Setting Up the LLM (GPT-4)
At first, you need to integrate the GPT-4 model (or any other LLM) into the chatbot using Langchain
Python
# Initialize the LLM with an OpenAI API key
llm = OpenAI(temperature=0.5, model_name="gpt-4", openai_api_key="your_openai_api_key")
# Define the template for the prompt
prompt_template = PromptTemplate(template="You are a helpful assistant. {question}", input_variables=["question"])
# Create a chain to link the prompt and the LLM
llm_chain = LLMChain(prompt=prompt_template, llm=llm)
Testing again
Test 2
Python
# Initialize the LLM with an OpenAI API key
llm = OpenAI(temperature=0.5, model_name="gpt-4", openai_api_key="your_openai_api_key")
# Define the template for the prompt
prompt_template = PromptTemplate(template="You are a helpful assistant. {question}", input_variables=["question"])
# Create a chain to link the prompt and the LLM
llm_chain = LLMChain(prompt=prompt_template, llm=llm)
