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b4sjoo
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Fix remote inference blueprints (#2692) (#2693)
Signed-off-by: b4sjoo <[email protected]> (cherry picked from commit d57e0b3) Co-authored-by: Sicheng Song <[email protected]>
1 parent 0a6a2b0 commit c72b4a2

7 files changed

+26
-22
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‎docs/remote_inference_blueprints/amazon_comprehend_connector_blueprint.md‎

Lines changed: 4 additions & 8 deletions
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@@ -47,7 +47,6 @@ POST /_plugins/_ml/connectors/_create
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"parameters": {
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"service_name": "comprehend",
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"region": "us-east-1",
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"endpoint": "https://${parameters.service_name}.${parameters.region}.amazonaws.com",
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"api_version": "20171127",
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"api_name": "DetectDominantLanguage",
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"api": "Comprehend_${parameters.api_version}.${parameters.api_name}",
@@ -57,7 +56,7 @@ POST /_plugins/_ml/connectors/_create
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{
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"action_type": "predict",
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"method": "POST",
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"url": "${parameters.endpoint}",
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"url": "https://${parameters.service_name}.${parameters.region}.amazonaws.com",
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"headers": {
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"X-Amz-Target": "${parameters.api}",
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"content-type": "application/x-amz-json-1.1"
@@ -87,7 +86,6 @@ POST /_plugins/_ml/connectors/_create
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"parameters": {
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"service_name": "comprehend",
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"region": "us-east-1",
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"endpoint": "https://${parameters.service_name}.${parameters.region}.amazonaws.com",
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"api_version": "20171127",
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"api_name": "DetectDominantLanguage",
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"api": "Comprehend_${parameters.api_version}.${parameters.api_name}",
@@ -97,7 +95,7 @@ POST /_plugins/_ml/connectors/_create
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{
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"action_type": "predict",
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"method": "POST",
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"url": "${parameters.endpoint}",
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"url": "https://${parameters.service_name}.${parameters.region}.amazonaws.com",
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"headers": {
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"X-Amz-Target": "${parameters.api}",
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"content-type": "application/x-amz-json-1.1"
@@ -400,7 +398,6 @@ POST /_plugins/_ml/connectors/_create
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"parameters": {
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"service_name": "comprehend",
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"region": "us-east-1",
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"endpoint": "https://${parameters.service_name}.${parameters.region}.amazonaws.com",
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"api_version": "20171127",
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"api_name": "DetectEntities",
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"api": "Comprehend_${parameters.api_version}.${parameters.api_name}",
@@ -410,7 +407,7 @@ POST /_plugins/_ml/connectors/_create
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{
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"action_type": "predict",
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"method": "POST",
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"url": "${parameters.endpoint}",
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"url": "https://${parameters.service_name}.${parameters.region}.amazonaws.com",
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"headers": {
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"X-Amz-Target": "${parameters.api}",
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"content-type": "application/x-amz-json-1.1"
@@ -440,7 +437,6 @@ POST /_plugins/_ml/connectors/_create
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"parameters": {
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"service_name": "comprehend",
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"region": "us-east-1",
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"endpoint": "https://${parameters.service_name}.${parameters.region}.amazonaws.com",
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"api_version": "20171127",
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"api_name": "DetectEntities",
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"api": "Comprehend_${parameters.api_version}.${parameters.api_name}",
@@ -450,7 +446,7 @@ POST /_plugins/_ml/connectors/_create
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{
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"action_type": "predict",
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"method": "POST",
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"url": "${parameters.endpoint}",
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"url": "https://${parameters.service_name}.${parameters.region}.amazonaws.com",
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"headers": {
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"X-Amz-Target": "${parameters.api}",
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"content-type": "application/x-amz-json-1.1"

