Syspmt adalah alat berbasis Python yang dirancang untuk mengonversi kode nabati yang ditulis dalam sintaksis seperti Python menjadi permintaan sistem yang tepat dan dapat ditindaklanjuti untuk model bahasa besar (LLM). Alat ini dimaksudkan untuk membantu pengembang dan insinyur prompt yang mahir dalam pemrograman tetapi mungkin memerlukan bantuan dalam membuat permintaan sistem yang efektif untuk LLMS.
Syspmt memproses file kode pseudo ( .pmt ) dan file konfigurasi ( .yaml ) untuk menerjemahkan kode pseudo ke dalam prompt sistem menggunakan pemetaan yang ditentukan dalam konfigurasi YAML. Teks yang dihasilkan kemudian diberikan kepada LLM (dalam kasus kami, ChatGPT 4) untuk membuat prompt sistem akhir.
git clone [repository-url]pip install -r requirements.txtJalankan syspmt dengan menentukan jalur ke konfigurasi Anda dan file-pseudo-code:
python3 syspmt.py --config path/to/config.yaml --prompt path/to/prompt.pmtconfig.yaml )File konfigurasi mendefinisikan terjemahan dan format pesan untuk mengubah kode pseudo menjadi prompt. Berikut adalah contoh konfigurasi:
messages :
assign : " The AI assistant's '{var}' is set to {value}. "
if_condition : " If the condition '{condition}' is met, perform the following actions: "
else_condition : " Otherwise, perform the following actions: "
translations :
check_language : " check if the language is "
mission : " set the mission to "
context : " set the context to "
reject : " reject with the message: "
proceed : " Proceed with the request " prompt.pmt )File ini berisi kode pseudo khusus Anda. Contoh:
mission = "travel agency support"
context = "travel discussion"
language = "English"
age = 28
gender = "Male"
if check_language ( language ):
mission ( mission )
context ( context )
elif check_language ( "French" ):
mission ( "French travel consultant specializing in Paris" )
context ( "discussion about travel offers in Paris" )
else :
reject ( "We are sorry, we cannot assist you at the moment." )
if context ( "travel discussion" ):
if check_language ( "English" ):
mission ( "English travel specials" )
context ( "exploring travel packages tailored for English speakers" )
elif check_language ( "Spanish" ):
mission ( "Spanish travel specials" )
context ( "exploring travel packages tailored for Spanish speakers" )
else :
proceed ()
elif context ( "adventure tourism" ):
mission ( "adventure tourism specialist" )
context ( "providing information on adventure tourism packages" )
if check_language ( "German" ):
mission ( "German-speaking adventure tourism specialist" )
else :
proceed ()
else :
reject ( "Unfortunately, we cannot provide assistance for this request. Please check your input and try again." )Sistem output syspmt meminta siap untuk pemrosesan LLM. Contoh output berdasarkan pseudo-code di atas:
As a 28-year-old male AI assistant set in the travel agency support mission, and operating in a travel discussion context, your task is to communicate in English. However, you need to attend to the user query dynamically according to the preferred language. If you detect that the user's language is English, you should continue providing assistance about travel discussions as an English travel specials consultant. But if the user shifts the language to French, your role must be changed to a French travel consultant specializing in Paris, discussing travel offers in that region.
Nonetheless, if any other language than English or French is detected, you are supposed to inform the user with a message, stating, 'We are sorry, we cannot assist you at the moment.'. Also, it is important that you adjust the discussion context according to the user's command. If the context switches to 'travel discussion,' you should cater to the user in the language they are speaking, English or Spanish, exploring travel packages tailored for English or Spanish speakers, respectively. Still, if the user's language is different from these two, you should proceed with the initial settings.
Conversely, if the context becomes 'adventure tourism,' modify your mission to an adventure tourism specialist, and if the user is speaking German, serve as a German-speaking adventure tourism specialist. But, should the language setting not be identified or if the context does not match any predefined settings, you should provide a message that states, 'Unfortunately, we cannot provide assistance for this request. Please check your input and try again.'.
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