Update components/code_documentation_page.py

components/code_documentation_page.py

@@ -1,5 +1,8 @@
+# components/code_documentation_page.py
 import streamlit as st
-from langchain.chat_models import ChatOpenAI
+from langchain.prompts.chat import SystemMessagePromptTemplate, HumanMessagePromptTemplate
+from langchain.chains import LLMChain
+from langchain.llms import OpenAI
 
 def show_doc_page(chat):
     st.title("Code Documentation Generator")
@@ -9,4 +12,11 @@ def show_doc_page(chat):
 
     if st.button("Generate Documentation"):
         # Implement the functionality for generating documentation
-        pass
+        system_message_prompt = SystemMessagePromptTemplate.from_template("Generate documentation for the provided code snippet.")
+        human_message_prompt = HumanMessagePromptTemplate.from_template("Code snippet:\n{code_snippet}")
+        chat_prompt = SystemMessagePromptTemplate.from_prompt_template(system_message_prompt)
+        chat_prompt.add_message(human_message_prompt)
+        llm = OpenAI(temperature=0.5)
+        chain = LLMChain(llm=llm, prompt=chat_prompt)
+        result = chain.run(code_snippet=code_snippet)
+        st.write(result)