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| Demo | Description |
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| --- | --- |
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|[Redis RAG Workbench](https://github.com/redis-developer/redis-rag-workbench)| Interactive demo to build a RAG-based chatbot over an arbitrary PDF. Toggle different settings and configurations to improve chatbot performance and quality. Integrates RedisVL, LangChain, RAGAs, and more. |
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|[ArxivChatGuru](https://github.com/redis-developer/ArxivChatGuru)| Streamlit demo of RAG over Arxiv documents with Redis & OpenAI |
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