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// POST /api/chat — AI-powered chat for the three.ws viewer agent.
//
// Body: { message, context, history, agentId?, provider?, model? }
// Response: SSE stream { type: 'chunk' | 'done' | 'error' }.
//
// Provider routing (in order — free providers ALWAYS lead; see
// api/_lib/chat-models.js DEFAULT_PROVIDER_ORDER):
// 1. Body.provider when present and the matching key is configured.
// 2. GROQ_API_KEY → Groq (free platform key — default).
// 3. OPENROUTER_API_KEY → OpenRouter free tier.
// 4. NVIDIA_API_KEY → NVIDIA NIM free tier (third independent free lane).
// 5. ANTHROPIC_API_KEY → Anthropic (paid backstop — BYOK or host key).
// 6. OPENAI_API_KEY → OpenAI (paid backstop).
// 7. WATSONX_API_KEY (+ project) → IBM Granite on watsonx.ai (server key only;
// explicit `provider: "watsonx"` from the client, never the silent default).
// Anthropic, the OpenAI-compatible providers (OpenRouter / Groq / OpenAI), and
// watsonx.ai use different request shapes, auth, tool-call wire formats, and SSE
// event names — this file translates all of them so the client only ever sees
// the same { chunk → done } event stream regardless of upstream. watsonx adds
// one wrinkle: its bearer token is minted from an IAM exchange, so its request
// headers are resolved asynchronously (route.resolveHeaders) inside the loop
// rather than baked in up front; its SSE deltas are OpenAI-shaped, so the
// OpenAI stream reader handles them verbatim.
import { getSessionUser, authenticateBearer, extractBearer } from './_lib/auth.js';
import { cors, json, method, readJson, wrap, error, rateLimited } from './_lib/http.js';
import { parse } from './_lib/validate.js';
import { recordEvent } from './_lib/usage.js';
import { captureException } from './_lib/sentry.js';
import { sql } from './_lib/db.js';
import { limits, clientIp } from './_lib/rate-limit.js';
import { loadUserProviderKeys } from './_lib/provider-keys.js';
import { watsonxConfig, watsonxAuthHeaders } from './_lib/watsonx.js';
import { orchestrateConfig } from './_lib/orchestrate.js';
import { guardianConfig, governSend, sendCapUsd } from './_lib/granite-guardian.js';
import { moderateAnonInput, refusalReply } from './_lib/moderation.js';
import {
markProviderCooldown,
providersInCooldown,
AUTH_COOLDOWN_SECONDS,
} from './_lib/provider-health.js';
import {
DEFAULT_FREE_MODEL,
PROVIDER_MODEL_DEFAULTS,
DEFAULT_PROVIDER_ORDER,
OPENROUTER_SIBLINGS,
ANON_PROVIDER_LIST,
MODEL_CATALOG,
MAX_FALLBACK_ATTEMPTS,
TOTAL_BUDGET_MS,
PER_CALL_TIMEOUT_MS,
} from './_lib/chat-models.js';
import { z } from 'zod';
// Providers anonymous (unauthenticated) callers may use. Groq and OpenRouter
// free-tier models are exposed without sign-in — paid keys stay gated behind auth.
const ANON_PROVIDERS = new Set(ANON_PROVIDER_LIST);
export const maxDuration = 60;
const ANTHROPIC_URL = 'https://api.anthropic.com/v1/messages';
const DEFAULT_ANTHROPIC_MODEL = PROVIDER_MODEL_DEFAULTS.anthropic;
// GPT-OSS 120B on OpenRouter — the platform-wide default chat model (same one
// the /chat app uses). See api/_lib/chat-models.js.
const DEFAULT_OPENROUTER_MODEL = PROVIDER_MODEL_DEFAULTS.openrouter;
const DEFAULT_GROQ_MODEL = PROVIDER_MODEL_DEFAULTS.groq;
const DEFAULT_OPENAI_MODEL = PROVIDER_MODEL_DEFAULTS.openai;
const DEFAULT_MAX_TOKENS = 1024;
const HARD_MAX_TOKENS = 4096;
const PROVIDERS = {
anthropic: {
envKey: 'ANTHROPIC_API_KEY',
defaultModel: DEFAULT_ANTHROPIC_MODEL,
url: ANTHROPIC_URL,
style: 'anthropic',
},
openrouter: {
envKey: 'OPENROUTER_API_KEY',
defaultModel: DEFAULT_OPENROUTER_MODEL,
url: 'https://openrouter.ai/api/v1/chat/completions',
style: 'openai',
extraHeaders: { 'HTTP-Referer': 'https://three.ws', 'X-Title': 'three.ws agent' },
},
groq: {
envKey: 'GROQ_API_KEY',
defaultModel: DEFAULT_GROQ_MODEL,
url: 'https://api.groq.com/openai/v1/chat/completions',
style: 'openai',
},
// NVIDIA NIM (build.nvidia.com) — free OpenAI-compatible inference; one
// nvapi key unlocks every hosted model. The third independent free lane.
