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update utility

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zachary62 2025-03-17 12:24:18 -04:00
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@ -49,7 +49,7 @@ From there, it’s easy to implement popular design patterns:
## Utility Function ## Utility Function
We **do not** provide built-in utilities. Instead, we offer **example** implementations for common needs—please **implement your own**. We **do not** provide built-in utilities. Instead, we offer *example* implementations—please *implement your own*.
- [LLM Wrapper](./utility_function/llm.md) - [LLM Wrapper](./utility_function/llm.md)
- [Viz and Debug](./utility_function/viz.md) - [Viz and Debug](./utility_function/viz.md)
@ -59,9 +59,9 @@ We **do not** provide built-in utilities. Instead, we offer **example** implemen
- [Vector Databases](./utility_function/vector.md) - [Vector Databases](./utility_function/vector.md)
- [Text-to-Speech](./utility_function/text_to_speech.md) - [Text-to-Speech](./utility_function/text_to_speech.md)
**Why not built-in utilities?**: I believe it's a *bad practice* to embed vendor-specific APIs in a general framework: **Why not built-in?**: I believe it's a *bad practice* for vendor-specific APIs in a general framework:
- **API Volatility**: Frequent changes lead to heavy maintenance for hardcoded APIs. - *API Volatility*: Frequent changes lead to heavy maintenance for hardcoded APIs.
- **Flexibility**: You may want to switch vendors, use fine-tuned models, or run them locally. - *Flexibility*: You may want to switch vendors, use fine-tuned models, or run them locally.
- **Optimizations**: Prompt caching, batching, and streaming are easier when you’re not locked into a single vendor. - *Optimizations*: Prompt caching, batching, and streaming are easier without vendor lock-in.
## Ready to build your Apps? [Learn Agentic Coding!](./guide.md) ## Ready to build your Apps? [Learn Agentic Coding!](./guide.md)