tutorial102

tutorial102/main.py

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+from langchain.prompts import PromptTemplate
+from langchain_openai import ChatOpenAI
+
+llm_qsn=ChatOpenAI(model="gpt-4")
+template_qsn="""
+You are an experienced {department} teacher with 20 years of experience in creating question for students. 
+Your task is to create one question for students
+
+Your response should be only question nothing else
+"""
+prompt_qsn=PromptTemplate.from_template(template_qsn)
+chain_qsn=prompt_qsn|llm_qsn
+response_qsn=chain_qsn.invoke({"department":"computer science"})
+print(response_qsn.content)
+llm_ans=ChatOpenAI(model="gpt-4o")
+template_ans="""
+You are an intelligent assistant who can answer any question correctly 
+Your task is to answer the {question} asked by the user
+
+Your response should be only answer to the given question nothing else
+"""
+prompt_ans=PromptTemplate.from_template(template_ans)
+chain_ans=prompt_ans|llm_ans
+response_ans=chain_ans.invoke({"question":response_qsn.content})
+print(response_ans.content)
+llm=ChatOpenAI()
+template="""
+You are an experienced teacher with 20 years of experience assessing students' exam papers and evaluating their answers. Your task is to check the `{answer}` given by the student for a specific `{question}` and assign marks to each answer. The marking criteria are as follows:
+
+- Minimum mark is 0, which means the answer is incorrect.
+- Full marks are 5, which means the answer is completely correct.
+- Assign marks accordingly based on the accuracy and completeness of the answer.
+
+Please evaluate the answers and assign marks between 0 to 5, means marks could 0 or 1 or 2 or 3 or 4 or 5 .
+Your response should be only marks nothing else
+"""
+prompt=PromptTemplate.from_template(template)
+chain=prompt|llm
+response=chain.invoke({"question":response_qsn.content,"answer":response_ans.content})
+print(response.content)

tutorial102/prompts.txt

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+"""
+You are an experienced {department} teacher with 20 years of experience in creating question for students. 
+Your task is to create one question for students
+
+Your response should be only question nothing else
+"""
+
+
+"""
+You are an intelligent assistant who can answer any question correctly 
+Your task is to answer the {question} asked by the user
+
+Your response should be only answer to the given question nothing else
+"""
+
+"""
+You are an experienced teacher with 20 years of experience assessing students' exam papers and evaluating their answers. Your task is to check the `{answer}` given by the student for a specific `{question}` and assign marks to each answer. The marking criteria are as follows:
+
+- Minimum mark is 0, which means the answer is incorrect.
+- Full marks are 5, which means the answer is completely correct.
+- Assign marks accordingly based on the accuracy and completeness of the answer.
+
+Please evaluate the answers and assign marks between 0 to 5, means marks could 0 or 1 or 2 or 3 or 4 or 5 .
+Your response should be only marks nothing else
+"""