chore(vocero): remove the legacy ApiPilot integration (#3)

Vocero now retrieves AquaPortal content through authenticated MCP. This removes the obsolete ApiPilot integration from the API and browser while preserving the separately deployed speech pipeline.

Release notes:

- Removed ApiPilot endpoints, configuration, credential overrides, and HTTP/realtime tool execution.
- Removed browser ApiPilot catalog loading and prompt generation while retaining authenticated MCP discovery.
- Updated regression coverage and operating documentation for the retired routes and settings.

Reviewed-on: AquaPortal/s2s#3
This commit is contained in:
2026-10-08 11:23:41 -04:00
parent 0311d3f1ff
commit dfed03ac7c
39 changed files with 198 additions and 3314 deletions
+1 -2
View File
@@ -2,7 +2,7 @@
from fastapi import APIRouter
from vocero_api.api.routes import apipilot, caller, config, conversations, search, sessions
from vocero_api.api.routes import caller, config, conversations, search, sessions
from vocero_api.models.responses import ReasoningResponse
from vocero_api.realtime.proxy import realtime_proxy
from vocero_api.services.reasoning import reasoning
@@ -10,7 +10,6 @@ from vocero_api.services.reasoning import reasoning
router = APIRouter()
router.include_router(config.router)
router.include_router(conversations.router)
router.include_router(apipilot.router)
router.add_api_route("/api/reasoning", reasoning, methods=["POST"], response_model=ReasoningResponse)
router.add_api_websocket_route("/v1/realtime", realtime_proxy)
router.include_router(caller.router)
@@ -1,151 +0,0 @@
from __future__ import annotations
from fastapi import APIRouter, HTTPException, Request
from fastapi.responses import JSONResponse
from vocero_api.api.responses import validated_json_response
from vocero_api.core import config as settings
from vocero_api.core import logging as app_logging
from vocero_api.models import requests as models_requests
from vocero_api.models.responses import ToolCatalogResponse, ToolExecutionResponse
from vocero_api.providers import apipilot as providers_apipilot
router = APIRouter()
@router.get("/api/apipilot/tools", response_model=ToolCatalogResponse)
async def apipilot_list_tools(
request: Request,
include_unauthorized: bool = True,
refresh: bool = False,
) -> JSONResponse:
"""Public proxy for ApiPilot tool discovery (guide §2.1).
Forwards Authorization / x-demo-session headers from the caller to the
upstream backend verbatim and returns the list of `ToolDefinition` records
exactly as documented:
{ "name": "...", "description": "...", "parameters": {...}, "requires_auth": true/false }
A short in-process TTL cache is applied (default 5 min, configurable via
S2S_APIPILOT_TTL_SEC). The client may force a refresh via `?refresh=true`
(e.g. after a user just logged in and previously saw only requires_auth tools)."""
if settings.S2S_MCP_URL:
raise HTTPException(409, "Las herramientas de AquaPortal usan la sesión de conversación.")
if not settings.S2S_APIPILOT_TOOLS_URL:
return validated_json_response(
model=ToolCatalogResponse,
status_code=501,
content={
"success": False,
"data": None,
"error": {
"code": "APIPILOT_NOT_CONFIGURED",
"message": "ApiPilot no está disponible en este despliegue (S2S_APIPILOT_TOOLS_URL no establecido).",
"status_code": 501,
"raw": None,
},
},
)
auth, demo = providers_apipilot._apipilot_parse_authorization(request)
try:
tools = await providers_apipilot._apipilot_fetch_tools(
auth_header=auth,
demo_session=demo,
include_unauthorized=bool(include_unauthorized),
force_refresh=bool(refresh),
)
except HTTPException as exc:
# Normalize to envelope-style payload so downstream code is uniform.
detail = (
exc.detail
if isinstance(exc.detail, dict)
else {
"code": "APIPILOT_ERROR",
"message": str(exc.detail) if exc.detail else "Error",
"status_code": exc.status_code,
"raw": None,
}
)
return validated_json_response(
model=ToolCatalogResponse,
status_code=exc.status_code,
content={"success": False, "data": None, "error": detail},
)
app_logging.logger.info(
"[APIPILOT] /api/apipilot/tools OK tools=%d include_unauthorized=%s refresh=%s",
len(tools),
bool(include_unauthorized),
bool(refresh),
)
return validated_json_response(
{
"success": True,
"data": {
"count": len(tools),
"include_unauthorized": bool(include_unauthorized),
"tools": tools,
},
"error": None,
},
ToolCatalogResponse,
)
@router.post("/api/apipilot/execute", response_model=ToolExecutionResponse)
async def apipilot_execute(request: Request, body: models_requests.ApipilotExecuteRequest) -> JSONResponse:
"""Public proxy for ApiPilot /execute (guide §2.2).
Accepts `{name, arguments}`, runs the mandatory PRE-CHECK flow (fresh tool
discovery, `requires_auth` gate, strict JSON-Schema argument validation),
forwards the request to the upstream backend, and returns the envelope
`{success, data, error}`.
Show only `error.message` to the end user. `error.code`, `error.status_code`
and `error.raw` are for internal auditing (guide §2.2, recommended UI errors)."""
if settings.S2S_MCP_URL:
raise HTTPException(409, "Las herramientas de AquaPortal usan la sesión de conversación.")
if not settings.S2S_APIPILOT_TOOLS_URL:
return validated_json_response(
model=ToolExecutionResponse,
status_code=501,
content={
"success": False,
"data": None,
"error": {
"code": "APIPILOT_NOT_CONFIGURED",
"message": "ApiPilot no está disponible en este despliegue (S2S_APIPILOT_TOOLS_URL no establecido).",
"status_code": 501,
"raw": None,
},
},
)
auth, demo = providers_apipilot._apipilot_parse_authorization(request)
app_logging.logger.info(
"[APIPILOT-CALL-NAME] USE=API_ENDPOINT_EXECUTE name=%r argsKeys=%s authReceived=%s",
(body.name or ""),
sorted(list((body.arguments or {}).keys())) if isinstance(body.arguments, dict) else [],
("Y" if auth or demo else "none"),
)
envelope = await providers_apipilot._apipilot_execute_tool(
auth_header=auth,
demo_session=demo,
name=body.name,
arguments=body.arguments if isinstance(body.arguments, dict) else {},
)
status_code = 200
if (not envelope.get("success")) and isinstance(envelope.get("error"), dict):
code = envelope["error"].get("status_code")
try:
code_int = int(code)
if 400 <= code_int < 599:
status_code = code_int
except Exception:
pass
app_logging.logger.info(
"[APIPILOT] /api/apipilot/execute name=%s success=%s status=%s",
body.name,
envelope.get("success"),
status_code,
)
return validated_json_response(envelope, ToolExecutionResponse, status_code=status_code)
+3 -10
View File
@@ -21,12 +21,7 @@ async def config(request: Request) -> JSONResponse:
"""Client bootstrap: whether web search is available, whether the deploy runs
behind a load balancer (so the browser uses the /api/session proxy),
and whether the user may instead set a direct
s2s server URL. The LB address itself is intentionally NOT included.
2026-09-24: new top-level `apipilot` flag. When True the deploy exposes the
new `/api/apipilot/tools` and `/api/apipilot/execute` proxy endpoints (see
docs/client/tool-calling.md) that the browser may call directly instead of
hardcoding upstream tool URLs / names."""
s2s server URL. The LB address itself is intentionally NOT included."""
app_logging.logger.debug(
"[INTERNAL] /api/config requested client=%s", request.client.host if request.client else "?"
)
@@ -42,7 +37,6 @@ async def config(request: Request) -> JSONResponse:
"debugPrompt": settings.S2S_DEBUG_PROMPT,
"startSessionMode": settings.S2S_START_SESSION_MODE,
"theme": settings.S2S_THEME,
"apipilot": bool(settings.S2S_APIPILOT_TOOLS_URL),
}
if settings.S2S_MCP_URL:
if settings.S2S_REASONING_TYPE == "PROXY" and (
@@ -50,13 +44,12 @@ async def config(request: Request) -> JSONResponse:
):
raise HTTPException(503, "MCP en modo PROXY requiere la conexión de voz a través de Vocero.")
out["mcp"] = True
out["apipilot"] = False
app_logging.logger.debug(
"[INTERNAL] /api/config returned promptLen=%d reasoning=%s startSessionMode=%s theme=%s apipilot=%s",
"[INTERNAL] /api/config returned promptLen=%d reasoning=%s startSessionMode=%s theme=%s mcp=%s",
len(primary_prompt),
settings.S2S_REASONING_TYPE,
settings.S2S_START_SESSION_MODE or "-",
settings.S2S_THEME or "-",
out["apipilot"],
bool(settings.S2S_MCP_URL),
)
return validated_json_response(out, ConfigResponse)
-44
View File
@@ -137,50 +137,6 @@ OPENAI_BASE_URL = os.environ.get("OPENAI_BASE_URL", "https://api.openai.com/v1")
OPENAI_REASONING_MODEL = os.environ.get("OPENAI_REASONING_MODEL", "gpt-4.1-mini").strip()
OPENAI_ORGANIZATION = os.environ.get("OPENAI_ORGANIZATION", "").strip()
OPENAI_PROJECT = os.environ.get("OPENAI_PROJECT", "").strip()
# ──────────────────────────────────────────────────────────────────────────────
# APIPILOT — Backend AquaPortal dynamic-tool bridge (docs/client/tool-calling.md)
# ──────────────────────────────────────────────────────────────────────────────
# Base URL for ApiPilot dynamic tool discovery and execution. When configured,
# the proxy sends GET <url>/tools with include_unauthorized=true (guide §2.1)
# to discover tools, and POST <url>/execute (§2.2) to invoke one. The trailing
# slash is optional; the proxy normalizes it with rstrip("/") below.
#
# Example: S2S_APIPILOT_TOOLS_URL=https://aquachile.azurianlab.com/api/v1/apipilot
S2S_APIPILOT_TOOLS_URL = os.environ.get("S2S_APIPILOT_TOOLS_URL", "").strip().rstrip("/")
# Explicit execution URL override (guide §2.2). When set, it takes precedence
# over S2S_APIPILOT_TOOLS_URL for POST execution calls. Remove trailing slashes
# and append "/execute" only if the URL does not already end with that suffix.
# Example 1 (base): S2S_APIPILOT_TOOLS_EXECUTE_URL=https://aquachile.azurianlab.com/api/v1/apipilot
# → POST https://aquachile.azurianlab.com/api/v1/apipilot/execute
# Example 2: S2S_APIPILOT_TOOLS_EXECUTE_URL=https://aquachile.azurianlab.com/api/v1/apipilot/tools
# → POST https://aquachile.azurianlab.com/api/v1/apipilot/tools/execute
S2S_APIPILOT_TOOLS_EXECUTE_URL = os.environ.get("S2S_APIPILOT_TOOLS_EXECUTE_URL", "").strip().rstrip("/")
# Optional fixed bearer token, used only when the caller supplies no session
# token (Authorization / x-demo-session). Useful for staging service tokens.
S2S_APIPILOT_SERVICE_TOKEN = os.environ.get("S2S_APIPILOT_SERVICE_TOKEN", "").strip()
# 2026-09-25 SUPER API KEY (TEMPORARY AQUAPORTAL AUTHENTICATION BYPASS).
# When set, send all three header forms for maximum compatibility:
# 1) X-API-Key: <key>
# 2) Authorization: Bearer <key>
# 3) x-demo-session: <key>
# Highest priority; completely disables the unnecessary login_by_phone call.
# Clear the value to restore standard login.
S2S_APIPILOT_API_KEY = os.environ.get("S2S_APIPILOT_API_KEY", "").strip().strip("\"'")
# Tool discovery cache TTL in seconds. The guide recommends a five-minute
# client cache; the server uses the same default: 300 seconds.
try:
_APIPILOT_TTL_RAW = int((os.environ.get("S2S_APIPILOT_TTL_SEC", "") or "300").strip())
except Exception:
_APIPILOT_TTL_RAW = 300
APIPILOT_CACHE_TTL_SEC = max(15, min(3600, _APIPILOT_TTL_RAW))
del _APIPILOT_TTL_RAW
# HTTP timeout for ApiPilot discovery and execution calls, in seconds.
try:
_APIPILOT_TO_RAW = float((os.environ.get("S2S_APIPILOT_TIMEOUT_SEC", "") or "15.0").strip())
except Exception:
_APIPILOT_TO_RAW = 15.0
APIPILOT_HTTP_TIMEOUT = max(1.0, min(120.0, _APIPILOT_TO_RAW))
del _APIPILOT_TO_RAW
# Speech-to-speech load balancer URL. When set, the browser POSTs /api/session
+1 -36
View File
@@ -3,23 +3,8 @@ from __future__ import annotations
from vocero_api.core import config as settings
from vocero_api.core import logging as app_logging
# Resolve the execution URL for the startup banner using the same normalization
# as _apipilot_resolve_execute_url.
def _resolve_exec_url_for_startup_banner() -> str:
base = (settings.S2S_APIPILOT_TOOLS_EXECUTE_URL or settings.S2S_APIPILOT_TOOLS_URL).strip().rstrip("/")
if not base:
return ""
if base.lower().endswith("/execute"):
return base
return f"{base}/execute"
_STARTUP_APIPILOT_EXEC_URL = _resolve_exec_url_for_startup_banner()
del _resolve_exec_url_for_startup_banner
app_logging.logger.info(
"[STARTUP] Other externals — reasoning=%s serper=%s lb=%s s2sProxy=%s s2sDirect=%s userAuth=%s reportsApi=%s injectReports=%s reportsHintMax=%d reportsInjectMode=%s injectToday=%s summaryApi=%s summaryText=%s loginApi=%s injectProfile=%s debugPrompt=%s startSessionMode=%s theme=%s apipilotToolsUrl=%s apipilotExecuteUrlOverride=%s apipilotServiceToken=%s apipilotTtl=%ds apipilotTimeout=%.1fs apipilotReasoningPass2=%s apipilotApiKeyBypass=%s",
"[STARTUP] Other externals — reasoning=%s serper=%s lb=%s s2sProxy=%s s2sDirect=%s userAuth=%s reportsApi=%s injectReports=%s reportsHintMax=%d reportsInjectMode=%s injectToday=%s summaryApi=%s summaryText=%s loginApi=%s injectProfile=%s debugPrompt=%s startSessionMode=%s theme=%s",
settings.S2S_REASONING_TYPE,
bool(settings.SERPER_KEY),
bool(settings.LOAD_BALANCER_URL),
@@ -38,27 +23,7 @@ app_logging.logger.info(
settings.S2S_DEBUG_PROMPT,
settings.S2S_START_SESSION_MODE or "-",
settings.S2S_THEME or "-",
settings.S2S_APIPILOT_TOOLS_URL or "-",
(settings.S2S_APIPILOT_TOOLS_EXECUTE_URL + f"(resolved:{_STARTUP_APIPILOT_EXEC_URL})")
if settings.S2S_APIPILOT_TOOLS_EXECUTE_URL
else "-",
"Y" if bool(settings.S2S_APIPILOT_SERVICE_TOKEN) else "-",
settings.APIPILOT_CACHE_TTL_SEC,
settings.APIPILOT_HTTP_TIMEOUT,
"Y" if (bool(settings.S2S_APIPILOT_TOOLS_URL) or bool(settings.S2S_APIPILOT_TOOLS_EXECUTE_URL)) else "-",
(
"YES head="
+ (
settings.S2S_APIPILOT_API_KEY[:6] + "..."
if len(settings.S2S_APIPILOT_API_KEY) > 6
else settings.S2S_APIPILOT_API_KEY
)
+ " (3 FORMS!)"
)
if settings.S2S_APIPILOT_API_KEY
else "-",
)
del _STARTUP_APIPILOT_EXEC_URL
if settings.S2S_MCP_URL:
app_logging.logger.info(
-7
View File
@@ -29,13 +29,6 @@ class ReasoningRequest(BaseModel):
episode_id: str | None = None
class ApipilotExecuteRequest(BaseModel):
"""Body for the ApiPilot execute proxy endpoint. Mirrors §2.2 request shape."""
name: str
arguments: dict = {}
class QueueEndPayload(BaseModel):
"""A view of a decoded beacon object, preserving the legacy loose value.
-35
View File
@@ -27,7 +27,6 @@ class ConfigResponse(OpenResponse):
debugPrompt: bool
startSessionMode: str
theme: str
apipilot: bool
class SearchResult(OpenResponse):
@@ -62,42 +61,8 @@ class ReportsResponse(OpenResponse):
note: str | None = None
class ToolInvocation(OpenResponse):
name: str
success: bool
result_length: int
class ReasoningResponse(OpenResponse):
answer: str
usage_pass2: Any = None
apipilot_invoked: ToolInvocation | None = None
class ToolDefinition(OpenResponse):
name: str
description: str
parameters: dict[str, Any]
requires_auth: bool
class ToolCatalog(OpenResponse):
count: int
include_unauthorized: bool
tools: list[ToolDefinition]
class ToolCatalogResponse(OpenResponse):
success: bool
data: ToolCatalog | None
error: Any
class ToolExecutionResponse(OpenResponse):
success: bool
# The upstream may omit these fields or return any JSON value for them.
data: Any = None
error: Any = None
class AllocationResponse(OpenResponse):
-597
View File
@@ -1,597 +0,0 @@
from __future__ import annotations
import asyncio
import json
from collections.abc import Callable
from time import monotonic
from typing import Any, cast
import httpx
from fastapi import HTTPException, Request
from vocero_api.core import config as settings
from vocero_api.core import logging as app_logging
# In-process cache and asynchronous lock: one caller refreshes while others
# read the stale entry. `_APIPILOT_CACHE[auth_fingerprint] = (fetched_at_monotonic, tools_list)`.
_APIPILOT_CACHE: dict[str, tuple[float, list[dict]]] = {}
_APIPILOT_CACHE_LOCK = asyncio.Lock()
# Monotonic time helper for duration measurements unaffected by NTP drift.
_monotonic_now: Callable[[], float] = monotonic
def _apipilot_auth_fingerprint(auth_header: str | None, demo_session: str | None) -> str:
"""Return a short string used as cache key scoped to the caller identity.
