[New Resource]: AWS Opensearch Index

[vicotrbb]

Description

I would like to have a resource to create AWS opensearch (Serverless) indexes.

Requested Resource(s) and/or Data Source(s)

aws_opensearchserverless_index

Potential Terraform Configuration

No response

References

No response

Would you like to implement a fix?

No

[github-actions[bot]]

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[acwwat]

@vicotrbb You can use the OpenSearch Provider to create indices in your OpenSearch Serverless domain today. Here is an example for creating an index for Bedrock knowledge base. However, you must use v2.2.0 of the provider for now, as this issue causes authentication issue with OSS domains.

provider "opensearch" {
  url         = aws_opensearchserverless_collection.forex_kb.collection_endpoint
  healthcheck = false
}

resource "opensearch_index" "forex_kb" {
  name                           = "bedrock-knowledge-base-default-index"
  number_of_shards               = "2"
  number_of_replicas             = "0"
  index_knn                      = true
  index_knn_algo_param_ef_search = "512"
  mappings                       = <<-EOF
    {
      "properties": {
        "bedrock-knowledge-base-default-vector": {
          "type": "knn_vector",
          "dimension": 1536,
          "method": {
            "name": "hnsw",
            "engine": "faiss",
            "parameters": {
              "m": 16,
              "ef_construction": 512
            },
            "space_type": "l2"
          }
        },
        "AMAZON_BEDROCK_METADATA": {
          "type": "text",
          "index": "false"
        },
        "AMAZON_BEDROCK_TEXT_CHUNK": {
          "type": "text",
          "index": "true"
        }
      }
    }
  EOF
  force_destroy                  = true
  depends_on                     = [aws_opensearchserverless_collection.forex_kb]
}

[abriko]

@vicotrbb You can use the OpenSearch Provider to create indices in your OpenSearch Serverless domain today. Here is an example for creating an index for Bedrock knowledge base. However, you must use v2.2.0 of the provider for now, as this issue causes authentication issue with OSS domains.

provider "opensearch" {
  url         = aws_opensearchserverless_collection.forex_kb.collection_endpoint
  healthcheck = false
}

resource "opensearch_index" "forex_kb" {
  name                           = "bedrock-knowledge-base-default-index"
  number_of_shards               = "2"
  number_of_replicas             = "0"
  index_knn                      = true
  index_knn_algo_param_ef_search = "512"
  mappings                       = <<-EOF
    {
      "properties": {
        "bedrock-knowledge-base-default-vector": {
          "type": "knn_vector",
          "dimension": 1536,
          "method": {
            "name": "hnsw",
            "engine": "faiss",
            "parameters": {
              "m": 16,
              "ef_construction": 512
            },
            "space_type": "l2"
          }
        },
        "AMAZON_BEDROCK_METADATA": {
          "type": "text",
          "index": "false"
        },
        "AMAZON_BEDROCK_TEXT_CHUNK": {
          "type": "text",
          "index": "true"
        }
      }
    }
  EOF
  force_destroy                  = true
  depends_on                     = [aws_opensearchserverless_collection.forex_kb]
}

Thanks @acwwat, it's can work.

[github-actions[bot]]

[!WARNING] This issue has been closed, meaning that any additional comments are hard for our team to see. Please assume that the maintainers will not see them.

Ongoing conversations amongst community members are welcome, however, the issue will be locked after 30 days. Moving conversations to another venue, such as the AWS Provider forum, is recommended. If you have additional concerns, please open a new issue, referencing this one where needed.

[github-actions[bot]]

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