Merge pull request #153 from aws-samples/python_samples_update

feat(bedrocksample): added sample for prompt management

Author: krokoko

samples/python-samples/python_samples/prompt_management.py

@@ -0,0 +1,87 @@
+from aws_cdk import (
+    Stack,
+    aws_kms as kms,
+)
+from constructs import Construct
+from cdklabs.generative_ai_cdk_constructs import (
+    bedrock
+)
+from aws_cdk.aws_bedrock import CfnPrompt
+
+class PromptManagementStack(Stack):
+    def __init__(self, scope: Construct, construct_id: str, **kwargs) -> None:
+        super().__init__(scope, construct_id, **kwargs)
+
+        # Create KMS key
+        cmk = kms.Key(self, "cmk")
+
+        claude_model = bedrock.BedrockFoundationModel.ANTHROPIC_CLAUDE_3_5_SONNET_V1_0,
+        # Create tool specification
+        tool_spec = CfnPrompt.ToolSpecificationProperty(
+            name="top_song",
+            description="Get the most popular song played on a radio station.",
+            input_schema=CfnPrompt.ToolInputSchemaProperty(
+                json={
+                    "type": "object",
+                    "properties": {
+                        "sign": {
+                            "type": "string",
+                            "description": "The call sign for the radio station for which you want the most popular song. Example calls signs are WZPZ and WKR."
+                        }
+                    },
+                    "required": ["sign"]
+                }
+            )
+        )
+
+        # Create tool configuration
+        tool_config = bedrock.ToolConfiguration(
+            tool_choice=bedrock.ToolChoice.AUTO,
+            tools=[
+                CfnPrompt.ToolProperty(
+                    tool_spec=tool_spec
+                )
+            ]
+        )
+
+        # Create chat variant
+        variant_chat = bedrock.PromptVariant.chat(
+            variant_name="variant1",
+            model=bedrock.BedrockFoundationModel.ANTHROPIC_CLAUDE_3_5_SONNET_V1_0,
+            messages=[
+                bedrock.ChatMessage.user("From now on, you speak Japanese!"),
+                bedrock.ChatMessage.assistant("Konnichiwa!"),
+                bedrock.ChatMessage.user("From now on, you speak {{language}}!"),
+            ],
+            system="You are a helpful assistant that only speaks the language you're told.",
+            prompt_variables=["language"],
+            tool_configuration=tool_config
+        )
+
+        # Create prompt
+        prompt = bedrock.Prompt(
+            self,
+            "prompt1",
+            prompt_name="prompt-chat",
+            description="my first chat prompt",
+            default_variant=variant_chat,
+            variants=[variant_chat],
+            kms_key=cmk
+        )
+        
+        # Create variant2 as a text variant
+        variant2 = bedrock.PromptVariant.text(
+            variant_name="variant2",
+            model=claude_model,
+            prompt_variables=["topic"],
+            prompt_text="This is my second text prompt. Please summarize our conversation on: {{topic}}.",
+            inference_configuration={
+                "temperature": 0.5,
+                "topP": 0.999,
+                "maxTokens": 2000,
+            }
+        )
+
+        prompt.add_variant(variant2)
+
+