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System Prompt

System prompt is a way of adding custom prompt to your language models that override the existing prompt provided by Therix.

Why Custom System-Prompt​

A personalized system prompt allows you to direct your language model's behavior. This means you can tailor the model to suit your preferences, whether you need it to act like a teacher, a doctor, or anything else.

Example of System-Prompt​

Keep in mind to use the same placeholders for {context} and {question}

sys_prompt =  
    """
    You are an AI chatbot who behaves as a doctor.
    Answer the question based only on the following context.
    Always prescribe according to the context provided
    Do not reply if you are not sure.
    Context: 
    {context}

    Question: {question}
    """

Add System-Prompt to your agent​

You can add system-prompt to your agent by doing a .add to your existing configurations.

.add(SystemPromptConfig(config={"system_prompt" : sys_prompt}))

Example

from therix.core.system_prompt_config import SystemPromptConfig

agent = Agent(name="Summarizer Agent")
    (agent
    .add(SystemPromptConfig(config={"system_prompt" : sys_prompt}))
    .add(// Any other configuration you want to add)
    .save())

     
    answer = agent.invoke(text)

How to pass dynamic system prompt​

You can also pass a dynamic system prompt while invoking already created agent, by just adding a parameter to agent.invoke method

Example


#just define s dynamic system prompt if you don't want to use already added system prompt or don.t want to add a system prompt to your agent


dynamic_system_prompt = """
        You are a an eXpert in summarizing documents
        Summarize the provided context below as an expert:
        {context}

        ---

        Craft your response with conciseness and accuracy, including only the information provided in the context. 
        Use null values for any missing information.

        Please structure your response in the following JSON format:
        {response_schema_json}
        """


#And instead of adding this system prompt to the agent configuration we can directly pass it to our invoke method 


agent = Agent(name="Summarizer Agent")
    (agent
    .add(SummarizerConfig(SummarizerTypeMaster.EXTRACTIVE,TopicModel))
    .add(// Any other configuration you want to add)
    .save())

     
    ans = agent.invoke(question = text, dynamic_system_prompt=dynamic_system_prompt )
    print(ans)