"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