Save checkpoint of recipe prompt with discord msg

Rename ingredients prompt to init prompt more aptly.
Move OpenAI API calling to main

chatbot/engineer_prompt.py

@@ -11,8 +11,10 @@ from langchain.prompts.chat import (
 )
 
 # TODO Multiple chains sequenced?
+# I think your way works fine, though you'd probably want to wrap it up in some initializer so you can "initialize" the chain via LLM calls. I'd probably use 2 chains and have a wrapping chain switch from the first to the second after initializing.
+# https://discord.com/channels/1038097195422978059/1038097349660135474/1100533951136800828
 
-ingredients_prompt = ChatPromptTemplate.from_messages(
+init_prompt = ChatPromptTemplate.from_messages(
     [
         SystemMessagePromptTemplate.from_template(
             """
@@ -64,32 +66,34 @@ Steps (detailed):
     ]
 )
 
-# MessagesPlaceholder(variable_name="history"),
-# HumanMessagePromptTemplate.from_template("{input}"),
-chat = PromptLayerChatOpenAI(temperature=1, pl_tags=["langchain"], return_pl_id=True)
-memory = ConversationBufferMemory(return_messages=True)
 
-chat_msgs = ingredients_prompt.format_prompt(
-    ingredients="tofu, pickles, olives, tomatoes, lettuce, bell peppers, carrots, bread",
-    allergies="",
-    recipe_freeform_input="The preparation time should be less than 30 minutes. I really love Thai food!",
-)
-chat_msgs = chat_msgs.to_messages()
-results = chat.generate([chat_msgs])
-chat_msgs.extend(
-    [
-        results.generations[0][0].message,
-        MessagesPlaceholder(variable_name="history"),
-        HumanMessagePromptTemplate.from_template("{input}"),
-    ]
-)
-open_prompt = ChatPromptTemplate.from_messages(chat_msgs)
-conversation = ConversationChain(
-    llm=chat, verbose=True, memory=memory, prompt=open_prompt
-)
+if __name__ == "__main__":
+    chat = PromptLayerChatOpenAI(
+        temperature=1, pl_tags=["langchain"], return_pl_id=True
+    )
+    memory = ConversationBufferMemory(return_messages=True)
+    chat_msgs = init_prompt.format_prompt(
+        ingredients="tofu, pickles, olives, tomatoes, lettuce, bell peppers, carrots, bread",
+        allergies="",
+        recipe_freeform_input="The preparation time should be less than 30 minutes. I really love Thai food!",
+    )
+
+    chat_msgs = chat_msgs.to_messages()
+    results = chat.generate([chat_msgs])
+    chat_msgs.extend(
+        [
+            results.generations[0][0].message,
+            MessagesPlaceholder(variable_name="history"),
+            HumanMessagePromptTemplate.from_template("{input}"),
+        ]
+    )
+    open_prompt = ChatPromptTemplate.from_messages(chat_msgs)
+    conversation = ConversationChain(
+        llm=chat, verbose=True, memory=memory, prompt=open_prompt
+    )
 
-result = conversation.predict(input="Recommend a different recipe please.")
-print(result)
+    result = conversation.predict(input="Recommend a different recipe please.")
+    print(result)
 
 #! PL score example
 # chat_results = chat.generate([[HumanMessage(content=prompt)]])