GenAI Architectures
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gen_ai
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23.10.2024, 10:43
modified
22.08.2026, 17:32
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authors
Jakub
ai-assisted
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- Designs of architectures for generative AI applications have progressed a lot in recent years. There is shift from simple chat bot interfaces to more complex designs. These new architectures aim to provide LLMs with proprietary knowledge-bases, give them agency, make them solve complex workflows and so on.
# List of Architectures
- RAG
- Retrieval-Augmented Generation (RAG is a standard architecture for enabling chat bots (LLMs) to operate over data they have not seen during training
- Agents
- AI Agents are programs where LLM outputs control the workflow ( Source).
- Compound AI Systems
- Systems where LLMs and tools are orchestrated through predefined code paths ( Source).