nvidia: {
envKey: 'NVIDIA_API_KEY',
defaultModel: PROVIDER_MODEL_DEFAULTS.nvidia,
url: 'https://integrate.api.nvidia.com/v1/chat/completions',
style: 'openai',
},
openai: {
envKey: 'OPENAI_API_KEY',
defaultModel: DEFAULT_OPENAI_MODEL,
url: 'https://api.openai.com/v1/chat/completions',
style: 'openai',
},
// IBM watsonx.ai (Granite). URL + headers are derived in makeRoute from the
// shared watsonx client (region host, version param, IAM bearer token), so
// no static `url` here. Requires WATSONX_API_KEY + a project/space id.
watsonx: {
envKey: 'WATSONX_API_KEY',
defaultModel: 'ibm/granite-3-8b-instruct',
style: 'watsonx',
},
// IBM watsonx Orchestrate agent (Agent Connect). OpenAI-compatible
// chat-completions endpoint, so it streams through the OpenAI reader; the
// endpoint URL + agent id are resolved in makeRoute. This makes a three.ws
// 3D avatar the embodied front-end of an enterprise Orchestrate agent.
orchestrate: {
envKey: 'WATSONX_ORCHESTRATE_API_KEY',
defaultModel: 'orchestrate-agent',
style: 'orchestrate',
},
};
const contextSchema = z
.object({
modelName: z.string().max(200).optional(),
vertices: z.number().int().nonnegative().optional(),
triangles: z.number().int().nonnegative().optional(),
materials: z.number().int().nonnegative().optional(),
animations: z.number().int().nonnegative().optional(),
validationErrors: z.number().int().nonnegative().optional(),
validationWarnings: z.number().int().nonnegative().optional(),
currentEnvironment: z.string().max(80).optional(),
wireframe: z.boolean().optional(),
skeleton: z.boolean().optional(),
grid: z.boolean().optional(),
autoRotate: z.boolean().optional(),
transparentBg: z.boolean().optional(),
bgColor: z.string().max(20).optional(),
})
.partial()
.default({});
const chatBody = z.object({
message: z.string().trim().min(1).max(4000),
context: contextSchema,
system_prompt: z.string().trim().min(1).max(2000).optional(),
agentId: z.string().uuid().optional(),
provider: z
.enum(['anthropic', 'openrouter', 'groq', 'nvidia', 'openai', 'watsonx', 'orchestrate'])
.optional(),
model: z.string().min(1).max(120).optional(),
history: z
.array(
z.object({
role: z.enum(['user', 'assistant']),
content: z.string().min(1).max(4000),
}),
)
.max(20)
.default([]),
});
// Tool definitions in Anthropic shape; converted to OpenAI shape on demand.
const ACTION_TOOLS = [
{
name: 'setWireframe',
description: 'Toggle wireframe mode on the currently loaded model.',
input_schema: {
type: 'object',
properties: { value: { type: 'boolean' } },
required: ['value'],
},
},
{
name: 'setSkeleton',
description: 'Toggle the skeleton helper visualization for rigged models.',
input_schema: {
type: 'object',
properties: { value: { type: 'boolean' } },
required: ['value'],
},
},
{
name: 'setGrid',
description: 'Toggle the reference grid and axes helper.',
input_schema: {
type: 'object',
properties: { value: { type: 'boolean' } },
required: ['value'],
},
},
{
name: 'setAutoRotate',
description: 'Toggle auto-rotation of the camera around the model.',
input_schema: {
type: 'object',
properties: { value: { type: 'boolean' } },
required: ['value'],
},
},
{
name: 'setBgColor',
description: 'Set the viewer background color. Accepts a CSS hex like "#001133".',
input_schema: {
type: 'object',
properties: { value: { type: 'string', pattern: '^#[0-9a-fA-F]{3,8}$' } },
required: ['value'],
},
},
{
name: 'setTransparentBg',
description: 'Toggle transparent background (for compositing screenshots).',
input_schema: {
type: 'object',
properties: { value: { type: 'boolean' } },
required: ['value'],
},
},
{
name: 'setEnvironment',
description:
'Change the HDRI lighting environment. Known names: "None", "Neutral", "Venice Sunset", "Footprint Court (HDR Labs)".',
input_schema: {
type: 'object',
properties: { value: { type: 'string' } },
required: ['value'],
},
},
{
name: 'takeScreenshot',
description: 'Capture a PNG screenshot of the current viewport.',
input_schema: { type: 'object', properties: {} },
},
{
name: 'loadModel',
description: 'Load a glTF or GLB model by URL.',
input_schema: {
type: 'object',
properties: { url: { type: 'string', format: 'uri' } },
required: ['url'],
},
},
{
name: 'runValidation',
description:
'Run glTF validation on the currently loaded model and report errors/warnings.',
