alvaro
abd03ed07d
Rename the project directories, Python distribution and import package, and npm package. Update launcher, Docker, tooling, tests, lockfiles, and documentation while preserving existing API contracts. Make AGENTS.md self-contained and remove external skill and workflow references.
652 lines
33 KiB
Python
652 lines
33 KiB
Python
from __future__ import annotations
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import json
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import httpx
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from fastapi import HTTPException
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from fastapi.responses import JSONResponse
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from vocero_api.api.responses import validated_json_response
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from vocero_api.core import config as settings
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from vocero_api.core import logging as app_logging
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from vocero_api.models import requests as models_requests
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from vocero_api.models.responses import ReasoningResponse
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from vocero_api.providers import apipilot as providers_apipilot
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from vocero_api.providers import caller as providers_caller
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from vocero_api.services import context as services_context
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from vocero_api.services import tool_context as services_tool_context
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def _openai_headers() -> dict[str, str]:
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if not settings.OPENAI_API_KEY:
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raise RuntimeError("OPENAI_API_KEY is not configured.")
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headers = {
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"Authorization": f"Bearer {settings.OPENAI_API_KEY}",
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"Content-Type": "application/json",
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}
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if settings.OPENAI_ORGANIZATION:
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headers["OpenAI-Organization"] = settings.OPENAI_ORGANIZATION
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if settings.OPENAI_PROJECT:
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headers["OpenAI-Project"] = settings.OPENAI_PROJECT
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return headers
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async def reasoning(req: models_requests.ReasoningRequest) -> JSONResponse:
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if settings.S2S_REASONING_TYPE == "PROXY":
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raise HTTPException(status_code=409, detail="El servicio de razonamiento está deshabilitado en el modo PROXY.")
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transcript = (req.transcript or "").strip()
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if not transcript:
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raise HTTPException(status_code=400, detail="Se requiere el campo transcript.")
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# ── S2S_INJECT_PROFILE: resolve podcast episode + caller profile + reports list + latest summary ──
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# (When S2S_INJECT_PROFILE=false this entire block is a no-op; user_context
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# and instructions are taken verbatim from the request body.)
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inject_episode_text = ""
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inject_profile_text = ""
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inject_reports_text = ""
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inject_summary_text = ""
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phone = (req.phoneNumber or "").strip()
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episode_id = (req.episode_id or "").strip()
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if not settings.S2S_INJECT_PROFILE:
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app_logging.logger.info(
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"[INJECT-PROFILE] ⏭️ REASONING: skipped (S2S_INJECT_PROFILE=false). "
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"Using verbatim request body; no fetch, no augmentation."
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)
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else:
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needs_phone_authed = bool(settings.VOCERO_USER_PHONE_AUTH_URL.strip())
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# 2026-09-11 user fix: remove mass injection of scheduled reports.
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# treats S2S_REPORT_LIST as "need to fetch reports" ONLY when BOTH the URL is
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# configured AND the new opt-in S2S_INJECT_REPORTS flag is true. When
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# S2S_INJECT_REPORTS=false (default) needs_reports stays False here → we skip
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# the branch entirely, no HTTP call, no context string, no prompt bloat.
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needs_reports = bool(settings.S2S_REPORT_LIST.strip()) and settings.S2S_INJECT_REPORTS
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needs_summary = bool(settings.S2S_LATEST_SUMMARY.strip()) or bool(settings.S2S_LATEST_SUMMARY_TEXT)
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needs_login = bool(settings.S2S_LOGIN_BY_PHONE.strip())
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can_inject = needs_phone_authed or needs_reports or needs_summary or needs_login or bool(episode_id)
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if (
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(not needs_phone_authed)
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and (not needs_reports)
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and (not needs_summary)
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and (not needs_login)
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and (not episode_id)
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):
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app_logging.logger.info(
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"[INJECT-PROFILE] ⏭️ REASONING: skipped (VOCERO_USER_PHONE_AUTH_URL, S2S_REPORT_LIST, S2S_LATEST_SUMMARY/S2S_LATEST_SUMMARY_TEXT and S2S_LOGIN_BY_PHONE all empty, AND no episode_id in request; OR S2S_INJECT_REPORTS is false so reports injection is globally disabled). "
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"Set at least one AND set S2S_INJECT_REPORTS=true (if you want scheduled reports) to enable login / fetch episode/profile/reports/summary for REASONING endpoint."
