genkitx-azure-openai
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Genkit AI framework plugin for Azure OpenAI APIs.
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{"version":3,"sources":["../src/gpt.ts"],"sourcesContent":["/**\n * Copyright 2026 Xavier Portilla Edo\n * Copyright 2026 Google LLC\n * Copyright 2026 Bloom Inc.\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 { GenerationCommonConfigSchema, Message, z } from \"genkit\";\nimport type {\n GenerateRequest,\n Genkit,\n MessageData,\n Part,\n Role,\n StreamingCallback,\n ToolRequestPart,\n} from \"genkit\";\nimport {\n CandidateData,\n GenerateResponseChunkData,\n modelRef,\n ToolDefinition,\n} from \"genkit/model\";\nimport { AzureOpenAI } from \"openai\";\nimport {\n type ChatCompletion,\n type ChatCompletionChunk,\n type ChatCompletionContentPart,\n type ChatCompletionCreateParamsNonStreaming,\n type ChatCompletionMessageParam,\n type ChatCompletionMessageToolCall,\n type ChatCompletionRole,\n type ChatCompletionTool,\n type CompletionChoice,\n} from \"openai/resources/index\";\n\ntype VisualDetailLevel = \"low\" | \"auto\" | \"high\";\n\nconst MODELS_SUPPORTING_OPENAI_RESPONSE_FORMAT = [\n \"gpt-4\",\n \"gpt-4-32k\",\n \"gpt-4o\",\n \"gpt-4o-mini\",\n \"gpt-o1\",\n \"gpt-o1-mini\",\n \"gpt-o1-preview\",\n \"gpt-3.5-turbo\",\n \"gpt-3.5-turbo-instruct\",\n \"gpt-3.5-turbo-26k\",\n \"gpt-4.5\",\n \"gpt-4.1-mini\",\n \"gpt-4.1-nano\",\n \"gpt-4.1\",\n \"gpt-5\",\n \"gpt-5-mini\",\n \"gpt-5-nano\",\n \"gpt-5-chat\",\n \"gpt-5-codex\",\n \"gpt-5-pro\",\n \"gpt-5.1\",\n \"gpt-5.1-chat\",\n \"gpt-5.1-codex\",\n \"gpt-5.1-codex-mini\",\n \"gpt-5.1-codex-max\",\n \"gpt-5.2\",\n \"gpt-5.2-chat\",\n \"gpt-5.2-codex\",\n \"gpt-oss-120b\",\n \"gpt-oss-20b\",\n \"o3\",\n \"o3-mini\",\n \"o3-pro\",\n \"o4-mini\",\n \"o1\",\n \"o1-mini\",\n \"o1-preview\",\n \"codex-mini\",\n];\n\nexport const OpenAiConfigSchema = GenerationCommonConfigSchema.extend({\n frequencyPenalty: z.number().min(-2).max(2).optional(),\n logitBias: z.record(z.string(), z.number().min(-100).max(100)).optional(),\n logProbs: z.boolean().optional(),\n presencePenalty: z.number().min(-2).max(2).optional(),\n seed: z.number().int().optional(),\n topLogProbs: z.number().int().min(0).max(20).optional(),\n user: z.string().optional(),\n visualDetailLevel: z.enum([\"auto\", \"low\", \"high\"]).optional(),\n});\n\nexport const gpt4o = modelRef({\n name: \"azure-openai/gpt-4o\",\n info: {\n versions: [\"gpt-4o\"],\n label: \"OpenAI - GPT-4o\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt4oMini = modelRef({\n name: \"azure-openai/gpt-4o-mini\",\n info: {\n versions: [\"gpt-4o-mini\"],\n label: \"OpenAI - GPT-4o Mini\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt4 = modelRef({\n name: \"azure-openai/gpt-4\",\n info: {\n versions: [\"gpt-4\", \"gpt-4-32k\"],\n label: \"OpenAI - GPT-4\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt45 = modelRef({\n name: \"azure-openai/gpt-4.5\",\n info: {\n versions: [\"gpt-4.5-preview\"],\n label: \"OpenAI - GPT-4.5\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt5 = modelRef({\n name: \"azure-openai/gpt-5\",\n info: {\n versions: [\"gpt-5\"],\n label: \"OpenAI - GPT-5\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt5Mini = modelRef({\n name: \"azure-openai/gpt-5-mini\",\n info: {\n versions: [\"gpt-5-mini\"],\n label: \"OpenAI - GPT-5 Mini\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt5Nano = modelRef({\n name: \"azure-openai/gpt-5-nano\",\n info: {\n versions: [\"gpt-5-nano\"],\n label: \"OpenAI - GPT-5 Nano\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt5Chat = modelRef({\n