Samik @prosamik.com · Apr 26 1/ The Foundational Building Block Augmented LLM: The basic building block of agentic systems is an LLM enhanced with augmentations such as retrieval, tools, and memory The best example of Augmented LLM is Model Context Protocol (MCP)
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2/ Workflow: Prompt Chaining Here, different LLMs are performing a specific task in a series, and Gate verifies the output of each LLM call Best example: Generating a Marketing Copy with your style and then converting it into different Languages