Struggling to sift through mountains of data in your PostgreSQL database? Wish you could ask natural language questions and get insightful answers?
This video explores LlamaIndex and HuggingFace, which can help to query database and tables in plain English instead of complex SQL queries.
Though you need to do some prompt engineering and hyper parameters tuning to get answers mostly correct, the aim of the tutorial is to provide methods through which NLP and NLG can be achieved.
More descriptive blog is available at below URL:
https://wildestimagination.dev/unlock...
GitHub link to download employees database for PostgreSQL:
https://github.com/h8/employees-database
#llamaindex #huggingface #postgresql #naturallanguageprocessing #naturallanguagegeneration #nlp