Langchain PDF App (GUI) | Create a ChatGPT For Your PDF in Python
In this project-based tutorial, we will use Langchain to create a ChatGPT for your PDF using Streamlit. We will build an application that allows you to ask questions about a PDF document and get answers directly from an LLM (Large Language Model), like OpenAI's ChatGPT.
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Links
👉 Github repo: https://github.com/alejandro-ao/langchain-ask-pdf
👉 Langchain docs: https://python.langchain.com/en/latest/index.html
💬 Join the Discord Help Server - https://link.alejandro-ao.com/HrFKZn
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Langchain is a powerful open-source Python (and Javascript) framework that allows you to build applications with LLMs and text embeddings. With Langchain and PDF, you can easily train GPT on your own data and create a personalized LLM that can answer questions and generate text.
In this tutorial, we will walk you through the process of building an application with Langchain using Streamlit. We will dive into Langchain and its features, including its ability to train GPT on documents and text embeddings.
We will show you how to create embeddings for your text using OpenAI's API and Langchain, and how to integrate it into your project. You will also learn how to train GPT on PDF documents and fine-tune it to your specific use case.
Throughout the tutorial, we will be building a fully functional application that allows you to upload a PDF file, ask questions about it directly, and have an LLM answer for you. We will use the powerful capabilities of Langchain with PDF to create a seamless user experience and showcase the framework's many possibilities.
Langchain is a versatile framework that can be used in many applications, from chatbots to document analysis. We will show you how to leverage Langchain to create powerful applications with Streamlit that can help automate tasks and improve efficiency.
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