We don't want to share cached tool-lists across users with different auth
tokens (requires_auth flags can be token-dependent via /tools?include_unauthorized=true
because the back-end may still attach per-role metadata)."""
parts: list[str] = []
if auth_header:
# Don't cache the raw bearer. SHA-256 truncated 12 chars = safe fingerprint.
import hashlib
parts.append("h:" + hashlib.sha256(auth_header.encode("utf-8")).hexdigest()[:12])
if demo_session:
parts.append("d:" + demo_session)
return "|".join(parts) if parts else "anon"
def _apipilot_parse_authorization(request: Request | None) -> tuple[str | None, str | None]:
"""Extract (Authorization header value, x-demo-session header value) from a FastAPI request.
Returns a tuple of two optional strings. Both are forwarded to the upstream
ApiPilot backend verbatim when non-empty (see docs/client/tool-calling.md).
"""
if request is None:
return None, None
auth = None
demo = None
try:
raw_auth = request.headers.get("authorization") or request.headers.get("Authorization")
if isinstance(raw_auth, str) and raw_auth.strip():
auth = raw_auth.strip()
raw_demo = request.headers.get("x-demo-session") or request.headers.get("X-Demo-Session")
if isinstance(raw_demo, str) and raw_demo.strip():
demo = raw_demo.strip()
except Exception:
pass
return auth, demo
def _apipilot_resolve_execute_url() -> str:
"""Resolve the final POST URL for ApiPilot tool execution.
Priority (guide §2.2 and explicit environment override):
1. When S2S_APIPILOT_TOOLS_EXECUTE_URL is set, append "/execute" if needed.
2. Fallback S2S_APIPILOT_TOOLS_URL + "/execute".
If neither URL is configured, the caller (usually _apipilot_execute_tool)
must return an APIPILOT_NOT_CONFIGURED error envelope before calling this.
"""
base = settings.S2S_APIPILOT_TOOLS_EXECUTE_URL or settings.S2S_APIPILOT_TOOLS_URL
base = base.strip().rstrip("/")
if not base:
return ""
if base.lower().endswith("/execute"):
return base
return f"{base}/execute"
def _apipilot_strip_tool_for_llm(tool_def: dict) -> dict:
"""Return a tool definition that is safe for LLM function-calling providers.
Guide §4 forbids passing raw /tools output directly to the model because
requires_auth is outside the function-calling standard and some providers
reject it. Project the native `ToolDefinition` into the OpenAI-compatible
`{type: "function", function: {name, description, parameters}}`.
"""
if not isinstance(tool_def, dict):
return {}
name = tool_def.get("name") if isinstance(tool_def.get("name"), str) else ""
description = tool_def.get("description") if isinstance(tool_def.get("description"), str) else ""
parameters = tool_def.get("parameters")
if not isinstance(parameters, dict):
parameters = {"type": "object", "properties": {}, "required": []}
out: dict = {
"type": "function",
"function": {
"name": name,
"description": description,
"parameters": parameters,
},
}
return out
async def _apipilot_fetch_tools(
*,
auth_header: str | None,
demo_session: str | None,
include_unauthorized: bool = True,
force_refresh: bool = False,
refresh: bool | None = None,
) -> list[dict]:
"""Fetch ApiPilot tool definitions with a short in-process TTL cache.
Implements §2.1 (GET /tools?include_unauthorized=true). The cache key is
scoped by caller auth fingerprint (see `_apipilot_auth_fingerprint`) so
per-token variations in `requires_auth` or list length don't leak between
identities.
Returns a list of tool definitions (parsed JSON, may be empty). Raises
`HTTPException` only when `S2S_APIPILOT_TOOLS_URL` is set but the backend
replied with a non-2xx / non-JSON response. When env is empty → returns
`[]` silently (passthrough).
"""
# 2026-09-25 compatibility alias: WS connect uses `refresh`; when present,
# apply it to force_refresh.
if refresh is not None:
force_refresh = bool(refresh) or bool(force_refresh)
if not settings.S2S_APIPILOT_TOOLS_URL:
return []
import time as _time_mod
# 2026-09-25 fingerprint consistency: determine effective auth/demo values
# first (SUPER API KEY takes precedence), then calculate the cache fingerprint.
# An anonymous fingerprint with APIKEY headers would mismatch the cache and
# demo session, causing Aquachile user_type=null and a 403 response.
if settings.S2S_APIPILOT_API_KEY:
final_auth: str | None = "BYPASS-API-KEY"
_demo_used: str | None = settings.S2S_APIPILOT_API_KEY
_effective_auth_for_fp = f"Bearer {settings.S2S_APIPILOT_API_KEY}"
_effective_demo_for_fp = settings.S2S_APIPILOT_API_KEY
else:
final_auth = auth_header or (
f"Bearer {settings.S2S_APIPILOT_SERVICE_TOKEN}" if settings.S2S_APIPILOT_SERVICE_TOKEN else None
)
_demo_used = demo_session
_effective_auth_for_fp = (
final_auth if isinstance(final_auth, str) and final_auth.strip() else (auth_header or "")
)
_effective_demo_for_fp = _demo_used if isinstance(_demo_used, str) and _demo_used.strip() else ""
fp = _apipilot_auth_fingerprint(_effective_auth_for_fp, _effective_demo_for_fp)
now = _time_mod.monotonic()
cached = _APIPILOT_CACHE.get(fp)
if (not force_refresh) and cached and (now - cached[0]) < settings.APIPILOT_CACHE_TTL_SEC:
app_logging.logger.debug(
"[APIPILOT-DISCOVERY] cache HIT ttl=%.1fs fp=%s tools=%d",
settings.APIPILOT_CACHE_TTL_SEC - (now - cached[0]),
fp,
len(cached[1]),
)
return cached[1]
# Prefer to serve stale (if any) rather than block many callers.
stale_tools = cached[1] if cached else None
async with _APIPILOT_CACHE_LOCK:
# Double-check after acquiring lock (another coroutine may have refreshed).
now2 = _time_mod.monotonic()
recheck = _APIPILOT_CACHE.get(fp)
if (not force_refresh) and recheck and (now2 - recheck[0]) < settings.APIPILOT_CACHE_TTL_SEC:
return recheck[1]
url = f"{settings.S2S_APIPILOT_TOOLS_URL}/tools"
params = {"include_unauthorized": "true" if include_unauthorized else "false"}
headers = {"accept": "application/json"}
# 2026-09-25 SUPER API KEY overrides other authentication and sends all
# three header forms simultaneously for maximum compatibility.
if settings.S2S_APIPILOT_API_KEY:
headers["X-API-Key"] = settings.S2S_APIPILOT_API_KEY
headers["Authorization"] = f"Bearer {settings.S2S_APIPILOT_API_KEY}"
headers["x-demo-session"] = settings.S2S_APIPILOT_API_KEY
else:
if final_auth:
headers["Authorization"] = final_auth
if _demo_used:
headers["x-demo-session"] = _demo_used
app_logging.logger.info(
"[APIPILOT-DISCOVERY] → GET %s?include_unauthorized=%s fp=%s auth=%s demo=%s",
url,
params["include_unauthorized"],
fp,
("APIKEY" if settings.S2S_APIPILOT_API_KEY else ("Y" if final_auth else "-")),
("APIKEY" if settings.S2S_APIPILOT_API_KEY else ("Y" if _demo_used else "-")),
)
try:
async with httpx.AsyncClient(timeout=settings.APIPILOT_HTTP_TIMEOUT, follow_redirects=True) as http:
resp = await http.get(url, params=params, headers=headers)
except Exception as exc:
app_logging.logger.error("[APIPILOT-DISCOVERY] ✗ network error: %s", exc)
if stale_tools is not None:
app_logging.logger.warning(
"[APIPILOT-DISCOVERY] using STALE cached fallback tools=%d", len(stale_tools)
)
return stale_tools
raise HTTPException( # noqa: B904
status_code=502,
detail={
"code": "APIPILOT_NETWORK_ERROR",
"message": f"Error al contactar ApiPilot tools backend: {exc}",
},
)
if resp.status_code >= 300:
app_logging.logger.error(
"[APIPILOT-DISCOVERY] ✗ backend HTTP %s body=%s", resp.status_code, resp.text[:400]
)
if stale_tools is not None:
app_logging.logger.warning(
"[APIPILOT-DISCOVERY] using STALE cached fallback tools=%d", len(stale_tools)
)
return stale_tools
raise HTTPException(
status_code=502,
detail={
"code": "APIPILOT_BAD_UPSTREAM",
"message": f"Backend ApiPilot tools devolvió HTTP {resp.status_code}",
"status_code": resp.status_code,
},
)
try:
payload = resp.json()
except Exception:
app_logging.logger.error("[APIPILOT-DISCOVERY] ✗ non-JSON response: %s", resp.text[:500])
if stale_tools is not None:
return stale_tools
raise HTTPException( # noqa: B904
status_code=502,
detail={"code": "APIPILOT_BAD_JSON", "message": "La respuesta de ApiPilot tools no es JSON válido."},
)
# Backend might return: list OR {"result": [...]} OR {"tools": [...]} OR
# {"data": {"tools": [...]}}. Unwrap generic wrapper-style payloads.
tools: list[dict] = []
if isinstance(payload, list):
tools = [t for t in payload if isinstance(t, dict)]
elif isinstance(payload, dict):
for key in ("tools", "result", "data"):
cand = payload.get(key)
if isinstance(cand, list):
tools = [t for t in cand if isinstance(t, dict)]
break
if isinstance(cand, dict):
sub = cand.get("tools") if isinstance(cand.get("tools"), list) else cand.get("result")
if isinstance(sub, list):
tools = [t for t in sub if isinstance(t, dict)]
break
# Validate minimal ToolDefinition contract §2.1: name + description + parameters.
sanitized: list[dict] = []
for raw in tools:
name = raw.get("name")
if not isinstance(name, str) or not name.strip():
continue
description = raw.get("description") if isinstance(raw.get("description"), str) else ""
parameters = raw.get("parameters")
if not isinstance(parameters, dict):
parameters = {"type": "object", "properties": {}, "required": []}
requires_auth = raw.get("requires_auth", False)
if not isinstance(requires_auth, bool):
# Some backends return 0/1; normalize to bool as required.
try:
requires_auth = bool(int(requires_auth))
except Exception:
requires_auth = False
tool_def = {
"name": name.strip(),
"description": description,
"parameters": parameters,
"requires_auth": requires_auth,
}
sanitized.append(tool_def)
_APIPILOT_CACHE[fp] = (now2, sanitized)
app_logging.logger.info(
"[APIPILOT-DISCOVERY] ← OK tools=%s fp=%s status=%s upstreamFmt=%s cachedTools=%d",
len(sanitized),
fp,
resp.status_code,
"list" if isinstance(payload, list) else "object",
len(sanitized),
)
if settings.S2S_DEBUG_PROMPT and sanitized:
app_logging.logger.debug(
"[APIPILOT-DISCOVERY] raw first tool preview: %s",
json.dumps(sanitized[0], ensure_ascii=False)[:400],
)
return sanitized
def _apipilot_validate_arguments(arguments: dict | None, tool_def: dict) -> tuple[dict, list[str]]:
"""Validate / execute arguments strictly against the tool's JSON-Schema parameters.
Implements §2.2 PRE-CHECK #3:
• Remove unknown keys only when parameters.properties is nonempty.
• AquaPortal tool.get_user_briefing has parameters.properties={} and
required=[]: no explicit schema, so arguments remain flexible. The
backend resolves phone from the token; preserve supplied arguments.
• Validate required parameters and return errors for missing values.
• Never invent parameters or add keys.
Returns `(filtered_args, list_of_validation_errors_in_spanish)`.
If the returned errors list is non-empty, MUST block the execution (see
the `_apipilot_execute_tool` caller).
"""
errors: list[str] = []
schema = cast(dict[str, Any], tool_def.get("parameters")) if isinstance(tool_def.get("parameters"), dict) else {}
properties = cast(dict[str, Any], schema.get("properties")) if isinstance(schema.get("properties"), dict) else {}
required = cast(list[Any], schema.get("required")) if isinstance(schema.get("required"), list) else []
required = [x for x in required if isinstance(x, str)]
args = arguments if isinstance(arguments, dict) else {}
# 2026-09-25 empty-schema flexibility: preserve all arguments when no
# properties are explicitly declared, as with AquaPortal get_user_briefing.
schema_is_open: bool = (not isinstance(properties, dict)) or len(properties) == 0
requires_auth_flag = bool(tool_def.get("requires_auth"))
# 2026-09-25 auth-only tools: requires_auth=true, empty properties and
# required=[], with a valid-session description, resolve user data from
# the bearer JWT. Send arguments={} to avoid conflicts between a phone
# argument and the token's user, which would produce a 403 response.
auth_only_tool = False
if schema_is_open and requires_auth_flag and len(required) == 0:
_d = tool_def.get("description") if isinstance(tool_def.get("description"), str) else ""
if (not _d) or "valid session token" in _d.lower() or "authenticated" in _d.lower():
auth_only_tool = True
if auth_only_tool:
cleaned = {}
app_logging.logger.info(
"[APIPILOT-VALIDATE] tool=%s requires only an authenticated session → arguments forced to {} (avoid phone-argument/user-token conflicts)",
tool_def.get("name") or "?",
)
elif schema_is_open:
cleaned = dict(args)
app_logging.logger.info(
"[APIPILOT-VALIDATE] tool=%s open schema (empty parameters.properties) → preserve all arguments N=%d keys=%s",
tool_def.get("name") or "?",
len(cleaned),
sorted(list(cleaned.keys())),
)
else:
cleaned = {}
for key in args.keys():
if key in properties:
cleaned[key] = args[key]
else:
app_logging.logger.warning(
"[APIPILOT-VALIDATE] tool=%s removing unknown arg=%s",
tool_def.get("name") or "?",
key,
)
# Check required fields only for a closed schema; open required=[] is vacuous.
if not schema_is_open:
for req in required:
if req not in cleaned:
errors.append(f"Falta el parámetro requerido: {req}")
return cleaned, errors
async def _apipilot_execute_tool(
*,
auth_header: str | None,
demo_session: str | None,
name: str,
arguments: dict | None,
) -> dict:
"""Run a single ApiPilot tool via POST /execute.
Implements the full PRE-CHECK flow (§2.2) BEFORE sending the HTTP
request:
1. Fresh discovery (TTL cache; force_refresh=True if a tool is missing).
2. requires_auth: return HTTP 401 when authentication is required but absent.
3. Strict JSON-Schema validation: filter unknown parameters and check required.
Always return the standard `{success, data, error}` envelope (guide §2.2).
Pre-check failures populate error.{code,message,status_code}, with success=false.
"""
name_clean = (name or "").strip() if isinstance(name, str) else ""
app_logging.logger.info(
"[APIPILOT-CALL-NAME] USE=EXECUTE_ENTRYPOINT name=%r argsKeys=%s authHead=%.20s demo=%.20s",
name_clean,
sorted(list((arguments or {}).keys())) if isinstance(arguments, dict) else [],
str(auth_header or "")[:20],
str(demo_session or "")[:20],
)
if not settings.S2S_APIPILOT_TOOLS_URL:
return {
"success": False,
"data": None,
"error": {
"code": "APIPILOT_NOT_CONFIGURED",
"message": "ApiPilot no está configurado en este despliegue (S2S_APIPILOT_TOOLS_URL no establecido).",
"status_code": 501,
"raw": None,
},
}
if not name_clean:
return {
"success": False,
"data": None,
"error": {
"code": "TOOL_NAME_REQUIRED",
"message": "Falta el campo obligatorio: name (nombre de la herramienta).",
"status_code": 400,
"raw": None,
},
}
tools = await _apipilot_fetch_tools(auth_header=auth_header, demo_session=demo_session, force_refresh=False)
tool_def = next((t for t in tools if t.get("name") == name_clean), None)
if tool_def is None:
# Unknown tool: refresh discovery and retry once.
app_logging.logger.info("[APIPILOT-EXEC] tool=%s not found → forced re-discovery", name_clean)
tools = await _apipilot_fetch_tools(auth_header=auth_header, demo_session=demo_session, force_refresh=True)
tool_def = next((t for t in tools if t.get("name") == name_clean), None)
if tool_def is None:
return {
"success": False,
"data": None,
"error": {
"code": "TOOL_NOT_FOUND",
"message": (
f"Herramienta «{name_clean}» no encontrada en el catálogo ApiPilot. "
"Actualice la lista de herramientas y vuelva a intentarlo."