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)
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elif (not phone) and (not needs_reports) and (not episode_id) and (not settings.S2S_LATEST_SUMMARY_TEXT):
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app_logging.logger.info(
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"[INJECT-PROFILE] ⏭️ REASONING: skipped (phoneNumber missing from request body AND no episode_id). "
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"Browser-side issue: check VoiceController passes phoneNumber and/or episode_id in the JSON body. (Note: S2S_REPORT_LIST fetch works even without phone.)"
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)
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elif not can_inject:
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app_logging.logger.info(
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"[INJECT-PROFILE] ⏭️ REASONING: skipped (env for phone empty and no reports/summary/login API and no episode_id)."
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)
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else:
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# ###################################################################
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# 0) Login-by-phone (optional — only if S2S_LOGIN_BY_PHONE env set)
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# Obtains a bearer token that will be forwarded for profile/reports/summary fetches.
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# ###################################################################
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login_token = None
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if settings.S2S_LOGIN_BY_PHONE and phone:
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login_token, _login_resp = await providers_caller._login_by_phone(phone)
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# ###################################################################
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# 0.5) Podcast episode fetch (independent of phone — uses req.episode_id)
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# ###################################################################
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if episode_id:
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if settings.S2S_DEBUG_PROMPT:
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app_logging.logger.info(
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"[INJECT-EPISODE] starting REASONING fetch podcast episode episodeId=%.80s...",
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episode_id,
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)
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episode_raw = await providers_caller._fetch_podcast_episode(episode_id)
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inject_episode_text = services_context._resolve_episode_context(episode_raw)
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if inject_episode_text.strip():
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app_logging.logger.info(
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"[INJECT-EPISODE] ✅ REASONING: PODCAST EPISODE READY episodeId=%.80s wrappedLen=%d -> augmenting instructions + user_context before sending upstream.",
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episode_id,
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len(inject_episode_text),
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)
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else:
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app_logging.logger.info(
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"[INJECT-EPISODE] ⏭️ REASONING: episode skipped (context empty / upstream returned empty / fetch failed)."
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)
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# ###################################################################
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# 1) Profile fetch (optional — only if env is configured)
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# ###################################################################
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if needs_phone_authed and phone:
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profile_obj = await providers_caller._fetch_user_profile_for_phone(phone, auth_token=login_token)
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inject_profile_text = services_context._resolve_user_context_text(phone, profile_obj, loaded=True)
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if inject_profile_text.strip():
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app_logging.logger.info(
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"[INJECT-PROFILE] ✅ REASONING: profile READY phoneLen=%d contextLen=%d -> augmenting instructions + user_context before sending upstream.",
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len(phone),
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len(inject_profile_text),
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)
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else:
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app_logging.logger.info(
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"[INJECT-PROFILE] ⏭️ REASONING: profile fetch OK but resolved context empty."
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)
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# ###################################################################
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# 1.5) Scheduled reports / podcast scripts list (optional — S2S_REPORT_LIST)
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# ###################################################################
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if needs_reports:
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if settings.S2S_DEBUG_PROMPT:
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app_logging.logger.info(
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"[INJECT-REPORTS] starting REASONING fetch S2S_REPORT_LIST (phoneLen=%s, bearer=%s)...",
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len(phone) if phone else "none",
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"yes" if login_token else "no",
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)
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reports_raw = await providers_caller._fetch_reports_list(
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phone_number=phone if phone else None, auth_token=login_token
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)
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inject_reports_text = services_context._resolve_reports_context(reports_raw)
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if inject_reports_text.strip():
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app_logging.logger.info(
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"[INJECT-REPORTS] ✅ REASONING: reports list READY wrappedLen=%d -> augmenting instructions + user_context before sending upstream.",
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len(inject_reports_text),
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)
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else:
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app_logging.logger.info(
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"[INJECT-REPORTS] ⏭️ REASONING: reports list skipped (context empty / upstream returned empty list / fetch failed)."
