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2026-07-13 13:39:12 +08:00

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TypeScript

/**
* Reasoning Replay Cache — In-memory + DB hybrid service.
*
* Captures reasoning_content from thinking-mode model responses (DeepSeek V4,
* Kimi K2, Qwen-Thinking, GLM, etc.) and re-injects it on subsequent turns
* when clients omit it. This prevents the DeepSeek 400 error:
* "The reasoning_content in the thinking mode must be passed back to the API."
*
* Architecture:
* Write: memory + DB in the same process
* Read: memory first → DB fallback → miss
*
* @see Issue #1628
*/
import {
clearAllReasoningCache,
cleanupExpiredReasoning,
deleteReasoningCache,
getReasoningCache,
getReasoningCacheEntries,
getReasoningCacheStats,
setReasoningCache,
} from "../../src/lib/db/reasoningCache.ts";
// ──────────────── Provider/Model Detection ────────────────
const REASONING_REPLAY_PROVIDERS = new Set([
"deepseek",
"opencode-go",
"siliconflow",
"nebius",
"deepinfra",
"sambanova",
"fireworks",
"together",
// Xiaomi MiMo enforces the same "pass back reasoning_content on subsequent
// turns" contract as DeepSeek/Kimi-thinking. Without replay the upstream
// 400s with "Param Incorrect: The reasoning_content in the thinking mode
// must be passed back to the API."
"xiaomi-mimo",
]);
const REASONING_REPLAY_MODEL_PATTERNS = [
/deepseek-r1/i,
/deepseek-reasoner/i,
/deepseek-chat/i,
/deepseek[-/]v4[-.](flash|pro)(-free)?/i,
/zen\/deepseek-v4/i,
/kimi-k2/i,
/qwq/i,
/qwen.*think/i,
/glm.*think/i,
// MiMo (Xiaomi) thinking models — defensive match if a wildcard route
// assigns a non-`xiaomi-mimo` provider ID to a mimo-* model alias.
/^mimo[-.]?v\d/i,
];
const DEEPSEEK_V4_MODEL_PATTERN = /deepseek[-/]v4[-.](flash|pro)/i;
export function isDeepSeekReasoningModel(params: {
provider: string;
model: string;
thinkingEnabled?: boolean;
}): boolean {
if (params.thinkingEnabled !== true) return false;
return DEEPSEEK_V4_MODEL_PATTERN.test(params.model);
}
/**
* Check if a provider/model combination requires reasoning replay.
*/
export function requiresReasoningReplay(params: {
provider: string;
model: string;
thinkingEnabled?: boolean;
supportsReasoning?: boolean;
interleavedField?: string | null;
allowLegacyFallback?: boolean;
}): boolean {
const normalizedProvider = params.provider.trim().toLowerCase();
const normalizedModel = params.model.trim();
const normalizedInterleavedField =
typeof params.interleavedField === "string" ? params.interleavedField.trim().toLowerCase() : "";
// Explicit model signal from models.dev (preferred source of truth).
if (normalizedInterleavedField === "reasoning_content") return true;
if (normalizedInterleavedField === "reasoning_details") return false;
// DeepSeek legacy reasoner family has an inverse contract: do not replay.
if (/deepseek-reasoner/i.test(normalizedModel) || /deepseek-r1/i.test(normalizedModel)) {
return false;
}
// Explicit known contract: DeepSeek V4 thinking with tool calls requires replay.
if (isDeepSeekReasoningModel(params)) return true;
const useLegacyFallback = params.allowLegacyFallback !== false;
if (!useLegacyFallback) return false;
if (REASONING_REPLAY_PROVIDERS.has(normalizedProvider)) return true;
return REASONING_REPLAY_MODEL_PATTERNS.some((p) => p.test(normalizedModel));
}
// ──────────────── In-Memory Cache ────────────────
interface MemoryCacheEntry {
reasoning: string;
provider: string;
model: string;
expiresAt: number;
createdAt: number;
}
type AssistantMessageLike = {
role?: unknown;
tool_calls?: unknown;
reasoning_content?: unknown;
reasoning?: unknown;
};
type AssistantMessageCacheContext = {
requestId?: string;
messageIndex?: number;
};
type ToolCallLike = {
id?: unknown;
};
const memoryCache = new Map<string, MemoryCacheEntry>();
const MAX_MEMORY_ENTRIES = 200;
const MAX_ENTRY_BYTES = 10000;
const TTL_MS = 2 * 60 * 60 * 1000; // 2 hours
// ──────────────── Counters ────────────────
let hits = 0;
let misses = 0;
let replays = 0;
// ──────────────── Core Operations ────────────────
/**
* Evict the oldest entry from the memory cache when full.
