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@@ -43,13 +43,14 @@ New to Redis for AI applications? Here's how to get started:
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## Demos
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No faster way to get started than by diving in and playing around with a demo.
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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 a user-uploaded PDF. Toggle different settings and configurations to improve chatbot performance and quality. Utilizes RedisVL, LangChain, RAGAs, and more. |
|[Redis RAG Workbench](https://github.com/redis-developer/redis-rag-workbench)| Interactive demo to build a RAG-based chatbot over a user-uploaded PDF. Toggle different settings and configurations to improve chatbot performance and quality. Utilizes RedisVL, LangChain, RAGAs, and more. |
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