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chore: structure of library
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marcklingen committed Jul 8, 2024
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- **What We Learned from a Year of Building with LLMs**, _by Eugene Yan, Bryan Bischof, Charles Frye, Hamel Husain, Jason Liu and Shreya Shankar_, [Part 1](https://www.oreilly.com/radar/what-we-learned-from-a-year-of-building-with-llms-part-i/), [Part 2](https://www.oreilly.com/radar/what-we-learned-from-a-year-of-building-with-llms-part-ii/), [Part 3](https://www.oreilly.com/radar/what-we-learned-from-a-year-of-building-with-llms-part-iii-strategy/)
- **Traceability and Observability in Multi-Step LLM Systems**, [webinar](/guides/videos/webinar-observability-llm-systems)
- **Data Flywheels for LLM Applications** [blog post](https://www.sh-reya.com/blog/ai-engineering-flywheel/), _by Shreya Shankar_

## Optimization

- **Latency optimization** [cookbook](https://platform.openai.com/docs/guides/latency-optimization), _by OpenAI_

## Misc
## LLMs

- **Intro to Large Language Models** [talk](https://www.youtube.com/watch?v=zjkBMFhNj_g) _by Andrej Karpathy_

## News / Research

- **Last Week in AI** [podcast](https://www.lastweekinai.com), weekly summary AI news and research
- **Latent Space** [podcast](https://www.latent.space/podcast), deep dives and interview episodes
- **Stratechery** [newsletter/podcast](https://stratechery.com), tech/business strategy deep dives and news, many episodes related to AI/Labs

## Libraries / Tools

- Instructor, library for structured outputs with LLMs.
- Vercel AI SDK, TypeScript toolkit designed to help developers build AI-powered applications with React, Next.js, Vue, Svelte, Node.js, and more.
- LiteLLM: Use 100+ LLMs as a drop in replacement for OpenAI GPT models, either library or proxy.
- Popular frameworks to get started quickly with RAG/Chains/Agents: LangChain, LlamaIndex, Haystack

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## Misc

- **Stratechery** [newsletter/podcast](https://stratechery.com), tech/business strategy deep dives and news, many episodes related to AI/Labs

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