1. ~~include graphs/charts~~
2. include tables
3. fix viz insights section
4. Allow users to download the report as PDF or TXT.
5. split the code into functional modules:
   - data_loader.py → Handles dataset loading (CSV, Hugging Face)
   - sql_tools.py → Contains SQL-related tools and database setup
   - agents.py → Defines agents and their goals
   - app.py → 
6. tab 1 -- Answer to the query + visualization specific to the query asked; tab 2 -- all the visualizations for the uploaded CSV/dataset.


final report should consist of:
overview, [yearly salary trends, location + remote work impact, company size consideration] + visual insights, conclusion)



------

    # Agent for generating the main report (without Conclusion)
    report_writer = Agent(
        role="Technical Report Writer",
        goal="Summarize the analysis into a structured report with Introduction, Key Insights, and Analysis. DO NOT include any conclusion or summary.",
        backstory="Markdown report excluding Conclusion and Summary.",
        llm=llm,
    )

    # agent for generating ONLY the Conclusion
    conclusion_writer = Agent(
        role="Conclusion Specialist",
        goal="Summarize findings into a clear and concise Conclusion/Summary section.",
        backstory="An expert in crafting well-structured and insightful conclusions.",
        llm=llm,
    )