@genkit-ai/ai/lib/prompt.mjs.map

Genkit AI framework generative AI APIs.

{"version":3,"sources":["../src/prompt.ts"],"sourcesContent":["/**\n * Copyright 2024 Google LLC\n *\n * Licensed under the Apache License, Version 2.0 (the \"License\");\n * you may not use this file except in compliance with the License.\n * You may obtain a copy of the License at\n *\n *     http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\n\nimport {\n  GenkitError,\n  defineActionAsync,\n  getContext,\n  stripUndefinedProps,\n  type Action,\n  type ActionAsyncParams,\n  type ActionContext,\n  type JSONSchema7,\n  type z,\n} from '@genkit-ai/core';\nimport { lazy } from '@genkit-ai/core/async';\nimport { logger } from '@genkit-ai/core/logging';\nimport type { Registry } from '@genkit-ai/core/registry';\nimport { toJsonSchema } from '@genkit-ai/core/schema';\nimport { SPAN_TYPE_ATTR, runInNewSpan } from '@genkit-ai/core/tracing';\nimport { Message as DpMessage, PromptFunction } from 'dotprompt';\nimport { existsSync, readFileSync, readdirSync } from 'fs';\nimport { basename, join, resolve } from 'path';\nimport type { DocumentData } from './document.js';\nimport {\n  generate,\n  generateStream,\n  toGenerateActionOptions,\n  toGenerateRequest,\n  type GenerateOptions,\n  type GenerateResponse,\n  type GenerateStreamResponse,\n  type OutputOptions,\n  type ToolChoice,\n} from './generate.js';\nimport { Message } from './message.js';\nimport {\n  GenerateActionOptionsSchema,\n  type GenerateActionOptions,\n  type GenerateRequest,\n  type GenerateRequestSchema,\n  type GenerateResponseChunkSchema,\n  type GenerateResponseSchema,\n  type MessageData,\n  type ModelAction,\n  type ModelArgument,\n  type ModelMiddleware,\n  type ModelReference,\n  type Part,\n} from './model.js';\nimport { getCurrentSession, type Session } from './session.js';\nimport type { ToolAction, ToolArgument } from './tool.js';\n\n/**\n * Prompt action.\n */\nexport type PromptAction<I extends z.ZodTypeAny = z.ZodTypeAny> = Action<\n  I,\n  typeof GenerateRequestSchema,\n  z.ZodNever\n> & {\n  __action: {\n    metadata: {\n      type: 'prompt';\n    };\n  };\n  __executablePrompt: ExecutablePrompt<I>;\n};\n\nexport function isPromptAction(action: Action): action is PromptAction {\n  return action.__action.metadata?.type === 'prompt';\n}\n\n/**\n * Prompt action.\n */\nexport type ExecutablePromptAction<I extends z.ZodTypeAny = z.ZodTypeAny> =\n  Action<\n    I,\n    typeof GenerateResponseSchema,\n    typeof GenerateResponseChunkSchema\n  > & {\n    __action: {\n      metadata: {\n        type: 'executablePrompt';\n      };\n    };\n    __executablePrompt: ExecutablePrompt<I>;\n  };\n\n/**\n * Configuration for a prompt action.\n */\nexport interface PromptConfig<\n  I extends z.ZodTypeAny = z.ZodTypeAny,\n  O extends z.ZodTypeAny = z.ZodTypeAny,\n  CustomOptions extends z.ZodTypeAny = z.ZodTypeAny,\n> {\n  name: string;\n  variant?: string;\n  model?: ModelArgument<CustomOptions>;\n  config?: z.infer<CustomOptions>;\n  description?: string;\n  input?: {\n    schema?: I;\n    jsonSchema?: JSONSchema7;\n  };\n  system?: string | Part | Part[] | PartsResolver<z.infer<I>>;\n  prompt?: string | Part | Part[] | PartsResolver<z.infer<I>>;\n  messages?: string | MessageData[] | MessagesResolver<z.infer<I>>;\n  docs?: DocumentData[] | DocsResolver<z.infer<I>>;\n  output?: OutputOptions<O>;\n  maxTurns?: number;\n  returnToolRequests?: boolean;\n  metadata?: Record<string, any>;\n  tools?: ToolArgument[];\n  toolChoice?: ToolChoice;\n  use?: ModelMiddleware[];\n  context?: ActionContext;\n}\n\n/**\n * Generate options of a prompt.\n */\nexport type PromptGenerateOptions<\n  O extends z.ZodTypeAny = z.ZodTypeAny,\n  CustomOptions extends z.ZodTypeAny = z.ZodTypeAny,\n> = Omit<GenerateOptions<O, CustomOptions>, 'prompt' | 'system'>;\n\n/**\n * A prompt that can be executed as a function.