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مفهوم Planner در LLM

برنامه‌ریز (Planner) ماژولیه که به Agent کمک می‌کنه تا وظیفه اصلی خودش رو به چند گام قابل انجام تقسیم کنه و مشخص کنه که در هر مرحله باید چه کاری انجام بشه، تا مسیر انجام کار را براساس ورودی بچینه.

این کارو معمولاً از طریق پرامپت‌گذاری هوشمند انجام میدن، یعنی مدل با دریافت دستور کلی، خودش برنامه‌ای مرحله‌به‌مرحله تولید می‌کنه.

برای مثال: ورودی: «یه خلاصه از این مقاله بنویس.»

خروجی Planner (با کمک LLM):
▪️متن مقاله رو بخون.
▪️موضوعات اصلی رو شناسایی کن.
▪️نکات کلیدی رو استخراج کن.
▪️متن رو به زبان ساده بازنویسی کن.


این ماژول در واقع نقشه‌راه ایجنت رو ترسیم می‌کنه. بدون اون، مدل فقط پاسخ می‌ده اما با برنامه‌ریزی مدل به یک ایجنت هدفمند تبدیل می‌شه که می‌فهمه، طراحی می‌کنه و بعد اقدام می‌کنه.

@silicon_brain | از هوش مصنوعی عقب نمانید

Silicon Brain | جامعه هوش مصنوعی
مفهوم Planner در LLM

برنامه‌ریز (Planner) ماژولیه که به Agent کمک می‌کنه تا وظیفه اصلی خودش رو به چند گام قابل انجام تقسیم کنه و مشخص کنه که در هر مرحله باید چه کاری انجام بشه، تا مسیر انجام کار را براساس ورودی بچینه.

این کارو معمولاً از طریق پرامپت‌گذاری هوشمند انجام میدن، یعنی مدل با دریافت دستور کلی، خودش برنامه‌ای مرحله‌به‌مرحله تولید می‌کنه.

برای مثال: ورودی: «یه خلاصه از این مقاله بنویس.»
خروجی Planner (با کمک LLM):
▪️متن مقاله رو بخون.
▪️موضوعات اصلی رو شناسایی کن.
▪️نکات کلیدی رو استخراج کن.
▪️متن رو به زبان ساده بازنویسی کن.


این ماژول در واقع نقشه‌راه ایجنت رو ترسیم می‌کنه. بدون اون، مدل فقط پاسخ می‌ده اما با برنامه‌ریزی مدل به یک ایجنت هدفمند تبدیل می‌شه که می‌فهمه، طراحی می‌کنه و بعد اقدام می‌کنه.

@silicon_brain | از هوش مصنوعی عقب نمانید
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A project of our size needs at least a few hundred million dollars per year to keep going,” Mr. Durov wrote in his public channel on Telegram late last year. “While doing that, we will remain independent and stay true to our values, redefining how a tech company should operate.

مفهوم Planner در LLM

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