Generative AI Design Patterns: A Complete Information | by Vincent Koc | Feb, 2024

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This design champions adaptability, that includes a modular AI system that may dynamically reconfigure itself for optimum process efficiency. It’s akin to having a Swiss Military knife, the place every module may be chosen and activated as wanted, making it extremely efficient for companies that require tailored options for various buyer interactions or product wants.

You may deploy the usage of numerous autonomous agent frameworks and architectures to develop every of your brokers and their instruments. Instance frameworks embrace CrewAI, Langchain, Microsoft Autogen and SuperAGI.

For a gross sales modular monolith this might be brokers centered on prospecting, one dealing with bookings, one centered on producing messaging, and one other updating databases. In future as particular providers change into obtainable from specialised AI corporations, you possibly can swap out a module for an exterior or third celebration service for a given set of duties or area particular issues.

8) Method To Reminiscence Cognition For LLM’s

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