),
"status_code": 404,
"raw": None,
},
}
# ── PRE-CHECK 2: requires_auth ────────────────────────────────────────────
requires_auth = bool(tool_def.get("requires_auth"))
has_token = bool(auth_header) or bool(demo_session) or bool(settings.S2S_APIPILOT_SERVICE_TOKEN)
if requires_auth and not has_token:
app_logging.logger.warning("[APIPILOT-EXEC] tool=%s requires_auth=true blocked (no token)", name_clean)
return {
"success": False,
"data": None,
"error": {
"code": "AUTH_REQUIRED",
"message": (
f"La herramienta «{name_clean}» requiere autenticación. "
"Inicie sesión o proporcione un token para continuar."
),
"status_code": 401,
"raw": None,
},
}
# Pre-check 3: strict JSON-Schema argument validation.
cleaned_args, errors = _apipilot_validate_arguments(arguments, tool_def)
if errors:
return {
"success": False,
"data": None,
"error": {
"code": "INVALID_ARGUMENTS",
"message": " / ".join(errors),
"status_code": 400,
"raw": {
"removed": sorted(list(set(arguments) - set(cleaned_args))) if isinstance(arguments, dict) else []
},
},
}
# ── HTTP: POST /execute ───────────────────────────────────────────────────
url = _apipilot_resolve_execute_url()
if not url:
return {
"success": False,
"data": None,
"error": {
"code": "APIPILOT_NOT_CONFIGURED",
"message": "ApiPilot no está configurado en este despliegue (S2S_APIPILOT_TOOLS_URL y S2S_APIPILOT_TOOLS_EXECUTE_URL están vacíos).",
"status_code": 501,
"raw": None,
},
}
headers = {"Content-Type": "application/json", "accept": "application/json,text/plain,*/*"}
# 2026-09-25 SUPER API KEY (highest priority): bypass AquaPortal authentication.
# Send all three header forms simultaneously for maximum compatibility:
# - X-API-Key: <key>
# - Authorization: Bearer <key>
# - x-demo-session: <key>
# Ignore service tokens and login_by_phone when the API KEY is set.
if settings.S2S_APIPILOT_API_KEY:
headers["X-API-Key"] = settings.S2S_APIPILOT_API_KEY
headers["Authorization"] = f"Bearer {settings.S2S_APIPILOT_API_KEY}"
headers["x-demo-session"] = settings.S2S_APIPILOT_API_KEY
final_auth: str | None = f"Bearer {settings.S2S_APIPILOT_API_KEY}"
else:
# Authentication priority: service-token override, then caller auth_header
# from phone login/discovery/pass-2 fallback, then no authentication.
if settings.S2S_APIPILOT_SERVICE_TOKEN:
_svc = settings.S2S_APIPILOT_SERVICE_TOKEN.strip()
final_auth = (f"Bearer {_svc}" if (not _svc.lower().startswith("bearer ")) else _svc) if _svc else None
else:
final_auth = auth_header if isinstance(auth_header, str) and auth_header.strip() else None
if final_auth:
headers["Authorization"] = final_auth
if demo_session:
headers["x-demo-session"] = demo_session
payload = {"name": name_clean, "arguments": cleaned_args}
removed = sorted(list(set(arguments) - set(cleaned_args))) if isinstance(arguments, dict) else []
app_logging.logger.info(
"[APIPILOT-EXEC] → POST %s name=%s argsKeys=%s removedKeys=%s auth=%s demo=%s",
url,
name_clean,
sorted(cleaned_args.keys()),
removed,
("APIKEY" if settings.S2S_APIPILOT_API_KEY else ("Y" if final_auth else "-")),
("APIKEY" if settings.S2S_APIPILOT_API_KEY else ("Y" if demo_session else "-")),
)
try:
async with httpx.AsyncClient(timeout=settings.APIPILOT_HTTP_TIMEOUT, follow_redirects=True) as http:
resp = await http.post(url, json=payload, headers=headers)
except Exception as exc:
app_logging.logger.error("[APIPILOT-EXEC] ✗ network error: %s", exc)
return {
"success": False,
"data": None,
"error": {
"code": "EXECUTION_ERROR",
"message": f"Error de red al ejecutar «{name_clean}»: {exc}",
"status_code": 502,
"raw": None,
},
}
# Parse a standard envelope; construct a matching error for non-JSON/5xx responses.
raw_text = resp.text
# Detailed diagnostics are always enabled for HTTP >= 400: request payload,
# unmasked demo session, response status and bounded raw response body.
if resp.status_code >= 400:
try:
payload_dump = __import__("json").dumps(payload, ensure_ascii=False)
except Exception: # noqa: BLE001
payload_dump = str(payload)
app_logging.logger.warning(
"[APIPILOT-EXEC][DIAGNOSTIC 4xx] HTTP=%d url=%s name=%s demoSession=%.60s AUTH=%s requestPAYLOAD=%s |RAW RESPONSE BODY (max 1800 chars)=|%s|",
resp.status_code,
url,
name_clean,
(demo_session if isinstance(demo_session, str) else "?"),
("YES len=" + str(len(final_auth)) if isinstance(final_auth, str) and final_auth.strip() else "-"),
payload_dump,
(raw_text or "")[:1800],
)
try:
parsed = resp.json()
except Exception:
app_logging.logger.error("[APIPILOT-EXEC] ✗ non-JSON body HTTP %s: %s", resp.status_code, raw_text[:500])
return {
"success": False,
"data": None,
"error": {
"code": "EXECUTION_ERROR",
"message": f"La respuesta de ejecución «{name_clean}» no es JSON válido (HTTP {resp.status_code}).",
"status_code": resp.status_code,
"raw": raw_text[:2000] if raw_text else None,
},
}
# Return standard {success,data,error} envelopes unchanged.
if isinstance(parsed, dict) and "success" in parsed and isinstance(parsed.get("success"), bool):
envelope_ok = parsed["success"] and parsed.get("error") in (None, {})
app_logging.logger.info(
"[APIPILOT-EXEC] ← %s name=%s success=%s http=%s dataKeys=%s",
"OK" if envelope_ok else "FAIL",
name_clean,
bool(parsed.get("success")),
resp.status_code,
sorted(list(cast(dict, parsed.get("data")).keys())) if isinstance(parsed.get("data"), dict) else "-",
)
if (not envelope_ok) and isinstance(parsed.get("error"), dict):
err = parsed["error"]
app_logging.logger.warning(
"[APIPILOT-EXEC] ERROR: code=%s status=%s msg=%s",
err.get("code"),
err.get("status_code"),
(str(err.get("message"))[:200] if err.get("message") is not None else "-"),
)
return parsed
# Wrap raw backend data in the required envelope (guide §2.2) for stable
# downstream behavior when an upstream response omits the wrapper.
app_logging.logger.warning(
"[APIPILOT-EXEC] backend omitted standard envelope → wrapping response http=%s", resp.status_code
)
return {
"success": 200 <= resp.status_code < 300,
"data": parsed if (200 <= resp.status_code < 300) else None,
"error": None
if (200 <= resp.status_code < 300)
else {
"code": "EXECUTION_ERROR",
"message": (f"Ejecución «{name_clean}» devolvió HTTP {resp.status_code} sin envelope estándar."),
"status_code": resp.status_code,
"raw": (raw_text[:2000] if raw_text else None),
},
}
-5
View File
@@ -6,7 +6,6 @@ from typing import Any, cast
from vocero_api.core import logging as app_logging
from vocero_api.services import context as services_context
from vocero_api.services import tool_context as services_tool_context
async def _report_server_debug(hypothesis_id: str, location: str, msg: str, data: dict | None = None) -> None:
@@ -324,10 +323,6 @@ def _sanitize_realtime_event_raw(raw_message: str, session_ctx: dict[str, Any] |
nonlocal changed
if isinstance(v, str) and v.strip():
cleaned = _sanitize_agent_output(v, session_ctx)
# Layer 8 removes internal ApiPilot CALL markers before UI/TTS.
# The pass-2 accumulator retains the original transcript so
# execution can still be triggered by its marker.
cleaned = services_tool_context._sanitize_text_strip_apipilot_markers(cleaned)
if cleaned != v:
changed = True
return cleaned
+5 -785
View File
@@ -13,12 +13,10 @@ from websockets.typing import Subprotocol
from vocero_api.core import config as settings
from vocero_api.core import logging as app_logging
from vocero_api.core import urls as core_urls
from vocero_api.providers import apipilot as providers_apipilot
from vocero_api.providers import caller as providers_caller
from vocero_api.realtime import events as realtime_events
from vocero_api.realtime.mcp_proxy import realtime_mcp_proxy
from vocero_api.services import context as services_context
from vocero_api.services import tool_context as services_tool_context
async def realtime_proxy(ws: WebSocket) -> None:
@@ -46,102 +44,20 @@ async def realtime_proxy(ws: WebSocket) -> None:
injected_profile_context = ""
injected_reports_context = ""
injected_summary_context = ""
injected_apipilot_pass1 = ""
apipilot_tools_pass1: list = []
inject_phone = ""
inject_episode_id = ""
client_query = {}
login_token: str | None = None
login_response_obj: dict | None = None
profile_obj: dict | None = None
needs_apipilot = bool(settings.S2S_APIPILOT_TOOLS_URL) or bool(settings.S2S_APIPILOT_TOOLS_EXECUTE_URL)
try:
client_query = dict(parse_qsl(ws.url.query, keep_blank_values=True))
except Exception: # noqa: BLE001
client_query = {}
# ApiPilot works independently of profile injection. When enabled, extract
# phone/episode query parameters, resolve the bearer for authenticated tools,
# and load the profile for email defaults when its endpoint is configured.
if needs_apipilot:
inject_phone = (client_query.get("phoneNumber") or "").strip() or inject_phone
inject_episode_id = (client_query.get("episode_id") or "").strip() or inject_episode_id
_needs_login_apipilot = bool(settings.S2S_LOGIN_BY_PHONE.strip())
_needs_profile_apipilot = bool(settings.VOCERO_USER_PHONE_AUTH_URL.strip())
# Always log initial WS state to diagnose missing phone, token or login
# configuration that could leave the AquaPortal user anonymous.
_s_init = {
"needs_apipilot": needs_apipilot,
"phoneLen": len(inject_phone or ""),
"phoneHead": (
("+" + inject_phone.lstrip("+")[:3] + "...")
if (inject_phone and len(inject_phone) > 6)
else (inject_phone or "")
),
"loginTokenLen": (len(login_token) if isinstance(login_token, str) and login_token.strip() else 0),
"loginByPhone": ("YES" if _needs_login_apipilot else "NO"),
"profileUrl": ("YES" if _needs_profile_apipilot else "NO"),
"S2S_INJECT_PROFILE": settings.S2S_INJECT_PROFILE,
}
app_logging.logger.info(
"[INJECT-APIPILOT][WS connect] INITIAL STATE: " + ", ".join(f"{k}={v}" for k, v in sorted(_s_init.items())),
)
# The API-key bypass makes login_by_phone unnecessary.
if (
not settings.S2S_APIPILOT_API_KEY
and _needs_login_apipilot
and inject_phone
and (
not isinstance(login_token, str)
or not login_token.strip()
or (isinstance(login_token, str) and 0 < len(login_token.strip()) < 80)
)
):
try:
login_token, _lresp = await providers_caller._login_by_phone(inject_phone)
if isinstance(_lresp, dict) and _lresp:
login_response_obj = _lresp
app_logging.logger.info(
"[INJECT-APIPILOT][WS connect] login_by_phone for authenticated ApiPilot execution phoneLen=%d token=%s",
len(inject_phone or ""),
f"YES len={len(login_token or '')}"
if isinstance(login_token, str) and login_token
else "NONE (403!)",
)
except Exception as _exc_login: # noqa: BLE001
app_logging.logger.info(
"[INJECT-APIPILOT][WS connect] login_by_phone failed (anonymous ApiPilot user, likely 403) phoneLen=%d err=%r",
len(inject_phone or ""),
_exc_login,
)
if _needs_profile_apipilot and inject_phone and (not isinstance(profile_obj, dict) or not profile_obj):
try:
profile_obj = await providers_caller._fetch_user_profile_for_phone(inject_phone, auth_token=login_token)
app_logging.logger.info(
"[INJECT-APIPILOT][WS connect] profile fetch for email defaults phoneLen=%d profile=%s",
len(inject_phone or ""),
("FOUND user=%s" % (((profile_obj or {}).get("user") or {}).get("name") or "?"))
if isinstance(profile_obj, dict)
else "NONE",
)
except Exception as _exc_p: # noqa: BLE001
app_logging.logger.info(
"[INJECT-APIPILOT][WS connect] profile fetch failed phoneLen=%d err=%r",
len(inject_phone or ""),
_exc_p,
)
if not needs_apipilot:
app_logging.logger.info(
"[INJECT-APIPILOT] ⏭️ WS connect: APIPILOT tools injection DISABLED (S2S_APIPILOT_TOOLS_URL='%s' S2S_APIPILOT_TOOLS_EXECUTE_URL='%s'). "
"No ApiPilot fetch or session.update patch in this tunnel.",
settings.S2S_APIPILOT_TOOLS_URL,
settings.S2S_APIPILOT_TOOLS_EXECUTE_URL,
)
if not settings.S2S_INJECT_PROFILE:
app_logging.logger.info(
"[INJECT-PROFILE] ⏭️ WS connect: SKIPPED (S2S_INJECT_PROFILE=false). "
"No profile/episode fetch; tunnel stays pure passthrough for injects EXCEPT apipilot."
"No profile/episode fetch; tunnel stays pure passthrough for context injection."
)
else:
needs_phone_authed = bool(settings.VOCERO_USER_PHONE_AUTH_URL.strip())
@@ -177,7 +93,7 @@ async def realtime_proxy(ws: WebSocket) -> None:
# 0) Login-by-phone (optional — only if S2S_LOGIN_BY_PHONE env is set).
# Obtains a bearer token used on subsequent profile/reports/summary fetches.
if needs_login and inject_phone:
login_token, login_response_obj = await providers_caller._login_by_phone(inject_phone)
login_token, _ = await providers_caller._login_by_phone(inject_phone)
# 0.5) Podcast episode fetch (independent of phone — uses only episode_id from query)
if inject_episode_id:
if settings.S2S_DEBUG_PROMPT:
@@ -259,121 +175,12 @@ async def realtime_proxy(ws: WebSocket) -> None:
app_logging.logger.info(
"[INJECT-SUMMARY] ⏭️ WS connect: latest summary skipped (context empty / upstream returned empty summary / fetch failed)."
)
# 3) Fetch the ApiPilot pass-1 tool list independently of S2S_INJECT_PROFILE,
# even without login/phone. Use the resolved token or anonymous fingerprint,
# matching the reasoning endpoint's server cache.
if needs_apipilot:
apipilot_auth_header = f"Bearer {login_token}" if isinstance(login_token, str) and login_token.strip() else None
# Phone login resolves the AquaPortal JWT for execution. The configured
# S2S_APIPILOT_SERVICE_TOKEN overrides it.
if settings.S2S_APIPILOT_SERVICE_TOKEN:
_svc = settings.S2S_APIPILOT_SERVICE_TOKEN.strip()
if _svc:
apipilot_auth_header = f"Bearer {_svc}" if not _svc.lower().startswith("bearer ") else _svc
demo_session_key = client_query.get("x-demo-session") if isinstance(client_query, dict) else None
if not demo_session_key:
demo_session_key = f"anon-ws-{client_ip}-{id(ws)}"
try:
# Always log discovery, matching reasoning pass 1.
app_logging.logger.info(
"[INJECT-APIPILOT] WS connect: fetching tools (auth=%s demoSession=%.40s...) upstream=%s...",
"yes" if apipilot_auth_header else "anon",
(demo_session_key[:40] if isinstance(demo_session_key, str) else "?"),
settings.S2S_APIPILOT_TOOLS_URL or "<using override execute>",
)
if settings.S2S_DEBUG_PROMPT:
app_logging.logger.info(
"[DEBUG-APIPILOT][WS connect] tools fetch detail toolsURL=%s executeURL=%s overrideExec=%s",
settings.S2S_APIPILOT_TOOLS_URL,
settings.S2S_APIPILOT_TOOLS_EXECUTE_URL,
providers_apipilot._apipilot_resolve_execute_url(),
)
_t0 = providers_apipilot._monotonic_now()
apipilot_tools_pass1 = (
await providers_apipilot._apipilot_fetch_tools(
auth_header=apipilot_auth_header,
demo_session=demo_session_key if isinstance(demo_session_key, str) else None,
refresh=False,
)
or []
)