*/
function evictOldest(): void {
let oldestKey: string | null = null;
let oldestTime = Infinity;
for (const [key, entry] of memoryCache) {
if (entry.createdAt < oldestTime) {
oldestTime = entry.createdAt;
oldestKey = key;
}
}
if (oldestKey) memoryCache.delete(oldestKey);
}
/**
* Remove expired entries from memory cache.
*/
function purgeExpiredMemory(): void {
const now = Date.now();
for (const [key, entry] of memoryCache) {
if (now >= entry.expiresAt) {
memoryCache.delete(key);
}
}
}
/**
* Cache a reasoning_content string for one tool_call ID.
* Writes to memory and best-effort DB persistence.
*/
export function cacheReasoning(
toolCallId: string,
provider: string,
model: string,
reasoning: string
): void {
cacheReasoningByKey(toolCallId, provider, model, reasoning);
}
export function cacheReasoningByKey(
key: string,
provider: string,
model: string,
reasoning: string
): void {
if (!key || !reasoning) return;
if (reasoning.length > MAX_ENTRY_BYTES) {
reasoning = reasoning.slice(0, MAX_ENTRY_BYTES);
}
const now = Date.now();
// Memory write
if (memoryCache.size >= MAX_MEMORY_ENTRIES) {
evictOldest();
}
memoryCache.set(key, {
reasoning,
provider,
model,
expiresAt: now + TTL_MS,
createdAt: now,
});
try {
setReasoningCache(key, provider, model, reasoning, TTL_MS);
} catch {
// DB persistence failure is non-fatal; memory cache still serves the hot path.
}
}
function buildAssistantMessageCacheKey(requestId: string, messageIndex: number): string {
return `request:${requestId}:message:${messageIndex}`;
}
/**
* Cache reasoning for multiple tool_call IDs (same reasoning content).
*/
export function cacheReasoningBatch(
toolCallIds: string[],
provider: string,
model: string,
reasoning: string
): void {
for (const id of toolCallIds) {
if (id) cacheReasoning(id, provider, model, reasoning);
}
}
/**
* Capture reasoning_content from an assistant message.
* Returns the number of cache keys written.
*/
export function cacheReasoningFromAssistantMessage(
message: AssistantMessageLike | null | undefined,
provider: string,
model: string,
context?: AssistantMessageCacheContext
): number {
if (!message || message.role !== "assistant") {
return 0;
}
const reasoning =
typeof message.reasoning_content === "string" && message.reasoning_content.length > 0
? message.reasoning_content
: typeof message.reasoning === "string" && message.reasoning.length > 0
? message.reasoning
: "";
if (!reasoning) return 0;
const toolCallIds = Array.isArray(message.tool_calls)
? (message.tool_calls as ToolCallLike[])
.map((toolCall) => (typeof toolCall.id === "string" ? toolCall.id : ""))
.filter((id) => id.length > 0)
: [];
if (toolCallIds.length === 0) {
const requestId = context?.requestId?.trim();
const messageIndex = context?.messageIndex;
if (!requestId || typeof messageIndex !== "number" || !Number.isInteger(messageIndex)) {
return 0;
}
cacheReasoningByKey(
buildAssistantMessageCacheKey(requestId, messageIndex),
provider,
model,
reasoning
);
return 1;
}
cacheReasoningBatch(toolCallIds, provider, model, reasoning);
return toolCallIds.length;
}
/**
* Look up cached reasoning_content by tool_call_id.
* Memory first → DB fallback → null (miss).
*/
export function lookupReasoning(toolCallId: string): string | null {
if (!toolCallId) {
misses++;
return null;
}
// 1. Check memory
const mem = memoryCache.get(toolCallId);
if (mem) {
if (Date.now() < mem.expiresAt) {
hits++;
return mem.reasoning;
}
// Expired in memory — remove
memoryCache.delete(toolCallId);
}
// 2. Fallback to DB
let dbResult: { reasoning: string; provider: string; model: string } | null = null;
try {
dbResult = getReasoningCache(toolCallId);
} catch {
// DB lookup failure is non-fatal; treat it as a cache miss.
}
if (dbResult) {
hits++;
let promotedReasoning = dbResult.reasoning;
if (promotedReasoning.length > MAX_ENTRY_BYTES) {
promotedReasoning = promotedReasoning.slice(0, MAX_ENTRY_BYTES);
}
// Promote back to memory for fast subsequent lookups
memoryCache.set(toolCallId, {
reasoning: promotedReasoning,
provider: dbResult.provider,
model: dbResult.model,
expiresAt: Date.now() + TTL_MS,
createdAt: Date.now(),
});
return promotedReasoning;
}
// 3. Miss
misses++;
return null;
}
/**
* Record that a replay was performed (for dashboard metrics).
*/
export function recordReplay(): void {
replays++;
}
// ──────────────── Stats & Dashboard ────────────────
/**
* Get combined stats from memory + DB + counters.
