LangChain JS/TS 통합 시작하기

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Semantic Search Results:
[
   {
      pageContent: 'MongoDB Atlas features extensive capabilities to defend,\n' +
         'detect, and control access to MongoDB, offering among\n' +
         'the most complete security controls of any modern\n' +
         'database:',
      pageNumber: 18
   },
   {
      pageContent: 'Atlas provides encryption of data at rest with encrypted\n' +
         'storage volumes.\n' +
         'Optionally, Atlas users can configure an additional layer of\n' +
         'encryption on their data at rest using the MongoDB',
      pageNumber: 19
   },
   {
      pageContent: 'automatically enabled.\n' +
         'Review thesecurity section of the MongoDB Atlas\n' +
         'documentationto learn more about each of the security\n' +
         'features discussed below.\n' +
         'IP Whitelisting',
      pageNumber: 18
   },
   {
      pageContent: '16Security\n' +
         '17Business Intelligence with MongoDB Atlas\n' +
         '18Considerations for Proofs of Concept\n' +
         '18MongoDB Stitch: Serverless Platform from MongoDB\n' +
         '19We Can Help\n' +
         '19Resources',
      pageNumber: 2
   }
]

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Semantic Search with Filter Results:
[
   {
      pageContent: 'BSON database dumps produced bymongodump.\n' +
         'In the vast majority of cases, MongoDB Atlas backups\n' +
         'delivers the simplest, safest, and most efficient backup',
      pageNumber: 17
   },
   {
      pageContent: 'Monitoring Solutions\n' +
         'The MongoDB Atlas API provides integration with external\n' +
         'management frameworks through programmatic access to\n' +
         'automation features and alerts.\n' +
         'APM Integration',
      pageNumber: 17
   },
   {
      pageContent: 'MongoDB Atlas backups are maintained continuously, just\n' +
         'a few seconds behind the operational system. If the\n' +
         'MongoDB cluster experiences a failure, the most recent',
      pageNumber: 17
   }
]

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Max Marginal Relevance Search Results:
[
   {
      pageContent: 'MongoDB Atlas features extensive capabilities to defend,\n' +
         'detect, and control access to MongoDB, offering among\n' +
         'the most complete security controls of any modern\n' +
         'database:',
      pageNumber: 18
   },
   {
      pageContent: 'automatically enabled.\n' +
         'Review thesecurity section of the MongoDB Atlas\n' +
         'documentationto learn more about each of the security\n' +
         'features discussed below.\n' +
         'IP Whitelisting',
      pageNumber: 18
   },
   {
      pageContent: '16Security\n' +
         '17Business Intelligence with MongoDB Atlas\n' +
         '18Considerations for Proofs of Concept\n' +
         '18MongoDB Stitch: Serverless Platform from MongoDB\n' +
         '19We Can Help\n' +
         '19Resources',
      pageNumber: 2
   }
]

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Question: How can I secure my MongoDB Atlas cluster?
Answer: You can secure your MongoDB Atlas cluster by taking
advantage of extensive capabilities to defend, detect, and control
access to MongoDB. You can also enable encryption of data at rest
with encrypted storage volumes and configure an additional layer of
encryption on your data. Additionally, you can set up global clusters
on Amazon Web Services, Microsoft Azure, and Google Cloud Platform
with just a few clicks in the MongoDB Atlas UI.
Source documents:
[
  {
    "pageContent": "MongoDB Atlas features extensive capabilities to defend,\ndetect, and control access to MongoDB, offering among\nthe most complete security controls of any modern\ndatabase:",
    "pageNumber": 18
  },
  {
    "pageContent": "throughput is required, it is recommended to either\nupgrade the Atlas cluster or take advantage of MongoDB's\nauto-shardingto distribute read operations across multiple\nprimary members.",
    "pageNumber": 14
  },
  {
    "pageContent": "Atlas provides encryption of data at rest with encrypted\nstorage volumes.\nOptionally, Atlas users can configure an additional layer of\nencryption on their data at rest using the MongoDB",
    "pageNumber": 19
  },
  {
    "pageContent": "You can set up global clusters — available on Amazon Web\nServices, Microsoft Azure, and Google Cloud Platform —\nwith just a few clicks in the MongoDB Atlas UI. MongoDB",
    "pageNumber": 13
  }
]

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Question: How can I secure my MongoDB Atlas cluster?
Answer: To secure your MongoDB Atlas cluster, you can take the following measures:
1. Enable authentication and use strong, unique passwords for all users.
2. Utilize encryption in transit and at rest to protect data both while in motion and at rest.
3. Configure network security by whitelisting IP addresses that can access your cluster.
4. Enable role-based access control to limit what actions users can perform within the cluster.
5. Monitor and audit your cluster for suspicious activity using logging and alerting features.
6. Keep your cluster up to date with the latest patches and updates to prevent vulnerabilities.
7. Implement backups and disaster recovery plans to ensure you can recover your data in case of data loss.
Source documents:
[
  {
    "pageContent": "BSON database dumps produced bymongodump.\nIn the vast majority of cases, MongoDB Atlas backups\ndelivers the simplest, safest, and most efficient backup",
    "pageNumber": 17
  },
  {
    "pageContent": "APM Integration\nMany operations teams use Application Performance\nMonitoring (APM) platforms to gain global oversight of\n15",
    "pageNumber": 17
  },
  {
    "pageContent": "performance SLA.\nIf in the course of a deployment it is determined that a new\nshard key should be used, it will be necessary to reload the\ndata with a new shard key because designation and values",
    "pageNumber": 17
  },
  {
    "pageContent": "to the database.\nReplication Lag\nReplication lag is the amount of time it takes a write\noperation on the primary replica set member to replicate to",
    "pageNumber": 17
  }
]