Zain Hoda

Would it be worthwhile to add a median function?

The labels are lexically sorted so the conversion from int to string should contain a left pad otherwise when the labels get sorted, it goes 0, 1, 10, 11, 12,...

One bad query in connect_to_postgres results in future failures

1

If one query has an error, the subsequent queries to postgres will fail. We either need to open a new connection for each query or we need to do a...

Make token assumptions configurable

1

From a user: "We have access to GPT4 as well and would prefer to use it, so perhaps making some of the token assumptions configurable would be nice"

In order to get the postgres connector to work on a mac, I had to do: `pip install psycopg2-binary` I think we should consider pg8000 to avoid compatibility issues: https://wiki.postgresql.org/wiki/Python

Use Vanna with CSV files

6

Should we make a vn.use_df function that loads data into sqlite and connects to it so that you can run Vanna on dataframes that you might have brought in via...

## What is this Python project? Vanna is an MIT-licensed open-source Python RAG (Retrieval-Augmented Generation) framework for SQL generation and related functionality. ## What's the difference between this Python project...

Add a function to summarize results

1

We need to add a function that will summarize the results in natural language. The function will have to take in the tabular results and/or the chart image.

Remove this .tail(25) restriction https://github.com/vanna-ai/vanna/blob/19269d6157b497a4bc7bcd72dd5b2c8c17d410f0/src/vanna/flask.py#L254C29-L254C38

Add an overridable logging function

11

Instead of using hardcoded print statements, there should be a logging function in the base class. That logging function in particular should be called before submitting the prompt so that...