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User uploads an Excel file with company financial data.  \n2. The chatbot function filters data for the given **company** and **fiscal year**.  \n3. Using `if-else` conditions, it matches the user query to predefined queries and returns answers.  \n4. If the query is outside the predefined set, it returns a fallback message.\n\nQueries Supported: \nThe chatbot can respond to:\n1. Total Revenue – “What is the total revenue of [Company] in [Year]?”  \n2. Net Income Change – “How has net income changed over the last year?”  \n3. Assets \u0026 Liabilities – “What are the assets and liabilities of [Company] in [Year]?”  \n4. Cash Flow – “What is the cash flow from operating activities of [Company] in [Year]?”  \n5. Debt-to-Asset Ratio – “What is the debt-to-asset ratio of [Company] in [Year]?”  \n\nExample Output: \nQ: What is the total revenue?\nA: The total revenue of Apple in 2023 was 260000 million USD.\n\nQ: How has net income changed over the last year?\nA: Net income for Apple changed by 5000 million USD (8%) from 2022 to 2023.\n\nQ: What are the assets and liabilities?\nA: In 2023, Apple had assets of 300000 million USD and liabilities of 150000 million USD.\n\nQ: What is the debt-to-asset ratio?\nA: The debt-to-asset ratio of Apple in 2023 was 0.50.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmrunmayee3108%2Ffinancial-chatbot","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmrunmayee3108%2Ffinancial-chatbot","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmrunmayee3108%2Ffinancial-chatbot/lists"}