Talk to My Document: A Serverless RAG approach using Huggingface, Amazon Lex and Amazon DynamoDB

#aws #llm #devops #ai

In this Post I demonstrate a RAG approach using Amazon Lex and DynamoDB and Hugging Face llm. This approach enables the use of a Lex bot and LLM to answer questions based on knowledge context from a document. This approach uses LlamaIndex for the whole RAG pipeline.
I have uploaded the whole code for the solution to Gumroad if anyone is interested to follow this.

💡 Post
https://amlana21.medium.com/talk-to-my-document-a-serverless-rag-approach-using-huggingface-amazon-lex-and-amazon-dynamodb-9361da3694fc

🗒 Full code
https://achaklan.gumroad.com/l/serverlessrag

📃 Demo of the Doc ingestion
https://youtu.be/G79vO7Lavww

🤖 Demo of the Lex Chatbot
https://youtu.be/Q7TtIM1jRmM