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)
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# ###################################################################
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# 2) Latest summary fetch (optional — only if env is configured)
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# ###################################################################
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if needs_summary and (phone or settings.S2S_LATEST_SUMMARY_TEXT):
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if settings.S2S_DEBUG_PROMPT:
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app_logging.logger.info(
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"[INJECT-SUMMARY] starting REASONING fetch (reasoning summary... S2S_LATEST_SUMMARY=%s S2S_LATEST_SUMMARY_TEXT=%s phoneLen=%s.",
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bool(settings.S2S_LATEST_SUMMARY),
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bool(settings.S2S_LATEST_SUMMARY_TEXT),
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len(phone) if phone else "none",
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)
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latest_summary_raw = await providers_caller._fetch_latest_summary_for_phone(
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phone, auth_token=login_token
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)
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inject_summary_text = services_context._resolve_latest_summary_context(latest_summary_raw)
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if inject_summary_text.strip():
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app_logging.logger.info(
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"[INJECT-SUMMARY] ✅ REASONING: latest summary READY phoneLen=%s summaryTextOverride=%s wrappedLen=%d -> augmenting instructions + user_context before sending upstream.",
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len(phone) if phone else "none",
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bool(settings.S2S_LATEST_SUMMARY_TEXT),
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len(inject_summary_text),
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)
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else:
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app_logging.logger.info(
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"[INJECT-SUMMARY] ⏭️ REASONING: latest summary skipped (context empty / upstream returned empty summary / fetch failed.)"
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)
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# Load dynamic ApiPilot tools before building context, independently of
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# S2S_INJECT_PROFILE.
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needs_apipilot = bool(settings.S2S_APIPILOT_TOOLS_URL) or bool(settings.S2S_APIPILOT_TOOLS_EXECUTE_URL)
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apipilot_tools_pass1: list[dict] = []
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apipilot_auth_header: str | None = None
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if isinstance(login_token, str) and login_token.strip():
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tk = login_token.strip()
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if tk.lower().startswith("bearer "):
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apipilot_auth_header = tk
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else:
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apipilot_auth_header = f"Bearer {tk}"
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# S2S_LOGIN_BY_PHONE resolves an AquaPortal JWT, used for requires_auth=true
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# execution. S2S_APIPILOT_SERVICE_TOKEN overrides it when configured.
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if settings.S2S_APIPILOT_SERVICE_TOKEN:
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_svc = settings.S2S_APIPILOT_SERVICE_TOKEN.strip()
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if _svc:
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apipilot_auth_header = f"Bearer {_svc}" if not _svc.lower().startswith("bearer ") else _svc
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if needs_apipilot:
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try:
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apipilot_t0 = providers_apipilot._monotonic_now()
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apipilot_tools_pass1 = await providers_apipilot._apipilot_fetch_tools(
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auth_header=apipilot_auth_header,
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demo_session=None,
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force_refresh=False,
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)
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app_logging.logger.info(
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"[APIPILOT] REASONING PASS-1: tool list ready N=%d t=%dms auth=%s",
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len(apipilot_tools_pass1),
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int((providers_apipilot._monotonic_now() - apipilot_t0) * 1000),
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"Y" if apipilot_auth_header else "-",
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)
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except Exception as exc:
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app_logging.logger.warning("[APIPILOT] REASONING: tool-list fetch failed, ignoring: %s", exc)
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apipilot_tools_pass1 = []
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inject_apipilot_text_pass1 = services_tool_context._resolve_apipilot_reasoning_context_block(
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apipilot_tools_pass1,
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call_result=None,
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)
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user_context_parts: list[str] = []
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# ─── USER FIX BUG 3: TODAY fixed context block → PREPEND to user_context too
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# (the same anti-hallucination block gets prefixed in the SYSTEM instructions
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# path via _augment_instructions_with_profile; we also prepend here so the
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# OPENAI/ANYSCALE messages[] array (where caller context is user_message[0])
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# ALSO gets the same guard.)