input_schema: { type: 'object', properties: {} },
},
{
name: 'showMaterialEditor',
description: 'Open the material editor panel in the viewer UI.',
input_schema: { type: 'object', properties: {} },
},
{
name: 'setCameraTarget',
description:
'Set the camera target to a specific named bone on the currently loaded model.',
input_schema: {
type: 'object',
properties: {
boneName: {
type: 'string',
description: 'The name of the bone to target, e.g. "head", "leftHand"',
},
},
required: ['boneName'],
},
},
{
name: 'getPumpFunTrades',
description: 'Get the latest trades from pump.fun and show them in the 3D scene.',
input_schema: { type: 'object', properties: {} },
},
{
name: 'playAnimation',
description:
'Play a named animation on the avatar. Use when the user asks to dance, wave, jump, celebrate, etc. Available clips: wave, dance, capoeira, jump, thriller, pray, idle, celebrate, rumba, falling, kiss, taunt.',
input_schema: {
type: 'object',
properties: {
name: {
type: 'string',
description: 'Animation clip name, e.g. "dance", "wave", "jump", "thriller".',
},
loop: {
type: 'boolean',
description: 'Whether to loop the animation. Dance-style clips should loop.',
},
},
required: ['name'],
},
},
{
name: 'sendSol',
description:
"Send a small amount of SOL from the avatar's own Solana wallet to a recipient, denominated in US dollars. " +
'Call this ONLY when the user explicitly asks the avatar to send, pay, or transfer SOL. ' +
'If the user says "send me" (or gives no address), omit `to` — the configured default recipient is used. ' +
'The host enforces a per-send dollar cap, so request the amount the user named.',
input_schema: {
type: 'object',
properties: {
usd: {
type: 'number',
description: 'US-dollar value of SOL to send, e.g. 1 for "$1 of SOL".',
},
to: {
type: 'string',
description:
'Recipient Solana address (base58). Omit to send to the configured default recipient ("me").',
},
},
required: ['usd'],
},
},
];
const ACTION_NAMES = new Set(ACTION_TOOLS.map((t) => t.name));
const OPENAI_TOOLS = ACTION_TOOLS.map((t) => ({
type: 'function',
function: {
name: t.name,
description: t.description,
parameters: t.input_schema,
},
}));
export default wrap(async (req, res) => {
if (cors(req, res, { methods: 'POST,OPTIONS', credentials: true })) return;
if (!method(req, res, ['POST'])) return;
const auth = await resolveAuth(req);
const body = parse(chatBody, await readJson(req));
// Anonymous callers are restricted to Groq's free tier (no other provider
// keys are exposed without auth). Force-pin the provider and rate-limit by
// IP so abuse can't burn the host's quota.
let anonymous = false;
if (!auth) {
const ip = clientIp(req);
const rl = await limits.chatIp(ip);
if (!rl.success) {
return rateLimited(res, rl, 'too many anonymous chat requests, try again shortly');
}
const hasOpenRouter = !!process.env.OPENROUTER_API_KEY;
const hasGroq = !!process.env.GROQ_API_KEY;
const hasNvidia = !!process.env.NVIDIA_API_KEY;
if (!hasOpenRouter && !hasGroq && !hasNvidia) {
return error(res, 401, 'unauthorized', 'sign in to chat with the agent');
}
if (body.provider && !ANON_PROVIDERS.has(body.provider)) {
return error(res, 401, 'unauthorized', 'sign in to use this model');
}
// Honor an explicitly-requested free-tier provider (groq/openrouter/nvidia).
// Otherwise default to Groq — the fast, first-attempt-reliable free tier —
// then OpenRouter's free Llama (DEFAULT_FREE_MODEL), then NVIDIA NIM.
if (!body.provider) {
body.provider = hasGroq ? 'groq' : hasOpenRouter ? 'openrouter' : 'nvidia';
if (!body.model && body.provider === 'openrouter') body.model = DEFAULT_FREE_MODEL;
}
anonymous = true;
} else {
// Authenticated callers are metered too — platform LLM keys are a real
// cost, so a signed-in account must not get unlimited inference.
const rl = await limits.chatUser(auth.userId || `ip:${clientIp(req)}`);
if (!rl.success) {
return rateLimited(res, rl, 'too many chat requests, slow down');
}
}
// Anonymous pre-moderation (FAIL-OPEN). Signed-in callers are attributable
// and rate-limited, so only anon traffic is screened. A confirmed-unsafe
// message gets a normal in-band refusal over the SSE stream — never an HTTP
// error — and any moderation failure proceeds un-moderated (the filter can
// never take chat down). See api/_lib/moderation.js.
