Prompt chaining

Language models

Prompt chaining means breaking a complex request into a sequence of simple, targeted instructions the model executes in order. Each step reduces the AI's cognitive load, steers its reasoning and makes the result more precise, more traceable and easier to control.

In practice at Gensai

Gensai uses prompt chaining in its RAG agents and business chatbots, orchestrated with frameworks such as LangChain.

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LLM (Large Language Model)SLM (Small Language Model)DLLM (Diffusion Large Language Model)Hallucination (AI)Pre-trained model Foundation model Generative AI Transformer Token Context window Prompt Prompt engineering Context (AI)Memory (AI)Fine-tuning

Prompt chaining

In practice at Gensai

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Same theme