AI Update: روش تعاملی اتو ماتیک را تغییر بده شروع کار همیشه با mediom e
This commit is contained in:
Antigravity Bot
@@ -1301,16 +1301,14 @@ class AGYEngine:
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if is_auto_eval:
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system_instructions.append(
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"[SYSTEM INSTRUCTION: GEMINI 3.7 FLASH AUTO REASONING MODE]\n"
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"You are operating in 'Gemini 3.7 Flash Auto' intelligent reasoning mode (started with LOW reasoning effort for maximum speed and quota efficiency).\n"
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"You are operating in 'Gemini 3.7 Flash Auto' intelligent reasoning mode (started with MEDIUM reasoning effort by default for high quality initial evaluation).\n"
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"DECISION & LIFECYCLE RULE:\n"
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"1. For standard queries, questions, conversations, quick script runs, file reads, or straightforward edits: DIRECTLY solve and answer the request with low effort.\n"
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"2. If and ONLY IF this task is complex, requires deep architectural reasoning, multi-file code refactoring, complex bug analysis, or advanced multi-step planning, output the following tag at the VERY BEGINNING of your response:\n"
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"1. If this task is simple, straightforward, a quick chat, brief query, or minor edit, output the following tag at the VERY BEGINNING of your response to switch to Low effort:\n"
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"[[ESCALATE_EFFORT: effort=\"low\", reason=\"<brief reason in 1 sentence>\"]]\n"
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"2. If this task is highly complex, requires deep architectural reasoning, multi-file code refactoring, complex bug analysis, or advanced multi-step planning, output:\n"
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"[[ESCALATE_EFFORT: effort=\"high\", reason=\"<brief reason in 1 sentence>\"]]\n"
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"When escalating, do not output any full solution yet, because the engine will immediately intercept this tag, terminate the low-effort run, and automatically re-run your prompt with High reasoning effort.\n"
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"3. Multi-Step Execution Lifecycle in Auto Mode:\n"
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" - Stage 1 (High Effort Planning): Formulate a clear, structured, numbered plan for the tasks.\n"
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" - Stage 2 (Low Effort Execution): Execute code edits and implementation tasks swiftly.\n"
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" - Stage 3 (High Effort Review & Verification): Before committing/finishing, verify the changes and diffs thoroughly under High effort. If any bug or issue exists, resolve it with High effort.\n"
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"When changing effort, do not output any full solution yet, because the engine will immediately intercept this tag, terminate the initial run, and automatically re-run your prompt with the chosen reasoning effort.\n"
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"3. If the task is moderate and well-suited for Medium effort, proceed directly and complete it.\n"
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"4. Final Report Footer Requirement:\n"
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" At the end of every final completion report, ALWAYS append the following footer:\n"
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" • نام پروژه: <project_name>\n"
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@@ -1553,12 +1551,12 @@ class AGYEngine:
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is_auto_mode = (session.model == "gemini-3.7-flash-auto")
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if is_auto_mode:
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# First attempt in Auto mode: Start with Low effort