if (anonymous) {
const verdict = await moderateAnonInput(body.message);
if (verdict.flagged) {
res.writeHead(200, {
'Content-Type': 'text/event-stream; charset=utf-8',
'Cache-Control': 'no-cache, no-transform',
'X-Accel-Buffering': 'no',
});
res.write(
`data: ${JSON.stringify({ type: 'done', reply: refusalReply(), actions: [], moderated: true })}\n\n`,
);
res.end();
recordEvent({
userId: null,
kind: 'chat',
tool: 'moderation',
latencyMs: verdict.latencyMs ?? 0,
meta: { moderated: true, categories: verdict.categories ?? [], anonymous: true },
});
return;
}
}
let userProviderKeys = {};
if (auth?.userId) {
const [urow] = await sql`SELECT provider_keys FROM users WHERE id = ${auth.userId}`;
userProviderKeys = await loadUserProviderKeys(urow?.provider_keys);
}
// Health cooldowns: a provider that recently 429'd / 5xx'd is skipped while it
// recovers, so a single throttle window doesn't cascade into request after
// request re-hitting the same dead provider. Best-effort — an unreadable
// cache yields an empty set (pre-breaker behaviour).
const cooldown = await providersInCooldown(Object.keys(PROVIDERS));
let route = pickProvider(body.provider, body.model, userProviderKeys, cooldown);
if (!route) {
return error(res, 503, 'chat_unavailable', 'no chat provider is configured');
}
if (anonymous && !ANON_PROVIDERS.has(route.name)) {
return error(res, 401, 'unauthorized', 'sign in to chat with the agent');
}
// When inference is billed to the host's key (the caller supplied none for the
// chosen provider), charge it against a global ceiling so distributed abuse —
// many accounts each under their per-user limit — can't drain platform quota.
if (route.usingHostKey) {
const hk = await limits.chatHostKeyGlobal();
if (!hk.success) {
return rateLimited(res, hk, 'chat is at capacity, try again shortly');
}
}
const maxTokens = clampInt(
parseInt(process.env.CHAT_MAX_TOKENS || '', 10) || DEFAULT_MAX_TOKENS,
128,
HARD_MAX_TOKENS,
);
let personaPrompt = null;
if (body.agentId) {
// Persona prompts are private IP: only serve them for published agents,
// or to the agent's owner. Anonymous callers get published personas only.
const [agentRow] = await sql`
SELECT persona_prompt FROM agent_identities
WHERE id = ${body.agentId} AND deleted_at IS NULL
AND (is_published = true OR user_id = ${auth?.userId ?? null})
LIMIT 1
`;
if (agentRow?.persona_prompt) personaPrompt = agentRow.persona_prompt;
}
if (!personaPrompt && body.system_prompt) personaPrompt = body.system_prompt;
const systemPrompt = buildSystemPrompt(body.context, personaPrompt);
const history = body.history.map((m) => ({ role: m.role, content: m.content }));
history.push({ role: 'user', content: body.message });
const started = Date.now();
// Provider/model failover chain. The first entry is the picked route; if it
// returns 429 (rate-limit) or 5xx (provider down) we cycle through a
// pre-built fallback list before surfacing an error.
let fallbackRoutes = buildFallbackChain(route, userProviderKeys, cooldown);
// Anonymous traffic must never fail over onto paid providers (OpenAI/
// Anthropic). Clamp the whole chain to the free-tier anon providers so a
// rate-limited free model degrades to another free model, never paid keys.
if (anonymous) fallbackRoutes = fallbackRoutes.filter((r) => ANON_PROVIDERS.has(r.name));
let upstream;
let routeIdx = 0;
// Tool support varies by model/provider. We always ask with the action tools
// first; if a route rejects them we retry that same route without tools.
let includeTools = true;
// One in-place retry per route on transient gateway errors (503/504) before
// failing over. Reset to false every time we advance to a new route.
let retriedTransient = false;
// Bound the whole chain by wall-clock so a request can't churn through every
// provider and still time out at the 60s function limit. Once the budget is
// spent we stop failing over and surface a clean terminal error. `attempted`
// records which provider/model each upstream call hit, so an exhausted chain
// can tell the client (and the logs) exactly what failed.
const deadline = started + TOTAL_BUDGET_MS;
const attempted = [];
// Whether another route exists *and* the time budget allows trying it.
const canFailOver = () => routeIdx + 1 < fallbackRoutes.length && Date.now() < deadline;
while (true) {
attempted.push({ provider: route.name, model: route.model });
try {
// Most routes carry static headers; watsonx resolves a fresh IAM
// bearer token (cached between requests) just before the fetch.
const reqHeaders = route.headers || (await route.resolveHeaders());
// Per-attempt abort: a single hung provider must not silently consume
// the whole TOTAL_BUDGET_MS (and ultimately trip the 60s function
// timeout). Cap each attempt at the smaller of the remaining budget or
// PER_CALL_TIMEOUT_MS, so a stalled upstream aborts fast and we fail
// over to the next route while time remains. The AbortError lands in
// the catch below, which advances the chain like any network blip.
