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- Use parametersJsonSchema instead of parameters for Gemini tool declarations to support full JSON Schema (anyOf, oneOf, const, etc.) - Keep legacy parameters field for Claude models on Cloud Code Assist, where the API translates parameters into Anthropic's input_schema - Revert claude-opus-4-6-thinking back to claude-opus-4-5-thinking (model doesn't exist on the Antigravity endpoint) fixes #1398
317 lines
11 KiB
TypeScript
317 lines
11 KiB
TypeScript
/**
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* Shared utilities for Google Generative AI and Google Cloud Code Assist providers.
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*/
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import { type Content, FinishReason, FunctionCallingConfigMode, type Part } from "@google/genai";
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import type { Context, ImageContent, Model, StopReason, TextContent, Tool } from "../types.js";
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import { sanitizeSurrogates } from "../utils/sanitize-unicode.js";
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import { transformMessages } from "./transform-messages.js";
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type GoogleApiType = "google-generative-ai" | "google-gemini-cli" | "google-vertex";
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/**
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* Determines whether a streamed Gemini `Part` should be treated as "thinking".
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*
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* Protocol note (Gemini / Vertex AI thought signatures):
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* - `thought: true` is the definitive marker for thinking content (thought summaries).
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* - `thoughtSignature` is an encrypted representation of the model's internal thought process
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* used to preserve reasoning context across multi-turn interactions.
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* - `thoughtSignature` can appear on ANY part type (text, functionCall, etc.) - it does NOT
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* indicate the part itself is thinking content.
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* - For non-functionCall responses, the signature appears on the last part for context replay.
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* - When persisting/replaying model outputs, signature-bearing parts must be preserved as-is;
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* do not merge/move signatures across parts.
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*
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* See: https://ai.google.dev/gemini-api/docs/thought-signatures
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*/
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export function isThinkingPart(part: Pick<Part, "thought" | "thoughtSignature">): boolean {
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return part.thought === true;
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}
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/**
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* Retain thought signatures during streaming.
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*
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* Some backends only send `thoughtSignature` on the first delta for a given part/block; later deltas may omit it.
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* This helper preserves the last non-empty signature for the current block.
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*
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* Note: this does NOT merge or move signatures across distinct response parts. It only prevents
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* a signature from being overwritten with `undefined` within the same streamed block.
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*/
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export function retainThoughtSignature(existing: string | undefined, incoming: string | undefined): string | undefined {
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if (typeof incoming === "string" && incoming.length > 0) return incoming;
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return existing;
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}
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// Thought signatures must be base64 for Google APIs (TYPE_BYTES).
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const base64SignaturePattern = /^[A-Za-z0-9+/]+={0,2}$/;
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function isValidThoughtSignature(signature: string | undefined): boolean {
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if (!signature) return false;
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if (signature.length % 4 !== 0) return false;
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return base64SignaturePattern.test(signature);
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}
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/**
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* Only keep signatures from the same provider/model and with valid base64.
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*/
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function resolveThoughtSignature(isSameProviderAndModel: boolean, signature: string | undefined): string | undefined {
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return isSameProviderAndModel && isValidThoughtSignature(signature) ? signature : undefined;
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}
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/**
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* Models via Google APIs that require explicit tool call IDs in function calls/responses.
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*/
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export function requiresToolCallId(modelId: string): boolean {
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return modelId.startsWith("claude-") || modelId.startsWith("gpt-oss-");
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}
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/**
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* Convert internal messages to Gemini Content[] format.