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# First attempt in Auto mode: Start with Medium effort by default
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result, esc_effort, esc_reason = await cls._execute_single_run(
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session=session,
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prompt=prompt,
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target_model="gemini-3.7-flash",
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target_effort="low",
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target_effort="medium",
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is_auto_eval=True,
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on_delta=on_delta,
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on_thought=on_thought,
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@@ -1566,21 +1564,30 @@ class AGYEngine:
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)
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if esc_effort:
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target_eff = esc_effort if esc_effort in ("medium", "high") else "high"
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logger.info(f"Auto-escalating effort for chat {session.chat_id} to {target_eff} (reason: {esc_reason})")
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target_eff = esc_effort if esc_effort in ("low", "medium", "high") else "medium"
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logger.info(f"Auto-adjusting effort for chat {session.chat_id} to {target_eff} (reason: {esc_reason})")
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is_fa = (session.language or "").lower() in ("fa", "farsi", "persian", "🇮🇷 persian / farsi (فارسی)")
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if on_thought:
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thought_msg = (
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f"⚡ <b>تشخیص پیچیدگی تسک:</b> ارتقای خودکار استدلال به <code>{target_eff.upper()} Effort</code>"
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+ (f"\n<i>دلیل: {esc_reason}</i>" if esc_reason else "")
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if is_fa else
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f"⚡ <b>Task Complexity Detected:</b> Auto-escalating reasoning to <code>{target_eff.upper()} Effort</code>"
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+ (f"\n<i>Reason: {esc_reason}</i>" if esc_reason else "")
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)
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if target_eff == "low":
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thought_msg = (
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f"⚡ <b>سادگی تسک تشخیص داده شد:</b> انتقال به <code>Low Effort</code> برای سرعت و صرفهجویی"
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+ (f"\n<i>دلیل: {esc_reason}</i>" if esc_reason else "")
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if is_fa else
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f"⚡ <b>Simple Task Detected:</b> Switching to <code>Low Effort</code> for speed and quota efficiency"
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+ (f"\n<i>Reason: {esc_reason}</i>" if esc_reason else "")
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)
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else:
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thought_msg = (
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f"🧠 <b>تشخیص پیچیدگی تسک:</b> ارتقای خودکار استدلال به <code>{target_eff.upper()} Effort</code>"
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+ (f"\n<i>دلیل: {esc_reason}</i>" if esc_reason else "")
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if is_fa else
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f"🧠 <b>Task Complexity Detected:</b> Auto-escalating reasoning to <code>{target_eff.upper()} Effort</code>"
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+ (f"\n<i>Reason: {esc_reason}</i>" if esc_reason else "")
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)
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on_thought(thought_msg)
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# Second attempt: Run with High/Medium effort without auto evaluation prompt
