Rag

RAG (Retrieval-Augmented Generation) Introduction There are three main mode for AI systems: Retrieval: The system retrieves relevant information from a database or knowledge base. Generation: The system generates new content based on the input it receives. Action: The system takes actions based on the input it receives. Like MCP, Agent, etc. Like Camel, the agent can interact with the environment and take actions based on the input it receives. The RAG is welled grounded by the time I write this article and it includes mainly the first two modes. ...

May 14, 2025 · 2 min · 421 words · Yunfei

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