_el = providers_apipilot._monotonic_now() - _t0
# Supply known phone/episode defaults to pass 1 so the model does
# not leave required arguments empty (observed ARGUMENTS=>>> bug).
_apipilot_defaults_p1: dict[str, str] = {}
if isinstance(inject_phone, str) and inject_phone.strip():
_apipilot_defaults_p1["phone"] = inject_phone.strip()
if isinstance(inject_episode_id, str) and inject_episode_id.strip():
_apipilot_defaults_p1["episode_id"] = inject_episode_id.strip()
# Also supply email when the resolved profile has a valid value.
if isinstance(profile_obj, dict) and profile_obj:
try:
u = profile_obj.get("user") if isinstance(profile_obj.get("user"), dict) else None
if isinstance(u, dict):
email = cast(str, u.get("email")) if isinstance(u.get("email"), str) else ""
if email.strip():
_apipilot_defaults_p1["email"] = email.strip()
except Exception: # noqa: BLE001
pass
session_ctx_apipilot_defaults = dict(_apipilot_defaults_p1)
injected_apipilot_pass1 = (
services_tool_context._resolve_apipilot_reasoning_context_block(
tools_list=apipilot_tools_pass1,
context_defaults=_apipilot_defaults_p1,
)
or ""
)
if injected_apipilot_pass1.strip():
app_logging.logger.info(
"[APIPILOT] REASONING PASS-1 (WS realtime): tool list ready N=%d t=%.0fms auth=%s defaults=%s",
len(apipilot_tools_pass1),
_el,
"Y" if isinstance(apipilot_auth_header, str) else "anon",
list(_apipilot_defaults_p1.keys()),
)
app_logging.logger.info(
"[INJECT-APIPILOT] ✅ WS connect: APIPILOT TOOLS list PASS-1 READY Ntools=%d wrappedLen=%d defaultsPhone=%s -> will patch session.update frames in this tunnel.",
len(apipilot_tools_pass1),
len(injected_apipilot_pass1),
("yes" if _apipilot_defaults_p1.get("phone") else "no"),
)
else:
app_logging.logger.info(
"[INJECT-APIPILOT] ⏭️ WS connect: apipilot fetch returned empty tools list; PASS-1 injection skipped for this tunnel.",
)
except Exception as exc: # noqa: BLE001
app_logging.logger.info(
"[INJECT-APIPILOT] ⛔ WS connect: apipilot tools fetch failed. Skipping PASS-1 injection for tunnel. err=%r",
exc,
)
injected_apipilot_pass1 = ""
apipilot_tools_pass1 = []
session_ctx_apipilot_defaults = {}
# Preserve the exact discovery authentication and demo-session values.
# AquaPortal binds authorized tools to GET /tools' x-demo-session; a new
# ws-pass2 value would appear anonymous and produce a 403 response.
_ws_apipilot_auth_for_execute = apipilot_auth_header
_ws_apipilot_demo_for_execute = demo_session_key if isinstance(demo_session_key, str) else None
# Preserve API-key identity in every propagation variable, matching the
# discovery cache fingerprint and HTTP headers even during pass-2 fallback.
if settings.S2S_APIPILOT_API_KEY:
_ws_apipilot_auth_for_execute = f"Bearer {settings.S2S_APIPILOT_API_KEY}"
_ws_apipilot_demo_for_execute = settings.S2S_APIPILOT_API_KEY
else:
# With ApiPilot unconfigured, keep defaults as an empty dict rather than None.
session_ctx_apipilot_defaults = {}
injected_apipilot_pass1 = ""
apipilot_tools_pass1 = []
_ws_apipilot_auth_for_execute = None
_ws_apipilot_demo_for_execute = None
app_logging.logger.info(
"[INJECT-PROFILE] WS connect FINAL: injectEpisode=%s injectProfile=%s injectReports=%s injectSummary=%s injectApipilotPass1=%s(Ntools=%d) login=%s episodeIdLen=%d phoneLen=%d episodeCtxLen=%d profileCtxLen=%d reportsCtxLen=%d summaryCtxLen=%d apipilotCtxLen=%d target=%s",
"[INJECT-PROFILE] WS connect FINAL: injectEpisode=%s injectProfile=%s injectReports=%s injectSummary=%s login=%s episodeIdLen=%d phoneLen=%d episodeCtxLen=%d profileCtxLen=%d reportsCtxLen=%d summaryCtxLen=%d target=%s",
bool(injected_episode_context),
bool(injected_profile_context),
bool(injected_reports_context),
bool(injected_summary_context),
bool(injected_apipilot_pass1.strip()),
len(apipilot_tools_pass1),
("token-present" if login_token else "skipped"),
len(inject_episode_id),
len(inject_phone),
@@ -381,7 +188,6 @@ async def realtime_proxy(ws: WebSocket) -> None:
len(injected_profile_context),
len(injected_reports_context),
len(injected_summary_context),
len(injected_apipilot_pass1),
upstream_url,
)
if settings.S2S_DEBUG_PROMPT and injected_episode_context.strip():
@@ -415,11 +221,6 @@ async def realtime_proxy(ws: WebSocket) -> None:
"injected_profile_context": injected_profile_context,
"injected_reports_context": injected_reports_context,
"injected_summary_context": injected_summary_context,
"injected_apipilot_pass1": injected_apipilot_pass1,
"inject_phone": inject_phone,
"inject_episode_id": inject_episode_id,
"login_token": login_token,
"login_response": login_response_obj,
# 2026-09-11 proper-name anglicization guard: keep the full
# upstream profile object so:
# (a) _build_voice_rules_head_lock_block can emit rule #5
@@ -429,24 +230,6 @@ async def realtime_proxy(ws: WebSocket) -> None:
# Alessandro with word-boundary regex even when the
# prompt lock fails on GPTQ.
"profile_obj": profile_obj,
"apipilot_tools_pass1": apipilot_tools_pass1,
# Accumulate transcripts per response_id and prevent pass-2
# injection loops after ApiPilot execution.
"_ws_apipilot_asst_transcript_acc": {}, # response_id -> str full transcript
"_ws_apipilot_pass2_active": False, # True during the second response; prevents infinite marker loops.
"_ws_apipilot_pass2_count": 0, # Session execution count, limited to three attempts.
# Defaults prepared by pass 1 fill missing pass-2 arguments.
"apipilot_defaults": (session_ctx_apipilot_defaults if needs_apipilot else {}),
# Pass-2 phone fallback also works when defaults are empty but
# the query string supplied phoneNumber.
"inject_phone": (inject_phone if isinstance(inject_phone, str) else ""), # noqa: F601
# Bearer for authenticated execution, resolved by phone login
# independently of S2S_INJECT_PROFILE.
"login_token": (login_token if isinstance(login_token, str) else None), # noqa: F601
# Execute with the exact auth/demo values used for WS discovery;
# AquaPortal binds the authorized tool list to that demo session.
"apipilot_exec_auth": _ws_apipilot_auth_for_execute,
"apipilot_exec_demo": _ws_apipilot_demo_for_execute,
}
client_to_upstream = asyncio.create_task(_client_to_upstream(ws, upstream, client_ip, session_ctx))
upstream_to_client = asyncio.create_task(_upstream_to_client(ws, upstream, client_ip, session_ctx))
@@ -542,7 +325,6 @@ async def _client_to_upstream(
ctx_profile_context = session_ctx.get("injected_profile_context") if isinstance(session_ctx, dict) else ""
ctx_reports_context = session_ctx.get("injected_reports_context") if isinstance(session_ctx, dict) else ""
ctx_summary_context = session_ctx.get("injected_summary_context") if isinstance(session_ctx, dict) else ""
ctx_apipilot_pass1 = session_ctx.get("injected_apipilot_pass1") if isinstance(session_ctx, dict) else ""
ctx_profile_obj = session_ctx.get("profile_obj") if isinstance(session_ctx, dict) else None
forward_text = services_context._patch_client_session_update_with_profile(
message["text"],
@@ -551,7 +333,6 @@ async def _client_to_upstream(
ctx_summary_context or "",
ctx_episode_context or "",
profile_obj=ctx_profile_obj,
apipilot_context_text_pass1=ctx_apipilot_pass1 or "",
)
await upstream.send(forward_text)
elif message.get("bytes") is not None:
@@ -576,38 +357,6 @@ async def _upstream_to_client(
) -> None:
async for message in upstream:
if isinstance(message, bytes):
# Drop audio only for the current response_id marked as containing
# a CALL marker: Qwen3 may already have spoken it. Matching any ID
# would also discard valid pass-2 audio.
drop_now = False
matched_rid = ""
drop_ids = session_ctx.get("_ws_drop_audio_for_response_ids")
if isinstance(drop_ids, dict) and drop_ids:
rid_ctx = session_ctx.get("_ws_current_response_id")
if isinstance(rid_ctx, str) and rid_ctx and drop_ids.get(rid_ctx):
drop_now = True
matched_rid = rid_ctx
elif (not isinstance(rid_ctx, str) or not rid_ctx) and len(drop_ids) == 1:
# Fallback when no current ID exists but exactly one response
# remains in the dictionary.
only_rid = next(iter(drop_ids.keys()))
if drop_ids.get(only_rid):
drop_now = True
matched_rid = only_rid
if drop_now:
app_logging.logger.info(
"[APIPILOT-AUDIO-DROP] FRAME DROP bytes=%dB matchedResponse=%s (CALL marker in this response → leaked Qwen3 audio DISCARDED)",
len(message),
(matched_rid or session_ctx.get("_ws_current_response_id") or "-"),
)
continue
else:
app_logging.logger.debug(
"[APIPILOT-AUDIO-ALLOW] FRAME PASS bytes=%dB responseCtx=%s dropIds=%s",
len(message),
(session_ctx.get("_ws_current_response_id") or "-"),
(sorted(list(drop_ids.keys())) if isinstance(drop_ids, dict) else "none"),
)
# #region debug-point B:upstream-bytes-forward
await realtime_events._report_server_debug(
"B",
@@ -623,535 +372,7 @@ async def _upstream_to_client(
# #endregion
await ws.send_bytes(message)
else:
# Extract the original message before sanitation removes pass-2 markers.
pre_sanitize_summary = realtime_events._realtime_event_summary(message)
pre_event_type = pre_sanitize_summary.get("type") if isinstance(pre_sanitize_summary, dict) else None
pre_response_id: str | None = None
if isinstance(pre_sanitize_summary, dict):
if isinstance(pre_sanitize_summary.get("response_id"), str):
pre_response_id = pre_sanitize_summary["response_id"]
elif isinstance(pre_sanitize_summary.get("id"), str):
pre_response_id = pre_sanitize_summary["id"]
# Track the current response_id for the binary-audio gate.
if isinstance(pre_response_id, str) and pre_response_id:
session_ctx["_ws_current_response_id"] = pre_response_id
# Detect CALL markers in every text event, including before response.done.
# Mark this response_id to drop its audio and sanitize later events.
if (
isinstance(pre_sanitize_summary, dict)
and isinstance(pre_event_type, str)
and pre_event_type not in {"response.done"}
):
quick_text_parts: list[str] = []
for _k in (
"text",
"transcript",
"output_text",
"audio_text",
"output_transcript",
"final_transcript",
"output_audio_text",
"content",
"message",
"utterance",
"delta",
"_raw_preview",
):
_v = pre_sanitize_summary.get(_k)
if isinstance(_v, str) and _v.strip():
quick_text_parts.append(_v)
for _cname in ("item", "part", "output", "audio"):
_sub = pre_sanitize_summary.get(_cname)
if isinstance(_sub, dict):
for _k2 in ("text", "transcript", "output_text"):
_v2 = _sub.get(_k2)
if isinstance(_v2, str) and _v2.strip():
quick_text_parts.append(_v2)
quick_text = (" ".join(quick_text_parts)).strip()
if quick_text:
_detected_name, _detected_args = services_tool_context._apipilot_parse_call_marker(quick_text)
if isinstance(_detected_name, str) and _detected_name:
drop_ids2 = session_ctx.get("_ws_drop_audio_for_response_ids")
if not isinstance(drop_ids2, dict):
drop_ids2 = {}
session_ctx["_ws_drop_audio_for_response_ids"] = drop_ids2
_flag_rid = (
pre_response_id
if isinstance(pre_response_id, str) and pre_response_id
else f"auto-{id(session_ctx)}"
)
drop_ids2[_flag_rid] = True
# Remove older IDs when more than ten remain.
if len(drop_ids2) > 10:
try:
for _old_k in list(drop_ids2.keys())[:-10]:
drop_ids2.pop(_old_k, None)
except Exception:
pass
app_logging.logger.info(
"[APIPILOT-SANITIZE] CALL marker in event=%s response=%s name=%s → AUDIO DROP GATE enabled (discard potential leaked Qwen3 audio)",
pre_event_type,
_flag_rid,
_detected_name,
)
# 1a) Accumulate original TTS transcripts for pass-2 marker parsing.
if (
isinstance(pre_sanitize_summary, dict)
and isinstance(pre_event_type, str)
and pre_event_type in {"response.audio_transcript.done", "response.output_audio_transcript.done"}
):
pre_agent_text = (
cast(str, pre_sanitize_summary.get("text"))
if isinstance(pre_sanitize_summary.get("text"), str)
else ""
).strip()
rid_key = (
pre_response_id
if isinstance(pre_response_id, str) and pre_response_id
else f"auto-{id(session_ctx)}"
)
if rid_key and pre_agent_text:
acc = session_ctx.get("_ws_apipilot_asst_transcript_acc")
if not isinstance(acc, dict):
acc = {}
session_ctx["_ws_apipilot_asst_transcript_acc"] = acc
prev = acc.get(rid_key, "")
if prev:
acc[rid_key] = f"{prev} {pre_agent_text}".strip()
else:
acc[rid_key] = pre_agent_text
# 1b) Also accumulate assistant conversation.item.created text,
# which can contain markers outside TTS transcripts.
elif (
isinstance(pre_sanitize_summary, dict)
and isinstance(pre_event_type, str)
and pre_event_type == "conversation.item.created"
and pre_sanitize_summary.get("role") == "assistant"
):
pre_conv_text = (
cast(str, pre_sanitize_summary.get("text"))
if isinstance(pre_sanitize_summary.get("text"), str)
else ""
).strip()
rid_key2 = (
pre_response_id
if isinstance(pre_response_id, str) and pre_response_id
else f"auto-{id(session_ctx)}"
)
if rid_key2 and pre_conv_text:
acc2 = session_ctx.get("_ws_apipilot_asst_transcript_acc")
if not isinstance(acc2, dict):
acc2 = {}
session_ctx["_ws_apipilot_asst_transcript_acc"] = acc2
prev2 = acc2.get(rid_key2, "")
if prev2:
acc2[rid_key2] = f"{prev2} {pre_conv_text}".strip()
else:
acc2[rid_key2] = pre_conv_text
# 2) Parse the original marker at response.done to trigger pass 2.
if (
isinstance(pre_sanitize_summary, dict)
and isinstance(pre_event_type, str)
and pre_event_type == "response.done"
):
rid_val: str = (
pre_response_id
if isinstance(pre_response_id, str)
else (
cast(str, pre_sanitize_summary.get("id"))
if isinstance(pre_sanitize_summary.get("id"), str)
else f"auto-{id(session_ctx)}"
)
)
full_text = ""
acc3 = session_ctx.get("_ws_apipilot_asst_transcript_acc")
if rid_val and isinstance(acc3, dict):
full_text = (acc3.pop(rid_val, "") if isinstance(acc3, dict) else "") or ""
# Use the sole remaining accumulator when an upstream changes
# response_id between events.
if (
(not isinstance(full_text, str) or not full_text.strip())
and isinstance(acc3, dict)
and len(acc3) == 1
):
_only_key = next(iter(acc3.keys()))
full_text = (acc3.pop(_only_key, "") if isinstance(acc3, dict) else "") or ""
marker_name, marker_args = None, None
if isinstance(full_text, str) and full_text.strip():
_p1_defaults = (
session_ctx.get("apipilot_defaults")
if isinstance(session_ctx.get("apipilot_defaults"), dict)
else {}
)
marker_name, marker_args = services_tool_context._apipilot_parse_call_marker(
full_text, defaults=_p1_defaults
)
app_logging.logger.info(
"[APIPILOT-CALL-NAME] USE=WS_RESPONSE_DONE_DETECTION markerFound=%s name=%r argsKeys=%s",
("Y" if isinstance(marker_name, str) and marker_name else "N"),
(marker_name or ""),
list((marker_args or {}).keys()),
)
# Always log pass-2 marker detection diagnostics.
try:
_preview = full_text.replace("\n", " ")
if len(_preview) > 500:
_preview = _preview[:500] + "…"
except Exception:
_preview = str(full_text)[:500]
app_logging.logger.info(
"[APIPILOT] REASONING PASS-2 (WS realtime): response.done DIAGNOSTIC fullLen=%d markerFound=%s markerName=%s argsKeys=%s defaultsAutoFill=%s acc3Remaining=%d fullTextPreview=%r",
len(full_text or ""),
("Y" if isinstance(marker_name, str) and marker_name else "N"),
(marker_name if isinstance(marker_name, str) and marker_name else ""),
(list(marker_args.keys()) if isinstance(marker_args, dict) else []),
(list(_p1_defaults.keys()) if isinstance(_p1_defaults, dict) and _p1_defaults else "none"),
(len(acc3) if isinstance(acc3, dict) else -1),
_preview,
)
elif isinstance(full_text, str):
app_logging.logger.info(
"[APIPILOT] REASONING PASS-2 (WS realtime): response.done DIAGNOSTIC fullLen=0 EMPTY markerFound=N response_id=%r acc3Remaining=%d",
rid_val,
(len(acc3) if isinstance(acc3, dict) else -1),
)
else:
app_logging.logger.info(
"[APIPILOT] REASONING PASS-2 (WS realtime): response.done DIAGNOSTIC fullText is not str type=%r acc3=%r",
type(full_text).__name__,
(list(acc3.keys()) if isinstance(acc3, dict) else "?"),
)
needs_pass2 = (
isinstance(marker_name, str)
and bool(marker_name)
and not bool(session_ctx.get("_ws_apipilot_pass2_active"))
and (int(session_ctx.get("_ws_apipilot_pass2_count") or 0) < 3)
)
if needs_pass2:
# Clear active audio-drop gates before pass 2: its response
# contains actual user data and must be played normally.
drop_ids_clean = session_ctx.get("_ws_drop_audio_for_response_ids")
if isinstance(drop_ids_clean, dict) and drop_ids_clean:
drop_ids_clean.clear()
app_logging.logger.info(
"[APIPILOT-AUDIO-DROP] PASS-2 start: clear audio-drop gate → forward pass-2 briefing audio normally"
)
args = marker_args if isinstance(marker_args, dict) else {}
# Fill missing arguments or replace fictional prompt example
# values with actual defaults. When defaults are empty, use
# session_ctx["inject_phone"] from the query string.
_p1_defaults_use = (
session_ctx.get("apipilot_defaults")
if isinstance(session_ctx.get("apipilot_defaults"), dict)
else {}
)
_fallback_inject_phone = (
session_ctx.get("inject_phone") if isinstance(session_ctx.get("inject_phone"), str) else ""
)
# Known fictional example values appearing in prompts.
_FAKE_PHONE_PLACEHOLDERS: set[str] = {
"+56912345678", # Prompt example from rule 7.
