Text to SQL without exposing DB 👨‍💻 #tech #startup #databse #rag

Right now, there are 2 main challenges that we need to overcome:

1) While generating query, you need to make sure that you mentioning the right database field. For example I submitted the sample database from above and asked “Find me the registration id of hackathon” now this generated me query

2. We pass the whole schema of the table in the prompt template as you can see, but now the problem is the context length. For a few tables, it will have no issues but as soon as we go to production DB’s with thousands of rows and tables, things start to break off.

Read the full blog here: https://blog.gopenai.com/advanced-rag-for-database-without-exposing-db-data-text-to-sql-a0e71f00e010

Видео Text to SQL without exposing DB 👨‍💻 #tech #startup #databse #rag канала Paras Madan