name: \"azure-openai/gpt-5-chat\",\n info: {\n versions: [\"gpt-5-chat\"],\n label: \"OpenAI - GPT-5 Chat\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt5Codex = modelRef({\n name: \"azure-openai/gpt-5-codex\",\n info: {\n versions: [\"gpt-5-codex\"],\n label: \"OpenAI - GPT-5 Codex\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt5Pro = modelRef({\n name: \"azure-openai/gpt-5-pro\",\n info: {\n versions: [\"gpt-5-pro\"],\n label: \"OpenAI - GPT-5 Pro\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt51 = modelRef({\n name: \"azure-openai/gpt-5.1\",\n info: {\n versions: [\"gpt-5.1\"],\n label: \"OpenAI - GPT-5.1\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt51Chat = modelRef({\n name: \"azure-openai/gpt-5.1-chat\",\n info: {\n versions: [\"gpt-5.1-chat\"],\n label: \"OpenAI - GPT-5.1 Chat\",\n supports: {\n multiturn: true,\n tools: true,\n media: false,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt51Codex = modelRef({\n name: \"azure-openai/gpt-5.1-codex\",\n info: {\n versions: [\"gpt-5.1-codex\"],\n label: \"OpenAI - GPT-5.1 Codex\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt51CodexMini = modelRef({\n name: \"azure-openai/gpt-5.1-codex-mini\",\n info: {\n versions: [\"gpt-5.1-codex-mini\"],\n label: \"OpenAI - GPT-5.1 Codex Mini\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt51CodexMax = modelRef({\n name: \"azure-openai/gpt-5.1-codex-max\",\n info: {\n versions: [\"gpt-5.1-codex-max\"],\n label: \"OpenAI - GPT-5.1 Codex Max\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt52 = modelRef({\n name: \"azure-openai/gpt-5.2\",\n info: {\n versions: [\"gpt-5.2\"],\n label: \"OpenAI - GPT-5.2\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt52Chat = modelRef({\n name: \"azure-openai/gpt-5.2-chat\",\n info: {\n versions: [\"gpt-5.2-chat\"],\n label: \"OpenAI - GPT-5.2 Chat\",\n supports: {\n multiturn: true,\n tools: true,\n media: false,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt52Codex = modelRef({\n name: \"azure-openai/gpt-5.2-codex\",\n info: {\n versions: [\"gpt-5.2-codex\"],\n label: \"OpenAI - GPT-5.2 Codex\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gptOss120b = modelRef({\n name: \"azure-openai/gpt-oss-120b\",\n info: {\n versions: [\"gpt-oss-120b\"],\n label: \"OpenAI - GPT-OSS 120B\",\n supports: {\n multiturn: true,\n tools: true,\n media: false,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gptOss20b = modelRef({\n name: \"azure-openai/gpt-oss-20b\",\n info: {\n versions: [\"gpt-oss-20b\"],\n label: \"OpenAI - GPT-OSS 20B\",\n supports: {\n multiturn: true,\n tools: true,\n media: false,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt41 = modelRef({\n name: \"azure-openai/gpt-4.1\",\n info: {\n versions: [\"gpt-4.1\"],\n label: \"OpenAI - GPT-4.1\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt41Mini = modelRef({\n name: \"azure-openai/gpt-4.1-mini\",\n info: {\n versions: [\"gpt-4.1-mini\"],\n label: \"OpenAI - GPT-4.1 Mini\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt41Nano = modelRef({\n name: \"azure-openai/gpt-4.1-nano\",\n info: {\n versions: [\"gpt-4.1-nano\"],\n label: \"OpenAI - GPT-4.1 Nano\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\", \"json\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const o1 = modelRef({\n name: \"azure-openai/o1\",\n info: {\n versions: [\"o1\"],\n label: \"OpenAI - o1\",\n supports: {\n multiturn: true,\n tools: false,\n media: true,\n systemRole: true,\n output: [\"text\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const o1Mini = modelRef({\n name: \"azure-openai/o1-mini\",\n info: {\n versions: [\"o1-mini\"],\n label: \"OpenAI - o1 Mini\",\n supports: {\n multiturn: true,\n tools: true,\n media: false,\n systemRole: true,\n output: [\"text\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const o1Preview = modelRef({\n name: \"azure-openai/o1-preview\",\n info: {\n versions: [\"o1-preview\"],\n label: \"OpenAI - o1 Preview\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const o3 = modelRef({\n name: \"azure-openai/o3\",\n info: {\n versions: [\"o3\"],\n label: \"OpenAI - o3\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const o4Mini = modelRef({\n name: \"azure-openai/o4-mini\",\n info: {\n versions: [\"o4-mini\"],\n label: \"OpenAI - o4 Mini\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const o3Mini = modelRef({\n name: \"azure-openai/o3-mini\",\n info: {\n versions: [\"o3-mini\"],\n label: \"OpenAI - o3 Mini\",\n supports: {\n multiturn: true,\n tools: true,\n media: false,\n systemRole: true,\n output: [\"text\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const o3Pro = modelRef({\n name: \"azure-openai/o3-pro\",\n info: {\n versions: [\"o3-pro\"],\n label: \"OpenAI - o3 Pro\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const codexMini = modelRef({\n name: \"azure-openai/codex-mini\",\n info: {\n versions: [\"codex-mini\"],\n label: \"OpenAI - Codex Mini\",\n supports: {\n multiturn: true,\n tools: true,\n media: true,\n systemRole: true,\n output: [\"text\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const gpt35Turbo = modelRef({\n name: \"azure-openai/gpt-3.5-turbo\",\n info: {\n versions: [\"gpt-3.5-turbo\", \"gpt-35-turbo-instruct\", \"gpt-35-turbo-16k\"],\n label: \"OpenAI - GPT-3.5 Turbo\",\n supports: {\n multiturn: true,\n tools: true,\n media: false,\n systemRole: true,\n output: [\"json\", \"text\"],\n },\n },\n configSchema: OpenAiConfigSchema,\n});\n\nexport const SUPPORTED_GPT_MODELS = {\n \"o1-mini\": o1Mini,\n \"o1-preview\": o1Preview,\n o1: o1,\n o3: o3,\n \"o3-mini\": o3Mini,\n \"o3-pro\": o3Pro,\n \"o4-mini\": o4Mini,\n \"codex-mini\": codexMini,\n \"gpt-4.1\": gpt41,\n \"gpt-4.1-mini\": gpt41Mini,\n \"gpt-4.1-nano\": gpt41Nano,\n \"gpt-4\": gpt4,\n \"gpt-4o\": gpt4o,\n \"gpt-4o-mini\": gpt4oMini,\n \"gpt-4.5\": gpt45,\n \"gpt-5\": gpt5,\n \"gpt-5-mini\": gpt5Mini,\n \"gpt-5-nano\": gpt5Nano,\n \"gpt-5-chat\": gpt5Chat,\n \"gpt-5-codex\": gpt5Codex,\n \"gpt-5-pro\": gpt5Pro,\n \"gpt-5.1\": gpt51,\n \"gpt-5.1-chat\": gpt51Chat,\n \"gpt-5.1-codex\": gpt51Codex,\n \"gpt-5.1-codex-mini\": gpt51CodexMini,\n \"gpt-5.1-codex-max\": gpt51CodexMax,\n \"gpt-5.2\": gpt52,\n \"gpt-5.2-chat\": gpt52Chat,\n \"gpt-5.2-codex\": gpt52Codex,\n \"gpt-oss-120b\": gptOss120b,\n \"gpt-oss-20b\": gptOss20b,\n \"gpt-3.5-turbo\": gpt35Turbo,\n};\n\nfunction toOpenAIRole(role: Role): ChatCompletionRole {\n switch (role) {\n case \"user\":\n return \"user\";\n case \"model\":\n return \"assistant\";\n case \"system\":\n return \"system\";\n case \"tool\":\n return \"tool\";\n default:\n throw new Error(`role ${role} doesn't map to an OpenAI role.`);\n }\n}\n\nfunction toOpenAiTool(tool: ToolDefinition): ChatCompletionTool {\n let parameters;\n if (tool.inputSchema !