‎docs/remote_inference_blueprints/amazon_textract_connector_blueprint.md‎

Lines changed: 8 additions & 4 deletions
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@@ -42,15 +42,17 @@ POST /_plugins/_ml/connectors/_create
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},
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"parameters": {
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"region": "<PLEASE ADD YOUR AWS REGION like us-west-2>",
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"service_name": "textract"
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"service_name": "textract",
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"api_name": "DetectDocumentText",
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"api": "Textract.${parameters.api_name}"
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},
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"actions": [
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{
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"action_type": "predict",
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"method": "POST",
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"headers": {
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"content-type": "application/x-amz-json-1.1",
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"X-Amz-Target": "Textract.DetectDocumentText"
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"X-Amz-Target": "${parameters.api}"
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},
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"url": "https://${parameters.service_name}.${parameters.region}.amazonaws.com",
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"request_body": "{ \"Document\": { \"Bytes\": \"${parameters.bytes}\" } } "
@@ -77,15 +79,17 @@ POST /_plugins/_ml/connectors/_create
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},
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"parameters": {
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"region": "<PLEASE ADD YOUR AWS REGION like us-west-2>",
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"service_name": "textract"
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"service_name": "textract",
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"api_name": "DetectDocumentText",
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"api": "Textract.${parameters.api_name}"
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},
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"actions": [
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{
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"action_type": "predict",
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"method": "POST",
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"headers": {
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"content-type": "application/x-amz-json-1.1",
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"X-Amz-Target": "Textract.DetectDocumentText"
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"X-Amz-Target": "${parameters.api}"
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},
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"url": "https://${parameters.service_name}.${parameters.region}.amazonaws.com",
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"request_body": "{ \"Document\": { \"Bytes\": \"${parameters.bytes}\" } } "

‎docs/remote_inference_blueprints/bedrock_connector_ai21labs_jurassic_blueprint.md‎

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@@ -28,7 +28,8 @@ POST /_plugins/_ml/connectors/_create
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"protocol": "aws_sigv4",
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"credential": {
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"access_key": "<PLEASE ADD YOUR AWS ACCESS KEY HERE>",
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"secret_key": "<PLEASE ADD YOUR AWS SECRET KEY HERE>"
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"secret_key": "<PLEASE ADD YOUR AWS SECRET KEY HERE>",
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"session_token": "<PLEASE ADD YOUR AWS SECURITY TOKEN HERE>"
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},
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"parameters": {
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"region": "<PLEASE ADD YOUR AWS REGION HERE>",
@@ -42,7 +43,7 @@ POST /_plugins/_ml/connectors/_create
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"headers": {
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"content-type": "application/json"
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},
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"url": "https://bedrock-runtime.${parameters.region}.amazonaws.com/model/${parameters.model_name}/invoke",
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"url": "https://bedrock-runtime.${parameters.region}.amazonaws.com/model/${parameters.model}/invoke",
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"request_body": "{\"prompt\":\"${parameters.inputs}\",\"maxTokens\":200,\"temperature\":0.7,\"topP\":1,\"stopSequences\":[],\"countPenalty\":{\"scale\":0},\"presencePenalty\":{\"scale\":0},\"frequencyPenalty\":{\"scale\":0}}",
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"post_process_function": "\n return params['completions'][0].data.text; \n"
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}
@@ -66,7 +67,7 @@ POST /_plugins/_ml/connectors/_create
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"parameters": {
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"region": "<PLEASE ADD YOUR AWS REGION HERE>",
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"service_name": "bedrock",
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"model_name": "ai21.j2-mid-v1"
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"model": "ai21.j2-mid-v1"
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},
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"actions": [
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{
@@ -75,7 +76,7 @@ POST /_plugins/_ml/connectors/_create
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"headers": {
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"content-type": "application/json"
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},
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"url": "https://bedrock-runtime.${parameters.region}.amazonaws.com/model/${parameters.model_name}/invoke",
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"url": "https://bedrock-runtime.${parameters.region}.amazonaws.com/model/${parameters.model}/invoke",
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"request_body": "{\"prompt\":\"${parameters.inputs}\",\"maxTokens\":200,\"temperature\":0.7,\"topP\":1,\"stopSequences\":[],\"countPenalty\":{\"scale\":0},\"presencePenalty\":{\"scale\":0},\"frequencyPenalty\":{\"scale\":0}}",
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"post_process_function": "\n return params['completions'][0].data.text; \n"
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}