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# ─── USER FIX 2026-09-11 HALLUCINATION: voice_lock_block FIRST position
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voice_lock_block = services_context._build_voice_rules_head_lock_block(profile=profile_obj)
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if voice_lock_block.strip():
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user_context_parts.append(voice_lock_block)
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today_block = services_context._build_today_fixed_context_block()
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if today_block.strip():
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user_context_parts.append(today_block)
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if inject_episode_text:
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user_context_parts.append(inject_episode_text)
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if inject_profile_text:
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user_context_parts.append(inject_profile_text)
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if inject_reports_text:
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user_context_parts.append(inject_reports_text)
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if inject_summary_text:
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user_context_parts.append(inject_summary_text)
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if inject_apipilot_text_pass1:
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user_context_parts.append(inject_apipilot_text_pass1)
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original_user_context = (req.user_context or "").strip()
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if original_user_context:
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user_context_parts.append(original_user_context)
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user_context_parts = services_context._dedup_context_blocks_by_type(user_context_parts)
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if original_user_context:
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server_injected_types_in_client_ctx: set = set()
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for part in user_context_parts:
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if original_user_context and (part or "").strip() == original_user_context:
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continue
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tid = services_context._classify_context_block(part)
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if tid is None:
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continue
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for marker_tid, marker in services_context._CONTEXT_DEDUPE_MARKERS:
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if marker_tid == tid and marker and marker in original_user_context:
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server_injected_types_in_client_ctx.add(tid)
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break
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if server_injected_types_in_client_ctx:
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new_parts: list[str] = []
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for part in user_context_parts:
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if (part or "").strip() == original_user_context:
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new_parts.append(part)
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continue
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tid = services_context._classify_context_block(part)
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if tid in server_injected_types_in_client_ctx:
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continue
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new_parts.append(part)
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if settings.S2S_DEBUG_PROMPT and new_parts != user_context_parts:
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app_logging.logger.info(
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"[INJECT-DEDUPE] dropped server-injected profile/episode/reports/summary because the same block type was already present in req.user_context client-side context=%s kept=%d",
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", ".join(sorted(server_injected_types_in_client_ctx)),
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len(new_parts),
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)
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user_context_parts = new_parts
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# ─── 2026-09-11 MARKER LEAK GUARD: strip invisible internal sentinels from EACH part.
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stripped_parts: list[str] = []
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for p in user_context_parts:
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sp = services_context._strip_internal_markers(p)
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if sp:
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stripped_parts.append(sp)
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user_context_parts = stripped_parts
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effective_user_context = "\n\n".join(user_context_parts)
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if settings.S2S_INJECT_PROFILE:
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any_injected = bool(inject_episode_text or inject_profile_text or inject_reports_text or inject_summary_text)
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if any_injected:
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app_logging.logger.info(
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"[INJECT-PROFILE] REASONING user_context final parts=%d serverEpisodeLen=%d serverProfileLen=%d serverReportsLen=%d serverSummaryLen=%d browserUserCtxLen=%d joinedLen=%d",
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len(user_context_parts),
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len(inject_episode_text),
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len(inject_profile_text),
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len(inject_reports_text),
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len(inject_summary_text),
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len(original_user_context),
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len(effective_user_context),
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)
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if settings.S2S_DEBUG_PROMPT and voice_lock_block.strip():
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app_logging.logger.info(
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"[DEBUG-VOICELOCK][REASONING augment] FULL voice lock block (len=%d):\n%s\n",
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len(voice_lock_block),