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*/
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export function convertMessages<T extends GoogleApiType>(model: Model<T>, context: Context): Content[] {
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const contents: Content[] = [];
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const normalizeToolCallId = (id: string): string => {
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if (!requiresToolCallId(model.id)) return id;
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return id.replace(/[^a-zA-Z0-9_-]/g, "_").slice(0, 64);
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};
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const transformedMessages = transformMessages(context.messages, model, normalizeToolCallId);
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for (const msg of transformedMessages) {
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if (msg.role === "user") {
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if (typeof msg.content === "string") {
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contents.push({
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role: "user",
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parts: [{ text: sanitizeSurrogates(msg.content) }],
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});
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} else {
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const parts: Part[] = msg.content.map((item) => {
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if (item.type === "text") {
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return { text: sanitizeSurrogates(item.text) };
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} else {
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return {
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inlineData: {
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mimeType: item.mimeType,
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data: item.data,
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},
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};
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}
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});
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const filteredParts = !model.input.includes("image") ? parts.filter((p) => p.text !== undefined) : parts;
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if (filteredParts.length === 0) continue;
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contents.push({
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role: "user",
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parts: filteredParts,
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});
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}
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} else if (msg.role === "assistant") {
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const parts: Part[] = [];
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// Check if message is from same provider and model - only then keep thinking blocks
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const isSameProviderAndModel = msg.provider === model.provider && msg.model === model.id;
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for (const block of msg.content) {
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if (block.type === "text") {
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// Skip empty text blocks - they can cause issues with some models (e.g. Claude via Antigravity)
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if (!block.text || block.text.trim() === "") continue;
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const thoughtSignature = resolveThoughtSignature(isSameProviderAndModel, block.textSignature);
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parts.push({
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text: sanitizeSurrogates(block.text),
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...(thoughtSignature && { thoughtSignature }),
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});
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} else if (block.type === "thinking") {
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// Skip empty thinking blocks
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if (!block.thinking || block.thinking.trim() === "") continue;
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// Only keep as thinking block if same provider AND same model
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// Otherwise convert to plain text (no tags to avoid model mimicking them)
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if (isSameProviderAndModel) {
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const thoughtSignature = resolveThoughtSignature(isSameProviderAndModel, block.thinkingSignature);
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parts.push({
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thought: true,
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text: sanitizeSurrogates(block.thinking),
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...(thoughtSignature && { thoughtSignature }),
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});
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} else {
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parts.push({
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text: sanitizeSurrogates(block.thinking),
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});
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}
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} else if (block.type === "toolCall") {
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const thoughtSignature = resolveThoughtSignature(isSameProviderAndModel, block.thoughtSignature);
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// Gemini 3 requires thoughtSignature on all function calls when thinking mode is enabled.
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// When replaying history from providers without thought signatures (e.g. Claude via Antigravity),
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// convert unsigned function calls to text to avoid API validation errors.
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// We include a note telling the model this is historical context to prevent mimicry.
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const isGemini3 = model.id.toLowerCase().includes("gemini-3");
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if (isGemini3 && !thoughtSignature) {
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const argsStr = JSON.stringify(block.arguments ?? {}, null, 2);
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parts.push({
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text: `[Historical context: a different model called tool "${block.name}" with arguments: ${argsStr}. Do not mimic this format - use proper function calling.]`,
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});
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} else {
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const part: Part = {
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functionCall: {
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name: block.name,
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args: block.arguments ?? {},
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...(requiresToolCallId(model.id) ? { id: block.id } : {}),
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},
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};
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if (thoughtSignature) {
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part.thoughtSignature = thoughtSignature;
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}
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parts.push(part);
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}
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}
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}
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if (parts.length === 0) continue;
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contents.push({
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role: "model",
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parts,
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});
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} else if (msg.role === "toolResult") {
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// Extract text and image content
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const textContent = msg.content.filter((c): c is TextContent => c.type === "text");
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const textResult = textContent.map((c) => c.text).join("\n");
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const imageContent = model.input.includes("image")
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? msg.content.filter((c): c is ImageContent => c.type === "image")
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: [];
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const hasText = textResult.length > 0;
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const hasImages = imageContent.length > 0;
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// Gemini 3 supports multimodal function responses with images nested inside functionResponse.parts
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// See: https://ai.google.dev/gemini-api/docs/function-calling#multimodal
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// Older models don't support this, so we put images in a separate user message.
