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1. car-manual-rag-chatbot car-manual-rag-chatbot Public

   Context-aware chatbot that answers car warning questions using Retrieval Augmented Generation (RAG) — built with LangChain, OpenAI, and Chroma

   HTML

2. unstructured-data-rag-template unstructured-data-rag-template Public

   RAG system for multiple unstructured datatypes (excel, word, ppt, pdf)

   Jupyter Notebook

3. agentic-waiter agentic-waiter Public

   AI agent that can interact with restaurant customers like a human waiter using an Agentic RAG system. This AI agent will greet customers, understand their questions, retrieve relevant information, …

   Jupyter Notebook

4. ragas-evaluations ragas-evaluations Public

   Ragas system to evaluate Traditional NLP Metrics (ROUGE Score), LLM-Based Metrics (Simple Criteria Score, Rubrics Score), RAG-Specific Metrics (Factual Correctness, Semantic Similarity, Context Pre…

   Jupyter Notebook

5. bedrock-project bedrock-project Public

   Using AWS Bedrock for Code and Image Generation, and Meeting Summarization

   Python

6. agentcore agentcore Public

   AWS Bedrock AgentCore Runtime and Memory

   Jupyter Notebook