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services_context._strip_internal_markers(voice_lock_block),
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)
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if settings.S2S_DEBUG_PROMPT and inject_episode_text.strip():
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app_logging.logger.info(
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"[DEBUG-EPISODE][REASONING augment] FULL podcast episode block (len=%d):\n%s\n",
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len(inject_episode_text),
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services_context._strip_internal_markers(inject_episode_text),
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)
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if settings.S2S_DEBUG_PROMPT and today_block.strip():
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app_logging.logger.info(
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"[DEBUG-TODAY][REASONING augment] FULL today block (len=%d):\n%s\n",
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len(today_block),
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services_context._strip_internal_markers(today_block),
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)
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if settings.S2S_DEBUG_PROMPT and inject_reports_text.strip():
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app_logging.logger.info(
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"[DEBUG-REPORTS][REASONING augment] FULL reports list block (len=%d):\n%s\n",
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len(inject_reports_text),
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services_context._strip_internal_markers(inject_reports_text),
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)
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if settings.S2S_DEBUG_PROMPT and inject_summary_text.strip():
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app_logging.logger.info(
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"[DEBUG-SUMMARY][REASONING augment] FULL latest summary block (len=%d):\n%s\n",
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len(inject_summary_text),
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services_context._strip_internal_markers(inject_summary_text),
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)
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if settings.S2S_DEBUG_PROMPT and inject_profile_text.strip():
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app_logging.logger.info(
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"[DEBUG-PROFILE][REASONING augment] FULL profile block (len=%d):\n%s\n",
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len(inject_profile_text),
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services_context._strip_internal_markers(inject_profile_text),
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)
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if settings.S2S_DEBUG_PROMPT and inject_apipilot_text_pass1.strip():
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app_logging.logger.info(
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"[DEBUG-APIPILOT][REASONING augment] FULL ApiPilot tools list block (len=%d):\n%s\n",
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len(inject_apipilot_text_pass1),
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services_context._strip_internal_markers(inject_apipilot_text_pass1),
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)
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if needs_apipilot and inject_apipilot_text_pass1.strip():
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app_logging.logger.info(
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"[INJECT-APIPILOT] REASONING PASS-1: inject tool list (len=%d, Ntools=%d) into instructions and user_context.",
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len(inject_apipilot_text_pass1),
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len(apipilot_tools_pass1),
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)
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effective_instructions = services_context._augment_instructions_with_profile(
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req.instructions or "",
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inject_profile_text,
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inject_reports_text,
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inject_summary_text,
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inject_episode_text,
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profile_obj=profile_obj,
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)
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if inject_apipilot_text_pass1.strip():
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effective_instructions = (
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effective_instructions + "\n\n" if effective_instructions else ""
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) + inject_apipilot_text_pass1
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else:
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effective_instructions = (req.instructions or "").strip()
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if inject_apipilot_text_pass1.strip():
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app_logging.logger.info(
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"[INJECT-APIPILOT] REASONING PASS-1: inject tool list (len=%d, Ntools=%d) into instructions (inject_profile=false).",
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len(inject_apipilot_text_pass1),
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len(apipilot_tools_pass1),
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)
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effective_instructions = (
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effective_instructions + "\n\n" if effective_instructions else ""
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) + inject_apipilot_text_pass1
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if settings.S2S_DEBUG_PROMPT and inject_apipilot_text_pass1.strip():
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app_logging.logger.info(
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"[DEBUG-APIPILOT][REASONING augment] FULL ApiPilot tools list block (len=%d):\n%s\n",
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len(inject_apipilot_text_pass1),
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services_context._strip_internal_markers(inject_apipilot_text_pass1),
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)
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# Call the OpenAI-compatible Chat Completions provider.
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if not settings.OPENAI_API_KEY:
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raise HTTPException(status_code=503, detail="OPENAI_API_KEY no está configurado.")
