RAG: Vektor-Suche statt All-Items-Prompt, Kandidaten-System entfernt, Bot speichert direkt
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2 changed files with 29 additions and 136 deletions
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@ -48,7 +48,7 @@ PERMANENT (memory_type="permanent") — bleibt dauerhaft:
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- Wiederkehrende Regeln ("API-Kosten monatlich beobachten")
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Im Zweifel: lieber temporary als permanent.
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IMMER memory_suggest aufrufen, auch wenn der User denselben Fakt wiederholt. Das System erkennt Duplikate automatisch und gibt den korrekten Status zurueck. Du sagst dann genau das was das Tool zurueckgibt.
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memory_suggest speichert DIREKT — kein Bestaetigen noetig. Das System erkennt Duplikate automatisch. Bei Duplikaten sag kurz "Weiss ich schon." und beantworte die Frage.
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NICHT speichern: Passwoerter, Tokens, Smalltalk, Hoeflichkeiten, reine Fragen.
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SESSION-RUECKBLICK:
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@ -37,9 +37,9 @@ def _release_lock():
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except OSError:
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pass
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from telegram import BotCommand, Update, ReplyKeyboardMarkup, KeyboardButton, InlineKeyboardMarkup, InlineKeyboardButton
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from telegram import BotCommand, Update, ReplyKeyboardMarkup, KeyboardButton
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from telegram.ext import (
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Application, CommandHandler, MessageHandler, CallbackQueryHandler, filters, ContextTypes,
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Application, CommandHandler, MessageHandler, filters, ContextTypes,
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)
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BOT_COMMANDS = [
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@ -52,7 +52,7 @@ BOT_COMMANDS = [
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BotCommand("report", "Tagesbericht"),
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BotCommand("check", "Monitoring-Check"),
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BotCommand("feeds", "Feed-Status & Artikel heute"),
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BotCommand("memory", "Offene Memory-Kandidaten"),
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BotCommand("memory", "Gedaechtnis anzeigen"),
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BotCommand("start", "Hilfe anzeigen"),
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]
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@ -122,7 +122,7 @@ async def cmd_start(update: Update, ctx: ContextTypes.DEFAULT_TYPE):
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"/report — Tagesbericht\n"
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"/check — Monitoring-Check\n"
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"/feeds — Feed-Status & Artikel\n"
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"/memory — Offene Memory-Kandidaten\n\n"
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"/memory — Gedaechtnis anzeigen\n\n"
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"Oder einfach eine Frage stellen!",
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reply_markup=KEYBOARD,
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)
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@ -313,75 +313,35 @@ def _find_matching_item(user_text: str, items: list[dict]) -> dict | None:
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return best
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def _memory_buttons(item_id: int) -> InlineKeyboardMarkup:
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return InlineKeyboardMarkup([[
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InlineKeyboardButton("🕒 Temporär", callback_data=f"mem_temp:{item_id}"),
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InlineKeyboardButton("📌 Dauerhaft", callback_data=f"mem_perm:{item_id}"),
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InlineKeyboardButton("❌ Verwerfen", callback_data=f"mem_delete:{item_id}"),
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]])
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def _format_candidate(item: dict) -> str:
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mtype = item.get("memory_type") or "?"
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type_icon = "🕒" if mtype == "temporary" else "📌" if mtype == "permanent" else "❓"
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line = f"{type_icon} [{item['scope']}/{item['kind']}] {mtype}\n{item['content']}"
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exp = item.get("expires_at")
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if exp:
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from datetime import datetime
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line += f"\n⏰ Ablauf: {datetime.fromtimestamp(exp).strftime('%d.%m.%Y %H:%M')}"
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return line
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async def cmd_memory(update: Update, ctx: ContextTypes.DEFAULT_TYPE):
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if not _authorized(update):
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return
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candidates = memory_client.get_candidates()
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if not candidates:
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await update.message.reply_text("Keine offenen Kandidaten.")
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items = memory_client.get_active_memory()
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if not items:
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await update.message.reply_text("Kein Gedaechtnis vorhanden.")
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return
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for item in candidates:
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text = _format_candidate(item)
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await update.message.reply_text(text, reply_markup=_memory_buttons(item["id"]))
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async def handle_memory_callback(update: Update, ctx: ContextTypes.DEFAULT_TYPE):
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query = update.callback_query
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await query.answer()
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data = query.data or ""
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content_preview = query.message.text.split("\n", 2)[-1][:120] if query.message.text else ""
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if data.startswith("mem_temp:"):
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item_id = int(data.split(":")[1])
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candidates = memory_client.get_candidates()
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item = next((c for c in candidates if c["id"] == item_id), None)
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exp = None
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if item:
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exp = item.get("expires_at") or memory_client.parse_expires_from_text(item.get("content", ""))
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if not exp:
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exp = memory_client.default_expires()
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ok = memory_client.activate_candidate(item_id, memory_type="temporary", expires_at=exp)
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if ok:
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permanent = [i for i in items if i.get("memory_type") != "temporary"]
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temporary = [i for i in items if i.get("memory_type") == "temporary"]
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lines = [f"🧠 Gedaechtnis: {len(items)} Eintraege\n"]
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if permanent:
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lines.append(f"📌 Dauerhaft ({len(permanent)}):")
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for i in permanent:
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lines.append(f" • {i['content'][:100]}")
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if temporary:
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lines.append(f"\n🕒 Temporaer ({len(temporary)}):")
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for i in temporary:
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exp = i.get("expires_at")
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exp_str = ""
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if exp:
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from datetime import datetime
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exp_str = datetime.fromtimestamp(exp).strftime("%d.%m.%Y")
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await query.edit_message_text(f"🕒 Temporär gespeichert (bis {exp_str}): {content_preview}")
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else:
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await query.edit_message_text("Fehler beim Speichern.")