"56912345678", # Variant without +.
"+5612345678",
"+1234567890",
"+12345678",
"+56XXXXXXX",
"+56xxxxxxx",
"",
}
def _is_phone_fake(v: str) -> bool:
c = str(v or "").strip()
if c in _FAKE_PHONE_PLACEHOLDERS: # noqa: B023
return True
if len(c) < 7:
return True
if c.endswith("00000"):
return True
if "123456" in c or "xxxxxx" in c.lower() or "xxxx" in c.lower():
return True
if c.startswith("+56") and len(c) <= 9:
return True
return False
# Apply defaults and fallback to all available keys.
if isinstance(_p1_defaults_use, dict) and _p1_defaults_use:
for k, default_v in _p1_defaults_use.items():
if default_v in (None, "", []):
continue
if k not in args or args[k] in (None, "", []):
args[k] = default_v
elif k == "phone" and isinstance(args.get("phone"), str):
if _is_phone_fake(str(args.get("phone"))):
args[k] = default_v
# Replace fictional phone values even when defaults lacks phone.
if (
isinstance(args.get("phone"), str)
and _is_phone_fake(str(args.get("phone")))
and isinstance(_fallback_inject_phone, str)
and _fallback_inject_phone.strip()
):
args["phone"] = _fallback_inject_phone.strip()
# Refresh _p1_defaults for subsequent logging.
_p1_defaults = _p1_defaults_use
session_ctx["_ws_apipilot_pass2_count"] = int(session_ctx.get("_ws_apipilot_pass2_count") or 0) + 1
session_ctx["_ws_apipilot_pass2_active"] = True
# Reuse exact discovery auth/demo values: AquaPortal binds
# authorized tools to the x-demo-session used for GET /tools.
_exec_auth = (
session_ctx.get("apipilot_exec_auth")
if isinstance(session_ctx.get("apipilot_exec_auth"), str)
else None
)
_exec_demo = (
session_ctx.get("apipilot_exec_demo")
if isinstance(session_ctx.get("apipilot_exec_demo"), str)
else None
)
# Compatibility fallback for missing values:
if not isinstance(_exec_auth, str) or not _exec_auth.strip():
login_tok = session_ctx.get("login_token")
_exec_auth = f"Bearer {login_tok}" if isinstance(login_tok, str) and login_tok.strip() else None
if not isinstance(_exec_demo, str) or not _exec_demo.strip():
_exec_demo = f"ws-pass2-{client_ip}-{id(session_ctx)}"
# The SUPER API KEY overrides even SERVICE_TOKEN. Force bearer
# and demo-session values to match the discovery bypass identity.
if settings.S2S_APIPILOT_API_KEY:
_exec_auth = f"Bearer {settings.S2S_APIPILOT_API_KEY}"
_exec_demo = settings.S2S_APIPILOT_API_KEY
# Apply the service-token override only without a SUPER API KEY.
elif settings.S2S_APIPILOT_SERVICE_TOKEN:
_svc = settings.S2S_APIPILOT_SERVICE_TOKEN.strip()
if _svc:
_exec_auth = f"Bearer {_svc}" if not _svc.lower().startswith("bearer ") else _svc
# For authenticated tools with an empty/short bearer, force
# phone login again so AquaPortal receives a valid user token.
# The length heuristic treats fewer than 80 characters as short.
_phone_lfb = (
session_ctx.get("inject_phone") if isinstance(session_ctx.get("inject_phone"), str) else ""
) or (inject_phone if isinstance(inject_phone, str) else "") # type: ignore[name-defined] # noqa: F821 - preserve the legacy fallback failure.
_phone_lfb = _phone_lfb.strip() if isinstance(_phone_lfb, str) else ""
_current_bearer_token = ""
if isinstance(_exec_auth, str) and _exec_auth.lower().startswith("bearer "):
_current_bearer_token = _exec_auth[len("bearer ") :].strip()
_is_jwt_like = (
bool(_current_bearer_token)
and len(_current_bearer_token) >= 120
and _current_bearer_token.count(".") >= 2
)
# Resolve requires_auth from recent session/cache tools; default true.
_tools_recent: list[dict] = (
cast(list[dict], session_ctx.get("apipilot_tools_pass1"))
if isinstance(session_ctx.get("apipilot_tools_pass1"), list)
else []
)
if not _tools_recent:
try:
_cached = (
providers_apipilot._APIPILOT_CACHE.get("tools")
if providers_apipilot._APIPILOT_CACHE
else None
)
if isinstance(_cached, tuple) and _cached and isinstance(_cached[0], list):
_tools_recent = _cached[0]
except Exception: # noqa: BLE001
_tools_recent = []
_mtool = next(
(t for t in _tools_recent if isinstance(t, dict) and t.get("name") == marker_name), None
)
_requires_auth = True if (_mtool is None) else bool(_mtool.get("requires_auth"))
if (
(not settings.S2S_APIPILOT_API_KEY)
and settings.S2S_LOGIN_BY_PHONE
and _phone_lfb
and _requires_auth
and (not _is_jwt_like)
):
try:
_l_tok, _l_obj = await providers_caller._login_by_phone(_phone_lfb)
if isinstance(_l_tok, str) and _l_tok.strip():
_exec_auth = f"Bearer {_l_tok.strip()}"
_tok_len = len(_l_tok.strip())
_is_new_jwt = _tok_len >= 120 and _l_tok.strip().count(".") >= 2
app_logging.logger.info(
"[APIPILOT] REASONING PASS-2 (WS realtime): FORCED PASS-2 LOGIN (tool requires_auth) phoneLen=%d token=%s%s",
len(_phone_lfb),
f"YES len={_tok_len}",
(" JWT?" if _is_new_jwt else (" SHORT?" if _tok_len < 80 else " OK")),
)
else:
app_logging.logger.info(
"[APIPILOT] REASONING PASS-2 (WS realtime): FORCED PASS-2 LOGIN token EXTRACTION FAILED phoneLen=%d (tool requires_auth → likely 403)",
len(_phone_lfb),
)
except Exception as _lfb_exc: # noqa: BLE001
app_logging.logger.info(
"[APIPILOT] REASONING PASS-2 (WS realtime): FORCED PASS-2 LOGIN failed phoneLen=%d err=%r",
len(_phone_lfb),
_lfb_exc,
)
bearer = _exec_auth
demo_key = _exec_demo
try:
app_logging.logger.info(
"[APIPILOT-CALL-NAME] USE=WS_REALTIME_PASS2_TRIGGER name=%r argsKeys=%s argsPhone=%r",
marker_name,
list(args.keys()) if args else [],
(args.get("phone") if isinstance(args.get("phone"), str) else ""),
)
app_logging.logger.info(
"[APIPILOT] REASONING PASS-2 (WS realtime): trigger marker name=%s argsKeys=%s argsPhone=%s auth=%s defaultsAutoFill=%s demoSessionKey=%.40s",
marker_name,
list(args.keys()) if args else [],
(args.get("phone") if isinstance(args.get("phone"), str) else ""),
"Y" if bearer else "anon",
list(_p1_defaults.keys()) if isinstance(_p1_defaults, dict) and _p1_defaults else "none",
demo_key if isinstance(demo_key, str) else "?",
)
t0 = providers_apipilot._monotonic_now()
app_logging.logger.info(
"[APIPILOT-CALL-NAME] USE=WS_REALTIME_PASS2_EXEC_HELPER name=%r → forward a _apipilot_execute_tool",
marker_name,
)
env_exec = providers_apipilot._apipilot_execute_tool(
auth_header=bearer,
demo_session=demo_key,
name=cast(str, marker_name),
arguments=args,
)
if hasattr(asyncio, "create_task"):
envelope = await asyncio.wait_for(env_exec, timeout=60.0)
else:
envelope = await env_exec
t1 = providers_apipilot._monotonic_now() - t0
ok = bool(isinstance(envelope, dict) and envelope.get("success"))
data = envelope.get("data") if isinstance(envelope, dict) else None
err_obj = (
envelope.get("error")
if isinstance(envelope, dict) and isinstance(envelope.get("error"), dict)
else None
)
if isinstance(data, str):
tool_text = data
elif isinstance(data, (dict, list)):
try:
tool_text = json.dumps(data, indent=2, ensure_ascii=False)
except Exception: # noqa: BLE001
tool_text = str(data)
else:
tool_text = ""
if not ok:
code = (
err_obj.get("code")
if isinstance(err_obj, dict) and err_obj.get("code") is not None
else (envelope.get("code") if isinstance(envelope, dict) else None)
)
msg = (
err_obj.get("message")
if isinstance(err_obj, dict) and isinstance(err_obj.get("message"), str)
else ""
)
prefix = ""
if code is not None or msg:
prefix = f"[{code if code is not None else 'ERROR'}] {msg}".strip() + "\n"
tool_text = f"{prefix}{tool_text}".strip()
app_logging.logger.info(
"[APIPILOT] REASONING PASS-2 (WS realtime): execute DONE name=%s success=%s len=%d t=%.0fms",
marker_name,
"ok" if ok else "error",
len(tool_text),
t1,
)
call_result_dict: dict[str, Any] = {
"name": marker_name,
"text": tool_text or "",
"error": (not ok),
}
# Use the light internal sanitizer for pass 2. The user-output
# sanitizer would remove the RESULT wrapper and prevent the
# upstream model from receiving the briefing result.
len_raw_tool_text = len(call_result_dict.get("text") or "")
if isinstance(call_result_dict.get("text"), str):
call_result_dict["text"] = services_tool_context._sanitize_pass2_internal_context(
call_result_dict["text"]
)
len_sanitized_tool_text = len(call_result_dict.get("text") or "")
blk_pass2 = (
services_tool_context._resolve_apipilot_reasoning_context_block(
None,
call_result=call_result_dict,
)
or ""
)
if not blk_pass2.strip():
blk_pass2 = (tool_text or "").strip()
len_raw_wrapper = len(blk_pass2 or "")
# Light sanitation preserves the pass-2 RESULT wrapper.
if blk_pass2.strip():
blk_pass2 = services_tool_context._sanitize_pass2_internal_context(blk_pass2)
len_sanitized_wrapper = len(blk_pass2 or "")
app_logging.logger.info(
"[APIPILOT] REASONING PASS-2 (WS realtime): block SIZES len_raw_tool_text=%d len_sanitized_tool_text=%d len_raw_wrapper=%d len_sanitized_wrapper=%d success=%s",
len_raw_tool_text,
len_sanitized_tool_text,
len_raw_wrapper,
len_sanitized_wrapper,
("ok" if ok else "error"),
)
if blk_pass2.strip():
# Reset _ws_current_response_id before pass-2 injection so
# valid briefing audio cannot match the previous CALL response.
session_ctx["_ws_current_response_id"] = None
app_logging.logger.info(
"[APIPILOT] REASONING PASS-2 (WS realtime): inject PASS-2 block len=%d -> send conversation.item.create + response.create upstream",
len(blk_pass2),
)
try:
await upstream.send(
json.dumps(
{
"type": "conversation.item.create",
"item": {
"type": "message",
"role": "user",
"content": [{"type": "input_text", "text": blk_pass2}],
},
},
ensure_ascii=False,
)
)
await upstream.send(json.dumps({"type": "response.create"}, ensure_ascii=False))
app_logging.logger.info(
"[APIPILOT] REASONING PASS-2 (WS realtime): injection OK. Awaiting model response (pass2_active=Y until next response.done)",
)
except Exception as exc2: # noqa: BLE001
session_ctx["_ws_apipilot_pass2_active"] = False
app_logging.logger.info(
"[APIPILOT] REASONING PASS-2 (WS realtime): inject FAIL upstream send err=%r. pass2_active=N.",
exc2,
)
else:
session_ctx["_ws_apipilot_pass2_active"] = False
app_logging.logger.info(
"[APIPILOT] REASONING PASS-2 (WS realtime): EMPTY result block -> skip injection. pass2_active=N.",
)
except Exception as exc: # noqa: BLE001
session_ctx["_ws_apipilot_pass2_active"] = False
app_logging.logger.info(
"[APIPILOT] REASONING PASS-2 (WS realtime): ABORT marker=%s err=%r. pass2_active=N (safety).",
marker_name,
exc,
)
elif isinstance(session_ctx.get("_ws_apipilot_pass2_active"), bool) and bool(
session_ctx.get("_ws_apipilot_pass2_active")
):
session_ctx["_ws_apipilot_pass2_active"] = False
app_logging.logger.info(
"[APIPILOT] REASONING PASS-2 (WS realtime): response.done PASS-2 FINALE -> pass2_active=N safety counter=%s",
int(session_ctx.get("_ws_apipilot_pass2_count") or 0),
)
# Layer 7 post-processing: after marker handling, safely remove
# internal markers before forwarding text to the client.
# Remove internal context markers before forwarding text to the client.
message, was_sanitized = realtime_events._sanitize_realtime_event_raw(message, session_ctx)
# #region debug-point B:upstream-text-forward
summary = realtime_events._realtime_event_summary(message)
@@ -1184,8 +405,7 @@ async def _upstream_to_client(
# Agent output, including all event variants.
agent_text = ""
if event_type in {"response.audio_transcript.done", "response.output_audio_transcript.done"}:
# Pass-2 accumulation already retained the original text.
# This sanitized agent_text is only for UI and logs.
# Use the sanitized agent text for UI and logs.
agent_text = (summary.get("text") or "").strip()
if agent_text:
app_logging.logger.info(
+10 -60
View File
@@ -6,7 +6,6 @@ from typing import Any, cast
from vocero_api.core import config as settings
from vocero_api.core import logging as app_logging
from vocero_api.services import tool_context as services_tool_context
VOCERO_USER_CONTEXT_HINT = " Caller profile resolved from the page phoneNumber: "
REPORTS_LIST_HINT = (
@@ -334,8 +333,6 @@ _CONTEXT_DEDUPE_MARKERS: tuple = (
("summary_full", SUMMARY_FULL_MARKER),
("today_fixed", TODAY_BLOCK_MARKER),
("reports_minimal", MINIMAL_REPORTS_MARKER),
("apipilot_tools_list", services_tool_context.APIPILOT_PASS1_LIST_MARKER),
("apipilot_result", services_tool_context.APIPILOT_PASS2_RESULT_MARKER),
)
@@ -971,25 +968,19 @@ def _patch_client_session_update_with_profile(
summary_context_text: str | None = None,
episode_context_text: str | None = None,
profile_obj: Any = None,
apipilot_context_text_pass1: str | None = None,
) -> str:
"""If raw_text is a client session.update JSON and S2S_INJECT_PROFILE is
true, append episode_context_text + user_context_text + (optional) reports_context_text +
(optional) summary_context_text + (optional) apipilot_context_text_pass1 to session.instructions.
(optional) summary_context_text to session.instructions.
Returns the modified JSON string, or the original string unchanged if:
- it is not session.update JSON (the VAST majority of frames -> silent passthrough, NO LOG)
- episode_context_text AND user_context_text AND reports_context_text AND summary_context_text AND apipilot_context_text_pass1 are all empty
- S2S_INJECT_PROFILE is False (but if we have apipilot_context_text_pass1 -> PATCH even if S2S_INJECT_PROFILE=false, tools injection is independent.)
- episode_context_text AND user_context_text AND reports_context_text AND summary_context_text are all empty
- S2S_INJECT_PROFILE is False
- parse fails
2026-09-11: NEW keyword profile_obj. Forwarded to
_augment_instructions_with_profile so the prompt lock can emit the proper-name
anti-anglicization rule for this caller (e.g. Alessandro never Alexander).
2026-09-25: NEW keyword apipilot_context_text_pass1. Injected IN ADDITION so WS
Realtime LLM sees the tools list match description / marker rules (same as the
/api/reasoning HTTP endpoint). Independent gate: even S2S_INJECT_PROFILE=false,
if apipilot_context_text_pass1 has content -> PATCH instructions.