== null) {\n if (typeof tool.inputSchema === \"string\") {\n try {\n parameters = JSON.parse(tool.inputSchema);\n } catch (error) {\n const errorMessage =\n error instanceof Error ? error.message : \"Unknown parsing error\";\n throw new Error(\n `Invalid JSON schema for function '${tool.name}': ${errorMessage}`,\n );\n }\n } else {\n parameters = tool.inputSchema;\n }\n\n parameters.type = \"object\";\n parameters.properties = {\n ...tool.inputSchema!.properties,\n };\n }\n\n return {\n type: \"function\",\n function: {\n name: tool.name,\n parameters: parameters,\n },\n };\n}\n\nexport function toOpenAiTextAndMedia(\n part: Part,\n visualDetailLevel: VisualDetailLevel,\n): ChatCompletionContentPart {\n if (part.text) {\n return {\n type: \"text\",\n text: part.text,\n };\n } else if (part.media) {\n return {\n type: \"image_url\",\n image_url: {\n url: part.media.url,\n detail: visualDetailLevel,\n },\n };\n }\n throw Error(\n `Unsupported genkit part fields encountered for current message role: ${part}.`,\n );\n}\n\nexport function toOpenAiMessages(\n messages: MessageData[],\n visualDetailLevel: VisualDetailLevel = \"auto\",\n): ChatCompletionMessageParam[] {\n const openAiMsgs: ChatCompletionMessageParam[] = [];\n for (const message of messages) {\n const msg = new Message(message);\n const role = toOpenAIRole(message.role);\n switch (role) {\n case \"user\":\n openAiMsgs.push({\n role: role,\n content: msg.content.map((part) =>\n toOpenAiTextAndMedia(part, visualDetailLevel),\n ),\n });\n break;\n case \"system\":\n openAiMsgs.push({\n role: role,\n content: msg.text,\n });\n break;\n case \"assistant\": {\n const toolCalls: ChatCompletionMessageToolCall[] = msg.content\n .filter((part) => part.toolRequest)\n .map((part) => {\n if (!part.toolRequest) {\n throw Error(\n \"Mapping genkit message to openai tool call content part but message.toolRequest not provided.\",\n );\n }\n return {\n id: part.toolRequest.ref || \"\",\n type: \"function\",\n function: {\n name: part.toolRequest.name,\n arguments: JSON.stringify(part.toolRequest.input),\n },\n };\n });\n if (toolCalls?.length > 0) {\n openAiMsgs.push({\n role: role,\n tool_calls: toolCalls,\n });\n } else {\n openAiMsgs.push({\n role: role,\n content: msg.text,\n });\n }\n break;\n }\n case \"tool\": {\n const toolResponseParts = msg.toolResponseParts();\n toolResponseParts.map((part) => {\n openAiMsgs.push({\n role: role,\n tool_call_id: part.toolResponse.ref || \"\",\n content:\n typeof part.toolResponse.output === \"string\"\n ? part.toolResponse.output\n : JSON.stringify(part.toolResponse.output),\n });\n });\n break;\n }\n default: {\n throw new Error(\"unrecognized role\");\n }\n }\n }\n return openAiMsgs;\n}\n\nconst finishReasonMap: Record<\n // OpenAI Node SDK doesn't support tool_call in the enum, but it is returned from the API\n CompletionChoice[\"finish_reason\"] | \"tool_calls\" | \"function_call\",\n CandidateData[\"finishReason\"]\n> = {\n length: \"length\",\n stop: \"stop\",\n tool_calls: \"stop\",\n content_filter: \"blocked\",\n function_call: \"stop\",\n};\n\nfunction fromOpenAiToolCall(\n toolCall:\n | ChatCompletionMessageToolCall\n | ChatCompletionChunk.Choice.Delta.ToolCall,\n choice: ChatCompletion.Choice | ChatCompletionChunk.Choice,\n) {\n // Check if this is a function tool call (not custom)\n if (\n !(\n \"function\" in toolCall &&\n toolCall.function &&\n typeof toolCall.function === \"object\"\n )\n ) {\n throw Error(\n `Unexpected openAI chunk choice. tool_calls was provided but one or more tool_calls is missing function property.`,\n );\n }\n const f = toolCall.function;\n if (choice.finish_reason === \"tool_calls\") {\n return {\n toolRequest: {\n name: f.name,\n ref: toolCall.id,\n input: f.arguments ? JSON.parse(f.arguments) : f.arguments,\n },\n };\n } else {\n return {\n toolRequest: {\n name: f.name,\n ref: toolCall.id,\n input: \"\",\n },\n };\n }\n}\n\nfunction fromOpenAiChoice(\n choice: ChatCompletion[\"choices\"][0],\n jsonMode = false,\n): CandidateData {\n const toolRequestParts = choice.message.tool_calls?.map(\n (toolCall: ChatCompletionMessageToolCall) =>\n fromOpenAiToolCall(toolCall, choice),\n );\n return {\n index: choice.index,\n finishReason: finishReasonMap[choice.finish_reason] || \"other\",\n message: {\n role: \"model\",\n content: toolRequestParts\n ? // Note: Not sure why I have to cast here exactly.