Komplettes Anfrageschema

Das Anforderungsschema zwischen der Invoke-API (Streaming und Nicht-Streaming) und der Converse-API ist nahezu identisch. Es gibt subtile Unterschiede in Bezug auf die Kodierung von Bild- und Videonutzdaten. Da Amazon Nova Micro keine Bilder oder Videos als Eingabe unterstützt, gelten diese Teile des Anforderungsschema nicht für Amazon Nova Micro. Andernfalls ist das Anforderungsschema für alle Amazon-Nova-Understanding-Modelle gleich.

client = boto3.client(
    "bedrock-runtime",
    region_name="us-east-1",
    config=Config(
        connect_timeout=3600,  # 60 minutes
        read_timeout=3600,     # 60 minutes
        retries={'max_attempts': 1}
    )
)

{
  "system": [
    {
      "text": "string"
    }
  ],
  "messages": [
    {
      "role": "user", //first turn should always be the user turn
      "content": [
        {
          "text": "string"
        },
        {
          "image": {
            "format": "jpeg" | "png" | "gif" | "webp",
            "source": {
              "bytes": image // Binary array (Converse API) or Base64-encoded string (Invoke API)
            }
          }
        },
        {
          "video": {
            "format": "mkv" | "mov" | "mp4" | "webm" | "three_gp" | "flv" | "mpeg" | "mpg" | "wmv",
            "source": {
              // Option 1: Sending a S3 location 
              "s3Location": {
                "uri": "string", // example: s3://my-bucket/object-key
                "bucketOwner": "string" // (Optional) example: "123456789012"
              },
              // Option 2: Sending file bytes 
              "bytes": video // Binary array (Converse API) or Base64-encoded string (Invoke API)
            }
          }
        },
        {
            "audio": {
                "format": "mp3" | "opus" | "wav" | "aac" | "flac" | "mp4" | "ogg" | "mkv",
                "source": {
                    // Option 1: Sending a S3 location 
                    "s3Location": {
                        "uri": "string", // example: s3://my-bucket/object-key
                        "bucketOwner": "string" // (Optional) example: "123456789012"
                    },
                    // Option 2: Sending file bytes 
                    "bytes": audio // Binary array (Converse API) or Base64-encoded string (Invoke API)
                }
            }
        }
      ]
    },
    {
      "role": "assistant",
      "content": [
        {
          "text": "string" //prefilling assistant turn
        }
      ]
    }
  ],
 "inferenceConfig":{ // all Optional, Invoke parameter names used in this example
    "maxTokens": int, // greater than 0, equal or less than 5k (default: dynamic*)
    "temperature": float, // greater than 0 and less than 1.0 (default: 0.7)
    "topP": float, // greater than 0, equal or less than 1.0 (default: 0.9)
    "topK": int, // 0 or greater (default: 50)
    "stopSequences": ["string"],
    "reasoningConfig": {
        "type": "string", //"enabled"/"disabled" (default: "disabled")
        "maxReasoningEffort": "string" // "low", "medium", "high"
    }
  },
  "toolConfig": { // all Optional
        "tools": [
            {
                "toolSpec": {
                    "name": "string", //meaningful tool name (Max char: 64)
                    "description": "string", //meaningful description of the tool
                    "inputSchema": {
                        "json": { // The JSON schema for the tool. For more information, see JSON Schema Reference
                            "type": "object",
                            "properties": {
                                "arg1": { //arguments 
                                    "type": "string", //argument data type
                                    "description": "string" //meaningful description
                                }
                            },
                            "required": [
                                "string" //args
                            ]
                        }
                    }
                }
            }
        ],
    },
    "toolChoice": { //can select one of three options
      "auto": {},
      "any": {},
      "tool": {
        "name": "string" //name of tool
      }
    }
}

Die folgenden Parameter sind erforderlich: