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| import os | |
| import importlib | |
| import sys | |
| import pandas as pd | |
| import streamlit as st | |
| from io import BytesIO | |
| from modules.robby_sheet.table_tool import PandasAgent | |
| from modules.layout import Layout | |
| from modules.utils import Utilities | |
| from modules.sidebar import Sidebar | |
| def reload_module(module_name): | |
| """For update changes | |
| made to modules in localhost (press r)""" | |
| if module_name in sys.modules: | |
| importlib.reload(sys.modules[module_name]) | |
| return sys.modules[module_name] | |
| table_tool_module = reload_module('modules.robby_sheet.table_tool') | |
| layout_module = reload_module('modules.layout') | |
| utils_module = reload_module('modules.utils') | |
| sidebar_module = reload_module('modules.sidebar') | |
| st.set_page_config(layout="wide", page_icon="💬", page_title="Robby | Chat-Bot 🤖") | |
| layout, sidebar, utils = Layout(), Sidebar(), Utilities() | |
| layout.show_header("CSV, Excel") | |
| user_api_key = utils.load_api_key() | |
| os.environ["OPENAI_API_KEY"] = user_api_key | |
| if not user_api_key: | |
| layout.show_api_key_missing() | |
| else: | |
| st.session_state.setdefault("reset_chat", False) | |
| uploaded_file = utils.handle_upload(["csv", "xlsx"]) | |
| if uploaded_file: | |
| sidebar.about() | |
| uploaded_file_content = BytesIO(uploaded_file.getvalue()) | |
| if uploaded_file.type == "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" or uploaded_file.type == "application/vnd.ms-excel": | |
| df = pd.read_excel(uploaded_file_content) | |
| else: | |
| df = pd.read_csv(uploaded_file_content) | |
| st.session_state.df = df | |
| if "chat_history" not in st.session_state: | |
| st.session_state["chat_history"] = [] | |
| csv_agent = PandasAgent() | |
| with st.form(key="query"): | |
| query = st.text_input("Ask [PandasAI](https://github.com/gventuri/pandas-ai) (look the pandas-AI read-me for how use it)", value="", type="default", | |
| placeholder="e-g : How many rows ? " | |
| ) | |
| submitted_query = st.form_submit_button("Submit") | |
| reset_chat_button = st.form_submit_button("Reset Chat") | |
| if reset_chat_button: | |
| st.session_state["chat_history"] = [] | |
| if submitted_query: | |
| result, captured_output = csv_agent.get_agent_response(df, query) | |
| cleaned_thoughts = csv_agent.process_agent_thoughts(captured_output) | |
| csv_agent.display_agent_thoughts(cleaned_thoughts) | |
| csv_agent.update_chat_history(query, result) | |
| csv_agent.display_chat_history() | |
| if st.session_state.df is not None: | |
| st.subheader("Current dataframe:") | |
| st.write(st.session_state.df) | |