\n // Otherwise it thinks toolRequest must be 'undefined' if provided\n (toolRequestParts as ToolRequestPart[])\n : [\n jsonMode\n ? { data: JSON.parse(choice.message.content!) }\n : { text: choice.message.content! },\n ],\n },\n custom: {},\n };\n}\n\nfunction fromOpenAiChunkChoice(\n choice: ChatCompletionChunk[\"choices\"][0],\n jsonMode = false,\n): CandidateData {\n const toolRequestParts = choice.delta.tool_calls?.map((toolCall) =>\n fromOpenAiToolCall(toolCall as ChatCompletionMessageToolCall, choice),\n );\n return {\n index: choice.index,\n finishReason: choice.finish_reason\n ? finishReasonMap[choice.finish_reason] || \"other\"\n : \"unknown\",\n message: {\n role: \"model\",\n content: toolRequestParts\n ? // Note: Not sure why I have to cast here exactly.\n // Otherwise it thinks toolRequest must be 'undefined' if provided\n (toolRequestParts as ToolRequestPart[])\n : [\n jsonMode\n ? { data: JSON.parse(choice.delta.content!) }\n : { text: choice.delta.content! },\n ],\n },\n custom: {},\n };\n}\n\nexport function toOpenAiRequestBody(\n modelName: string,\n request: GenerateRequest,\n) {\n type JsonValue =\n | string\n | number\n | boolean\n | null\n | JsonValue[]\n | { [key: string]: JsonValue };\n const mapToSnakeCase = <T extends Record<string, JsonValue>>(\n obj: T,\n ): Record<string, JsonValue> => {\n return Object.entries(obj).reduce(\n (acc: Record<string, JsonValue>, [key, value]) => {\n const snakeCaseKey = key.replace(\n /[A-Z]/g,\n (letter) => `_${letter.toLowerCase()}`,\n );\n acc[snakeCaseKey] = value;\n return acc;\n },\n {},\n );\n };\n const model =\n SUPPORTED_GPT_MODELS[modelName as keyof typeof SUPPORTED_GPT_MODELS];\n if (!model) throw new Error(`Unsupported model: ${modelName}`);\n const openAiMessages = toOpenAiMessages(\n request.messages,\n request.config?.visualDetailLevel,\n );\n const mappedModelName = request.config?.version || modelName;\n const body = {\n messages: openAiMessages,\n tools: request.tools?.map(toOpenAiTool),\n model: mappedModelName,\n max_tokens: request.config?.maxOutputTokens,\n temperature: request.config?.temperature,\n top_p: request.config?.topP,\n n: request.candidates,\n stop: request.config?.stopSequences,\n ...mapToSnakeCase(request.config?.custom || {}),\n } as ChatCompletionCreateParamsNonStreaming;\n\n const response_format = request.output?.format;\n if (\n response_format &&\n MODELS_SUPPORTING_OPENAI_RESPONSE_FORMAT.includes(mappedModelName)\n ) {\n if (\n response_format === \"json\" &&\n model.info?.supports?.output?.includes(\"json\")\n ) {\n body.response_format = {\n type: \"json_object\",\n };\n } else if (\n response_format === \"text\" &&\n model.info?.supports?.output?.includes(\"text\")\n ) {\n body.response_format = {\n type: \"text\",\n };\n } else {\n throw new Error(\n `${response_format} format is not supported for GPT models currently`,\n );\n }\n }\n for (const key in body) {\n const typedKey = key as keyof typeof body;\n if (\n !body[typedKey] ||\n (Array.isArray(body[typedKey]) &&\n !(body[typedKey] as Array<unknown>).length)\n )\n delete body[typedKey];\n }\n return body;\n}\n\n/**\n *\n */\nexport function gptModel(ai: Genkit, name: string, client: AzureOpenAI) {\n const modelId = `azure-openai/${name}`;\n const model = SUPPORTED_GPT_MODELS[name as keyof typeof 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