sample-chatbot-for-bedrock-knowledge-base-and-multimodal-llms and multi-modal-chatbot-with-advanced-rag
These tools are competitors, as both implement multi-modal chatbots with Amazon Bedrock and advanced RAG, differing in their specific feature sets and implementations.
About sample-chatbot-for-bedrock-knowledge-base-and-multimodal-llms
aws-samples/sample-chatbot-for-bedrock-knowledge-base-and-multimodal-llms
Multimodal Chatbot with Amazon Bedrock Knowledge Bases Integration
Leverages Streamlit for the UI while integrating with Amazon Bedrock's retrieval-augmented generation (RAG) capabilities through Knowledge Bases, supporting both Claude and Nova multimodal models. Enables image uploads alongside text queries for enriched context, with helper scripts to programmatically create and manage knowledge bases backed by S3 document storage. Architecture uses Bedrock's embedding and LLM APIs to retrieve relevant documents and generate contextual responses based on selected models and knowledge base selection.
About multi-modal-chatbot-with-advanced-rag
aws-samples/multi-modal-chatbot-with-advanced-rag
Amazon Bedrock Q&A multi-modal chatbot with advanced RAG
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