In this article, I’ll walk you through all the steps required to query your PDFs and get response out of it using Azure OpenAI. Let’s get started by importing the required packages. Import Required Packages Here are the packages which we need to import to get started: from dotenv import load_dotenv from langchain.document_loaders import…

In this article, I’ll guide you through all the steps which are required to utilize Azure search(non-semantic) with OpenAI and Langchain. Before getting started, here are the few prerequisites which need to be satisfied. Prerequisites An Azure account with an active subscription. If you do not have one, you can Create…

This article is the revised version of my previous article published here. Reason for this revision is, GPT Index is renamed to LlamaIndex. Here problem is not only renaming, lot many classes are removed, function parameters are changed and much more. So, let’s get started. In this article, I’ll show…

In this article, I’ll explain you an end-to-end use case which utilizes OpenAI. We will see how we can answer the questions from multiple documents. User will provide the directory path and system will go through all the files to answer the questions. Let’s get started. Import Required Packages Below are the list…

In this article, I’ll walk you through high level steps which are required to query your comma separated value a.k.a. CSV file and get response out of it. Let’s get started by importing the required packages. Import Required Packages import pandas as pd import tiktoken import openai import os import numpy as np Get OpenAI API Key …

In this article, I’ll walk you through all the steps required to query your PDFs and get response out of it. Let’s get started by importing the required packages. Import Required Packages import langchain import os import openai from langchain.embeddings import OpenAIEmbeddings from langchain.vectorstores import Chroma from langchain import OpenAI, VectorDBQA from langchain.document_loaders import UnstructuredFileLoader from langchain.text_splitter import CharacterTextSplitter import nltk nltk.download("punkt") os.environ["OPENAI_API_KEY"]…

In this article, I’ll show you how you can use your locally stored text files to get response using GPT-3. You can ask questions and get response like ChatGPT. This article is in continuation to the one, I’ve already written. …

In this article, I’ll explain how can you integrate ChatGPT inside Google docs and utilize the capabilities of any text based OpenAI model of your choice. If you are not aware what Google docs is — it is an offering by Google, where in you can create and collaborate documents…

In this article, I will show you, how can you integrate ChatGPT with Microsoft Excel. Let’s get started by getting an OpenAI API key. Getting OpenAI API Key To get the OpenAI key, you need to go to https://openai.com/, login and then grab the keys using highlighted way: Adding Script In Excel Let’s open Excel, go to Automate…