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:
@@ -6,7 +6,6 @@ from typing import Any, cast
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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.services import tool_context as services_tool_context
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VOCERO_USER_CONTEXT_HINT = " Caller profile resolved from the page phoneNumber: "
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REPORTS_LIST_HINT = (
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@@ -334,8 +333,6 @@ _CONTEXT_DEDUPE_MARKERS: tuple = (
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("summary_full", SUMMARY_FULL_MARKER),
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("today_fixed", TODAY_BLOCK_MARKER),
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("reports_minimal", MINIMAL_REPORTS_MARKER),
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("apipilot_tools_list", services_tool_context.APIPILOT_PASS1_LIST_MARKER),
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("apipilot_result", services_tool_context.APIPILOT_PASS2_RESULT_MARKER),
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)
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@@ -971,25 +968,19 @@ def _patch_client_session_update_with_profile(
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summary_context_text: str | None = None,
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episode_context_text: str | None = None,
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profile_obj: Any = None,
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apipilot_context_text_pass1: str | None = None,
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) -> str:
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"""If raw_text is a client session.update JSON and S2S_INJECT_PROFILE is
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true, append episode_context_text + user_context_text + (optional) reports_context_text +
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(optional) summary_context_text + (optional) apipilot_context_text_pass1 to session.instructions.
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(optional) summary_context_text to session.instructions.
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Returns the modified JSON string, or the original string unchanged if:
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- it is not session.update JSON (the VAST majority of frames -> silent passthrough, NO LOG)
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- episode_context_text AND user_context_text AND reports_context_text AND summary_context_text AND apipilot_context_text_pass1 are all empty
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- S2S_INJECT_PROFILE is False (but if we have apipilot_context_text_pass1 -> PATCH even if S2S_INJECT_PROFILE=false, tools injection is independent.)
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- episode_context_text AND user_context_text AND reports_context_text AND summary_context_text are all empty
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- S2S_INJECT_PROFILE is False
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- parse fails
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2026-09-11: NEW keyword profile_obj. Forwarded to
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_augment_instructions_with_profile so the prompt lock can emit the proper-name
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anti-anglicization rule for this caller (e.g. Alessandro never Alexander).
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2026-09-25: NEW keyword apipilot_context_text_pass1. Injected IN ADDITION so WS
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Realtime LLM sees the tools list match description / marker rules (same as the
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/api/reasoning HTTP endpoint). Independent gate: even S2S_INJECT_PROFILE=false,
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if apipilot_context_text_pass1 has content -> PATCH instructions.
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"""
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# Step 1: only consider session.update frames. All other frame types
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# (response.create, conversation.item.*, audio_* etc.) pass through
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@@ -1005,10 +996,9 @@ def _patch_client_session_update_with_profile(
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# From here on: we know this is a real session.update (typically emitted
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# just once or twice per realtime session). We can log safely — 1 line,
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# not 20 repeated lines.
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has_apipilot_pass1 = bool((apipilot_context_text_pass1 or "").strip())
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if not settings.S2S_INJECT_PROFILE and not has_apipilot_pass1:
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if not settings.S2S_INJECT_PROFILE:
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app_logging.logger.info(
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"[INJECT-PROFILE] ⏭️ WS patch SKIPPED on session.update (S2S_INJECT_PROFILE=false and no apipilot list pass1). "
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"[INJECT-PROFILE] ⏭️ WS patch SKIPPED on session.update (S2S_INJECT_PROFILE=false). "
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"WS stays pure passthrough."
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)
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return raw_text
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@@ -1016,9 +1006,9 @@ def _patch_client_session_update_with_profile(
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has_profile = bool((user_context_text or "").strip())
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has_reports = bool((reports_context_text or "").strip())
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has_summary = bool((summary_context_text or "").strip())
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if not (has_episode or has_profile or has_reports or has_summary or has_apipilot_pass1):
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if not (has_episode or has_profile or has_reports or has_summary):
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app_logging.logger.info(
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"[INJECT-PROFILE] ⏭️ WS patch SKIPPED on session.update (no episode, no profile context, no reports list, no latest summary, no apipilot tools list pass1). "
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"[INJECT-PROFILE] ⏭️ WS patch SKIPPED on session.update (no episode, no profile context, no reports list, no latest summary). "
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"Probably phoneNumber/episode_id query param missing / fetch failed upstream / "
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"endpoints or S2S_LATEST_SUMMARY / S2S_REPORT_LIST returned empty result."
