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

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://amlanscloud.com/dynamodbrag/ 🗒 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