Shypd.aiThe largest open index of AI toolsRAT-retrieval-augmented-thinking is an AI Agents & Automation tool that enhances AI responses by leveraging DeepSeek's reasoning capabilities. It guides other models through a structured thinking process to improve output quality.
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RAT (Retrieval Augmented Thinking) is a powerful open-source tool designed to improve AI responses by utilizing DeepSeek's advanced reasoning capabilities. It guides other AI models through a structured thinking process, leading to more thoughtful, contextually aware, and reliable answers. The tool employs a two-stage approach: a Reasoning Stage where DeepSeek generates detailed analysis for each query, and a Response Stage where OpenRouter models use this reasoning context to provide informed answers. Key features include flexibility to choose various OpenRouter models, visibility into the AI's thinking process, and maintenance of conversation context for coherent interactions. It also offers a specialized Claude-specific version that leverages Anthropic's message prefilling for enhanced coherence.
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