {
      "name": "librechat-data-provider",
-      "version": "0.1.4",
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      "license": "ISC",
      "dependencies": {
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