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const supportsMultimodalFunctionResponse = model.id.includes("gemini-3");
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// Use "output" key for success, "error" key for errors as per SDK documentation
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const responseValue = hasText ? sanitizeSurrogates(textResult) : hasImages ? "(see attached image)" : "";
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const imageParts: Part[] = imageContent.map((imageBlock) => ({
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inlineData: {
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mimeType: imageBlock.mimeType,
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data: imageBlock.data,
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},
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}));
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const includeId = requiresToolCallId(model.id);
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const functionResponsePart: Part = {
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functionResponse: {
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name: msg.toolName,
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response: msg.isError ? { error: responseValue } : { output: responseValue },
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// Nest images inside functionResponse.parts for Gemini 3
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...(hasImages && supportsMultimodalFunctionResponse && { parts: imageParts }),
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...(includeId ? { id: msg.toolCallId } : {}),
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},
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};
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// Cloud Code Assist API requires all function responses to be in a single user turn.
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// Check if the last content is already a user turn with function responses and merge.
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const lastContent = contents[contents.length - 1];
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if (lastContent?.role === "user" && lastContent.parts?.some((p) => p.functionResponse)) {
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lastContent.parts.push(functionResponsePart);
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} else {
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contents.push({
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role: "user",
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parts: [functionResponsePart],
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});
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}
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// For older models, add images in a separate user message
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if (hasImages && !supportsMultimodalFunctionResponse) {
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contents.push({
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role: "user",
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parts: [{ text: "Tool result image:" }, ...imageParts],
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});
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}
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}
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}
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return contents;
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}
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/**
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* Convert tools to Gemini function declarations format.
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*
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* By default uses `parametersJsonSchema` which supports full JSON Schema (including
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* anyOf, oneOf, const, etc.). Set `useParameters` to true to use the legacy `parameters`
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* field instead (OpenAPI 3.03 Schema). This is needed for Cloud Code Assist with Claude
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* models, where the API translates `parameters` into Anthropic's `input_schema`.
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*/
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export function convertTools(
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tools: Tool[],
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useParameters = false,
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): { functionDeclarations: Record<string, unknown>[] }[] | undefined {
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if (tools.length === 0) return undefined;
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return [
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{
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functionDeclarations: tools.map((tool) => ({
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name: tool.name,
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description: tool.description,
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...(useParameters ? { parameters: tool.parameters } : { parametersJsonSchema: tool.parameters }),
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})),
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},
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];
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}
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/**
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* Map tool choice string to Gemini FunctionCallingConfigMode.
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*/
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export function mapToolChoice(choice: string): FunctionCallingConfigMode {
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switch (choice) {
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case "auto":
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return FunctionCallingConfigMode.AUTO;
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case "none":
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return FunctionCallingConfigMode.NONE;
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case "any":
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return FunctionCallingConfigMode.ANY;
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default:
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return FunctionCallingConfigMode.AUTO;
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}
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}
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/**
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* Map Gemini FinishReason to our StopReason.
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*/
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export function mapStopReason(reason: FinishReason): StopReason {
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switch (reason) {
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case FinishReason.STOP:
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return "stop";
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case FinishReason.MAX_TOKENS:
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return "length";
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case FinishReason.BLOCKLIST:
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case FinishReason.PROHIBITED_CONTENT:
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case FinishReason.SPII:
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case FinishReason.SAFETY:
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case FinishReason.IMAGE_SAFETY:
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case FinishReason.IMAGE_PROHIBITED_CONTENT:
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case FinishReason.IMAGE_RECITATION:
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case FinishReason.IMAGE_OTHER:
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case FinishReason.RECITATION:
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case FinishReason.FINISH_REASON_UNSPECIFIED:
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case FinishReason.OTHER:
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case FinishReason.LANGUAGE:
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case FinishReason.MALFORMED_FUNCTION_CALL:
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case FinishReason.UNEXPECTED_TOOL_CALL:
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case FinishReason.NO_IMAGE:
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return "error";
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default: {
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const _exhaustive: never = reason;
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throw new Error(`Unhandled stop reason: ${_exhaustive}`);
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}
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}
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}
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/**
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* Map string finish reason to our StopReason (for raw API responses).
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*/
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export function mapStopReasonString(reason: string): StopReason {
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switch (reason) {
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case "STOP":
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return "stop";
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case "MAX_TOKENS":
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return "length";
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default:
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return "error";
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}
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}
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