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)
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@@ -1038,12 +1028,6 @@ def _patch_client_session_update_with_profile(
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"[INJECT-REPORTS] profile missing, but REPORTS LIST block loaded. "
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"Will inject reports alone into session.update."
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)
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if has_apipilot_pass1 and not has_profile and not has_episode and not has_reports and not has_summary:
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app_logging.logger.info(
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"[INJECT-APIPILOT] profile/episode/reports/summary missing, but APIPILOT TOOLS list PASS-1 block loaded (%d chars). "
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"Will inject tools list alone into session.update.",
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len(apipilot_context_text_pass1) if isinstance(apipilot_context_text_pass1, str) else 0,
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)
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top_session = payload.get("session")
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if not isinstance(top_session, dict):
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return raw_text
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@@ -1064,22 +1048,10 @@ def _patch_client_session_update_with_profile(
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len(current_instructions),
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current_instructions,
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)
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# Append ApiPilot pass-1 tools and marker rules after profile/report/episode/
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# summary context, matching /api/reasoning. If a second client session.update
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# overwrites instructions without the tool-list marker, append the list again.
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already_has_apipilot_pass1 = (
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isinstance(current_instructions, str)
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and services_tool_context.APIPILOT_PASS1_LIST_MARKER in current_instructions
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)
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if has_apipilot_pass1 and not already_has_apipilot_pass1:
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augmented = (augmented + "\n\n" if augmented.strip() else "") + (
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apipilot_context_text_pass1 if isinstance(apipilot_context_text_pass1, str) else ""
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)
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# Do not skip a tool-list repair even if profile augmentation was unchanged.
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if augmented == current_instructions and not (has_apipilot_pass1 and not already_has_apipilot_pass1):
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if augmented == current_instructions:
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app_logging.logger.info(
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"[INJECT-PROFILE] ⏭️ WS patch SKIPPED on session.update (augmented == current; "
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"episode/profile already injected or context empty or apipilot same)"
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"episode/profile already injected or context empty)"
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)
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if settings.S2S_DEBUG_PROMPT and augmented.strip():
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app_logging.logger.info(
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@@ -1091,7 +1063,7 @@ def _patch_client_session_update_with_profile(
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top_session["instructions"] = augmented
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app_logging.logger.info(
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"[INJECT-PROFILE] ✅ WS session.update PATCHED -> upstream instructions. "
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"origLen=%d newLen=%d injectedLen=%d episode=%s profile=%s reports=%s summary=%s apipilotPass1=%s(len=%d, wasAlreadyPresent=%s)",
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"origLen=%d newLen=%d injectedLen=%d episode=%s profile=%s reports=%s summary=%s",
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len(current_instructions),
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len(augmented),
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(len(augmented) - len(current_instructions)),
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@@ -1099,9 +1071,6 @@ def _patch_client_session_update_with_profile(
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has_profile,
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has_reports,
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has_summary,
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has_apipilot_pass1,
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(len(apipilot_context_text_pass1) if isinstance(apipilot_context_text_pass1, str) else 0),
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("true" if already_has_apipilot_pass1 else "false"),
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)
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if settings.S2S_DEBUG_PROMPT:
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app_logging.logger.info(
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@@ -1121,25 +1090,6 @@ def _patch_client_session_update_with_profile(
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len(reports_context_text.strip()),
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reports_context_text.strip(),
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)
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if (
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settings.S2S_DEBUG_PROMPT
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and isinstance(apipilot_context_text_pass1, str)
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and apipilot_context_text_pass1.strip()
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):
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app_logging.logger.info(
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"[DEBUG-APIPILOT][WS session.update] FULL ApiPilot tools list PASS-1 block (len=%d):\n%s\n",
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len(apipilot_context_text_pass1.strip()),
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_strip_internal_markers(apipilot_context_text_pass1),
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)
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# Also log the FINAL upstream instructions when S2S_DEBUG_PROMPT is on and
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# this is a session.update (so we see the EXACT text reaching the model even
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# when S2S_INJECT_PROFILE is off and no patch happened.)