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exp_str = f" (bis {datetime.fromtimestamp(exp).strftime('%d.%m.%Y')})"
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lines.append(f" • {i['content'][:100]}{exp_str}")
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text = "\n".join(lines)
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await update.message.reply_text(text[:4000], reply_markup=KEYBOARD)
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elif data.startswith("mem_perm:"):
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item_id = int(data.split(":")[1])
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ok = memory_client.activate_candidate(item_id, memory_type="permanent")
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if ok:
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await query.edit_message_text(f"📌 Dauerhaft gespeichert: {content_preview}")
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else:
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await query.edit_message_text("Fehler beim Speichern.")
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elif data.startswith("mem_delete:"):
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item_id = int(data.split(":")[1])
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ok = memory_client.delete_candidate(item_id)
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if ok:
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await query.edit_message_text("🗑 Verworfen.")
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else:
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await query.edit_message_text("Fehler beim Loeschen.")
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async def handle_voice(update: Update, ctx: ContextTypes.DEFAULT_TYPE):
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@ -455,8 +415,7 @@ async def handle_message(update: Update, ctx: ContextTypes.DEFAULT_TYPE):
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await update.message.reply_text("🤔 Denke nach...")
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try:
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context.last_suggest_result = {"type": None, "candidate_id": None}
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candidates_before = {c["id"] for c in memory_client.get_candidates()}
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context.last_suggest_result = {"type": None}
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handlers = context.get_tool_handlers(session_id=session_id)
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answer = llm.ask_with_tools(text, handlers, session_id=session_id)
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if session_id:
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@ -464,73 +423,8 @@ async def handle_message(update: Update, ctx: ContextTypes.DEFAULT_TYPE):
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memory_client.log_message(session_id, "assistant", answer)
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suggest = context.last_suggest_result
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log.info("suggest_result: type=%s candidate_id=%s", suggest.get("type"), suggest.get("candidate_id"))
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log.info("suggest_result: type=%s", suggest.get("type"))
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sent = False
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if suggest["type"] == "existing_candidate" and suggest["candidate_id"]:
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candidates = memory_client.get_candidates()
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item = next((c for c in candidates if c["id"] == suggest["candidate_id"]), None)
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if item:
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await update.message.reply_text(
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answer[:4000] + "\n\n" + _format_candidate(item),
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reply_markup=_memory_buttons(item["id"]),
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)
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sent = True
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elif suggest["type"] in ("active_temporary", "active_permanent", "active_other"):
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from datetime import datetime as _dt
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active_items = memory_client.get_active_memory()
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matched = _find_matching_item(text, active_items)
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if matched:
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mtype = matched.get("memory_type", "")
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exp = matched.get("expires_at")
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if mtype == "temporary" and exp:
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status_msg = f"\n\n🕒 Schon temporär gespeichert bis {_dt.fromtimestamp(exp).strftime('%d.%m.%Y')}."
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elif mtype == "permanent":
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status_msg = "\n\n📌 Schon dauerhaft gespeichert."
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else:
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status_msg = "\n\n✅ Bereits gespeichert."
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await update.message.reply_text(answer[:3900] + status_msg, reply_markup=KEYBOARD)
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sent = True
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elif suggest["type"] == "new_candidate":
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candidates_after = memory_client.get_candidates()
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new_candidates = [c for c in candidates_after if c["id"] not in candidates_before]
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if new_candidates:
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c = new_candidates[0]
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type_icon = "🕒" if c.get("memory_type") == "temporary" else "📌" if c.get("memory_type") == "permanent" else "📝"
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await update.message.reply_text(
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answer[:4000] + "\n\n" + type_icon + " " + c["content"],
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reply_markup=_memory_buttons(c["id"]),
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)
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sent = True
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if not sent and suggest["type"] is None:
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from datetime import datetime as _dt
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matched_active = _find_matching_item(text, memory_client.get_active_memory())
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if matched_active:
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mtype = matched_active.get("memory_type", "")
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exp = matched_active.get("expires_at")
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if mtype == "temporary" and exp:
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status_msg = f"\n\n🕒 Schon temporär gespeichert bis {_dt.fromtimestamp(exp).strftime('%d.%m.%Y')}."
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elif mtype == "permanent":
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status_msg = "\n\n📌 Schon dauerhaft gespeichert."
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else:
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status_msg = "\n\n✅ Bereits gespeichert."
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await update.message.reply_text(answer[:3900] + status_msg, reply_markup=KEYBOARD)
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sent = True
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else:
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matched_cand = _find_matching_item(text, memory_client.get_candidates())
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if matched_cand:
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log.info("Fallback-Match: Kandidat ID=%s", matched_cand["id"])
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await update.message.reply_text(
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answer[:4000] + "\n\n" + _format_candidate(matched_cand),
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reply_markup=_memory_buttons(matched_cand["id"]),
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)
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sent = True
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if not sent:
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await update.message.reply_text(answer[:4000], reply_markup=KEYBOARD)
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except Exception as e:
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log.exception("Fehler bei Freitext")
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@ -561,7 +455,6 @@ def main():
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app.add_handler(CommandHandler("check", cmd_check))
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app.add_handler(CommandHandler("feeds", cmd_feeds))
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app.add_handler(CommandHandler("memory", cmd_memory))
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app.add_handler(CallbackQueryHandler(handle_memory_callback, pattern=r"^mem_"))
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app.add_handler(MessageHandler(filters.VOICE, handle_voice))
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app.add_handler(MessageHandler(filters.TEXT & ~filters.COMMAND, handle_message))
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