MongoDB Dashboard Generator

I want to create an app for creating MongoDB dashboards. When I open up the app, I want to be able to add my MongoDB connection string. Once I add it, I want to see all the data that is inside the database. I want to see all the collections and also the number of documents in each collection. I want to be able to click on each collection and see all the documents. When I click on a document, I want to be able to see all the fields and the values in a nice format. I also want to be able to create charts. For creating charts, I want to select a collection and then select the fields that I want to use for the chart. I want to be able to select the type of chart (bar, line, pie, etc.). I want to be able to save the chart. I want to be able to see all the saved charts on a dashboard page. I want to be able to delete a chart. I want to be able to edit a chart. When I edit a chart, I want to be able to change the collection, fields, and type of chart. Finally, I want to have a chat interface where I can chat with my dashboard. I want to be able to ask questions about my data and get answers. For example, I want to ask "What is the average age of users?" and get the answer. Use GPT-5 for this.

Please continue implementing the rest of the pages.

Please implement the entire backend, MongoDB connection, and OpenAI integration.

When I add a MongoDB connection string, it doesn't save and I can't see any collections.

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I still can't connect to MongoDB. Please fix.

MongoDB connection works now but when I try to view a collection, I get an error.

Viewing collections works but when I try to create a chart, I get an error.

Creating charts works but I can't see them on the dashboard page.

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I can see the charts now but editing and deleting don't work.

Editing and deleting work now but the chat interface doesn't work.

The chat sends messages but I don't get any response from the AI.

The AI responds now but it doesn't seem to have access to my actual data. It gives generic responses.

Please make sure the AI has access to the schema and sample data from my MongoDB collections so it can answer questions accurately.

The AI now has access to data but the responses are very slow. Can you optimize this?

Please add the ability to export charts as images.

Exporting works but the image quality is poor. Please improve it.

Please add the ability to share dashboards with other users via a link.

Sharing doesn't work. When I open the shared link, I get an error.

Please add filtering options for charts so I can filter data by specific fields.

Filtering works but when I save a filtered chart, the filters don't persist.

Please add the ability to schedule automatic dashboard refreshes.

Automatic refresh doesn't work. Please fix.

Please add real-time updates so the dashboard updates automatically when data changes in MongoDB.

Real-time updates work but they're causing performance issues. Please optimize. Can you also add the ability to aggregate data across multiple collections?

Aggregation works but complex queries are timing out. Please add pagination and improve query performance.