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if (not settings.S2S_INJECT_PROFILE) and settings.S2S_DEBUG_PROMPT and current_instructions.strip():
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app_logging.logger.info(
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"[DEBUG-PROMPT][WS session.update] FINAL upstream instructions (injectProfile=false, len=%d):\n%s\n",
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len(current_instructions),
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current_instructions,
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)
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try:
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return json.dumps(payload)
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except Exception:
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@@ -25,7 +25,7 @@ _CALL = re.compile(r"<<<VOCERO_MCP_CALL:NAME=([A-Za-z0-9_]+),ARGUMENTS=(.*)>>>",
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def selection(text: str) -> tuple[str, dict[str, Any]] | None:
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"""Use a marker that survives the speech pipeline's ApiPilot sanitizer."""
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"""Parse the internal tool selection marker returned by the speech model."""
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if "VOCERO_MCP" not in text.upper() and not text.lstrip().startswith("<<<"):
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return None
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match = _CALL.fullmatch(text.strip())
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@@ -11,11 +11,9 @@ 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 mcp_reasoning
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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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@@ -182,45 +180,6 @@ async def reasoning(req: models_requests.ReasoningRequest, request: Request) ->
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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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@@ -242,8 +201,6 @@ async def reasoning(req: models_requests.ReasoningRequest, request: Request) ->
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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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@@ -334,18 +291,6 @@ async def reasoning(req: models_requests.ReasoningRequest, request: Request) ->
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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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@@ -354,28 +299,8 @@ async def reasoning(req: models_requests.ReasoningRequest, request: Request) ->
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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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@@ -385,8 +310,6 @@ async def reasoning(req: models_requests.ReasoningRequest, request: Request) ->
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system_parts.append(instructions)
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if effective_user_context.strip():
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system_parts.append(f"User context:\n{effective_user_context.strip()}")
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if inject_apipilot_text_pass1:
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system_parts.append(inject_apipilot_text_pass1)
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if req.language.strip():
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system_parts.append(
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"Reply only with the final assistant answer text. "
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@@ -474,183 +397,4 @@ async def reasoning(req: models_requests.ReasoningRequest, request: Request) ->
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)
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raise HTTPException(status_code=502, detail="El servicio de razonamiento de OpenAI no devolvió una respuesta.")
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app_logging.logger.info("[Vocero REASONING] engine=OPENAI transcript=%s answer=%s", transcript[:300], answer[:500])
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# Capture the ApiPilot marker, execute its tool and run OpenAI pass 2.
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tool_name_p1_oai, tool_args_p1_oai = services_tool_context._apipilot_parse_call_marker(answer)
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if tool_name_p1_oai:
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app_logging.logger.info(
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"[APIPILOT-CALL-NAME] USE=OPENAI_PASS2_TRIGGER name=%r argsKeys=%s",
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tool_name_p1_oai,
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sorted(list((tool_args_p1_oai or {}).keys())),
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)
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app_logging.logger.info(
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"[APIPILOT] REASONING PASS-2 trigger OPENAI marker name=%s args=%s",
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tool_name_p1_oai,
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json.dumps(tool_args_p1_oai or {}, ensure_ascii=True)[:300],
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)
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app_logging.logger.info(
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"[APIPILOT-CALL-NAME] USE=OPENAI_PASS2_EXEC_HELPER name=%r → forward to _apipilot_execute_tool",
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tool_name_p1_oai,
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)
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tool_env_oai_p1 = await providers_apipilot._apipilot_execute_tool(
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auth_header=apipilot_auth_header,
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demo_session=None,
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name=tool_name_p1_oai,
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arguments=tool_args_p1_oai or {},
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)
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is_tool_err_oai = not bool(tool_env_oai_p1.get("success"))
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tool_data_oai = tool_env_oai_p1.get("data")
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if isinstance(tool_data_oai, str):
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tool_text_oai = tool_data_oai
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elif tool_data_oai is None:
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tool_text_oai = ""
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else:
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try:
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tool_text_oai = json.dumps(tool_data_oai, ensure_ascii=False, indent=2)
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except Exception:
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tool_text_oai = str(tool_data_oai)
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if is_tool_err_oai and isinstance(tool_env_oai_p1.get("error"), dict):
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err_oai = tool_env_oai_p1["error"]
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err_oai_head = f"[{err_oai.get('code')}] {err_oai.get('message')}"
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tool_text_oai = (err_oai_head + ("\n" + tool_text_oai if tool_text_oai.strip() else "")).strip()
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inject_apipilot_pass2_oai = services_tool_context._resolve_apipilot_reasoning_context_block(
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[],
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call_result={
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"name": tool_name_p1_oai,
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"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()
|
||||
Reference in New Issue
Block a user