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zTn71&wkWk*zxd*>5B(PK&WarBy1Tf@DxJ=R+o?Qh={)5_HKQqCB=JJQw}1a-&2H)K zTbO>7O{` zkgbu-FaK+Kcm2iA8T!^nqxej(cKxr__ZB}@(PI_-A@>71H~H2r#zcIxlLKimi^m-%+So zaL9%172<|NUUpa|(~J!FO!zb&rTL%64$Wp{&HsIA#^-m3RQ~g0si^#a|L>3edKkp} Uudi;%lczMBHfQPy)8*U#2bY0`g8%>k literal 0 HcmV?d00001 diff --git a/docs/guide.md b/docs/guide.md index 8ff967a..3cbdf61 100644 --- a/docs/guide.md +++ b/docs/guide.md @@ -7,25 +7,42 @@ nav_order: 1 # LLM Application Development Playbook +> If you are an AI assistant involved in building LLM Apps, read this guide **VERY, VERY** carefully! This is the most important chapter in the entire document. Throughout development, you should always (1) start with a small and simple solution, (2) design at a high level (`docs/design.md`) before implementation, and (3) frequently ask humans for feedback and clarification. +{: .warning } + + + + ## System Design Steps -Start with a high-level design. Steps 1–4 should primarily be documented in docs/design.md, except for step 2, which you may implement the utility functions once their design is first complete. + +These system designs should be a collaboration between humans and AI assistants: + +| Stage | Human | AI | Comment | +|:-----------------------|:----------:|:---------:|:------------------------------------------------------------------------| +| 1. Project Requirements | ★★★ High | ★☆☆ Low | Humans understand the requirements and context best. | +| 2. Utility Functions | ★★☆ Medium | ★★☆ Medium | The human is familiar with external APIs and integrations, and the AI assists with implementation. | +| 3. Flow Design | ★★☆ Medium | ★★☆ Medium | The human identifies complex and ambiguous parts, and the AI helps with redesign. | +| 4. Data Schema | ★☆☆ Low | ★★★ High | The AI assists in designing the data schema based on the flow. | +| 5. Implementation | ★☆☆ Low | ★★★ High | The human identifies complex and ambiguous parts, and the AI helps with redesign. | +| 6. Optimization | ★★☆ Medium | ★★☆ Medium | The human reviews the code and evaluates the results, while the AI helps optimize. | +| 7. Reliability | ★☆☆ Low | ★★★ High | The AI helps write test cases and address corner cases. | 1. **Project Requirements**: Clearify the requirements for your project. -2. **Utility Functions**: Although the system acts as the main decision-maker, it depends on utility functions for routine tasks and real-world interactions. +2. **Utility Functions**: The AI system acts as the decision-maker, but it relies on **external utility functions** for input/output and tool usage. - - Example Utility Functions: - - `call_llm` (of course) - - Routine tasks (e.g., chunking text, formatting strings) - - External inputs (e.g., searching the web, reading emails) - - Output generation (e.g., producing reports, sending emails) - - - Example Non-Utility Functions: - - LLM tasks (e.g., text summarization). These tasks are the core the system and operate on top of the utility functions. + - **Example Utility Functions**: + - Reading inputs (e.g., getting Slack messages, reading emails) + - Writing outputs (e.g., generating reports, sending emails) + - External tool usage (e.g., calling LLMs, searching the web) - - > **Start small!** Only include a few most important ones to begin with without too many features. - {: .best-practice } + - **Example Non-Utility Functions**: + - LLM-based tasks (e.g., summarizing text, analyzing sentiment). These tasks are **core internal functions** built on top of the utility functions and will be designed in step 3. + + - > **Start small!** Only include the most important ones to begin with! + >
+ {: .best-practice } 3. **Flow Design (Compute)**: Create a high-level design for the application’s flow. - Identify potential design patterns, such as Batch, Agent, or RAG.