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Optimizing Local LLM SVG Code Generation with TextGrad

The TextGrad whitepaper describes two types of optimizations we can apply:

1. Instance optimization – Directly optimize a solution to a problem like a code snippet or a generated report

2. Prompt optimization – find a prompt that improves the performance of an LLM across multiple queries for a task. We can optimize at the system-prompt or the user-prompt level

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set for success in agtech enablement
Insights

S.E.T for Success in AgTech: Enablement

Today, enablement may come in the form of enabling agronomists to make better decisions through richer soil testing or enabling growers to plan more efficiently through digital, real-time interfaces.

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set for success in agtech scalability
Insights

S.E.T. for Success in AgTech: Scalability

Scalability is especially relevant for AgTech companies as increasing consumer demand, continuous technology advancements, and shifting macro-economic trends create new opportunities to expand revenue, customer bases, and win new industry segments.

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