"""
# Step 1: only consider session.update frames. All other frame types
# (response.create, conversation.item.*, audio_* etc.) pass through
@@ -1005,10 +996,9 @@ def _patch_client_session_update_with_profile(
# From here on: we know this is a real session.update (typically emitted
# just once or twice per realtime session). We can log safely — 1 line,
# not 20 repeated lines.
has_apipilot_pass1 = bool((apipilot_context_text_pass1 or "").strip())
if not settings.S2S_INJECT_PROFILE and not has_apipilot_pass1:
if not settings.S2S_INJECT_PROFILE:
app_logging.logger.info(
"[INJECT-PROFILE] ⏭️ WS patch SKIPPED on session.update (S2S_INJECT_PROFILE=false and no apipilot list pass1). "
"[INJECT-PROFILE] ⏭️ WS patch SKIPPED on session.update (S2S_INJECT_PROFILE=false). "
"WS stays pure passthrough."
)
return raw_text
@@ -1016,9 +1006,9 @@ def _patch_client_session_update_with_profile(
has_profile = bool((user_context_text or "").strip())
has_reports = bool((reports_context_text or "").strip())
has_summary = bool((summary_context_text or "").strip())
if not (has_episode or has_profile or has_reports or has_summary or has_apipilot_pass1):
if not (has_episode or has_profile or has_reports or has_summary):
app_logging.logger.info(
"[INJECT-PROFILE] ⏭️ WS patch SKIPPED on session.update (no episode, no profile context, no reports list, no latest summary, no apipilot tools list pass1). "
"[INJECT-PROFILE] ⏭️ WS patch SKIPPED on session.update (no episode, no profile context, no reports list, no latest summary). "
"Probably phoneNumber/episode_id query param missing / fetch failed upstream / "
"endpoints or S2S_LATEST_SUMMARY / S2S_REPORT_LIST returned empty result."
)
@@ -1038,12 +1028,6 @@ def _patch_client_session_update_with_profile(
"[INJECT-REPORTS] profile missing, but REPORTS LIST block loaded. "
"Will inject reports alone into session.update."
)
if has_apipilot_pass1 and not has_profile and not has_episode and not has_reports and not has_summary:
app_logging.logger.info(
"[INJECT-APIPILOT] profile/episode/reports/summary missing, but APIPILOT TOOLS list PASS-1 block loaded (%d chars). "
"Will inject tools list alone into session.update.",
len(apipilot_context_text_pass1) if isinstance(apipilot_context_text_pass1, str) else 0,
)
top_session = payload.get("session")
if not isinstance(top_session, dict):
return raw_text
@@ -1064,22 +1048,10 @@ def _patch_client_session_update_with_profile(
len(current_instructions),
current_instructions,
)
# Append ApiPilot pass-1 tools and marker rules after profile/report/episode/
# summary context, matching /api/reasoning. If a second client session.update
# overwrites instructions without the tool-list marker, append the list again.
already_has_apipilot_pass1 = (
isinstance(current_instructions, str)
and services_tool_context.APIPILOT_PASS1_LIST_MARKER in current_instructions
)
if has_apipilot_pass1 and not already_has_apipilot_pass1:
augmented = (augmented + "\n\n" if augmented.strip() else "") + (
apipilot_context_text_pass1 if isinstance(apipilot_context_text_pass1, str) else ""
)
# Do not skip a tool-list repair even if profile augmentation was unchanged.
if augmented == current_instructions and not (has_apipilot_pass1 and not already_has_apipilot_pass1):
if augmented == current_instructions:
app_logging.logger.info(
"[INJECT-PROFILE] ⏭️ WS patch SKIPPED on session.update (augmented == current; "
"episode/profile already injected or context empty or apipilot same)"
"episode/profile already injected or context empty)"
)
if settings.S2S_DEBUG_PROMPT and augmented.strip():
app_logging.logger.info(
@@ -1091,7 +1063,7 @@ def _patch_client_session_update_with_profile(
top_session["instructions"] = augmented
app_logging.logger.info(
"[INJECT-PROFILE] ✅ WS session.update PATCHED -> upstream instructions. "
"origLen=%d newLen=%d injectedLen=%d episode=%s profile=%s reports=%s summary=%s apipilotPass1=%s(len=%d, wasAlreadyPresent=%s)",
"origLen=%d newLen=%d injectedLen=%d episode=%s profile=%s reports=%s summary=%s",
len(current_instructions),
len(augmented),
(len(augmented) - len(current_instructions)),
@@ -1099,9 +1071,6 @@ def _patch_client_session_update_with_profile(
has_profile,
has_reports,
has_summary,
has_apipilot_pass1,
(len(apipilot_context_text_pass1) if isinstance(apipilot_context_text_pass1, str) else 0),
("true" if already_has_apipilot_pass1 else "false"),
)
if settings.S2S_DEBUG_PROMPT:
app_logging.logger.info(
@@ -1121,25 +1090,6 @@ def _patch_client_session_update_with_profile(
len(reports_context_text.strip()),
reports_context_text.strip(),
)
if (
settings.S2S_DEBUG_PROMPT
and isinstance(apipilot_context_text_pass1, str)
and apipilot_context_text_pass1.strip()
):
app_logging.logger.info(
"[DEBUG-APIPILOT][WS session.update] FULL ApiPilot tools list PASS-1 block (len=%d):\n%s\n",
len(apipilot_context_text_pass1.strip()),
_strip_internal_markers(apipilot_context_text_pass1),
)
# Also log the FINAL upstream instructions when S2S_DEBUG_PROMPT is on and
# this is a session.update (so we see the EXACT text reaching the model even
# when S2S_INJECT_PROFILE is off and no patch happened.)
if (not settings.S2S_INJECT_PROFILE) and settings.S2S_DEBUG_PROMPT and current_instructions.strip():
app_logging.logger.info(
"[DEBUG-PROMPT][WS session.update] FINAL upstream instructions (injectProfile=false, len=%d):\n%s\n",
len(current_instructions),
current_instructions,
)
try:
return json.dumps(payload)
except Exception:
+1 -1
View File
@@ -25,7 +25,7 @@ _CALL = re.compile(r"<<<VOCERO_MCP_CALL:NAME=([A-Za-z0-9_]+),ARGUMENTS=(.*)>>>",
def selection(text: str) -> tuple[str, dict[str, Any]] | None:
"""Use a marker that survives the speech pipeline's ApiPilot sanitizer."""
"""Parse the internal tool selection marker returned by the speech model."""
if "VOCERO_MCP" not in text.upper() and not text.lstrip().startswith("<<<"):
return None
match = _CALL.fullmatch(text.strip())
-256
View File
@@ -11,11 +11,9 @@ from vocero_api.core import config as settings
from vocero_api.core import logging as app_logging
from vocero_api.models import requests as models_requests
from vocero_api.models.responses import ReasoningResponse
from vocero_api.providers import apipilot as providers_apipilot
from vocero_api.providers import caller as providers_caller
from vocero_api.services import context as services_context
from vocero_api.services import mcp_reasoning
from vocero_api.services import tool_context as services_tool_context
def _openai_headers() -> dict[str, str]:
@@ -182,45 +180,6 @@ async def reasoning(req: models_requests.ReasoningRequest, request: Request) ->
app_logging.logger.info(
"[INJECT-SUMMARY] ⏭️ REASONING: latest summary skipped (context empty / upstream returned empty summary / fetch failed.)"
)
# Load dynamic ApiPilot tools before building context, independently of
# S2S_INJECT_PROFILE.
needs_apipilot = bool(settings.S2S_APIPILOT_TOOLS_URL) or bool(settings.S2S_APIPILOT_TOOLS_EXECUTE_URL)
apipilot_tools_pass1: list[dict] = []
apipilot_auth_header: str | None = None
if isinstance(login_token, str) and login_token.strip():
tk = login_token.strip()
if tk.lower().startswith("bearer "):
apipilot_auth_header = tk
else:
apipilot_auth_header = f"Bearer {tk}"
# S2S_LOGIN_BY_PHONE resolves an AquaPortal JWT, used for requires_auth=true
# execution. S2S_APIPILOT_SERVICE_TOKEN overrides it when configured.
if settings.S2S_APIPILOT_SERVICE_TOKEN:
_svc = settings.S2S_APIPILOT_SERVICE_TOKEN.strip()
if _svc:
apipilot_auth_header = f"Bearer {_svc}" if not _svc.lower().startswith("bearer ") else _svc
if needs_apipilot:
try:
apipilot_t0 = providers_apipilot._monotonic_now()
apipilot_tools_pass1 = await providers_apipilot._apipilot_fetch_tools(
auth_header=apipilot_auth_header,
demo_session=None,
force_refresh=False,
)
app_logging.logger.info(
"[APIPILOT] REASONING PASS-1: tool list ready N=%d t=%dms auth=%s",
len(apipilot_tools_pass1),
int((providers_apipilot._monotonic_now() - apipilot_t0) * 1000),
"Y" if apipilot_auth_header else "-",
)
except Exception as exc:
app_logging.logger.warning("[APIPILOT] REASONING: tool-list fetch failed, ignoring: %s", exc)
apipilot_tools_pass1 = []
inject_apipilot_text_pass1 = services_tool_context._resolve_apipilot_reasoning_context_block(
apipilot_tools_pass1,
call_result=None,
)
user_context_parts: list[str] = []
# ─── USER FIX BUG 3: TODAY fixed context block → PREPEND to user_context too
# (the same anti-hallucination block gets prefixed in the SYSTEM instructions
@@ -242,8 +201,6 @@ async def reasoning(req: models_requests.ReasoningRequest, request: Request) ->
user_context_parts.append(inject_reports_text)
if inject_summary_text:
user_context_parts.append(inject_summary_text)
if inject_apipilot_text_pass1:
user_context_parts.append(inject_apipilot_text_pass1)
original_user_context = (req.user_context or "").strip()
if original_user_context:
user_context_parts.append(original_user_context)
@@ -334,18 +291,6 @@ async def reasoning(req: models_requests.ReasoningRequest, request: Request) ->
len(inject_profile_text),
services_context._strip_internal_markers(inject_profile_text),
)
if settings.S2S_DEBUG_PROMPT and inject_apipilot_text_pass1.strip():
app_logging.logger.info(
"[DEBUG-APIPILOT][REASONING augment] FULL ApiPilot tools list block (len=%d):\n%s\n",
len(inject_apipilot_text_pass1),
services_context._strip_internal_markers(inject_apipilot_text_pass1),
)
if needs_apipilot and inject_apipilot_text_pass1.strip():
app_logging.logger.info(
"[INJECT-APIPILOT] REASONING PASS-1: inject tool list (len=%d, Ntools=%d) into instructions and user_context.",
len(inject_apipilot_text_pass1),
len(apipilot_tools_pass1),
)
effective_instructions = services_context._augment_instructions_with_profile(
req.instructions or "",
inject_profile_text,
@@ -354,28 +299,8 @@ async def reasoning(req: models_requests.ReasoningRequest, request: Request) ->
inject_episode_text,
profile_obj=profile_obj,
)
if inject_apipilot_text_pass1.strip():
effective_instructions = (
effective_instructions + "\n\n" if effective_instructions else ""
) + inject_apipilot_text_pass1
else:
effective_instructions = (req.instructions or "").strip()
if inject_apipilot_text_pass1.strip():
app_logging.logger.info(
"[INJECT-APIPILOT] REASONING PASS-1: inject tool list (len=%d, Ntools=%d) into instructions (inject_profile=false).",
len(inject_apipilot_text_pass1),
len(apipilot_tools_pass1),
)
effective_instructions = (
effective_instructions + "\n\n" if effective_instructions else ""
) + inject_apipilot_text_pass1
if settings.S2S_DEBUG_PROMPT and inject_apipilot_text_pass1.strip():
app_logging.logger.info(
"[DEBUG-APIPILOT][REASONING augment] FULL ApiPilot tools list block (len=%d):\n%s\n",
len(inject_apipilot_text_pass1),
services_context._strip_internal_markers(inject_apipilot_text_pass1),
)
# Call the OpenAI-compatible Chat Completions provider.
if not settings.OPENAI_API_KEY:
raise HTTPException(status_code=503, detail="OPENAI_API_KEY no está configurado.")
@@ -385,8 +310,6 @@ async def reasoning(req: models_requests.ReasoningRequest, request: Request) ->
system_parts.append(instructions)
if effective_user_context.strip():
system_parts.append(f"User context:\n{effective_user_context.strip()}")
if inject_apipilot_text_pass1:
system_parts.append(inject_apipilot_text_pass1)
if req.language.strip():
system_parts.append(
"Reply only with the final assistant answer text. "
@@ -474,183 +397,4 @@ async def reasoning(req: models_requests.ReasoningRequest, request: Request) ->
)
raise HTTPException(status_code=502, detail="El servicio de razonamiento de OpenAI no devolvió una respuesta.")
app_logging.logger.info("[Vocero REASONING] engine=OPENAI transcript=%s answer=%s", transcript[:300], answer[:500])
# Capture the ApiPilot marker, execute its tool and run OpenAI pass 2.
tool_name_p1_oai, tool_args_p1_oai = services_tool_context._apipilot_parse_call_marker(answer)
if tool_name_p1_oai:
app_logging.logger.info(
"[APIPILOT-CALL-NAME] USE=OPENAI_PASS2_TRIGGER name=%r argsKeys=%s",
tool_name_p1_oai,
sorted(list((tool_args_p1_oai or {}).keys())),
)
app_logging.logger.info(
"[APIPILOT] REASONING PASS-2 trigger OPENAI marker name=%s args=%s",
tool_name_p1_oai,
json.dumps(tool_args_p1_oai or {}, ensure_ascii=True)[:300],
)
app_logging.logger.info(
"[APIPILOT-CALL-NAME] USE=OPENAI_PASS2_EXEC_HELPER name=%r → forward to _apipilot_execute_tool",
tool_name_p1_oai,
)
tool_env_oai_p1 = await providers_apipilot._apipilot_execute_tool(
auth_header=apipilot_auth_header,
demo_session=None,
name=tool_name_p1_oai,
arguments=tool_args_p1_oai or {},
)
is_tool_err_oai = not bool(tool_env_oai_p1.get("success"))
tool_data_oai = tool_env_oai_p1.get("data")
if isinstance(tool_data_oai, str):
tool_text_oai = tool_data_oai
elif tool_data_oai is None:
tool_text_oai = ""
else:
try:
tool_text_oai = json.dumps(tool_data_oai, ensure_ascii=False, indent=2)
except Exception:
tool_text_oai = str(tool_data_oai)
if is_tool_err_oai and isinstance(tool_env_oai_p1.get("error"), dict):
err_oai = tool_env_oai_p1["error"]
err_oai_head = f"[{err_oai.get('code')}] {err_oai.get('message')}"
tool_text_oai = (err_oai_head + ("\n" + tool_text_oai if tool_text_oai.strip() else "")).strip()
inject_apipilot_pass2_oai = services_tool_context._resolve_apipilot_reasoning_context_block(
[],
call_result={
"name": tool_name_p1_oai,
"text": tool_text_oai,
"error": is_tool_err_oai,
},
)
app_logging.logger.info(
"[APIPILOT] REASONING PASS-2 OPENAI execute name=%s success=%s resultLen=%d → second chat/completions call",
tool_name_p1_oai,
str(not is_tool_err_oai).lower(),
len(tool_text_oai),
)
# Build pass 2 with the same instructions/context structure, replacing
# inject_apipilot_text_pass1 with the result block inject_apipilot_pass2_oai.
user_ctx_oai_2: list[str] = []
if voice_lock_block.strip():
user_ctx_oai_2.append(voice_lock_block)
if today_block.strip():
user_ctx_oai_2.append(today_block)
if inject_episode_text:
user_ctx_oai_2.append(inject_episode_text)
if inject_profile_text:
user_ctx_oai_2.append(inject_profile_text)
if inject_reports_text:
user_ctx_oai_2.append(inject_reports_text)
if inject_summary_text:
user_ctx_oai_2.append(inject_summary_text)
if inject_apipilot_pass2_oai:
user_ctx_oai_2.append(inject_apipilot_pass2_oai)
if original_user_context:
user_ctx_oai_2.append(original_user_context)
user_ctx_oai_2 = services_context._dedup_context_blocks_by_type(user_ctx_oai_2)
stripped_oai_2: list[str] = []
for p in user_ctx_oai_2:
sp = services_context._strip_internal_markers(p)
if sp:
stripped_oai_2.append(sp)
user_ctx_oai_2 = stripped_oai_2
eff_user_ctx_oai_2 = "\n\n".join(user_ctx_oai_2)
if settings.S2S_INJECT_PROFILE:
eff_inst_oai_2 = services_context._augment_instructions_with_profile(
req.instructions or "",
inject_profile_text,
inject_reports_text,
inject_summary_text,
inject_episode_text,
profile_obj=profile_obj,
)
else:
eff_inst_oai_2 = (req.instructions or "").strip()
sys_parts_oai_2: list[str] = []
instr_oai_2 = eff_inst_oai_2 or ((req.instructions or "").strip())
if instr_oai_2:
sys_parts_oai_2.append(instr_oai_2)
if eff_user_ctx_oai_2.strip():
sys_parts_oai_2.append(f"User context:\n{eff_user_ctx_oai_2.strip()}")
if inject_apipilot_pass2_oai:
sys_parts_oai_2.append(inject_apipilot_pass2_oai)
if req.language.strip():
sys_parts_oai_2.append(
"Reply only with the final assistant answer text. "
f"Keep the answer natural and concise in this language: {req.language.strip()}."