\n */\nexport interface ExecutablePrompt<\n  I = undefined,\n  O extends z.ZodTypeAny = z.ZodTypeAny,\n  CustomOptions extends z.ZodTypeAny = z.ZodTypeAny,\n> {\n  /** Prompt reference. */\n  ref: { name: string; metadata?: Record<string, any> };\n\n  /**\n   * Generates a response by rendering the prompt template with given user input and then calling the model.\n   *\n   * @param input Prompt inputs.\n   * @param opt Options for the prompt template, including user input variables and custom model configuration options.\n   * @returns the model response as a promise of `GenerateStreamResponse`.\n   */\n  (\n    input?: I,\n    opts?: PromptGenerateOptions<O, CustomOptions>\n  ): Promise<GenerateResponse<z.infer<O>>>;\n\n  /**\n   * Generates a response by rendering the prompt template with given user input and then calling the model.\n   * @param input Prompt inputs.\n   * @param opt Options for the prompt template, including user input variables and custom model configuration options.\n   * @returns the model response as a promise of `GenerateStreamResponse`.\n   */\n  stream(\n    input?: I,\n    opts?: PromptGenerateOptions<O, CustomOptions>\n  ): GenerateStreamResponse<z.infer<O>>;\n\n  /**\n   * Renders the prompt template based on user input.\n   *\n   * @param opt Options for the prompt template, including user input variables and custom model configuration options.\n   * @returns a `GenerateOptions` object to be used with the `generate()` function from @genkit-ai/ai.\n   */\n  render(\n    input?: I,\n    opts?: PromptGenerateOptions<O, CustomOptions>\n  ): Promise<GenerateOptions<O, CustomOptions>>;\n\n  /**\n   * Returns the prompt usable as a tool.\n   */\n  asTool(): Promise<ToolAction>;\n}\n\nexport type PartsResolver<I, S = any> = (\n  input: I,\n  options: {\n    state?: S;\n    context: ActionContext;\n  }\n) => Part[] | Promise<string | Part | Part[]>;\n\nexport type MessagesResolver<I, S = any> = (\n  input: I,\n  options: {\n    history?: MessageData[];\n    state?: S;\n    context: ActionContext;\n  }\n) => MessageData[] | Promise<MessageData[]>;\n\nexport type DocsResolver<I, S = any> = (\n  input: I,\n  options: {\n    context: ActionContext;\n    state?: S;\n  }\n) => DocumentData[] | Promise<DocumentData[]>;\n\ninterface PromptCache {\n  userPrompt?: PromptFunction;\n  system?: PromptFunction;\n  messages?: PromptFunction;\n}\n\n/**\n * Defines a prompt which can be used to generate content or render a request.\n *\n * @returns The new `ExecutablePrompt`.\n */\nexport function definePrompt<\n  I extends z.ZodTypeAny = z.ZodTypeAny,\n  O extends z.ZodTypeAny = z.ZodTypeAny,\n  CustomOptions extends z.ZodTypeAny = z.ZodTypeAny,\n>(\n  registry: Registry,\n  options: PromptConfig<I, O, CustomOptions>\n): ExecutablePrompt<z.infer<I>, O, CustomOptions> {\n  return definePromptAsync(\n    registry,\n    `${options.name}${options.variant ? `.${options.variant}` : ''}`,\n    Promise.resolve(options),\n    options.metadata\n  );\n}\n\nfunction definePromptAsync<\n  I extends z.ZodTypeAny = z.ZodTypeAny,\n  O extends z.ZodTypeAny = z.ZodTypeAny,\n  CustomOptions extends z.ZodTypeAny = z.ZodTypeAny,\n>(\n  registry: Registry,\n  name: string,\n  optionsPromise: PromiseLike<PromptConfig<I, O, CustomOptions>>,\n  metadata?: Record<string, any>\n): ExecutablePrompt<z.infer<I>, O, CustomOptions> {\n  const promptCache = {} as PromptCache;\n\n  const renderOptionsFn = async (\n    input: z.infer<I>,\n    renderOptions: PromptGenerateOptions<O, CustomOptions> | undefined\n  ): Promise<GenerateOptions> => {\n    return await runInNewSpan(\n      {\n        metadata: {\n          name: 'render',\n          input,\n        },\n        labels: {\n          [SPAN_TYPE_ATTR]: 'promptTemplate',\n        },\n      },\n      async (metadata) => {\n        const messages: MessageData[] = [];\n        renderOptions = { ...renderOptions }; // make a copy, we will be trimming\n        const session = getCurrentSession(registry);\n        const resolvedOptions = await optionsPromise;\n\n        // order of these matters:\n        await renderSystemPrompt(\n          registry,\n          session,\n          input,\n          messages,\n          resolvedOptions,\n          promptCache,\n          renderOptions\n        );\n        await renderMessages(\n          registry,\n          session,\n          input,\n          messages,\n          resolvedOptions,\n          renderOptions,\n          promptCache\n        );\n        await renderUserPrompt(\n          registry,\n          session,\n          input,\n          messages,\n          resolvedOptions,\n          promptCache,\n          renderOptions\n        );\n\n        let docs: DocumentData[] | undefined;\n        if (typeof resolvedOptions.docs === 'function') {\n          docs = await resolvedOptions.docs(input, {\n            state: session?.state,\n            context: renderOptions?.context || getContext() || {},\n          });\n        } else {\n          docs = resolvedOptions.docs;\n        }\n\n        const opts: GenerateOptions = stripUndefinedProps({\n          model: resolvedOptions.model,\n          maxTurns: resolvedOptions.maxTurns,\n          messages,\n          docs,\n          tools: resolvedOptions.tools,\n          returnToolRequests: resolvedOptions.returnToolRequests,\n          toolChoice: resolvedOptions.toolChoice,\n          context: resolvedOptions.context,\n          output: resolvedOptions.output,\n          use: resolvedOptions.use,\n          ...stripUndefinedProps(renderOptions),\n          config: {\n            ...resolvedOptions?.config,\n            ...renderOptions?.config,\n          },\n          metadata: resolvedOptions.metadata?.metadata\n            ? {\n                prompt: resolvedOptions.metadata?.metadata,\n              }\n            : undefined,\n        });\n\n        // Fix for issue #3348: Preserve AbortSignal object\n        // AbortSignal needs its prototype chain and shouldn't be processed by stripUndefinedProps\n        if (renderOptions?.abortSignal) {\n          opts.abortSignal = renderOptions.abortSignal;\n        }\n        // if config is empty and it was not explicitly passed in, we delete it, don't want {}\n        if (Object.keys(opts.config).length === 0 && !renderOptions?.config) {\n          delete opts.config;\n        }\n        metadata.output = opts;\n        return opts;\n      }\n    );\n  };\n  const rendererActionConfig = lazy(() =>\n    optionsPromise.then((options: PromptConfig<I, O, CustomOptions>) => {\n      const metadata = promptMetadata(options);\n      return {\n        name: `${options.name}${options.variant ? `.${options.variant}` : ''}`,\n        inputJsonSchema: options.input?.jsonSchema,\n        inputSchema: options.input?.schema,\n        description: options.description,\n        actionType: 'prompt',\n        metadata,\n        fn: async (\n          input: z.infer<I>\n        ): Promise<GenerateRequest<z.ZodTypeAny>> => {\n          return toGenerateRequest(\n            registry,\n            await renderOptionsFn(input, undefined)\n          );\n        },\n      } as ActionAsyncParams<any, any, any>;\n    })\n  );\n  const rendererAction = defineActionAsync(\n    registry,\n    'prompt',\n    name,\n    rendererActionConfig,\n    (action) => {\n      (action as PromptAction<I>).__executablePrompt =\n        executablePrompt as never as ExecutablePrompt<z.infer<I>>;\n    }\n  ) as Promise<PromptAction<I>>;\n\n  const executablePromptActionConfig = lazy(() =>\n    optionsPromise.then((options: PromptConfig<I, O, CustomOptions>) => {\n      const metadata = promptMetadata(options);\n      return {\n        name: `${options.name}${options.variant ? `.