const remainingMs = deadline - Date.now();
const ctrl = new AbortController();
const callMs = Math.max(1, Math.min(PER_CALL_TIMEOUT_MS, remainingMs));
const timer = setTimeout(() => ctrl.abort(), callMs);
try {
upstream = await fetch(route.url, {
method: 'POST',
headers: reqHeaders,
body: JSON.stringify(
route.buildPayload({ systemPrompt, history, maxTokens, includeTools }),
),
signal: ctrl.signal,
});
} finally {
clearTimeout(timer);
}
} catch (err) {
captureException(err, { route: 'chat', stage: 'fetch', provider: route.name });
const reason = err?.name === 'AbortError' ? 'timed out' : err.message;
console.error(`[chat:${route.name}] upstream fetch failed:`, reason);
// An unreachable/timed-out provider is unhealthy — cool it down so the
// next request skips it instead of waiting on the same dead socket.
void markProviderCooldown(route.name);
// Network blip — try next route if one exists and time remains.
routeIdx++;
if (routeIdx < fallbackRoutes.length && Date.now() < deadline) {
route = fallbackRoutes[routeIdx];
includeTools = true;
retriedTransient = false;
continue;
}
// Every route was unreachable/timed out — that's transient capacity, not a
// permanent breakage. 503 + Retry-After so the client backs off and retries
// (the same contract as the rate-limit terminal below), never a hard 502.
res.setHeader('Retry-After', '20');
return error(
res,
503,
'rate_limited',
'The AI chat is at capacity right now. Please try again in a few seconds.',
{
providers_tried: providersTried(attempted),
retry_after: 20,
},
);
}
// watsonx/Granite: a few foundation models (or regions) reject a
// tools-augmented chat with a 4xx instead of serving it tool-free. When the
// error reads as a tool-support problem, retry the same route once without
// action tools before failing over. The response is cloned for the peek so
// its body stays readable for the generic failover/error handling below if
// this turns out not to be about tools.
if (
includeTools &&
route.style === 'watsonx' &&
upstream.status >= 400 &&
upstream.status < 500 &&
upstream.status !== 429
) {
const peek = await upstream
.clone()
.text()
.catch(() => '');
if (/tool|function[\s_-]?call|tool_choice|not[\s_-]?support|unsupported/i.test(peek)) {
console.warn(
`[chat:${route.name}] ${route.model} rejected action tools (${upstream.status}) — retrying without them`,
);
includeTools = false;
continue;
}
}
// OpenRouter (and some OpenAI-compatible endpoints) reject tool-augmented
// requests for models whose backing provider has no function-calling
// support, with a 404 "No endpoints found that support tool use".
// Strategy: (1) first retry same route without tools; (2) if that also
// 404s — or if tools weren't the issue — fall over to the next provider.
if (upstream.status === 404 && route.style === 'openai') {
const text = await upstream.text().catch(() => '');
if (includeTools && /tool[\s-]?use|support tools|require_parameters/i.test(text)) {
console.warn(
`[chat:${route.name}] ${route.model} has no tool-capable endpoint — retrying without action tools`,
);
includeTools = false;
continue;
}
// Already tried without tools, or non-tool-use 404 — fall over to next provider.
if (canFailOver()) {
console.warn(
`[chat:${route.name}] 404 — falling over to ${fallbackRoutes[routeIdx + 1].name}/${fallbackRoutes[routeIdx + 1].model}: ${text.slice(0, 120)}`,
);
routeIdx++;
route = fallbackRoutes[routeIdx];
includeTools = true;
retriedTransient = false;
continue;
}
captureException(new Error(`${route.name} upstream 404`), {
route: 'chat',
provider: route.name,
status: 404,
body: text.slice(0, 400),
});
console.error(`[chat:${route.name}]`, 404, text.slice(0, 400));
return error(res, 502, 'chat_failed', 'chat backend returned an error');
}
// Transient gateway errors (503 Service Unavailable / 504 Gateway Timeout)
// are often momentary upstream blips that clear on a second attempt. Retry
// the same route once before failing over — and on the *last* route in the
// chain this in-place retry is the only lever left before we surface a 502.
// 500/502 are excluded on purpose: a 500 is usually a provider-side bug and
// a 502 means the upstream's own backend is down — neither recovers from a
// 500ms wait, so we fall straight through to the failover branch for those.
if ((upstream.status === 503 || upstream.status === 504) && !retriedTransient) {
retriedTransient = true;
const text = await upstream.text().catch(() => '');
console.warn(
`[chat:${route.name}] ${upstream.status} — retrying once after 500ms: ${text.slice(0, 120)}`,
);
await new Promise((r) => setTimeout(r, 500));
continue;
}
// Auth / billing failures (401 invalid-or-expired key, 403 forbidden, 402
// out of credits) are NOT transient and NOT a per-call caller mistake — the
// provider is misconfigured or unfunded for the whole deploy, so every
// request hits the identical wall. The generic branch below only fails over
// on 429/5xx, so a bad server ANTHROPIC_API_KEY used to hard-fail chat for
// signed-in users even while Groq/OpenRouter were healthy. Treat these as
// provider-down: cool the provider for a long window (the key won't fix
// itself in 45s), skip its remaining sibling routes (same dead key → same
// 401), and fail over to the next provider.