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# Second attempt: Run with the chosen effort without auto evaluation prompt
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result2, _, _ = await cls._execute_single_run(
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session=session,
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prompt=prompt,
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@@ -1598,7 +1605,7 @@ class AGYEngine:
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if result:
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result.executed_model = "gemini-3.7-flash-auto"
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result.executed_effort = "low"
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result.executed_effort = "medium"
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return result
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# Standard execution for all other models
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@@ -39,9 +39,9 @@
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"model": "gemini-3.7-flash-auto",
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"effort": "high",
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"language": "fa",
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"last_context_length": 35426,
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"last_total_tokens": 359954,
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"last_response": "\u2705 **\u062f\u0633\u062a\u0648\u0631 \u0648 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u06cc \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a \u0627\u0639\u0645\u0627\u0644 \u0634\u062f\u0646\u062f.**",
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"last_context_length": 43206,
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"last_total_tokens": 501211,
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"last_response": "\u0631\u0641\u062a\u0627\u0631 \u0648 \u0686\u0631\u062e\u0647 \u062a\u0639\u0627\u0645\u0644\u06cc **\u062d\u0627\u0644\u062a \u062e\u0648\u062f\u06a9\u0627\u0631 \u0647\u0648\u0634\u0645\u0646\u062f (Gemini 3.7 Flash Auto Reasoning)** \u0645\u0637\u0627\u0628\u0642 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0634\u0645\u0627 \u0628\u0627\u0632\u0637\u0631\u0627\u062d\u06cc \u0648 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0634\u062f:\n\n---\n\n### \ud83d\udd04 \u0686\u0631\u062e\u0647 \u062c\u062f\u06cc\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u062d\u0627\u0644\u062a Auto:\n\n1. **\u0634\u0631\u0648\u0639 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u0628\u0627 \u0633\u0637\u062d \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u062a\u0648\u0633\u0637 (Medium Effort):**\n * \u062a\u0645\u0627\u0645\u06cc \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627 \u0648 \u062a\u0633\u06a9\u200c\u0647\u0627 \u062f\u0631 \u0622\u063a\u0627\u0632 \u0628\u0627 \u0633\u0637\u062d \u0627\u0633\u062a\u062f\u0644\u0627\u0644 **Medium** \u062a\u062d\u0644\u06cc\u0644 \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u062a\u0627 \u06a9\u06cc\u0641\u06cc\u062a \u0648 \u062f\u0642\u062a \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u062f\u0631 \u0628\u0627\u0644\u0627\u062a\u0631\u06cc\u0646 \u062d\u062f \u062a\u0639\u0627\u062f\u0644 \u0642\u0631\u0627\u0631 \u06af\u06cc\u0631\u062f.\n\n2. **\u062a\u0634\u062e\u06cc\u0635 \u0633\u0627\u062f\u06af\u06cc \u062a\u0633\u06a9 \u0648 \u06a9\u0627\u0647\u0634 \u0647\u0648\u0634\u0645\u0646\u062f \u0628\u0647 Low Effort:**\n * \u0686\u0646\u0627\u0646\u0686\u0647 \u0645\u062f\u0644 \u062f\u0631 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0627\u0648\u0644\u06cc\u0647 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u062f \u06a9\u0647 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u0627\u0631\u0628\u0631 \u0633\u0627\u062f\u0647\u060c \u06a9\u0648\u062a\u0627\u0647\u060c \u0686\u062a \u0631\u0648\u0632\u0645\u0631\u0647\u060c \u06cc\u0627 \u0627\u062f\u06cc\u062a \u062a\u06a9\u200c\u062e\u0637\u06cc/\u0645\u0642\u062f\u0645\u0627\u062a\u06cc \u0627\u0633\u062a\u060c \u0628\u0644\u0627\u0641\u0627\u0635\u0644\u0647 \u0628\u0647 **Low Effort** \u0633\u0648\u06cc\u06cc\u0686 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u067e\u0627\u0633\u062e \u0628\u0627 \u062d\u062f\u0627\u06a9\u062b\u0631 \u0633\u0631\u0639\u062a \u0648 \u06a9\u0645\u062a\u0631\u06cc\u0646 \u0645\u0635\u0631\u0641 \u0633\u0647\u0645\u06cc\u0647 \u062a\u0648\u06a9\u0646 \u0627\u0631\u0627\u0626\u0647 \u0634\u0648\u062f.