https://github.com/Dataherald/dataherald You can use Postgres, BigQuery, Snowflake, or Databricks as the data source. It uses Langchain custom tools and a custom agent which is pretty reliable IME. If your data is on Azure blob in parquet files you can spin up a Databricks warehouse, create tables…
…help a lot of our clients who want to use genAI to query their business data in natural language: https://github.com/Dataherald/dataherald When I showed it to people at my job and set up a little POC with dummy data, I mostly just got blank stares. People didn't really understand how it works or…
Hey duder, ur library is used within DataHerald, we are also finding a bit of use out of it for our own homebreqed solution for NL to Sql, RAG and otherthings. You did great 😋
building a custom text2sql agent with tool llama 3
…to see a really reliable instance. For tips and tricks you may want to look over some open source solutions such as DataHerald and Vanna.ai. The last text to sql agent I built was rather simple in that it was all via prompt. OBJECTIVE -> DOMAIN KNOWLEDGE -> SQL DIALECT RULES -> FULL SCHEMA ->…