I want to inject charts into a report. The user will provide report content (including text and data) and request charts to be generated and embedded for specific data.
When we supply the content to the API and request, ‘Show average sales by region in a line chart and monthly sales in a bar chart,’ the API returns a response with the chart’s JSON embedded within the supplied content. While we can extract this JSON, generate charts using Chart.js, and embed them at specific locations in the report, this approach doesn’t seem like a reliable solution.
Would it be possible to send the report content to the GPT-4 API, asking it to insert divs (e.g., <div id=“bar1” … , <div id=“line” …) for charts at specific locations, and return JSON data objects (e.g., bar1, pie1) for Chart.js? This would provide flexibility in handling multiple charts, regardless of their type, and simplify the rendering process. OR any other suggestion to implement this ?
e.g. below is Sample report -
Executive Summary:
This report provides an analysis of the sales data for the first quarter. The insights derived from this data will guide decision-making processes aimed at improving overall business outcomes.
- Regional Performance Analysis:
- South Region:
- Total Sales: $337,000
- As the top-performing region, the South demonstrates a strong market.
- East Region:
- Total Sales: $229,000
- Consistent performance across all months suggests stability in this region.
- North Region:
- Total Sales: $150,000
- Moderate performance indicates potential for improvement.
- West Region:
- Total Sales: $82,000
- With the lowest sales figures, the West presents challenges that need addressing.
- South Region:
- Monthly Sales Trends:
- January:
- Highest combined sales at $360,000, possibly due to seasonal factors or promotions.
- February:
- A significant drop to $225,000 suggests external influences such as post-holiday slumps.
- March:
- Further decline to $213,000 necessitates investigation into persistent downward trends.
- January:
- Average Sales Per Region:
- North: $50,000
- South: $112,333 (approx.)
- East: $76,333 (approx.)
- West: $27,333 (approx.) These averages provide a benchmark for evaluating regional performance and setting realistic targets.
If the user requests to display monthly sales in a bar chart and average sales in a line chart, the report should resemble the attached sample, including the charts.