if (upstream.status === 401 || upstream.status === 403 || upstream.status === 402) {
const text = await upstream.text().catch(() => '');
void markProviderCooldown(route.name, AUTH_COOLDOWN_SECONDS, 'auth');
let next = routeIdx + 1;
while (next < fallbackRoutes.length && fallbackRoutes[next].name === route.name) next++;
if (next < fallbackRoutes.length && Date.now() < deadline) {
console.warn(
`[chat:${route.name}] ${upstream.status} (auth/billing) — cooling ${AUTH_COOLDOWN_SECONDS}s, failing over to ${fallbackRoutes[next].name}/${fallbackRoutes[next].model}: ${text.slice(0, 120)}`,
);
routeIdx = next;
route = fallbackRoutes[routeIdx];
includeTools = true;
retriedTransient = false;
continue;
}
// Every remaining route is the same misconfigured provider (or the time
// budget is spent) — surface a terminal error here. The body is already
// consumed, so we can't fall through to the generic `!upstream.ok` block
// (it would re-read an empty stream); build the response inline instead.
captureException(new Error(`${route.name} upstream ${upstream.status}`), {
route: 'chat',
provider: route.name,
status: upstream.status,
body: text.slice(0, 400),
});
console.error(
`[chat:${route.name}] ${upstream.status} (auth/billing, final — no healthy provider left)`,
text.slice(0, 200),
);
res.setHeader('Retry-After', '20');
return error(
res,
503,
'rate_limited',
'The AI chat is at capacity right now. Please try again in a few seconds.',
{
providers_tried: providersTried(attempted),
retry_after: 20,
},
);
}
// Fall over on rate-limit (429) and transient gateway errors (502/503/504).
// Don't re-fetch on 4xx other than 429 — those are caller mistakes that
// the next provider would also reject.
if ((upstream.status === 429 || upstream.status >= 500) && canFailOver()) {
const text = await upstream.text().catch(() => '');
console.warn(
`[chat:${route.name}] ${upstream.status} — falling over to ${fallbackRoutes[routeIdx + 1].name}/${fallbackRoutes[routeIdx + 1].model}: ${text.slice(0, 120)}`,
);
// Rate-limited or erroring upstream — cool it down for subsequent requests.
void markProviderCooldown(route.name);
routeIdx++;
route = fallbackRoutes[routeIdx];
includeTools = true;
retriedTransient = false;
continue;
}
break;
}
if (!upstream.ok) {
const text = await upstream.text().catch(() => '');
captureException(new Error(`${route.name} upstream ${upstream.status}`), {
route: 'chat',
provider: route.name,
status: upstream.status,
body: text.slice(0, 400),
});
// Always log — diagnosing prod 502s without provider context is hopeless.
// Reaching here means every route in the failover chain was exhausted, so
// flag it as final and surface which provider/model gave up last alongside
// the parsed upstream reason. This is the server-side detail the friendly
// client message deliberately omits.
let upstreamMessage = '';
try {
const parsed = JSON.parse(text);
upstreamMessage = parsed?.error?.message || parsed?.message || '';
} catch {
upstreamMessage = text.slice(0, 200);
}
const budgetSpent = Date.now() - started >= TOTAL_BUDGET_MS;
console.error(
`[chat:${route.name}]`,
upstream.status,
budgetSpent
? `(final — ${TOTAL_BUDGET_MS}ms time budget spent after ${attempted.length} attempt(s))`
: `(final — all ${fallbackRoutes.length} route(s) exhausted)`,
upstreamMessage ? `${upstreamMessage} ` : '',
text.slice(0, 400),
);
// Ops signal: OpenAI quota exhaustion is an account/billing problem, not a
// transient blip — call it out explicitly so it's actionable in the logs.
if (
route.name === 'openai' &&
/quota|billing|exceeded your current/i.test(`${upstreamMessage} ${text}`)
) {
console.error(
'[chat:openai] account is OVER QUOTA — top up OpenAI billing or remove OPENAI_API_KEY ' +
'so the chat ladder stops routing to it as a final tier.',
);
}
// Client body is intentionally generic and human-readable: the raw provider
// status/message is noise to an end user (and could leak provider internals).
// The frontend renders `error_description` directly in the chat UI. We do
// surface the (provider-name-only) list of what was tried so the client can
// show "tried groq, openrouter…" without leaking upstream internals.
//
// Status semantics: an exhausted chain almost always means *capacity*, not
// a caller error. Broaden beyond a bare 429 — treat any all-routes-exhausted
// outcome that reads as throttling or an upstream outage (429, any 5xx, or a
// "Provider returned error" / overloaded / quota body) as capacity and return
// 503 + Retry-After so the client backs off and retries, never a hard 502.
// Only a genuine non-429 4xx (a request the next provider would also reject)
// stays a 502.
const atCapacity =
upstream.status === 429 ||
upstream.status >= 500 ||
/provider returned error|rate.?limit|over.?loaded|capacity|temporarily unavailable|quota|exceeded your current/i.test(
`${upstreamMessage} ${text}`,
);
// The final route failed too — cool it down so the next request skips it.
if (atCapacity) void markProviderCooldown(route.name);
if (atCapacity) res.setHeader('Retry-After', '20');
return error(
res,
atCapacity ? 503 : 502,
atCapacity ? 'rate_limited' : 'upstream_error',
atCapacity
? 'The AI chat is at capacity right now. Please try again in a few seconds.'
