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- Output generation (e.g., producing reports, sending emails) - Output generation (e.g., producing reports, sending emails)
- > **If a human can’t solve it, an LLM can’t automate it!** Before building an LLM system, thoroughly understand the problem by manually solving example inputs to develop intuition. - > **If a human can’t solve it, an LLM can’t automate it!** Before building an LLM system, thoroughly understand the problem by manually solving example inputs to develop intuition.
{: .best-practice } {: .best-practice }
3. **Flow Design (Compute)**: Create a high-level design for the application’s flow. 3. **Flow Design (Compute)**: Create a high-level design for the application’s flow.
- Identify potential design patterns, such as Batch, Agent, or RAG. - Identify potential design patterns, such as Batch, Agent, or RAG.