${options.variant}` : ''}`,\n        inputJsonSchema: options.input?.jsonSchema,\n        inputSchema: options.input?.schema,\n        outputSchema: GenerateActionOptionsSchema,\n        description: options.description,\n        actionType: 'executable-prompt',\n        metadata,\n        fn: async (input: z.infer<I>): Promise<GenerateActionOptions> => {\n          return await toGenerateActionOptions(\n            registry,\n            await renderOptionsFn(input, undefined)\n          );\n        },\n      } as ActionAsyncParams<any, any, any>;\n    })\n  );\n\n  defineActionAsync(\n    registry,\n    'executable-prompt',\n    name,\n    executablePromptActionConfig,\n    (action) => {\n      (action as ExecutablePromptAction<I>).__executablePrompt =\n        executablePrompt as never as ExecutablePrompt<z.infer<I>>;\n    }\n  ) as Promise<ExecutablePromptAction<I>>;\n\n  const executablePrompt = wrapInExecutablePrompt({\n    registry,\n    name,\n    renderOptionsFn,\n    rendererAction,\n    metadata,\n  });\n\n  return executablePrompt;\n}\n\nfunction promptMetadata(options: PromptConfig<any, any, any>) {\n  const metadata = {\n    ...options.metadata,\n    prompt: {\n      ...options.metadata?.prompt,\n      config: options.config,\n      input: {\n        schema: options.input ? toJsonSchema(options.input) : undefined,\n      },\n      name: options.name.includes('.')\n        ? options.name.split('.')[0]\n        : options.name,\n      model: modelName(options.model),\n    },\n    type: 'prompt',\n  };\n\n  if (options.variant) {\n    metadata.prompt.variant = options.variant;\n  }\n\n  return metadata;\n}\n\nfunction wrapInExecutablePrompt<\n  I extends z.ZodTypeAny = z.ZodTypeAny,\n  O extends z.ZodTypeAny = z.ZodTypeAny,\n  CustomOptions extends z.ZodTypeAny = z.ZodTypeAny,\n>(wrapOpts: {\n  registry: Registry;\n  name: string;\n  renderOptionsFn: (\n    input: z.infer<I>,\n    renderOptions: PromptGenerateOptions<O, CustomOptions> | undefined\n  ) => Promise<GenerateOptions>;\n  rendererAction: Promise<PromptAction<I>>;\n  metadata?: Record<string, any>;\n}) {\n  const executablePrompt = (async (\n    input?: I,\n    opts?: PromptGenerateOptions<O, CustomOptions>\n  ): Promise<GenerateResponse<z.infer<O>>> => {\n    return await runInNewSpan(\n      wrapOpts.registry,\n      {\n        metadata: {\n          name: (await wrapOpts.rendererAction).__action.name,\n          input,\n        },\n        labels: {\n          [SPAN_TYPE_ATTR]: 'dotprompt',\n        },\n      },\n      async (metadata) => {\n        const output = await generate(wrapOpts.registry, {\n          ...(await wrapOpts.renderOptionsFn(input, opts)),\n        });\n        metadata.output = output;\n        return output;\n      }\n    );\n  }) as ExecutablePrompt<z.infer<I>, O, CustomOptions>;\n\n  executablePrompt.ref = { name: wrapOpts.name, metadata: wrapOpts.metadata };\n\n  executablePrompt.render = async (\n    input?: I,\n    opts?: PromptGenerateOptions<O, CustomOptions>\n  ): Promise<GenerateOptions<O, CustomOptions>> => {\n    return {\n      ...(await wrapOpts.renderOptionsFn(input, opts)),\n    } as GenerateOptions<O, CustomOptions>;\n  };\n\n  executablePrompt.stream = (\n    input?: I,\n    opts?: PromptGenerateOptions<O, CustomOptions>\n  ): GenerateStreamResponse<z.infer<O>> => {\n    return generateStream(\n      wrapOpts.registry,\n      wrapOpts.renderOptionsFn(input, opts)\n    );\n  };\n\n  executablePrompt.asTool = async (): Promise<ToolAction<I, O>> => {\n    return (await wrapOpts.rendererAction) as unknown as ToolAction<I, O>;\n  };\n  return executablePrompt;\n}\n\nasync function renderSystemPrompt<\n  I extends z.ZodTypeAny = z.ZodTypeAny,\n  O extends z.ZodTypeAny = z.ZodTypeAny,\n  CustomOptions extends z.ZodTypeAny = z.ZodTypeAny,\n>(\n  registry: Registry,\n  session: Session | undefined,\n  input: z.infer<I>,\n  messages: MessageData[],\n  options: PromptConfig<I, O, CustomOptions>,\n  promptCache: PromptCache,\n  renderOptions: PromptGenerateOptions<O, CustomOptions> | undefined\n) {\n  if (typeof options.system === 'function') {\n    messages.push({\n      role: 'system',\n      content: normalizeParts(\n        await options.system(input, {\n          state: session?.state,\n          context: renderOptions?.context || getContext() || {},\n        })\n      ),\n    });\n  } else if (typeof options.system === 'string') {\n    // memoize compiled prompt\n    if (!promptCache.system) {\n      promptCache.system = await registry.dotprompt.compile(options.system);\n    }\n    messages.push({\n      role: 'system',\n      content: await renderDotpromptToParts(\n        registry,\n        promptCache.system,\n        input,\n        session,\n        options,\n        renderOptions\n      ),\n    });\n  } else if (options.system) {\n    messages.push({\n      role: 'system',\n      content: normalizeParts(options.system),\n    });\n  }\n}\n\nasync function renderMessages<\n  I extends z.ZodTypeAny = z.ZodTypeAny,\n  O extends z.ZodTypeAny = z.ZodTypeAny,\n  CustomOptions extends z.ZodTypeAny = z.ZodTypeAny,\n>(\n  registry: Registry,\n  session: Session | undefined,\n  input: z.infer<I>,\n  messages: MessageData[],\n  options: PromptConfig<I, O, CustomOptions>,\n  renderOptions: PromptGenerateOptions<O, CustomOptions>,\n  promptCache: PromptCache\n) {\n  if (options.messages) {\n    if (typeof options.messages === 'function') {\n      messages.push(\n        ...(await options.messages(input, {\n          state: session?.state,\n          context: renderOptions?.context || getContext() || {},\n          history: renderOptions?.messages,\n        }))\n      );\n    } else if (typeof options.messages === 'string') {\n      // memoize compiled prompt\n      if (!promptCache.messages) {\n        promptCache.messages = await registry.dotprompt.compile(\n          options.messages\n        );\n      }\n      const rendered = await promptCache.messages({\n        input,\n        context: {\n          ...(renderOptions?.context || getContext()),\n          state: session?.state,\n        },\n        messages: renderOptions?.messages?.map((m) =>\n          Message.parseData(m)\n        ) as DpMessage[],\n      });\n      messages.push(...(rendered.messages as MessageData[]));\n    } else {\n      messages.push(...options.messages);\n    }\n  } else {\n    if (renderOptions.messages) {\n      messages.push(...renderOptions.messages);\n    }\n  }\n  if (renderOptions?.messages) {\n    // delete messages from opts so that we don't override messages downstream\n    delete renderOptions.messages;\n  }\n}\n\nasync function renderUserPrompt<\n  I extends z.ZodTypeAny = z.ZodTypeAny,\n  O extends z.ZodTypeAny = z.ZodTypeAny,\n  CustomOptions extends z.ZodTypeAny = z.ZodTypeAny,\n>(\n  registry: Registry,\n  session: Session | undefined,\n  input: z.infer<I>,\n  messages: MessageData[],\n  options: PromptConfig<I, O, CustomOptions>,\n  promptCache: PromptCache,\n  renderOptions: PromptGenerateOptions<O, CustomOptions> | undefined\n) {\n  if (typeof options.prompt === 'function') {\n    messages.push({\n      role: 'user',\n      content: normalizeParts(\n        await options.prompt(input, {\n          state: session?.state,\n          context: renderOptions?.context || getContext() || {},\n        })\n      ),\n    });\n  } else if (typeof options.prompt === 'string') {\n    // memoize compiled prompt\n    if (!promptCache.userPrompt) {\n      promptCache.userPrompt = await registry.dotprompt.compile(options.prompt);\n    }\n    messages.push({\n      role: 'user',\n      content: await renderDotpromptToParts(\n        registry,\n        promptCache.userPrompt,\n        