My Serverless WhatsApp chatbot on AWS, serving as a personal assistant with access to my private data.
- It is able to assist me with my private data related to Events/Contacts/TODOs/Projects/Tips/etc...
Feel free to clone it and extend it to your own company information/data (at your own risk/responsibility)
How is the Generative-AI approach implemented on top of AWS?
- RAG on top of Bedrock Knowledge Bases leveraging an OpenSearch Serverless Vector DB from PDF files.
- Bedrock Agents to enable APIs and Database requests to fetch live data as part of the chain-of-thought process.
- State Machine for different workflow's processing based on the user's input (text, voice-message, etc).
The processing of messages is powered by an AWS Step Function that has multiple tasks based on the user's input:
These steps show the creation of the "Meta Projects" and settings that will allow us to use WhatsApp Business APIs:
These steps show the creation of a Secret on AWS that will contain the required tokens/credentials for connecting AWS and Meta APIs.
Thanks for all the inspiration and guidance on the Generative AI journey:
- elizabethfuentes12 -> Gracias, Eli por inspirarme a ser un Developer Advocate!
- micheldirk -> Thanks Michel for the inspiration for the low-level CDK constructs!
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Curious Solutions Architect experienced in DevOps and passionate about advanced cloud-based solutions and deployments in AWS. I am convinced that today's greatest challenges must be solved by people that love what they do. |
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Copyright 2024 Santiago Garcia Arango.