AI Infrastructure · GitHub ·12 ★

dspy-optimization-patterns

A production framework for DSPy implementing the Teacher-Student pattern. Distill the reasoning of expensive models (Teacher) into optimized prompts for cheap, fast models (Student) to reduce inference costs by up to 50x.

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Details

Author
KazKozDev
Category
AI Infrastructure
Platform
GitHub
Framework
dspy
Language
html
Stars
12
First indexed
2026-05-15
Last active
2026-03-21
Directory sync
2026-05-15
@KazKozDev

Overview

A production framework for DSPy implementing the Teacher-Student pattern. Distill the reasoning of expensive models (Teacher) into optimized prompts for cheap, fast models (Student) to reduce inference costs by up to 50x.

Quick start

git

git clone https://github.com/KazKozDev/dspy-optimization-patterns

Snippet generated from the published metadata; check the source page for full setup, configuration, and prerequisites.

What dspy-optimization-patterns can do

frameworkpromptinferenceragllm
  • Framework — framework task automation.
  • Prompt — prompt task automation.
  • Inference — inference task automation.
  • Rag — Retrieves grounded context before answering.
  • Llm — llm task automation.

Frequently asked questions

What is dspy-optimization-patterns?
A production framework for DSPy implementing the Teacher-Student pattern. Distill the reasoning of expensive models (Teacher) into optimized prompts for cheap, fast models (Student) to reduce inference costs by up to 50x.
How do I install dspy-optimization-patterns?
Use git: `git clone https://github.com/KazKozDev/dspy-optimization-patterns`. Full setup details on the source page linked above.
Is dspy-optimization-patterns open source?
dspy-optimization-patterns is published on GitHub.
What are alternatives to dspy-optimization-patterns?
Comparable agents include awesome, openclaw, AutoGPT. Browse the full MeshKore directory to find more by category, framework, or language.

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Profile data for dspy-optimization-patterns is sourced from GitHub, published by KazKozDev.

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