\n\n3. **\u062a\u0634\u062e\u06cc\u0635 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u062a\u0633\u06a9 \u0648 \u0627\u0631\u062a\u0642\u0627 \u0628\u0647 High Effort:**\n * \u062f\u0631 \u0635\u0648\u0631\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0628\u0648\u062f\u0646 \u062a\u0633\u06a9\u060c \u0639\u06cc\u0628\u200c\u06cc\u0627\u0628\u06cc \u0639\u0645\u06cc\u0642\u060c \u06cc\u0627 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u067e\u0644\u0646\u06cc\u0646\u06af \u0686\u0646\u062f\u0645\u0631\u062d\u0644\u0647\u200c\u0627\u06cc\u060c \u0645\u062f\u0644 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0647 **High Effort** \u0627\u0631\u062a\u0642\u0627 \u0645\u06cc\u200c\u06cc\u0627\u0628\u062f.\n\n4. **\u062a\u0633\u06a9\u200c\u0647\u0627\u06cc \u0628\u0627 \u062f\u0631\u062c\u0647 \u0633\u062e\u062a\u06cc \u0645\u062a\u0648\u0633\u0637:**\n * \u062a\u0633\u06a9\u200c\u0647\u0627\u06cc\u06cc \u0628\u0627 \u0633\u0637\u062d \u0645\u0639\u0645\u0648\u0644\u06cc \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u062f\u0631 \u0647\u0645\u0627\u0646 \u0627\u062c\u0631\u0627\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0628\u0627 **Medium Effort** \u062a\u06a9\u0645\u06cc\u0644 \u0648 \u067e\u0627\u0633\u062e \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.\n\n---\n\n[[RESTART_BOT]]\n\n\u2022 \u0646\u0627\u0645 \u067e\u0631\u0648\u0698\u0647: telegram-agy-bot\n\u2022 \u0622\u062f\u0631\u0633 \u0645\u062e\u0632\u0646: https://git.msa.artacloud.ir/root/telegram-agy-bot\n",
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"created_at": 1787995349.975879,
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"description": ""
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},
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@@ -68,19 +68,19 @@
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}
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},
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"turn_in_progress": false,
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"last_prompt": "\u0644\u0637\u0641\u0627 \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u062f\u06cc\u0641\u0627\u06cc\u062a \u06cc\u06a9 \u0645\u062e\u0632\u0646 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646",
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"last_response": "\u2705 **\u062f\u0633\u062a\u0648\u0631 \u0648 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u06cc \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a \u0627\u0639\u0645\u0627\u0644 \u0634\u062f\u0646\u062f.**",
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"last_prompt": "\u0631\u0648\u0634 \u062a\u0639\u0627\u0645\u0644\u06cc \u0627\u062a\u0648 \u0645\u0627\u062a\u06cc\u06a9 \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u0628\u062f\u0647\n\u0634\u0631\u0648\u0639 \u06a9\u0627\u0631 \u0647\u0645\u06cc\u0634\u0647 \u0628\u0627 mediom effort\n\u0633\u067e\u0633 \u062f\u0631 \u0635\u0648\u0631\u062a \u062a\u0627\u06cc\u06cc\u0646 \u0631\u0627\u062d\u062a \u0628\u0648\u062f\u0646 \u06a9\u0627\u0631 \u0627\u062f\u0627\u0645\u0647 \u0628\u0627 \u067e\u0627\u06cc\u06cc\u0646",
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"last_response": "\u0631\u0641\u062a\u0627\u0631 \u0648 \u0686\u0631\u062e\u0647 \u062a\u0639\u0627\u0645\u0644\u06cc **\u062d\u0627\u0644\u062a \u062e\u0648\u062f\u06a9\u0627\u0631 \u0647\u0648\u0634\u0645\u0646\u062f (Gemini 3.7 Flash Auto Reasoning)** \u0645\u0637\u0627\u0628\u0642 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0634\u0645\u0627 \u0628\u0627\u0632\u0637\u0631\u0627\u062d\u06cc \u0648 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0634\u062f:\n\n---\n\n### \ud83d\udd04 \u0686\u0631\u062e\u0647 \u062c\u062f\u06cc\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u062d\u0627\u0644\u062a