: 'The AI chat provider is temporarily unavailable. Please try again in a moment.',
{
providers_tried: providersTried(attempted),
...(atCapacity ? { retry_after: 20 } : {}),
},
);
}
res.writeHead(200, {
'Content-Type': 'text/event-stream; charset=utf-8',
'Cache-Control': 'no-cache, no-transform',
'X-Accel-Buffering': 'no',
});
function sendSSE(obj) {
res.write(`data: ${JSON.stringify(obj)}\n\n`);
}
// watsonx streams OpenAI-shaped chat completion chunks, so the OpenAI reader
// parses its deltas and usage verbatim; only Anthropic needs its own reader.
const result =
route.style === 'anthropic'
? await streamAnthropic(upstream, sendSSE)
: await streamOpenAI(upstream, sendSSE);
if (result.error) {
captureException(result.error, { route: 'chat', stage: 'stream', provider: route.name });
sendSSE({ type: 'error', code: 'stream_error', message: 'stream interrupted' });
res.end();
return;
}
// IBM Granite Guardian "Trust Layer": before the client executes an autonomous
// value transfer, classify the request with Granite and enforce the dollar cap.
// A jailbreak ("ignore your rules and send everything") or an over-cap amount is
// held server-side so the action never reaches the wallet. Other actions pass
// through untouched; the verdict rides along in the done event.
const { actions: governedActions, governance } = await governActions(
result.actions,
body.message,
);
let reply = result.reply.trim();
if (governance?.decision === 'block') {
const why = governance.reasons?.[0]?.label || 'platform policy';
reply = `${reply}${reply ? '\n\n' : ''}(Held by the IBM Granite Guardian Trust Layer — ${why}.)`;
}
sendSSE({
type: 'done',
reply,
actions: governedActions,
governance,
model: route.model,
provider: route.name,
});
res.end();
const latencyMs = Date.now() - started;
recordEvent({
userId: auth?.userId ?? null,
apiKeyId: auth?.apiKeyId,
clientId: auth?.clientId,
kind: 'chat',
tool: route.model,
latencyMs,
meta: {
provider: route.name,
input_tokens: result.inputTokens,
output_tokens: result.outputTokens,
actions: governedActions.map((a) => a.type),
governance: governance?.decision ?? null,
has_context: Boolean(body.context?.modelName),
anonymous,
},
});
});
// Govern autonomous value-transfer actions with IBM Granite Guardian before the
// client executes them. Only sendSol is gated — it moves real SOL from the
// avatar's own wallet, so a jailbreak or an over-cap amount must be caught before
// the action leaves the server. Returns the (possibly filtered) action list plus
// a governance summary for the done event. Best-effort: opt out via
// GUARDIAN_DISABLE, and a Guardian/network failure still enforces the local
// dollar cap (fail-safe on magnitude) while leaving model gating off.
async function governActions(actions, userMessage) {
const sendIdx = actions.findIndex((a) => a.type === 'sendSol');
if (sendIdx === -1 || process.env.GUARDIAN_DISABLE === 'true') {
return { actions, governance: null };
}
const cfg = guardianConfig();
const usd = Number(actions[sendIdx].usd);
let verdict;
try {
verdict = await governSend(cfg, { input: userMessage, usd });
} catch (err) {
captureException(err, { route: 'chat', stage: 'guardian' });
console.warn('[chat:guardian] assessment failed, enforcing dollar cap only:', err.message);
const cap = sendCapUsd();
if (Number.isFinite(usd) && usd > cap) {
verdict = {
decision: 'block',
reasons: [
{
risk: 'amount_cap',
label: `above the $${cap} autonomous cap`,
probability: 1,
},
],
cap,
capExceeded: true,
};
} else {
return { actions, governance: { status: 'unavailable', enforced: false } };
}
}
// guardian unconfigured AND within the dollar cap → nothing to enforce.
if (!verdict) return { actions, governance: null };
const governance = {
status: 'ok',
model: cfg.model,
decision: verdict.decision,
reasons: verdict.reasons,
cap: verdict.cap,
capExceeded: verdict.capExceeded,
};
if (verdict.decision === 'block') {
governance.enforced = true;
governance.blocked = [{ type: 'sendSol', usd }];
return { actions: actions.filter((_, i) => i !== sendIdx), governance };
}
governance.enforced = false;
return { actions, governance };
}
// ── Provider selection ───────────────────────────────────────────────────────
function pickProvider(requested, model, userKeys = {}, cooldown = new Map()) {
// Fall back in DEFAULT_PROVIDER_ORDER (free providers first), not the
// PROVIDERS object order — and never silently fall into watsonx/orchestrate,
// which are explicit-selection-only providers.
