Files
OmniRoute/open-sse/services/thinkingBudget.ts

294 lines
8.6 KiB
TypeScript

/**
* Thinking Budget Control — Phase 2
*
* Provides proxy-level control over AI thinking/reasoning budgets.
* Modes: auto, passthrough, custom, adaptive
*/
// Thinking budget modes
export const ThinkingMode = {
AUTO: "auto", // Let provider decide (remove client's budget)
PASSTHROUGH: "passthrough", // No changes (current behavior)
CUSTOM: "custom", // Set fixed budget
ADAPTIVE: "adaptive", // Scale based on request complexity
};
import { capThinkingBudget, getDefaultThinkingBudget } from "@/shared/constants/modelSpecs";
// Effort → budget token mapping
export const EFFORT_BUDGETS = {
none: 0,
low: 1024,
medium: 10240,
high: 131072, // Handled globally by capThinkingBudget later
max: 131072, // T11: Claude "max" / "xhigh" — full budget
xhigh: 131072, // T11: explicit alias used internally
};
// thinkingLevel string → budget token mapping
// Used when clients send string-based thinking levels (e.g., VS Code Copilot)
export const THINKING_LEVEL_MAP = {
none: 0,
low: 4096,
medium: 8192,
high: 24576,
max: 131072, // T11: max = full Claude budget (sub2api: xhigh)
xhigh: 131072, // T11: explicit xhigh alias
};
// Default config (passthrough = backward compatible)
export const DEFAULT_THINKING_CONFIG = {
mode: ThinkingMode.PASSTHROUGH,
customBudget: 10240,
effortLevel: "medium",
};
// In-memory config (loaded from DB on startup, or default)
let _config = { ...DEFAULT_THINKING_CONFIG };
/**
* Set the thinking budget config (called from settings API or startup)
*/
export function setThinkingBudgetConfig(config) {
_config = { ...DEFAULT_THINKING_CONFIG, ...config };
}
/**
* Get current thinking budget config
*/
export function getThinkingBudgetConfig() {
return { ..._config };
}
/**
* Normalize thinkingLevel string fields into numeric budget.
* Handles: body.thinkingLevel, body.thinking_level,
* and Gemini's generationConfig.thinkingConfig.thinkingLevel
*
* @param {object} body - Request body
* @returns {object} Body with string thinkingLevel converted to numeric budget
*/
export function normalizeThinkingLevel(body) {
if (!body || typeof body !== "object") return body;
const result = { ...body };
// Handle top-level thinkingLevel or thinking_level string fields
const levelStr = result.thinkingLevel || result.thinking_level;
if (typeof levelStr === "string" && THINKING_LEVEL_MAP[levelStr.toLowerCase()] !== undefined) {
const rawBudget = THINKING_LEVEL_MAP[levelStr.toLowerCase()];
const budget = capThinkingBudget(result.model || "", rawBudget);
// Convert to Claude thinking format as canonical representation
result.thinking = {
type: budget > 0 ? "enabled" : "disabled",
budget_tokens: budget,
};
delete result.thinkingLevel;
delete result.thinking_level;
}
// Handle Gemini's generationConfig.thinkingConfig.thinkingLevel
const geminiLevel =
result.generationConfig?.thinkingConfig?.thinkingLevel ||
result.generationConfig?.thinking_config?.thinkingLevel;
if (
typeof geminiLevel === "string" &&
THINKING_LEVEL_MAP[geminiLevel.toLowerCase()] !== undefined
) {
const rawBudget = THINKING_LEVEL_MAP[geminiLevel.toLowerCase()];
const budget = capThinkingBudget(result.model || "", rawBudget);
result.generationConfig = {
...result.generationConfig,
thinkingConfig: { ...result.generationConfig.thinkingConfig, thinkingBudget: budget },
};
// Clean up string variants
if (result.generationConfig.thinkingConfig) {
delete result.generationConfig.thinkingConfig.thinkingLevel;
}
if (result.generationConfig.thinking_config) {
delete result.generationConfig.thinking_config;
}
}
return result;
}
/**
* Ensure models with -thinking suffix have thinking config injected.
* Prevents 400 errors from Claude API when thinking params are missing.
