Building a QA Research Chatbot with Amazon Bedrock and LangChain

Overview and Implementation with Python

Aashish Nair
Towards Data Science
9 min readMar 16, 2024

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Image by Chen from Pixabay

Table of Contents

Introduction
Objective
Chatbot Architecture
Tech Stack
Procedure
Step 1 — Load the PDF Documents
Step 2—Build the Vector Store
Step 3- Loading the LLM
Step 4- Creating the Retrieval Chain
Step 5 — Build the

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