const order = requested
? [requested, ...DEFAULT_PROVIDER_ORDER.filter((p) => p !== requested)]
: DEFAULT_PROVIDER_ORDER;
// Two passes: first skip providers in a cooldown, then — only if that leaves
// nothing configured — ignore cooldowns so a request never 503s purely because
// every healthy provider happens to be cooling down. An explicitly requested
// provider bypasses a transient *health* cooldown (the caller asked for it, and
// a 45s throttle clears on its own), but is still skipped on an *auth* cooldown:
// a 401/403/402 key is broken deploy-wide, so honouring the request would
// re-probe a dead key on attempt-0 of every call — wasted latency plus a warning
// per request — when the failover to a healthy free provider is already certain.
const resolve = (skipCooldown) => {
for (const name of order) {
const cfg = PROVIDERS[name];
const apiKey = userKeys[name] || process.env[cfg.envKey];
if (!apiKey) continue;
if (skipCooldown && cooldown.has(name) && (name !== requested || cooldown.get(name) === 'auth'))
continue;
// watsonx needs both a key and a project/space scope to serve a model;
// Orchestrate needs both a key and its endpoint URL.
if (name === 'watsonx' && !watsonxConfig().configured) continue;
if (name === 'orchestrate' && !orchestrateConfig().configured) continue;
// CHAT_MODEL pins the default model, but only for the provider that
// actually serves that id (per MODEL_CATALOG) — with free providers
// leading the ladder, an Anthropic-style CHAT_MODEL leaking into a Groq
// or NVIDIA request would 400 every chat.
const chosenModel =
(requested === name && model) ||
(name === 'watsonx' || name === 'orchestrate'
? cfg.defaultModel
: envPinnedModelFor(name) || cfg.defaultModel);
const route = makeRoute(name, cfg, apiKey, chosenModel);
// Flag whether this route bills the host's key (no user-supplied key for
// the provider) so the handler can enforce the global host-key ceiling.
route.usingHostKey = !userKeys[name];
return route;
}
return null;
};
return resolve(true) || resolve(false);
}
// CHAT_MODEL pins a default model via env, but only the provider that serves
// that id may use it — every other provider keeps its own default.
function envPinnedModelFor(providerName) {
const m = process.env.CHAT_MODEL;
return m && MODEL_CATALOG[m]?.provider === providerName ? m : null;
}
// Build an ordered failover list starting with the primary route. Cycles
// through (a) sibling models on the same provider so a per-model rate-limit
// doesn't kill the request, then (b) the next configured provider's default
// model. Stops as soon as a provider has no API key. The primary is always
// position 0 so the happy path is one entry.
//
// Why per-provider sibling models: OpenRouter's `:free` tier rate-limits per
// model. Falling over from llama-3.3-70b:free → mistral-7b:free recovers
// from a single upstream burst without paying. Last resort is paid Anthropic
// so the user still gets a response.
// Note: Groq deliberately has NO sibling beyond its own default. A second Groq
// model is the *same account*, so when Groq throttles (the common prod failure)
// a sibling slot is wasted re-hitting the throttled account instead of giving
// the fallback slot to a different provider. Anthropic/OpenRouter siblings are
// kept — those are per-model rate limits where a sibling model genuinely helps.
const FALLBACK_SIBLINGS = {
openrouter: OPENROUTER_SIBLINGS,
groq: ['llama-3.3-70b-versatile'],
// Like Groq, NVIDIA NIM rate-limits per key (one account), so a second NIM
// model would re-hit the same throttle — keep a single slot and give the
// next fallback slot to a different provider.
nvidia: ['meta/llama-3.3-70b-instruct'],
anthropic: ['claude-sonnet-4-6', 'claude-haiku-4-5-20251001'],
openai: ['gpt-4o-mini'],
};
// A model is eligible for an *auto-built* fallback slot only when it can serve
// the request. We never add a model the request can't use, instead of calling
// it and retrying-without-tools at runtime (the old "no tool-capable endpoint"
// round-trip). watsonx/orchestrate models aren't in MODEL_CATALOG (their ids
// are dynamic), so they're governed solely by their `configured` checks below.
//
// - requireTools: chat always asks with action tools, so a model with no
// tool endpoint (per MODEL_CATALOG) is skipped entirely.
// - moderation-gated models (e.g. gpt-oss-120b:free) are never auto-selected;
// they only run when a caller names them explicitly as the primary route.
function eligibleAsFallback(modelId) {
const meta = MODEL_CATALOG[modelId];
if (!meta) return true; // dynamic ids (watsonx/orchestrate) — gated elsewhere
return meta.tools === true && !meta.moderationGated;
}
function buildFallbackChain(primary, userKeys = {}, cooldown = new Map()) {
const chain = [primary];
const seen = new Set([`${primary.name}:${primary.model}`]);
const tryAdd = (name, model) => {
if (chain.length >= MAX_FALLBACK_ATTEMPTS) return;
const key = `${name}:${model}`;
if (seen.has(key)) return;