diff --git a/docs/remote_inference_blueprints/bedrock_connector_titan_multimodal_embedding_blueprint.md b/docs/remote_inference_blueprints/bedrock_connector_titan_multimodal_embedding_blueprint.md new file mode 100644 index 0000000000..83fb63b429 --- /dev/null +++ b/docs/remote_inference_blueprints/bedrock_connector_titan_multimodal_embedding_blueprint.md @@ -0,0 +1,258 @@ +# Bedrock connector blueprint example for Titan embedding model + +## 1. Add connector endpoint to trusted URLs: + +Note: no need to do this after 2.11.0 + +```json +PUT /_cluster/settings +{ + "persistent": { + "plugins.ml_commons.trusted_connector_endpoints_regex": [ + "^https://bedrock-runtime\\..*[a-z0-9-]\\.amazonaws\\.com/.*$" + ] + } +} +``` + +## 2. Create connector for Amazon Bedrock: + +If you are using self-managed Opensearch, you should supply AWS credentials: + +```json +POST /_plugins/_ml/connectors/_create +{ + "name": "Amazon Bedrock Connector: multi-modal embedding", + "description": "The connector to bedrock Titan multi-modal embedding model", + "version": 1, + "protocol": "aws_sigv4", + "parameters": { + "region": "", + "service_name": "bedrock", + "input_docs_processed_step_size": 2 + }, + "credential": { + "access_key": "", + "secret_key": "", + "session_token": "" + }, + "actions": [ + { + "action_type": "predict", + "method": "POST", + "url": "https://bedrock-runtime.us-east-1.amazonaws.com/model/amazon.titan-embed-image-v1/invoke", + "headers": { + "content-type": "application/json", + "x-amz-content-sha256": "required" + }, + "request_body": "{ \"inputText\": \"${parameters.inputText:-null}\", \"inputImage\": \"${parameters.inputImage:-null}\" }", + "pre_process_function": "\n StringBuilder parametersBuilder = new StringBuilder(\"{\");\n if (params.text_docs.length > 0 && params.text_docs[0] != null) {\n parametersBuilder.append(\"\\\"inputText\\\":\");\n parametersBuilder.append(\"\\\"\");\n parametersBuilder.append(params.text_docs[0]);\n parametersBuilder.append(\"\\\"\");\n \n if (params.text_docs.length > 1 && params.text_docs[1] != null) {\n parametersBuilder.append(\",\");\n }\n }\n \n \n if (params.text_docs.length > 1 && params.text_docs[1] != null) {\n parametersBuilder.append(\"\\\"inputImage\\\":\");\n parametersBuilder.append(\"\\\"\");\n parametersBuilder.append(params.text_docs[1]);\n parametersBuilder.append(\"\\\"\");\n }\n parametersBuilder.append(\"}\");\n \n return \"{\" +\"\\\"parameters\\\":\" + parametersBuilder + \"}\";", + "post_process_function": "\n def name = \"sentence_embedding\";\n def dataType = \"FLOAT32\";\n if (params.embedding == null || params.embedding.length == 0) {\n return null;\n }\n def shape = [params.embedding.length];\n def json = \"{\" +\n \"\\\"name\\\":\\\"\" + name + \"\\\",\" +\n \"\\\"data_type\\\":\\\"\" + dataType + \"\\\",\" +\n \"\\\"shape\\\":\" + shape + \",\" +\n \"\\\"data\\\":\" + params.embedding +\n \"}\";\n return json;\n " + } + ] +} +``` + +If using the AWS Opensearch Service, you can provide an IAM role arn that allows access to the bedrock service. +Refer to this [AWS doc](https://docs.aws.amazon.com/opensearch-service/latest/developerguide/ml-amazon-connector.html) + +```json +POST /_plugins/_ml/connectors/_create +{ + "name": "Amazon Bedrock Connector: multi-modal embedding", + "description": "The connector to bedrock Titan multi-modal embedding model", + "version": 1, + "protocol": "aws_sigv4", + "parameters": { + "region": "", + "service_name": "bedrock", + "input_docs_processed_step_size": 2 + }, + "credential": { + "roleArn": "" + }, + "actions": [ + { + "action_type": "predict", + "method": "POST", + "url": "https://bedrock-runtime.us-east-1.amazonaws.com/model/amazon.titan-embed-image-v1/invoke", + "headers": { + "content-type": "application/json", + "x-amz-content-sha256": "required" + }, + "request_body": "{ \"inputText\": \"${parameters.inputText:-null}\", \"inputImage\": \"${parameters.inputImage:-null}\" }", + "pre_process_function": "\n StringBuilder parametersBuilder = new StringBuilder(\"{\");\n if (params.text_docs.length > 0 && params.text_docs[0] != null) {\n parametersBuilder.append(\"\\\"inputText\\\":\");\n parametersBuilder.append(\"\\\"\");\n parametersBuilder.append(params.text_docs[0]);\n parametersBuilder.append(\"\\\"\");\n \n if (params.text_docs.length > 1 && params.text_docs[1] != null) {\n parametersBuilder.append(\",\");\n }\n }\n \n \n if (params.text_docs.length > 1 && params.text_docs[1] != null) {\n parametersBuilder.append(\"\\\"inputImage\\\":\");\n parametersBuilder.append(\"\\\"\");\n parametersBuilder.append(params.text_docs[1]);\n parametersBuilder.append(\"\\\"\");\n }\n parametersBuilder.append(\"}\");\n \n return \"{\" +\"\\\"parameters\\\":\" + parametersBuilder + \"}\";", + "post_process_function": "\n def name = \"sentence_embedding\";\n def dataType = \"FLOAT32\";\n if (params.embedding == null || params.embedding.length == 0) {\n return null;\n }\n def shape = [params.embedding.length];\n def json = \"{\" +\n \"\\\"name\\\":\\\"\" + name + \"\\\",\" +\n \"\\\"data_type\\\":\\\"\" + dataType + \"\\\",\" +\n \"\\\"shape\\\":\" + shape + \",\" +\n \"\\\"data\\\":\" + params.embedding +\n \"}\";\n return json;\n " + } + ] +} +``` + +Sample response: +```json +{ + "connector_id": "nzh9PIsBnGXNcxYpPEcv" +} +``` + +## 3. Create model group: + +```json +POST /_plugins/_ml/model_groups/_register +{ + "name": "remote_model_group", + "description": "This is an example description" +} +``` + +Sample response: +```json +{ + "model_group_id": "rqR9PIsBQRofe4CScErR", + "status": "CREATED" +} +``` + +## 4. Register model to model group & deploy model: + +```json +POST /_plugins/_ml/models/_register?deploy=true +{ + "name": "Bedrock multi-modal embedding model", + "function_name": "remote", + "model_group_id": "rqR9PIsBQRofe4CScErR", + "description": "test model", + "connector_id": "nzh9PIsBnGXNcxYpPEcv" +} +``` + +Sample response: +```json +{ + "task_id": "D7_6HIwBpSwPfTzcmemE", + "status": "CREATED", + "model_id": "Ir_6HIwBpSwPfTzcmemX" +} +``` + +Model should be deployed already. in this demo the model id is `Ir_6HIwBpSwPfTzcmemX` +If we still need to deploy the model + +```json +POST /_plugins/_ml/models/Ir_6HIwBpSwPfTzcmemX/_deploy +``` + +## 5. Test model inference + +Get Text Embedding: + +```json +POST /_plugins/_ml/models/Ir_6HIwBpSwPfTzcmemX/_predict +{ + "parameters": { + "inputText": "Say this is a test" + } +} +``` + +Sample response: +```json +{ + "inference_results": [ + { + "output": [ + { + "name": "sentence_embedding", + "data_type": "FLOAT32", + "shape": [ + 1024 + ], + "data": [ + 0.41992188, + -0.7265625, + -0.080078125, + ... + ] + } + ], + "status_code": 200 + } + ] +} +``` + +Get Image Embedding: + +```json +POST /_plugins/_ml/models/Ir_6HIwBpSwPfTzcmemX/_predict +{ + "parameters": { + "inputImage": 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" + } +} +``` + +Sample response: +```json +{ + "inference_results": [ + { + "output": [ + { + "name": "sentence_embedding", + "data_type": "FLOAT32", + "shape": [ + 1024 + ], + "data": [ + 0.41992188, + -0.7265625, + -0.080078125, + ... + ] + } + ], + "status_code": 200 + } + ] +} +``` + +Get Combined Embedding (Image + Text): + + +```json +POST /_plugins/_ml/models/Ir_6HIwBpSwPfTzcmemX/_predict +{ + "parameters": { + "inputText": "Say this is a test", + "inputImage": 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" + } +} +``` + +Sample response: +```json +{ + "inference_results": [ + { + "output": [ + { + "name": "sentence_embedding", + "data_type": "FLOAT32", + "shape": [ + 1024 + ], + "data": [ + 0.41992188, + -0.7265625, + -0.080078125, + ... + ] + } + ], + "status_code": 200 + } + ] +} +```