Custom Chatbot w/ Your PDF Data (Google PaLM on Vertex AI)

In this tutorial, we dive into the world of AI chatbots and show you how to build one that leverages data from PDF documents as its knowledge base. This includes:
1. How to parse data from PDF files using Document AI
2. How to convert parsed data into Text Embeddings with Vertex AI
3. How to set up a knowledge base (vector database) using Elasticsearch
4. How to utilize Google's Palm AI system to underpin your chatbot.
5. How to integrate the knowledge base with your chatbot for dynamic and informative responses.

Demonstration Code and Diagram: https://github.com/nodematiclabs/chat...

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Elasticsearch on GKE: Installing Elasticsearch on Google Ku...

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0:00 Conceptual Overview
2:26 Elastic Vector Database
3:06 Cloud Storage and PDFs
4:00 Document AI
4:33 Networking
6:05 Pipeline Code
8:16 Pipeline Run
9:23 Using the Chatbot