Data Fox

• 

  A query asked by the user

Inspiration

I was learning sql and it always give me headache that how i can do this. So i came across with an idea that i must learn sql in a way that helps non technical individual.

What it does

Text-to-SQL converter turning natural language queries into SQL statements based on your database schema.

How we built it

It is powered by Deepseek, LangChain, and Streamlit

Challenges we ran into

=>Connecting to your database to extract the schema =>Using LangChain to communicate with the LLM

Accomplishments that we're proud of

=> A production level End to End GenAI App

What we learned

=> Setting up Ollama’s Deepseek LLM model => Creating a clean Streamlit UI to generate SQL queries instantly

What's next for Data Fox

=> I will try to make it with another model because deepseek is a little bit slow but with proper pipelines

Built With

• database
• llm
• ollama
• python
• sqlite
• streamlit