input,\n        session,\n        options,\n        renderOptions\n      ),\n    });\n  } else if (options.prompt) {\n    messages.push({\n      role: 'user',\n      content: normalizeParts(options.prompt),\n    });\n  }\n}\n\nfunction modelName(\n  modelArg: ModelArgument<any> | undefined\n): string | undefined {\n  if (modelArg === undefined) {\n    return undefined;\n  }\n  if (typeof modelArg === 'string') {\n    return modelArg;\n  }\n  if ((modelArg as ModelReference<any>).name) {\n    return (modelArg as ModelReference<any>).name;\n  }\n  return (modelArg as ModelAction).__action.name;\n}\n\nfunction normalizeParts(parts: string | Part | Part[]): Part[] {\n  if (Array.isArray(parts)) return parts;\n  if (typeof parts === 'string') {\n    return [\n      {\n        text: parts,\n      },\n    ];\n  }\n  return [parts as Part];\n}\n\nasync function renderDotpromptToParts<\n  I extends z.ZodTypeAny = z.ZodTypeAny,\n  O extends z.ZodTypeAny = z.ZodTypeAny,\n  CustomOptions extends z.ZodTypeAny = z.ZodTypeAny,\n>(\n  registry: Registry,\n  promptFn: PromptFunction,\n  input: any,\n  session: Session | undefined,\n  options: PromptConfig<I, O, CustomOptions>,\n  renderOptions: PromptGenerateOptions<O, CustomOptions> | undefined\n): Promise<Part[]> {\n  const renderred = await promptFn({\n    input,\n    context: {\n      ...(renderOptions?.context || getContext()),\n      state: session?.state,\n    },\n  });\n  if (renderred.messages.length !== 1) {\n    throw new Error('parts tempate must produce only one message');\n  }\n  return renderred.messages[0].content;\n}\n\n/**\n * Checks whether the provided object is an executable prompt.\n */\nexport function isExecutablePrompt(obj: any): obj is ExecutablePrompt {\n  return (\n    !!(obj as ExecutablePrompt)?.render &&\n    !!(obj as ExecutablePrompt)?.asTool &&\n    !!(obj as ExecutablePrompt)?.stream\n  );\n}\n\nexport function loadPromptFolder(\n  registry: Registry,\n  dir = './prompts',\n  ns: string\n): void {\n  const promptsPath = resolve(dir);\n  if (existsSync(promptsPath)) {\n    loadPromptFolderRecursively(registry, dir, ns, '');\n  }\n}\nexport function loadPromptFolderRecursively(\n  registry: Registry,\n  dir: string,\n  ns: string,\n  subDir: string\n): void {\n  const promptsPath = resolve(dir);\n  const dirEnts = readdirSync(join(promptsPath, subDir), {\n    withFileTypes: true,\n  });\n  for (const dirEnt of dirEnts) {\n    const parentPath = join(promptsPath, subDir);\n    const fileName = dirEnt.name;\n    if (dirEnt.isFile() && fileName.endsWith('.prompt')) {\n      if (fileName.startsWith('_')) {\n        const partialName = fileName.substring(1, fileName.length - 7);\n        definePartial(\n          registry,\n          partialName,\n          readFileSync(join(parentPath, fileName), {\n            encoding: 'utf8',\n          })\n        );\n        logger.debug(\n          `Registered Dotprompt partial \"${partialName}\" from \"${join(parentPath, fileName)}\"`\n        );\n      } else {\n        // If this prompt is in a subdirectory, we need to include that\n        // in the namespace to prevent naming conflicts.\n        loadPrompt(\n          registry,\n          promptsPath,\n          fileName,\n          subDir ? `${subDir}/` : '',\n          ns\n        );\n      }\n    } else if (dirEnt.isDirectory()) {\n      loadPromptFolderRecursively(registry, dir, ns, join(subDir, fileName));\n    }\n  }\n}\n\nexport function definePartial(\n  registry: Registry,\n  name: string,\n  source: string\n) {\n  registry.dotprompt.definePartial(name, source);\n}\n\nexport function defineHelper(\n  registry: Registry,\n  name: string,\n  fn: Handlebars.HelperDelegate\n) {\n  registry.dotprompt.defineHelper(name, fn);\n}\n\nfunction loadPrompt(\n  registry: Registry,\n  path: string,\n  filename: string,\n  prefix = '',\n  ns = 'dotprompt'\n): void {\n  let name = `${prefix ?? ''}${basename(filename, '.prompt')}`;\n  let variant: string | null = null;\n  if (name.includes('.')) {\n    const parts = name.split('.');\n    name = parts[0];\n    variant = parts[1];\n  }\n  const source = readFileSync(join(path, prefix ?? '', filename), 'utf8');\n  const parsedPrompt = registry.dotprompt.parse(source);\n  definePromptAsync(\n    registry,\n    registryDefinitionKey(name, variant ?? undefined, ns),\n    // We use a lazy promise here because we only want prompt loaded when it's first used.