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Implementing RAG with Amazon Bedrock, Amazon Titan, and Amazon OpenSearch Serverless

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Retrieval Augmented Generation for a Chatbot

Implementing RAG with Amazon Bedrock, Amazon Titan, and Amazon OpenSearch Serverless

Make sure you have an active AWS subscription and have access to Titan in us-west-2 region.

Create a Python virtual environment

python -m venv venv

source venv/bin/activate

Install the dependencies

pip install -r requirements.txt

Launch Jupyter Notebook

jupyter notebook

To run Gradio app, launch the script

python chatbot.py

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  • Jupyter Notebook 89.7%
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