Auto:\n\n1. **\u0634\u0631\u0648\u0639 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u0628\u0627 \u0633\u0637\u062d \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u062a\u0648\u0633\u0637 (Medium Effort):**\n * \u062a\u0645\u0627\u0645\u06cc \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627 \u0648 \u062a\u0633\u06a9\u200c\u0647\u0627 \u062f\u0631 \u0622\u063a\u0627\u0632 \u0628\u0627 \u0633\u0637\u062d \u0627\u0633\u062a\u062f\u0644\u0627\u0644 **Medium** \u062a\u062d\u0644\u06cc\u0644 \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u062a\u0627 \u06a9\u06cc\u0641\u06cc\u062a \u0648 \u062f\u0642\u062a \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u062f\u0631 \u0628\u0627\u0644\u0627\u062a\u0631\u06cc\u0646 \u062d\u062f \u062a\u0639\u0627\u062f\u0644 \u0642\u0631\u0627\u0631 \u06af\u06cc\u0631\u062f.\n\n2. **\u062a\u0634\u062e\u06cc\u0635 \u0633\u0627\u062f\u06af\u06cc \u062a\u0633\u06a9 \u0648 \u06a9\u0627\u0647\u0634 \u0647\u0648\u0634\u0645\u0646\u062f \u0628\u0647 Low Effort:**\n * \u0686\u0646\u0627\u0646\u0686\u0647 \u0645\u062f\u0644 \u062f\u0631 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0627\u0648\u0644\u06cc\u0647 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u062f \u06a9\u0647 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u0627\u0631\u0628\u0631 \u0633\u0627\u062f\u0647\u060c \u06a9\u0648\u062a\u0627\u0647\u060c \u0686\u062a \u0631\u0648\u0632\u0645\u0631\u0647\u060c \u06cc\u0627 \u0627\u062f\u06cc\u062a \u062a\u06a9\u200c\u062e\u0637\u06cc/\u0645\u0642\u062f\u0645\u0627\u062a\u06cc \u0627\u0633\u062a\u060c \u0628\u0644\u0627\u0641\u0627\u0635\u0644\u0647 \u0628\u0647 **Low Effort** \u0633\u0648\u06cc\u06cc\u0686 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u067e\u0627\u0633\u062e \u0628\u0627 \u062d\u062f\u0627\u06a9\u062b\u0631 \u0633\u0631\u0639\u062a \u0648 \u06a9\u0645\u062a\u0631\u06cc\u0646 \u0645\u0635\u0631\u0641 \u0633\u0647\u0645\u06cc\u0647 \u062a\u0648\u06a9\u0646 \u0627\u0631\u0627\u0626\u0647 \u0634\u0648\u062f.\n\n3. **\u062a\u0634\u062e\u06cc\u0635 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u062a\u0633\u06a9 \u0648 \u0627\u0631\u062a\u0642\u0627 \u0628\u0647 High Effort:**\n * \u062f\u0631 \u0635\u0648\u0631\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0628\u0648\u062f\u0646 \u062a\u0633\u06a9\u060c \u0639\u06cc\u0628\u200c\u06cc\u0627\u0628\u06cc \u0639\u0645\u06cc\u0642\u060c \u06cc\u0627 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u067e\u0644\u0646\u06cc\u0646\u06af \u0686\u0646\u062f\u0645\u0631\u062d\u0644\u0647\u200c\u0627\u06cc\u060c \u0645\u062f\u0644 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0647 **High Effort** \u0627\u0631\u062a\u0642\u0627 \u0645\u06cc\u200c\u06cc\u0627\u0628\u062f.\n\n4. **\u062a\u0633\u06a9\u200c\u0647\u0627\u06cc \u0628\u0627 \u062f\u0631\u062c\u0647 \u0633\u062e\u062a\u06cc \u0645\u062a\u0648\u0633\u0637:**\n * \u062a\u0633\u06a9\u200c\u0647\u0627\u06cc\u06cc \u0628\u0627 \u0633\u0637\u062d \u0645\u0639\u0645\u0648\u0644\u06cc \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u062f\u0631 \u0647\u0645\u0627\u0646 \u0627\u062c\u0631\u0627\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0628\u0627 **Medium Effort** \u062a\u06a9\u0645\u06cc\u0644 \u0648 \u067e\u0627\u0633\u062e \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.\n\n---\n\n[[RESTART_BOT]]\n\n\u2022 \u0646\u0627\u0645 \u067e\u0631\u0648\u0698\u0647: telegram-agy-bot\n\u2022 \u0622\u062f\u0631\u0633 \u0645\u062e\u0632\u0646: https://git.msa.artacloud.ir/root/telegram-agy-bot\n",
|
||||
"last_status_msg_id": null,
|
||||
"restart_pending": false,
|
||||
"last_delivered": true,
|
||||
"last_update_time": 1788066900.3964477,
|
||||
"last_update_time": 1788067315.59695,
|
||||
"workspace": "/root",
|
||||
"conversation_id": "024f7870-a3cf-475f-b0de-ed3dac61f314",
|
||||
"model": "gemini-3.7-flash-auto",
|
||||
"effort": "high",
|
||||
"language": "fa",
|
||||
"last_context_length": 35426,
|
||||
"last_total_tokens": 359954
|
||||
"last_context_length": 43206,
|
||||
"last_total_tokens": 501211
|
||||
},
|
||||
"232801087": {
|
||||
"chat_id": 232801087,
|
||||
|
||||
Reference in New Issue
Block a user