co-mono/packages/ai/src/stream.ts
Markus Ylisiurunen d690310587
Fix Gemini 3 Flash Preview thinking levels (#212)
* use the correct Gemini 3 Flash Preview thinking levels

* fix a build error

* add changelog entry

* regenerate models

* make less assumptions about future models
2025-12-18 13:03:28 +01:00

268 lines
7.6 KiB
TypeScript

import { ThinkingLevel } from "@google/genai";
import { type AnthropicOptions, streamAnthropic } from "./providers/anthropic.js";
import { type GoogleOptions, streamGoogle } from "./providers/google.js";
import { type OpenAICompletionsOptions, streamOpenAICompletions } from "./providers/openai-completions.js";
import { type OpenAIResponsesOptions, streamOpenAIResponses } from "./providers/openai-responses.js";
import type {
Api,
AssistantMessage,
AssistantMessageEventStream,
Context,
KnownProvider,
Model,
OptionsForApi,
ReasoningEffort,
SimpleStreamOptions,
} from "./types.js";
const apiKeys: Map<string, string> = new Map();
export function setApiKey(provider: KnownProvider, key: string): void;
export function setApiKey(provider: string, key: string): void;
export function setApiKey(provider: any, key: string): void {
apiKeys.set(provider, key);
}
export function getApiKey(provider: KnownProvider): string | undefined;
export function getApiKey(provider: string): string | undefined;
export function getApiKey(provider: any): string | undefined {
// Check explicit keys first
const key = apiKeys.get(provider);
if (key) return key;
// Fall back to environment variables
if (provider === "github-copilot") {
return process.env.COPILOT_GITHUB_TOKEN || process.env.GH_TOKEN || process.env.GITHUB_TOKEN;
}
const envMap: Record<string, string> = {
openai: "OPENAI_API_KEY",
anthropic: "ANTHROPIC_API_KEY",
google: "GEMINI_API_KEY",
groq: "GROQ_API_KEY",
cerebras: "CEREBRAS_API_KEY",
xai: "XAI_API_KEY",
openrouter: "OPENROUTER_API_KEY",
zai: "ZAI_API_KEY",
mistral: "MISTRAL_API_KEY",
};
const envVar = envMap[provider];
return envVar ? process.env[envVar] : undefined;
}
export function stream<TApi extends Api>(
model: Model<TApi>,
context: Context,
options?: OptionsForApi<TApi>,
): AssistantMessageEventStream {
const apiKey = options?.apiKey || getApiKey(model.provider);
if (!apiKey) {
throw new Error(`No API key for provider: ${model.provider}`);
}
const providerOptions = { ...options, apiKey };
const api: Api = model.api;
switch (api) {
case "anthropic-messages":
return streamAnthropic(model as Model<"anthropic-messages">, context, providerOptions);
case "openai-completions":
return streamOpenAICompletions(model as Model<"openai-completions">, context, providerOptions as any);
case "openai-responses":
return streamOpenAIResponses(model as Model<"openai-responses">, context, providerOptions as any);
case "google-generative-ai":
return streamGoogle(model as Model<"google-generative-ai">, context, providerOptions);
default: {
// This should never be reached if all Api cases are handled
const _exhaustive: never = api;
throw new Error(`Unhandled API: ${_exhaustive}`);
}
}
}
export async function complete<TApi extends Api>(
model: Model<TApi>,
context: Context,
options?: OptionsForApi<TApi>,
): Promise<AssistantMessage> {
const s = stream(model, context, options);
return s.result();
}
export function streamSimple<TApi extends Api>(
model: Model<TApi>,
context: Context,
options?: SimpleStreamOptions,
): AssistantMessageEventStream {
const apiKey = options?.apiKey || getApiKey(model.provider);
if (!apiKey) {
throw new Error(`No API key for provider: ${model.provider}`);
}
const providerOptions = mapOptionsForApi(model, options, apiKey);
return stream(model, context, providerOptions);
}
export async function completeSimple<TApi extends Api>(
model: Model<TApi>,
context: Context,
options?: SimpleStreamOptions,
): Promise<AssistantMessage> {
const s = streamSimple(model, context, options);