)
else:
sys_parts_oai_2.append(
"Reply only with the final assistant answer text. Keep the answer natural and concise."
)
system_msg_oai_2 = "\n\n".join(sys_parts_oai_2)
body_oai_2 = {
"model": settings.OPENAI_REASONING_MODEL,
"messages": [
{"role": "system", "content": system_msg_oai_2},
{"role": "user", "content": transcript},
],
}
if settings.S2S_DEBUG_PROMPT:
app_logging.logger.info(
"[DEBUG-PROMPT][REASONING → OPENAI PASS-2] FULL SYSTEM message (len=%d):\n%s\n",
len(system_msg_oai_2),
system_msg_oai_2,
)
try:
async with httpx.AsyncClient(timeout=30.0) as http_oai2:
resp_oai_2 = await http_oai2.post(
f"{settings.OPENAI_BASE_URL}/chat/completions",
headers=_openai_headers(),
json=body_oai_2,
)
except httpx.RequestError as exc:
app_logging.logger.warning("[EXT][OPENAI PASS-2] unreachable: %r", exc)
raise HTTPException( # noqa: B904
status_code=502,
detail="No se puede conectar con el servicio de razonamiento de OpenAI (segunda pasada).",
)
if resp_oai_2.status_code != 200:
app_logging.logger.warning(
"[EXT][OPENAI PASS-2] failed %s: %s", resp_oai_2.status_code, resp_oai_2.text[:400]
)
raise HTTPException(
status_code=502,
detail=f"La segunda pasada del razonamiento de OpenAI falló ({resp_oai_2.status_code}).",
)
try:
payload_oai_2 = resp_oai_2.json()
except Exception:
app_logging.logger.warning("[EXT][OPENAI PASS-2] invalid JSON: %s", resp_oai_2.text[:400])
raise HTTPException( # noqa: B904
status_code=502,
detail="El servicio de razonamiento de OpenAI devolvió un JSON no válido (segunda pasada).",
)
final_oai_ans = ""
choices_oai_2 = payload_oai_2.get("choices")
if isinstance(choices_oai_2, list) and choices_oai_2:
msg_oai_2 = choices_oai_2[0].get("message") if isinstance(choices_oai_2[0], dict) else None
if isinstance(msg_oai_2, dict):
content_oai_2 = msg_oai_2.get("content")
if isinstance(content_oai_2, str):
final_oai_ans = content_oai_2.strip()
usage_oai_2 = payload_oai_2.get("usage")
if not final_oai_ans:
# Last-resort fallback: raw tool-result text.
app_logging.logger.warning("[EXT][OPENAI PASS-2] empty answer, falling back to raw tool-result text")
final_oai_ans = (tool_text_oai or answer).strip()
final_out_oai: dict = {"answer": final_oai_ans}
if usage_oai_2:
final_out_oai["usage_pass2"] = usage_oai_2
final_out_oai["apipilot_invoked"] = {
"name": tool_name_p1_oai,
"success": not is_tool_err_oai,
"result_length": len(tool_text_oai),
}
app_logging.logger.info(
"[Vocero REASONING] engine=OPENAI PASS-2 transcript=%s finalAnswer=%s apipilot=%s",
transcript[:300],
final_oai_ans[:500],
json.dumps(final_out_oai["apipilot_invoked"], ensure_ascii=True),
)
return validated_json_response(final_out_oai, ReasoningResponse)
# Without a marker, return the original pass-1 answer.
return validated_json_response({"answer": answer}, ReasoningResponse)
@@ -1,629 +0,0 @@
from __future__ import annotations
import json
import re
from typing import cast
from vocero_api.core import logging as app_logging
# ---------------------------------------------------------------------------
# APIPILOT — Reasoning engine integration (two passes)
# ---------------------------------------------------------------------------
# Deduplication/start/end markers used by _classify_context_block to avoid
# injecting a block already supplied by the client or found in base_instructions.
APIPILOT_PASS1_LIST_MARKER = "<<<APIPILOT_TOOLS_LIST_BEGIN>>>"
APIPILOT_PASS2_RESULT_MARKER = "<<<APIPILOT_RESULT:"
# Flow:
# PASS 1: inject {name,description,required,parameters} and marker rules.
# The model matches descriptions and emits the CALL marker.
# PASS 2: capture the marker, execute through S2S_APIPILOT_TOOLS_EXECUTE_URL,
# inject the result text, and request a natural spoken response.
# ---------------------------------------------------------------------------
_APIPILOT_CALL_MARKER_RE = re.compile(
r"[<]{1,3}\s*APIPILOT_CALL:NAME=([A-Za-z0-9_.-]+),ARGUMENTS=(.*?)[>]{1,3}",
re.IGNORECASE | re.DOTALL,
)
# 2026-09-25: observed inverted marker (incorrect LLM syntax):
# >>>APIPILOT_CALL:NAME=tool,ARGUMENTS=json<<<
_APIPILOT_CALL_MARKER_INVERTED_RE = re.compile(
r"[>]{1,3}\s*APIPILOT_CALL:NAME=([A-Za-z0-9_.-]+),ARGUMENTS=(.*?)[<]{1,3}",
re.IGNORECASE | re.DOTALL,
)
def _apipilot_parse_call_marker(answer_text: str, *, defaults: dict | None = None) -> tuple[str | None, dict | None]:
"""Parse the mandatory CALL marker emitted by the LLM in pass 1.
Returns (tool_name, arguments_dict), or (None, None) when no marker exists.
Supports:
(1) ARGUMENTS={"key":"val"}, valid JSON.
(2) ARGUMENTS={}, a valid empty object.
(3) ARGUMENTS= without braces, observed on realtime WebSocket sessions.
(4) key=val,key2=val2 strings through a manual parsing fallback.
(5) After parsing, fill missing required arguments from defaults such as
phone and episode_id.
"""
if not isinstance(answer_text, str) or not answer_text.strip():
app_logging.logger.info("[APIPILOT-CALL-NAME] USE=PARSE_EMPTY_INPUT name=None markerFound=N")
return None, None
m = _APIPILOT_CALL_MARKER_RE.search(answer_text.strip())
inverted = False
if not m:
m = _APIPILOT_CALL_MARKER_INVERTED_RE.search(answer_text.strip())
inverted = bool(m)
if not m:
app_logging.logger.info(
"[APIPILOT-CALL-NAME] USE=PARSE_NO_MATCH name=None markerFound=N textHead=%r", answer_text.strip()[:80]
)
return None, None
name_raw = m.group(1).strip()
args_raw = (m.group(2) if m.lastindex and m.lastindex >= 2 and isinstance(m.group(2), str) else "").strip()
if not name_raw:
app_logging.logger.info(
"[APIPILOT-CALL-NAME] USE=PARSE_EMPTY_NAME name=None markerFound=Y argsRawHead=%r inverted=%s",
args_raw[:60],
("Y" if inverted else "N"),
)
return None, None
app_logging.logger.info(
"[APIPILOT-CALL-NAME] USE=PARSE_MARKER_OK name=%r argsRawLen=%d markerFound=Y inverted=%s",
name_raw,
len(args_raw),
("Y" if inverted else "N"),
)
args: dict = {}
# Parse args_raw into a dict, tolerating common formatting variations.
if args_raw == "" or args_raw in {"{}", "null", "None"}:
args = {}
else:
# Attempt 1: standard JSON, with or without braces.
_candidate = args_raw
try:
args = json.loads(_candidate)
except Exception:
try:
# Attempt 2: supply missing outer braces.
args = json.loads("{" + _candidate + "}")
except Exception:
try:
# Attempt 3: replace single quotes with double quotes.
args = json.loads(_candidate.replace("'", '"'))
except Exception:
try:
# Attempt 4: supply braces and replace single quotes.
args = json.loads("{" + _candidate.replace("'", '"') + "}")
except Exception:
# Manual fallback 5: equals signs and commas.
# Example: args_raw="phone=+56,name=Mario" → dict.
args = {}
for piece in args_raw.split(","):
kv = piece.strip()
if not kv or "=" not in kv:
continue
k, v = kv.split("=", 1)
k = k.strip().strip('"').strip("'")
v = v.strip().strip('"').strip("'")
if k:
args[k] = v
if not isinstance(args, dict):
args = {}
# Stage 2: fill missing arguments from defaults (phone, etc.).
if isinstance(defaults, dict) and defaults:
for dk, dv in defaults.items():
if dk not in args or args[dk] in (None, "", []):
if dv not in (None, "", []):
args[dk] = dv
app_logging.logger.info(
"[APIPILOT-CALL-NAME] USE=PARSE_RETURN_FINAL name=%r finalArgsKeys=%s defaultsApplied=%s",
name_raw,
sorted(list(args.keys())),
("Y" if isinstance(defaults, dict) and defaults else "N"),
)
return name_raw, args
def _resolve_apipilot_reasoning_context_block(
tools_list: list[dict] | None,
*,
call_result: dict | None = None,
context_defaults: dict | None = None,
) -> str:
"""Build the ApiPilot context block for the reasoning prompt.
With call_result=None, pass 1 supplies the tool list and marker syntax
the model must emit when a description matches.
With call_result={'name':str, 'text':str, 'error':bool}, pass 2 injects the
execution result and requests a final spoken/text response for the user.
The optional context_defaults dict adds known default values to pass 1.
The model must use these exact values for required arguments rather than
inventing them. Usually contains {"phone": "+56..."} from inject_phone.
"""
# Pass 2: the tool result is already available.
if isinstance(call_result, dict) and call_result.get("name"):
name = call_result.get("name") or "?"
text = (call_result.get("text") if isinstance(call_result.get("text"), str) else "") or ""
is_err = bool(call_result.get("error"))
status_label = "ERROR" if is_err else "OK"
title = f"<<<APIPILOT_RESULT:STATUS={status_label},NAME={name}>>>"
trailer = (
"Now reinterpret THE RESULT TEXT (above) in clear, concise natural language, "
"exclusively in the user's language (language field; Spanish by default). "
"Do not mention the internal tool or technical details. "
"Respond ONLY with the final content intended for the user."
)
return (
f"{APIPILOT_PASS2_RESULT_MARKER}PASS2>>>\n"
"### Invoked ApiPilot tool result\n"
f"{title}\n"
f"\n```tool-output\n"
f"{text.rstrip() if text.strip() else '(empty output)'}\n"
f"```\n\n"
f"{trailer}\n"
)
# Pass 1: available tools and marker rules.
tools = tools_list if isinstance(tools_list, list) else []
# Limit to 100 tools, although the guide specifies at most 50 for the demo.
tools_cap = tools[:100]
if not tools_cap:
return ""
entries: list[str] = []
for t in tools_cap:
if not isinstance(t, dict):
continue
name = t.get("name") if isinstance(t.get("name"), str) else ""
if not name:
continue
desc = cast(str, t.get("description")) if isinstance(t.get("description"), str) else ""
params = t.get("parameters") if isinstance(t.get("parameters"), dict) else None
requires_auth = bool(t.get("requires_auth"))
required_fields: list[str] = []
if isinstance(params, dict) and isinstance(params.get("required"), list):
required_fields = [str(x) for x in cast(list, params.get("required")) if isinstance(x, str)]
# Limit descriptions to about 500 characters to control prompt size.
desc_cut = desc[:500].rstrip()
if len(desc) > 500:
desc_cut += "…"
snippet = f"- name: {name}\n requires_auth: {('true' if requires_auth else 'false')}"
if required_fields:
snippet += f"\n required_parameters: [{', '.join(required_fields[:40])}]"
if desc_cut:
snippet += f"\n description: {desc_cut}"
entries.append(snippet)
if not entries:
return ""
rule = (
f"{APIPILOT_PASS1_LIST_MARKER}\n"
"### Available dynamic tools (ApiPilot AquaPortal)\n"
"\n"
"Each tool has a `name` field (a unique identifier: do NOT modify it, "
"use camelCase, or translate it) and a `description` describing its use case.\n"
"\n"
"MANDATORY EXECUTION RULES:\n"
"1. If the USER REQUEST (transcript) clearly matches the `description` of "
"EXACTLY one tool below, emit ONLY one line as the FIRST line of YOUR RESPONSE, "
"with this exact syntax:\n"
' <<<APIPILOT_CALL:NAME=tool_name,ARGUMENTS={"parameter1":"value1","parameter2":"value2"}>>>\n'
"2. ARGUMENTS={…} MUST be valid JSON (double quotes, commas, no comments). "
"Include ONLY fields listed in `required_parameters:`, if present.\n"
"3. Add NO text after the marker line: no explanations or previews. The engine "
"will execute the tool and supply its result in a second call.\n"
"4. If NO description matches, emit NO marker and respond normally in Spanish.\n"
"5. If multiple descriptions match, choose the most specific one and use the marker.\n"
"6. 🔴 EXCLUSIVE RESPONSE MODE (HIGHEST priority, mandatory): when using a CALL "
"marker, YOUR ENTIRE RESPONSE MUST CONTAIN ONLY THE MARKER LINE. "
"Write NOTHING BEFORE it: no 'Claro que sí', 'Voy a revisar', "
"'Voy a generar tu briefing', greeting, or transition. "
"Write NOTHING AFTER it: no comments, previews, or explanations. "
"Exactly one line containing the marker. Additional text prevents the engine "
"from recognizing the marker and executing the tool.\n"
"8. INCORRECT examples (NEVER do this):\n"
" 'Claro que sí, ahora ejecuto'\n"
" 'Voy a generar tu briefing ejecutivo personal.'\n"
" 'Claro que sí.\\n<<<APIPILOT_CALL:...>>>'\n"
" '<<<APIPILOT_CALL:...>>>\\nAhora proceso el resultado.'\n"
"9. 🔴 TTS ANTI-LEAK RULES (mandatory, HIGHEST audio priority):\n"
" <<<APIPILOT_CALL:...>>> IS AN INTERNAL SYSTEM SIGNAL and MUST NEVER be spoken,\n"
" read aloud, or synthesized by TTS. When emitting the marker:\n"
" - INTERNAL REASONING (text/transcript) MUST contain the exact marker line.\n"
" - FINAL TTS AUDIO heard by the user MUST contain ONLY this placeholder:\n"
' "Voy a consultar tus datos, un momento por favor."\n'
" - NEVER speak any of these technical terms in final TTS audio:\n"
" APIPILOT, CALL, ARGUMENTS, tool, herramienta, ejecutar, function, function call,\n"
" marcador, marker, even to explain or describe the call.\n"
"\n"
)
# 2026-09-25 known defaults: inject values already resolved from the URL or
# profile, such as phoneNumber, so tool arguments use those exact values.
if isinstance(context_defaults, dict) and context_defaults:
defaults_lines = []
for dk, dv in context_defaults.items():
if dv in (None, "", []):
continue
if isinstance(dv, (dict, list)):
try:
dv_repr = json.dumps(dv, ensure_ascii=False)
except Exception:
dv_repr = str(dv)
else:
dv_repr = str(dv)
defaults_lines.append(f'- {dk} = "{dv_repr}"')
if defaults_lines:
rule += (
"KNOWN DEFAULT VALUES (use these exact values in ARGUMENTS={…} when "
"the corresponding tool lists these names in required_parameters; "
"do not invent, translate, or normalize them):\n"
f"{chr(10).join(defaults_lines)}\n"
"\n"
)
rule += f"Tool list (name / description):\n{chr(10).join(entries)}\n<<<APIPILOT_TOOLS_LIST_END>>>"
return rule
def _sanitize_pass2_internal_context(text: str) -> str:
"""Lightly sanitize the pass-2 block injected into the upstream model.
Unlike _sanitize_text_strip_apipilot_markers, preserve the pass-2 wrapper:
the model needs it to recognize tool data. Limit sanitation to filesystem
path leaks, fragmented marker tokens, and contextual phone leaks.
"""
if not isinstance(text, str) or not text.strip():
return text
# Block 3: Unix/Windows/TRAE path leaks, matching the user-output sanitizer.
import re as _re_pass2
text = _re_pass2.sub(
r"(?i)(?:/[A-Za-z0-9_.\-@~]+){2,}/(?:\.trae[^\s\"']*|workspaceStorage[^\s\"']*|User[^\s\"']*|home[^\s\"']*)",
" ",
text,
)
text = _re_pass2.sub(r"(?i)(?:[A-Z]:)?[\\/](?:Users|home|root|tmp|var|mnt|opt|srv)[\\/][^\s\"']{5,}", " ", text)
text = _re_pass2.sub(r"(?i)(?:\.trae-server|\.trae[^\s\"']{0,40}|workspaceStorage[0-9a-f]+)", " ", text)
text = _re_pass2.sub(r"\s{2,}", " ", text)
# Block 4: fragmented marker leaks, tier 4.
tier4_out_parts: list[str] = []
for _line in text.splitlines(keepends=True):
_orig = _line
_low = _line.lower()
if "apipilot" in _low and (
("call" in _low and "name=" in _low) or ("arguments=" in _low) or ("result" in _low and "pass" in _low)
):
if "<<<" in _line or ">>>" in _line:
_line = _re_pass2.sub(
r"[<]{1,3}\s*APIPILOT_(?:CALL|RESULT)[^<>\n]{0,500}[>]{1,3}",
" ",
_line,
flags=_re_pass2.IGNORECASE,
)
if "apipilot" in _line.lower():
_line = _re_pass2.sub(
r"(?i)\bAPIPILOT(?:_CALL|_RESULT)?\b",
" ",
_line,
)
_line = _re_pass2.sub(
r"(?i)\b(?:NAME|ARGUMENTS|STATUS|REV|PASS2)\s*[:=]",
" ",
_line,
)
tier4_out_parts.append(_line if _line.strip() else _orig)
text = "".join(tier4_out_parts)
text = _re_pass2.sub(r"\s{2,}", " ", text)
return text.strip() if isinstance(text, str) else text
def _sanitize_text_strip_apipilot_markers(
text: str,
*,
placeholder: str | None = None,
) -> str:
"""Remove all internal ApiPilot markers from user-visible chat and TTS text.