‎docs/remote_inference_blueprints/bedrock_connector_anthropic_claude3_blueprint.md‎

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@@ -73,7 +73,8 @@ POST /_plugins/_ml/connectors/_create
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"auth": "Sig_V4",
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"response_filter": "$.content[0].text",
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"max_tokens_to_sample": "8000",
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"anthropic_version": "bedrock-2023-05-31"
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"anthropic_version": "bedrock-2023-05-31",
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"model": "anthropic.claude-3-sonnet-20240229-v1:0"
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},
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"actions": [
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{
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"headers": {
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"content-type": "application/json"
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},
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"url": "https://bedrock-runtime.us-east-1.amazonaws.com/model/anthropic.claude-3-sonnet-20240229-v1:0/invoke",
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"url": "https://bedrock-runtime.us-east-1.amazonaws.com/model/${parameters.model}/invoke",
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"request_body": "{\"messages\":[{\"role\":\"user\",\"content\":[{\"type\":\"text\",\"text\":\"${parameters.prompt}\"}]}],\"anthropic_version\":\"${parameters.anthropic_version}\",\"max_tokens\":${parameters.max_tokens_to_sample}}"
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}
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]

‎docs/remote_inference_blueprints/bedrock_connector_anthropic_claude_blueprint.md‎

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@@ -65,7 +65,8 @@ POST /_plugins/_ml/connectors/_create
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},
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"parameters": {
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"region": "<PLEASE ADD YOUR AWS REGION HERE>",
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"service_name": "bedrock"
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"service_name": "bedrock",
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"model": "anthropic.claude-v2"
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},
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"actions": [
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{
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"headers": {
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"content-type": "application/json"
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},
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"url": "https://bedrock-runtime.${parameters.region}.amazonaws.com/model/anthropic.claude-v2/invoke",
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"url": "https://bedrock-runtime.${parameters.region}.amazonaws.com/model/${parameters.model}/invoke",
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"request_body": "{\"prompt\":\"\\n\\nHuman: ${parameters.inputs}\\n\\nAssistant:\",\"max_tokens_to_sample\":300,\"temperature\":0.5,\"top_k\":250,\"top_p\":1,\"stop_sequences\":[\"\\\\n\\\\nHuman:\"]}"
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}
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]

‎docs/remote_inference_blueprints/bedrock_connector_titan_embedding_blueprint.md‎

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@@ -76,7 +76,7 @@ POST /_plugins/_ml/connectors/_create
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{
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"action_type": "predict",
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"method": "POST",
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"url": "https://bedrock-runtime.${parameters.region}.amazonaws.com/model/amazon.titan-embed-text-v1/invoke",
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"url": "https://bedrock-runtime.${parameters.region}.amazonaws.com/model/${parameters.model}/invoke",
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"headers": {
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"content-type": "application/json",
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"x-amz-content-sha256": "required"

‎docs/remote_inference_blueprints/bedrock_connector_titan_multimodal_embedding_blueprint.md‎

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@@ -67,6 +67,7 @@ POST /_plugins/_ml/connectors/_create
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"parameters": {
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"region": "<PLEASE ADD YOUR AWS REGION HERE>",
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"service_name": "bedrock",
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"model": "amazon.titan-embed-image-v1",
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"input_docs_processed_step_size": 2
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},
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"credential": {
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{
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"action_type": "predict",
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"method": "POST",
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"url": "https://bedrock-runtime.${parameters.region}.amazonaws.com/model/amazon.titan-embed-image-v1/invoke",
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"url": "https://bedrock-runtime.${parameters.region}.amazonaws.com/model/${parameters.model}/invoke",
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"headers": {
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"content-type": "application/json",
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"x-amz-content-sha256": "required"

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