Blog

Open Source Embeddings with Langchain

We discuss the use of open source Hugging Face Embeddings and delve in the world of doing Q&A over our documents.

Privacy with Microsoft Azure OpenAI embeddings and chat model

We learn to use the Azure OpenAI chat and embeddings model to Q&A our documents. More so, this method is special since Azure models guarantee privacy of our data that we send to the LLM.

Recursive Text Split in Langchain

We discuss the various methods of splitting our document text. More so we would focus on Recursive Text Splitting Technique.

SQL Queries with Fine Tuned Llama 2 7 Billion Model

We finetune Llama 2 7Billion Parameter model to excel at the task of SQL Query Creation.