Replace pass-1 CALL markers with a Spanish placeholder. Silently remove
pass-2 RESULT markers, their heading, tool-output block and instruction
trailer. These server-only signals must never reach the user.
Args:
text: Text to sanitize.
placeholder: Optional replacement; defaults to the Spanish UI/voice message.
"""
if not isinstance(text, str) or not text:
return text
if placeholder is None:
placeholder = "Voy a consultar tus datos, un momento por favor."
# ================================================================
# Block 1: silently remove pass-2 RESULT markers and wrappers from TTS/UI.
# ================================================================
# (1a) Full pass-2 wrapper first: marker, heading, status, output, trailer.
pass2_full_block_pattern = re.compile(
r"[ \t]*(?:\r?\n|\r)?[ \t]*"
r"<<<APIPILOT_RESULT:PASS2>>>[ \t]*(?:\r?\n|\r)+"
r"###[ \t]+(?:Resultado de la herramienta ApiPilot invocada|Invoked ApiPilot tool result)[ \t]*(?:\r?\n|\r)+"
r"<<<APIPILOT_RESULT:STATUS=[A-Za-z_]+,NAME=[A-Za-z0-9_.-]+>>>[ \t]*(?:\r?\n|\r)*"
r"(?:\r?\n|\r)?"
r"```tool-output[ \t]*(?:\r?\n|\r)?"
r"(?P<tool_body>.*?)"
r"(?:\r?\n|\r)?```[ \t]*(?:\r?\n|\r){0,3}"
r"(?:"
r"(?:Ahora debes reinterpretar EL TEXTO RESULTADO|Now reinterpret THE RESULT TEXT)[\s\S]{0,1200}?"
r"(?:\r?\n|\r){0,2}"
r")?"
r"[ \t]*",
re.IGNORECASE | re.DOTALL,
)
text = pass2_full_block_pattern.sub("", text)
# (1b) Standalone PASS2 markers when the wrapper is incomplete or fragmented.
pass2_marker_pattern = re.compile(
r"[ \t]*(?:\r?\n|\r)?[ \t]*<<<APIPILOT_RESULT(?::PASS2|:STATUS=[A-Za-z_]+,NAME=[A-Za-z0-9_.-]+)?>>>[ \t]*(?:\r?\n|\r)?[ \t]*",
re.IGNORECASE,
)
text = pass2_marker_pattern.sub("", text)
# (1c) Residual Markdown heading after the marker has been removed.
pass2_title_pattern = re.compile(
r"[ \t]*(?:\r?\n|\r)?[ \t]*###[ \t]+(?:Resultado de la herramienta ApiPilot invocada|Invoked ApiPilot tool result)[ \t]*(?:\r?\n|\r)?[ \t]*",
re.IGNORECASE,
)
text = pass2_title_pattern.sub("", text)
# (1d) Standalone tool-output blocks without a PASS2 wrapper.
pass2_codeblock_pattern = re.compile(
r"```tool-output[ \t]*(?:\r?\n|\r)?.*?(?:\r?\n|\r)?```",
re.IGNORECASE | re.DOTALL,
)
text = pass2_codeblock_pattern.sub("", text)
# (1e) Residual instruction trailers missed by the full-wrapper pattern.
pass2_trailer_pattern = re.compile(
r"(?:Ahora debes reinterpretar EL TEXTO RESULTADO[\s\S]{0,1200}?contenido final que le quieres transmitir al usuario|Now reinterpret THE RESULT TEXT[\s\S]{0,1200}?final content intended for the user)\.",
re.IGNORECASE | re.DOTALL,
)
text = pass2_trailer_pattern.sub("", text)
# Broader fallback also handles trailers truncated before their closing text.
pass2_trailer_fallback = re.compile(
r"(?:Ahora debes reinterpretar[\s\S]{0,1500}?(?:al usuario\.|$)|Now reinterpret THE RESULT TEXT[\s\S]{0,1500}?(?:for the user\.|$))",
re.IGNORECASE | re.DOTALL,
)
text = pass2_trailer_fallback.sub("", text)
# Handle residual middle fragments after the trailer's opening was removed.
pass2_trailer_broad = re.compile(
r"(?:en lenguaje natural[\s\S]{0,800}?contenido final que le quieres transmitir al usuario|in clear, concise natural language[\s\S]{0,800}?final content intended for the user)\.?",
re.IGNORECASE | re.DOTALL,
)
text = pass2_trailer_broad.sub("", text)
# ================================================================
# Block 2: pass-1 CALL marker replacement with a Spanish placeholder.
# ================================================================
marker_full_pattern = re.compile(
r"<<<APIPILOT_CALL:NAME=[A-Za-z0-9_.-]+,ARGUMENTS=.*?>>>",
re.IGNORECASE | re.DOTALL,
)
line_wrapped_pattern = re.compile(
r"[ \t]*(?:\r?\n|\r)?[ \t]*<<<APIPILOT_CALL:NAME=[A-Za-z0-9_.-]+,ARGUMENTS=.*?>>>[ \t]*(?:\r?\n|\r)?[ \t]*",
re.IGNORECASE | re.DOTALL,
)
def _replacement_full(_m: re.Match) -> str:
"""Replace standalone or inline markers with the spoken placeholder."""
return placeholder
text = line_wrapped_pattern.sub(_replacement_full, text)
text = marker_full_pattern.sub(_replacement_full, text)
# Remove truncated CALL markers such as <<<APIPILOT_CALL:NAME=tool,ARGS….
trunc_call_pattern = re.compile(
r"<<<APIPILOT_CALL(?::NAME=[A-Za-z0-9_.-]+,?[^>\n]{0,500}?)?>>*",
re.IGNORECASE,
)
text = trunc_call_pattern.sub(_replacement_full, text)
# Make closing brackets optional to remove RESULT markers truncated by TTS,
# such as <<<APIPILOT_RESULT:STATUS=OK,NAM without closing >>>.
trunc_result_pattern = re.compile(
r"<<<APIPILOT_RESULT(?::[A-Za-z0-9_=,:.\- ]{0,800}?)?>?>?>?",
re.IGNORECASE,
)
text = trunc_result_pattern.sub("", text)
# Remove remaining APIPILOT_RESULT fragments after partial sanitation.
trunc_result_residual = re.compile(
r"<{0,3}APIPILOT_RESULT(?::[^\s<]{0,800})?<{0,3}",
re.IGNORECASE,
)
text = trunc_result_residual.sub("", text)
# Collapse whitespace left by pass-2 block removal.
text = re.sub(r"[ \t]{2,}", " ", text)
text = re.sub(r"\n{3,}", "\n\n", text)
# Remove residual trailer fragments and empty parentheses before TTS.
text = re.sub(r"\s*\((?:arriba|above)\)\s*", " ", text, flags=re.IGNORECASE)
text = re.sub(r"\(\s*\)", "", text)
# ================================================================
# Block 3: remove filesystem paths and host information leaked into TTS.
# Match long absolute Unix/Windows/mixed paths and known workspace tokens.
# ================================================================
# (3a) Absolute Unix paths and nested paths with multiple separators.
unix_path_pattern = re.compile(
r"\b(?:/(?:home|tmp|var|root|opt|mnt|media|srv|proc|sys|etc|usr|Users|trae)[/\w@.+\-:#$%^&()[\]{}!~=,]*){2,}[A-Za-z0-9_./\-+@#$%^&()[\]{}!~=,:]*\.(?:txt|md|log|json|csv|pdf|doc|docx|py|js|ts|html|css|sh|yaml|yml|env|conf|cfg|ini|mp3|wav|ogg|png|jpg|jpeg|gif)\b"
r"|"
# Broad fallback for long absolute Unix paths under known directories,
# including paths without extensions; avoid short URLs such as /api/v1.
r"(?:^|\s+|\(|[,.;:!?])(/(?:home|tmp|var|root|opt|mnt|media|srv|proc|sys|etc|usr|Users|trae)[/A-Za-z0-9_\-+@#$%^&()[\]{}!~=,.]{10,})(?=$|\s|\)|[,.;:!?])",
re.IGNORECASE,
)
text = unix_path_pattern.sub("", text)
# (3b) Windows paths with single/double backslashes and mixed separators.
win_path_pattern = re.compile(
r"(?:^|\s|\(|[,.;:])"
r"([A-Za-z]:[\\/]"
r"|(?:[\\/]{1,2}(?:home|Users|Windows|Program|Program\sFiles|ProgramData|Users|trae|AppData)[\\/])"
r"|(?:[\\/]{1,2}\.(?:trae|trae-server|vscode|config|cache)[\\/])"
r")"
r"[A-Za-z0-9_@.+\-:#$%^&()[\]{}!~=,\\/\s]{10,}"
r"(?:\.(?:txt|md|log|json|csv|pdf|doc|docx|py|js|ts|html|css|sh|yaml|yml|env|conf|cfg|ini|mp3|wav|ogg|png|jpg|jpeg|gif))?"
r"(?=$|\s|\)|[,.;:!?])",
re.IGNORECASE,
)
text = win_path_pattern.sub("", text)
# (3c) TRAE workspace tokens, including fragments without complete paths.
trae_leak_tokens = re.compile(
r"\b(?:workspaceStorage|long-text|\.trae-server|\.trae|ckg_server|ai-agent)\b[^\s()'\"`,.]{0,80}",
re.IGNORECASE,
)
text = trae_leak_tokens.sub("", text)
# (3d) Remove long tokens containing mixed separators or many path segments.
mixed_path_pattern = re.compile(
r"(?=\S{0,200})"
r"(?=\S*(?:[/\\].*){5,})"
r"(?:\S{10,})",
re.IGNORECASE,
)
def _mixed_safe(m: re.Match[str]) -> str:
s = m.group(0)
has_slash = "/" in s
has_back = "\\" in s
if (has_slash and has_back) or s.count("/") + s.count("\\") >= 6:
return ""
return s
text = mixed_path_pattern.sub(_mixed_safe, text)
# ================================================================
# Block 4: remove fragmented APIPILOT CALL text from TTS. The upstream
# pipeline (start_pipeline_rag / Qwen3-TTS) can remove <<< >>> and read:
# "APIPILOT CALL name get_user_briefing arguments phone +56912345678"
# The bracketed patterns cannot catch this, so use contextual fallback tiers.
# ================================================================
# Tier 1: full normalized form without braces, through the sentence ending.
call_normalized_full = re.compile(
r"(?:^|\s+|\(|[,.;:!?\"\'])\s*"
r"(?:"
r"APIPILOT[\s_\-]+CALL\s+(?:marker\s+)?(?:de\s+)?(?:señal\s+)?(?:herramienta\s+)?(?:funci[oó]n\s+)?"
r"|marcador\s+APIPILOT(?:\s+CALL)?\s*"
r"|señal\s+de\s+llamada\s+APIPILOT\s*"
r"|llamada\s+(?:a\s+)?(?:la\s+)?(?:herramienta|funci[oó]n)\s+APIPILOT\s*"
r")"
r"(?:\s*(?:con\s+)?(?:identificador|ID|name|nombre)\s*[:=]?\s*[A-Za-z0-9_.-]+)?"
r"(?:\s*(?:y\s+)?(?:con\s+)?(?:argumentos|ARGUMENTS|params|par[áa]metros)\s*[:=]?\s*(?:\{[^{}]{0,800}\}|[\"'][^\"']{0,200}[\"']|[^\s.!,?;]{3,100}(?:\s*[,:]\s*[^\s.!,?;]{3,100})*\s*)?)?"
r"(?:\s*(?:phone|tel[ée]fono|correo|email)\s*[:=]?\s*[+0-9A-Za-z._@\-]{6,50})?"
r"(?=$|\s+|\)|[,.;:!?\"\'])",
re.IGNORECASE,
)
text = call_normalized_full.sub(placeholder, text)
# Tier 2: shortened forms with APIPILOT_CALL or adjacent APIPILOT and CALL.
apipilot_call_token = re.compile(
r"(?:^|\s|\(|[,.;:!?\"\'])\s*"
r"APIPILOT(?:[\s_\-]+CALL|_CALL|\s+llamada|\s+marker)"
r"(?:[^.!,?;\n]{0,600})?"
r"(?=$|\s|\)|[,.;:!?\"\'])",
re.IGNORECASE,
)
text = apipilot_call_token.sub(placeholder, text)
# Tier 3: standalone service tokens in call/name/argument contexts.
service_token_context = re.compile(
r"(?:"
r"ARGUMENTS\s*[:=]\s*(?:\{[^{}]{0,800}\}|[^\s,.;!?]{3,100})"
r"|\barguments\s+(?:de\s+)?(?:la\s+)?(?:llamada|herramienta|funci[oó]n)\b[^\n.]{0,200}"
r")",
re.IGNORECASE,
)
text = service_token_context.sub("", text)
# Tier 4: remove sentences containing APIPILOT with technical call context.
def _apipilot_sentence(m: re.Match[str]) -> str:
sentence = m.group(0)
lowered = sentence.lower()
# Preserve a sentence already containing the Spanish CALL placeholder,
# including any natural text surrounding it.
if "voy a consultar tus datos" in lowered:
return sentence
ctx_kw = (
"name",
"argument",
"arg",
"herramienta",
"tool",
"funci",
"phone",
"tel",
"+56",
"+44",
"marker",
"call",
"llamada",
"señal",
"marcador",
)
if any(k in lowered for k in ctx_kw) and "apipilot" in lowered:
return ""
return sentence
catchall_sentence = re.compile(
r"[^.?!;\n]{0,600}APIPILOT[^.?!;\n]{0,600}[.?!;\n]{0,1}",
re.IGNORECASE,
)
text = catchall_sentence.sub(_apipilot_sentence, text)
# Tier 5: replace any remaining APIPILOT CALL tokens, even without context.
final_apipilot_leak = re.compile(
r"\bAPIPILOT[\s_\-]+CALL\b|\bAPIPILOT_CALL\b",
re.IGNORECASE,
)
text = final_apipilot_leak.sub(placeholder, text)
# Tier 6: remove residual fake/real phone numbers from internal call text.
# Match compact and spaced forms to tolerate TTS normalization.
fake_phone_pattern = re.compile(
r"("
# Compact forms without spaces:
r"\+56912345678"
r"|\+1234567890"
r"|\+447432477433"
r"|56912345678"
r"|1234567890"
r"|447432477433"
# Spaced forms with punctuation:
r"|\+?\s*56\s*[\s\-()]?9\s*[\s\-()]?1\s*[\s\-()]?2\s*[\s\-()]?3\s*[\s\-()]?4\s*[\s\-()]?5\s*[\s\-()]?6\s*[\s\-()]?7\s*[\s\-()]?8"
r"|\+?\s*1\s*[\s\-()]?2\s*[\s\-()]?3\s*[\s\-()]?4\s*[\s\-()]?5\s*[\s\-()]?6\s*[\s\-()]?7\s*[\s\-()]?8\s*[\s\-()]?9\s*[\s\-()]?0"
r"|\+?\s*44\s*[\s\-()]?7\s*[\s\-()]?4\s*[\s\-()]?3\s*[\s\-()]?2\s*[\s\-()]?4\s*[\s\-()]?7\s*[\s\-()]?7\s*[\s\-()]?4\s*[\s\-()]?3\s*[\s\-()]?3"
# Generic labeled forms (English or Spanish phone labels):
r"|phone\s*[:=]\s*[+()\-\s]*[0-9][+()\-\s0-9]{6,}"
r"|tel(?:éfono|efono)?\s*[:=]\s*[+()\-\s]*[0-9][+()\-\s0-9]{6,}"
r")",
re.IGNORECASE,
)
# Strip numbers only from lines with technical call context or the Spanish
# placeholder, indicating that the number belongs to a replaced CALL marker.
lines = text.splitlines(keepends=True)
_phone_ctx = (
"apipilot",
"call",
"arguments",
"marker",
"herramienta",
"funcion",
"función",
"ejecutar",
"llamada",
"marcador",
"señal",
"voy a consultar tus datos",
)
def _phone_line_safe(line: str) -> str:
lowered = line.lower()
has_ctx = any(c in lowered for c in _phone_ctx)
if has_ctx:
# Remove phone numbers in this line (strip also surrounding space)
return fake_phone_pattern.sub(" ", line)
return line
text = "".join(_phone_line_safe(line) for line in lines)
# Collapse whitespace left by marker and path removal.
text = re.sub(r"[ \t]{2,}", " ", text)
text = re.sub(r"\n{3,}", "\n\n", text)
return text.strip()