Back to Browse

Create RAG PDF Chatbots with Python,Langchain,ChromaDB and Google Gemini 🤖

3.1K views
Dec 5, 2024
12:39

"Build a Smart RAG PDF Chatbot with Google Gemini and LangChain! 🤖📄 This Python script demonstrates how to: - Load PDF documents - Split text into manageable chunks - Create vector embeddings using ChromaDB Vector database - Build a retrieval-based Q&A system using Google's Gemini 1.5 Pro - Extract precise answers from complex documents Chapters: 00:00 - Introduction & Github 00:55 - Gemini Key creation 02:00 - Create new virtual environment 02:30 - Code Explanation 04:00 - PDF loading 04:40 - Splitting the documents into chunks 05:40 - Create a vector store using Chromadb 06:30 - Create a QnA chain using Langchain Github Link : https://github.com/mahato99/gemini-rag Perfect for researchers, analysts, and developers looking to leverage AI for intelligent document query processing! #chatbot #PythonProgramming #RAG

Download

0 formats

No download links available.

Create RAG PDF Chatbots with Python,Langchain,ChromaDB and Google Gemini 🤖 | NatokHD