*/
export function getReasoningCacheServiceStats(): {
memoryEntries: number;
dbEntries: number;
totalEntries: number;
totalChars: number;
hits: number;
misses: number;
replays: number;
replayRate: string;
byProvider: Record<string, { entries: number; chars: number }>;
byModel: Record<string, { entries: number; chars: number }>;
oldestEntry: string | null;
newestEntry: string | null;
} {
// Purge expired memory entries before reporting
purgeExpiredMemory();
let dbStats = {
totalEntries: 0,
totalChars: 0,
byProvider: {} as Record<string, { entries: number; chars: number }>,
byModel: {} as Record<string, { entries: number; chars: number }>,
oldestEntry: null as string | null,
newestEntry: null as string | null,
};
try {
dbStats = getReasoningCacheStats();
} catch {
// DB stats are unavailable; return memory counters with empty persisted stats.
}
const totalLookups = hits + misses;
const replayRate = totalLookups > 0 ? ((replays / totalLookups) * 100).toFixed(1) : "0.0";
return {
memoryEntries: memoryCache.size,
dbEntries: dbStats.totalEntries,
totalEntries: dbStats.totalEntries,
totalChars: dbStats.totalChars,
hits,
misses,
replays,
replayRate: `${replayRate}%`,
byProvider: dbStats.byProvider,
byModel: dbStats.byModel,
oldestEntry: dbStats.oldestEntry,
newestEntry: dbStats.newestEntry,
};
}
/**
* Get paginated entries (delegates to DB).
*/
export function getReasoningCacheServiceEntries(
opts: {
limit?: number;
offset?: number;
provider?: string;
model?: string;
} = {}
): unknown[] {
try {
return getReasoningCacheEntries(opts);
} catch {
return [];
}
}
/**
* Clear all reasoning cache entries (memory + DB).
* Returns count of DB entries removed.
*/
export function clearReasoningCacheAll(provider?: string): number {
// Clear memory
if (provider) {
for (const [key, entry] of memoryCache) {
if (entry.provider === provider) memoryCache.delete(key);
}
} else {
memoryCache.clear();
}
// Reset counters
hits = 0;
misses = 0;
replays = 0;
try {
return clearAllReasoningCache(provider);
} catch {
return 0;
}
}
/**
* Delete one reasoning cache entry by tool_call_id from memory + DB.
*/
export function deleteReasoningCacheEntry(toolCallId: string): number {
if (!toolCallId) return 0;
const existedInMemory = memoryCache.delete(toolCallId);
let deletedFromDb = 0;
try {
deletedFromDb = deleteReasoningCache(toolCallId);
} catch {
// Memory delete already happened; DB delete can be retried by a later cleanup.
}
return deletedFromDb + (existedInMemory && deletedFromDb === 0 ? 1 : 0);
}
/**
* Cleanup expired entries from both memory and DB.
* Called periodically (e.g., every 30 min from health-check).
*/
export function cleanupReasoningCache(): number {
purgeExpiredMemory();
try {
return cleanupExpiredReasoning();
} catch {
return 0;
}
}
// ──────────────── Auto-start periodic cleanup ────────────────
//
// server-init.ts was supposed to start the cleanup job, but that module is
// never imported anywhere (it is stranded/dead code). As a result, the
// reasoning_cache SQLite table accumulates expired entries indefinitely.
//
// Fix: start the periodic cleanup directly from this module so it runs
// regardless of how the server boots. On first import we run one
// immediate sweep, then schedule a 30-minute interval.
//
// See: src/lib/jobs/reasoningCacheCleanupJob.ts (the original job module,
// which also remains valid if server-init.ts ever gets wired in).
const DEFAULT_CLEANUP_INTERVAL_MS = 30 * 60 * 1000; // 30 min
function getCleanupIntervalMs(): number {
const raw = process.env.OMNIROUTE_REASONING_CACHE_CLEANUP_INTERVAL_MS;
const parsed = raw ? Number(raw) : Number.NaN;
return Number.isFinite(parsed) && parsed >= 60_000 ? parsed : DEFAULT_CLEANUP_INTERVAL_MS;
}
function startAutoCleanup(): void {
// Run once immediately on boot
try {
const deleted = cleanupReasoningCache();
if (deleted > 0) {
console.log(`[ReasoningCache] boot cleanup removed ${deleted} expired entries`);
}
} catch (error) {
console.error("[ReasoningCache] boot cleanup failed:", error);
}
// Schedule periodic cleanup
const timer = setInterval(() => {
try {
const deleted = cleanupReasoningCache();
if (deleted > 0) {
console.log(`[ReasoningCache] periodic cleanup removed ${deleted} expired entries`);
}
} catch (error) {
console.error("[ReasoningCache] periodic cleanup failed:", error);
}
}, getCleanupIntervalMs());
timer.unref?.();
}
// Start on module load — every consumer of reasoning cache benefits.
startAutoCleanup();