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system_parts = []
|
|
instructions = effective_instructions or ((req.instructions or "").strip())
|
|
if instructions:
|
|
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. "
|
|
f"Keep the answer natural and concise in this language: {req.language.strip()}."
|
|
)
|
|
else:
|
|
system_parts.append("Reply only with the final assistant answer text. Keep the answer natural and concise.")
|
|
app_logging.logger.info(
|
|
"[INJECT-PROFILE] REASONING->OPENAI system message parts=%d instructionsLen=%d userCtxLen=%d phoneLen=%d episodeIdLen=%d",
|
|
len(system_parts),
|
|
len(effective_instructions),
|
|
len(effective_user_context),
|
|
len(phone),
|
|
len(episode_id),
|
|
)
|
|
system_msg = "\n\n".join(system_parts)
|
|
body = {
|
|
"model": settings.OPENAI_REASONING_MODEL,
|
|
"messages": [
|
|
{"role": "system", "content": system_msg},
|
|
{"role": "user", "content": transcript},
|
|
],
|
|
}
|
|
if settings.S2S_DEBUG_PROMPT:
|
|
app_logging.logger.info(
|
|
"[DEBUG-PROMPT][REASONING → OPENAI] FULL SYSTEM message (len=%d):\n%s\n",
|
|
len(system_msg),
|
|
system_msg,
|
|
)
|
|
app_logging.logger.info(
|
|
"[DEBUG-PROMPT][REASONING → OPENAI] USER transcript (len=%d):\n%s\n",
|
|
len(transcript),
|
|
transcript,
|
|
)
|
|
app_logging.logger.debug(
|
|
"[EXT][OPENAI] reasoning POST %s/chat/completions model=%s systemLen=%d transcriptLen=%d language=%s",
|
|
settings.OPENAI_BASE_URL,
|
|
settings.OPENAI_REASONING_MODEL,
|
|
len(system_parts[0]) if system_parts else 0,
|
|
len(transcript),
|
|
(req.language or "")[:20] or "auto",
|
|
)
|
|
try:
|
|
async with httpx.AsyncClient(timeout=30.0) as http:
|
|
resp = await http.post(
|
|
f"{settings.OPENAI_BASE_URL}/chat/completions",
|
|
headers=_openai_headers(),
|
|
json=body,
|
|
)
|
|
except httpx.RequestError as exc:
|
|
app_logging.logger.warning("OpenAI reasoning unreachable: %r", exc)
|
|
raise HTTPException(status_code=502, detail="No se puede conectar con el servicio de razonamiento de OpenAI.") # noqa: B904
|
|
app_logging.logger.debug(
|
|
"[EXT][OPENAI] reasoning RESP status=%s len=%dB",
|
|
resp.status_code,
|
|
len(resp.content or b""),
|
|
)
|
|
if resp.status_code != 200:
|
|
app_logging.logger.warning("OpenAI reasoning failed %s: %s", resp.status_code, resp.text[:400])
|
|
raise HTTPException(status_code=502, detail=f"El razonamiento de OpenAI falló ({resp.status_code}).")
|
|
try:
|
|
payload = resp.json()
|
|
except Exception:
|
|
app_logging.logger.warning("OpenAI reasoning returned invalid JSON: %s", resp.text[:400])
|
|
raise HTTPException(status_code=502, detail="El servicio de razonamiento de OpenAI devolvió un JSON no válido.") # noqa: B904
|
|
answer = ""
|
|
choices = payload.get("choices")
|
|
if isinstance(choices, list) and choices:
|
|
message = choices[0].get("message") if isinstance(choices[0], dict) else None
|
|
if isinstance(message, dict):
|
|
content = message.get("content")
|
|
if isinstance(content, str):
|
|
answer = content.strip()
|
|
usage = payload.get("usage")
|
|
if isinstance(usage, dict):
|
|
app_logging.logger.debug(
|
|
"[EXT][OPENAI] reasoning USAGE prompt=%d completion=%d total=%d",
|
|
usage.get("prompt_tokens", 0),
|
|
usage.get("completion_tokens", 0),
|
|
usage.get("total_tokens", 0),
|
|
)
|
|
if not answer:
|
|
app_logging.logger.warning(
|
|
"OpenAI reasoning returned empty answer: %s", json.dumps(payload, ensure_ascii=True)[:800]
|
|
)
|
|
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)
|