*
* @param {object} body - Request body
* @returns {object} Body with thinking config auto-injected if needed
*/
export function ensureThinkingConfig(body) {
if (!body || typeof body !== "object") return body;
const model = body.model || "";
// Only auto-inject for models with -thinking suffix
if (!model.endsWith("-thinking")) return body;
// If thinking config already present, don't override
if (body.thinking) return body;
const result = { ...body };
result.thinking = {
type: "enabled",
budget_tokens: getDefaultThinkingBudget(model) || EFFORT_BUDGETS.medium,
};
return result;
}
/**
* Apply thinking budget control to a request body.
* Called before format-specific translation.
*
* Pipeline: normalizeThinkingLevel → ensureThinkingConfig → mode processing
*
* @param {object} body - Request body (supported formats)
* @param {object} [config] - Override config (defaults to stored config)
* @returns {object} Modified body
*/
export function applyThinkingBudget(body, config = null) {
const cfg = config || _config;
if (!body || typeof body !== "object") return body;
// Pre-processing: convert string thinkingLevel to numeric budget
let processed = normalizeThinkingLevel(body);
// Pre-processing: auto-inject thinking config for -thinking suffix models
processed = ensureThinkingConfig(processed);
switch (cfg.mode) {
case ThinkingMode.AUTO:
return stripThinkingConfig(processed);
case ThinkingMode.PASSTHROUGH:
return processed;
case ThinkingMode.CUSTOM:
return setCustomBudget(processed, cfg.customBudget);
case ThinkingMode.ADAPTIVE:
return applyAdaptiveBudget(processed, cfg);
default:
return processed;
}
}
/**
* AUTO mode: strip all thinking configuration, let provider decide
*/
function stripThinkingConfig(body) {
const result = { ...body };
// Claude format
delete result.thinking;
// OpenAI format
delete result.reasoning_effort;
delete result.reasoning;
// Gemini format
if (result.generationConfig) {
result.generationConfig = { ...result.generationConfig };
delete result.generationConfig.thinking_config;
delete result.generationConfig.thinkingConfig;
}
return result;
}
/**
* CUSTOM mode: set exact budget tokens
*/
function setCustomBudget(body, budget) {
const result = { ...body };
// If body already has thinking config in Claude format, update it
if (result.thinking || hasThinkingCapableModel(result)) {
result.thinking = {
type: budget > 0 ? "enabled" : "disabled",
budget_tokens: budget,
};
}
// OpenAI reasoning_effort mapping (T11: add 'max' tier for full budget)
if (result.reasoning_effort !== undefined || result.reasoning !== undefined) {
if (budget <= 0) {
delete result.reasoning_effort;
delete result.reasoning;
} else if (budget <= 1024) {
result.reasoning_effort = "low";
} else if (budget <= 10240) {
result.reasoning_effort = "medium";
} else if (budget < 131072) {
result.reasoning_effort = "high";
} else {
result.reasoning_effort = "max"; // T11: full budget → "max"
}
}
// Gemini thinking_config
if (result.generationConfig?.thinking_config || result.generationConfig?.thinkingConfig) {
result.generationConfig = {
...result.generationConfig,
thinking_config: { thinking_budget: budget },
};
}
return result;
}
/**
* ADAPTIVE mode: scale budget based on request complexity
*/
function applyAdaptiveBudget(body, cfg) {
const messages = body.messages || body.input || [];
const messageCount = messages.length;
const tools = body.tools || [];
const toolCount = tools.length;
// Get last user message length
let lastMsgLength = 0;
for (let i = messages.length - 1; i >= 0; i--) {
const msg = messages[i];
if (msg.role === "user") {
lastMsgLength =
typeof msg.content === "string"
? msg.content.length
: JSON.stringify(msg.content || "").length;
break;
}
}
// Calculate multiplier
let multiplier = 1.0;
if (messageCount > 10) multiplier += 0.5;
if (toolCount > 3) multiplier += 0.5;
if (lastMsgLength > 2000) multiplier += 0.3;
const baseBudget =
EFFORT_BUDGETS[cfg.effortLevel] ||
getDefaultThinkingBudget(body.model || "") ||
EFFORT_BUDGETS.medium;
const budget = capThinkingBudget(body.model || "", Math.ceil(baseBudget * multiplier));
return setCustomBudget(body, budget);
}
/**
* Check if model name suggests thinking capability
*/
export function hasThinkingCapableModel(body) {
const model = body.model || "";
return (
model.includes("claude") ||
model.includes("o1") ||
model.includes("o3") ||
model.includes("o4") ||
model.includes("gemini") ||
model.endsWith("-thinking") ||
model.includes("thinking")
);
}