\n    // This is important because otherwise the loading may happen before the user has configured\n    // all the schemas, etc., which will result in dotprompt.renderMetadata errors.\n    lazy(async () => {\n      const promptMetadata =\n        await registry.dotprompt.renderMetadata(parsedPrompt);\n      if (variant) {\n        promptMetadata.variant = variant;\n      }\n\n      // dotprompt can set null description on the schema, which can confuse downstream schema consumers\n      if (promptMetadata.output?.schema?.description === null) {\n        delete promptMetadata.output.schema.description;\n      }\n      if (promptMetadata.input?.schema?.description === null) {\n        delete promptMetadata.input.schema.description;\n      }\n\n      const metadata = {\n        ...promptMetadata.metadata,\n        type: 'prompt',\n        prompt: {\n          ...promptMetadata,\n          template: parsedPrompt.template,\n        },\n      };\n      if (promptMetadata.raw?.['metadata']) {\n        metadata['metadata'] = { ...promptMetadata.raw?.['metadata'] };\n      }\n\n      return {\n        name: registryDefinitionKey(name, variant ?? undefined, ns),\n        model: promptMetadata.model,\n        config: promptMetadata.config,\n        tools: promptMetadata.tools,\n        description: promptMetadata.description,\n        output: {\n          jsonSchema: promptMetadata.output?.schema,\n          format: promptMetadata.output?.format,\n        },\n        input: {\n          jsonSchema: promptMetadata.input?.schema,\n        },\n        metadata,\n        maxTurns: promptMetadata.raw?.['maxTurns'],\n        toolChoice: promptMetadata.raw?.['toolChoice'],\n        returnToolRequests: promptMetadata.raw?.['returnToolRequests'],\n        messages: parsedPrompt.template,\n      };\n    })\n  );\n}\n\nexport async function prompt<\n  I = undefined,\n  O extends z.ZodTypeAny = z.ZodTypeAny,\n  CustomOptions extends z.ZodTypeAny = z.ZodTypeAny,\n>(\n  registry: Registry,\n  name: string,\n  options?: { variant?: string; dir?: string }\n): Promise<ExecutablePrompt<I, O, CustomOptions>> {\n  return await lookupPrompt<I, O, CustomOptions>(\n    registry,\n    name,\n    options?.variant\n  );\n}\n\nfunction registryLookupKey(name: string, variant?: string, ns?: string) {\n  return `/prompt/${registryDefinitionKey(name, variant, ns)}`;\n}\n\nasync function lookupPrompt<\n  I = undefined,\n  O extends z.ZodTypeAny = z.ZodTypeAny,\n  CustomOptions extends z.ZodTypeAny = z.ZodTypeAny,\n>(\n  registry: Registry,\n  name: string,\n  variant?: string\n): Promise<ExecutablePrompt<I, O, CustomOptions>> {\n  const registryPrompt = await registry.lookupAction(\n    registryLookupKey(name, variant)\n  );\n  if (registryPrompt) {\n    return (registryPrompt as PromptAction)\n      .__executablePrompt as never as ExecutablePrompt<I, O, CustomOptions>;\n  }\n  throw new GenkitError({\n    status: 'NOT_FOUND',\n    message: `Prompt ${name + (variant ? ` (variant ${variant})` : '')} not found`,\n  });\n}\n\nfunction registryDefinitionKey(name: string, variant?: string, ns?: string) {\n  // \"ns/prompt.variant\" where ns and variant are optional\n  return `${ns ? `${ns}/` : ''}${name}${variant ? `.${variant}` : 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