return s.result();
}
function mapOptionsForApi<TApi extends Api>(
model: Model<TApi>,
options?: SimpleStreamOptions,
apiKey?: string,
): OptionsForApi<TApi> {
const base = {
temperature: options?.temperature,
maxTokens: options?.maxTokens || Math.min(model.maxTokens, 32000),
signal: options?.signal,
apiKey: apiKey || options?.apiKey,
};
// Helper to clamp xhigh to high for providers that don't support it
const clampReasoning = (effort: ReasoningEffort | undefined) => (effort === "xhigh" ? "high" : effort);
switch (model.api) {
case "anthropic-messages": {
// Explicitly disable thinking when reasoning is not specified
if (!options?.reasoning) {
return { ...base, thinkingEnabled: false } satisfies AnthropicOptions;
}
const anthropicBudgets = {
minimal: 1024,
low: 2048,
medium: 8192,
high: 16384,
};
return {
...base,
thinkingEnabled: true,
thinkingBudgetTokens: anthropicBudgets[clampReasoning(options.reasoning)!],
} satisfies AnthropicOptions;
}
case "openai-completions":
return {
...base,
reasoningEffort: options?.reasoning,
} satisfies OpenAICompletionsOptions;
case "openai-responses":
return {
...base,
reasoningEffort: options?.reasoning,
} satisfies OpenAIResponsesOptions;
case "google-generative-ai": {
// Explicitly disable thinking when reasoning is not specified
// This is needed because Gemini has "dynamic thinking" enabled by default
if (!options?.reasoning) {
return { ...base, thinking: { enabled: false } } satisfies GoogleOptions;
}
const googleModel = model as Model<"google-generative-ai">;
const effort = clampReasoning(options.reasoning)!;
// Gemini 3 models use thinkingLevel exclusively instead of thinkingBudget.
// https://ai.google.dev/gemini-api/docs/thinking#set-budget
if (isGemini3ProModel(googleModel) || isGemini3FlashModel(googleModel)) {
return {
...base,
thinking: {
enabled: true,
level: getGemini3ThinkingLevel(effort, googleModel),
},
} satisfies GoogleOptions;
}
return {
...base,
thinking: {
enabled: true,
budgetTokens: getGoogleBudget(googleModel, effort),
},
} satisfies GoogleOptions;
}
default: {
// Exhaustiveness check
const _exhaustive: never = model.api;
throw new Error(`Unhandled API in mapOptionsForApi: ${_exhaustive}`);
}
}
}
type ClampedReasoningEffort = Exclude<ReasoningEffort, "xhigh">;
function isGemini3ProModel(model: Model<"google-generative-ai">): boolean {
// Covers gemini-3-pro, gemini-3-pro-preview, and possible other prefixed ids in the future
return model.id.includes("3-pro");
}
function isGemini3FlashModel(model: Model<"google-generative-ai">): boolean {
// Covers gemini-3-flash, gemini-3-flash-preview, and possible other prefixed ids in the future
return model.id.includes("3-flash");
}
function getGemini3ThinkingLevel(effort: ClampedReasoningEffort, model: Model<"google-generative-ai">): ThinkingLevel {
if (isGemini3ProModel(model)) {
// Gemini 3 Pro only supports LOW/HIGH (for now)
switch (effort) {
case "minimal":
case "low":
return ThinkingLevel.LOW;
case "medium":
case "high":
return ThinkingLevel.HIGH;
}
}
// Gemini 3 Flash supports all four levels
switch (effort) {
case "minimal":
return ThinkingLevel.MINIMAL;
case "low":
return ThinkingLevel.LOW;
case "medium":
return ThinkingLevel.MEDIUM;
case "high":
return ThinkingLevel.HIGH;
}
}
function getGoogleBudget(model: Model<"google-generative-ai">, effort: ClampedReasoningEffort): number {
// See https://ai.google.dev/gemini-api/docs/thinking#set-budget
if (model.id.includes("2.5-pro")) {
const budgets: Record<ClampedReasoningEffort, number> = {
minimal: 128,
low: 2048,
medium: 8192,
high: 32768,
};
return budgets[effort];
}
if (model.id.includes("2.5-flash")) {
// Covers 2.5-flash-lite as well
const budgets: Record<ClampedReasoningEffort, number> = {
minimal: 128,
low: 2048,
medium: 8192,
high: 24576,
};
return budgets[effort];
}
// Unknown model - use dynamic
return -1;
}