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This transformer can be leveraged by using the `@generation` directive to configure AI models and system prompts for generating content.\n\n## Installation\n\n```bash\nnpm install @aws-amplify/graphql-generation-transformer\n```\n\n## Directive Definition\n\nThe `@generation` directive is defined as follows:\n\n```graphql\ndirective @generation(aiModel: String!, systemPrompt: String!, inferenceConfiguration: GenerationInferenceConfiguration) on FIELD_DEFINITION\n```\n\n## Features\n\n1. AI Model Integration: Specify the AI model to be used for generation.\n2. System Prompt Configuration: Define a system prompt to guide the AI's output.\n3. Inference Configuration: Fine-tune generation parameters like max tokens, temperature, and top-p.\n4. Integrates with `@auth` Directive: Supports existing auth modes like IAM, API key, and Amazon Cognito User Pools.\n5. Resolver Creation: Generates resolvers with tool definitions based on the Query field's return type to interact with the specified AI model.\n6. Bedrock HTTP Data Source Creation: Creates a AppSync HTTP Data Source for Bedrock to interact with the specified AI model.\n\n## Examples\n\n### Basic Usage\n\n#### Scalar Type Generation\n\n```graphql\ntype Query {\n  generateStory(topic: String!): String\n    @generation(\n      aiModel: \"anthropic.claude-3-haiku-20240307-v1:0\"\n      systemPrompt: \"You are a creative storyteller. Generate a short story based on the given topic.\"\n    )\n}\n```\n\n#### Complex Type Generation\n\n```graphql\ntype Recipe {\n  name: String!\n  ingredients: [String!]!\n  instructions: [String!]!\n  prepTime: Int!\n  cookTime: Int!\n  servings: Int!\n  difficulty: String!\n}\n\ntype Query {\n  generateRecipe(cuisine: String!, dietaryRestrictions: [String]): Recipe\n    @generation(\n      aiModel: \"anthropic.claude-3-haiku-20240307-v1:0\"\n      systemPrompt: \"You are a professional chef specializing in creating recipes. Generate a detailed recipe based on the given cuisine and dietary restrictions.\"\n    )\n}\n```\n\n### Advanced Configuration\n\n```graphql\ntype Query {\n  generateCode(description: String!): String\n    @generation(\n      aiModel: \"anthropic.claude-3-haiku-20240307-v1:0\"\n      systemPrompt: \"You are an expert programmer. Generate code based on the given description.\"\n      inferenceConfiguration: { maxTokens: 500, temperature: 0.7, topP: 0.9 }\n    )\n}\n```\n\n## Limitations\n\n- The `@generation` directive can only be used on Query fields.\n- The AI model specified must:\n  - be supported by Amazon Bedrock's /converse API\n  - support tool usage\n- Some AppSync scalar types are not currently supported.\n","readmeFilename":"README.md"}