components/prompt_engineering_dashboard.py

import streamlit as st


def prompt_engineering_dashboard(session_state, config):
    inital_prompt_engineering_dict = config["PROMPT_ENGINEERING_DICT"]

    def engineer_prompt():
        session_state.history[0] = [
            session_state.system_instruction,
            session_state.system_response,
        ]

    with st.expander("Prompt Engineering Dashboard"):
        st.info(
            "**The input to the model follows this below template**",
        )
        st.code(
            """
                    [SYSTEM INSTRUCTION]
                    [SYSTEM RESPONSE]
                    
                    [... LIST OF PREV INPUTS]
                    
                    [PRE CONTEXT]
                    [CONTEXT RETRIEVED FROM THE WEB]
                    [POST CONTEXT]

                    [PRE PROMPT]
                    [PROMPT]
                    [POST PROMPT]
                    [PREV GENERATED INPUT] # Only if  Pass previous prompt set True  

                    """
        )
        session_state.system_instruction = st.text_area(
            label="SYSTEM INSTRUCTION",
            value=inital_prompt_engineering_dict["SYSTEM_INSTRUCTION"],
        )
        session_state.system_response = st.text_area(
            "SYSTEM RESPONSE", value=inital_prompt_engineering_dict["SYSTEM_RESPONSE"]
        )

        col1, col2 = st.columns(2)
        with col1:
            session_state.pre_context = st.text_input(
                "PRE CONTEXT",
                value=inital_prompt_engineering_dict["PRE_CONTEXT"],
                disabled=not session_state.rag_enabled,
            )
            session_state.post_context = st.text_input(
                "POST CONTEXT",
                value=inital_prompt_engineering_dict["POST_CONTEXT"],
                disabled=not session_state.rag_enabled,
            )

        with col2:
            session_state.pre_prompt = st.text_input(
                "PRE PROMPT", value=inital_prompt_engineering_dict["PRE_PROMPT"]
            )
            session_state.post_prompt = st.text_input(
                "POST PROMPT", value=inital_prompt_engineering_dict["POST_PROMPT"]
            )

        col3, col4 = st.columns(2)
        with col3:
            session_state.pass_prev = st.toggle("Pass previous Output")
        with col4:
            st.button("Engineer Prompts", on_click=engineer_prompt)