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Build using DSPy.
GEPA, or Genetic-Pareto, is a sample-efficient optimizer based on three principles: Genetic evolution, Pareto filtering, and Reflection using natural...
This course teaches you how to use DSPy to build and optimize LLM-powered applications. You’ll write programs using DSPy’s signature-based...
GEPA (Genetic-Pareto) is a framework for optimizing arbitrary systems composed of text components—like AI prompts, code snippets, or textual...
In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples. | Language: Python | License: MIT License
This article teaches how to develop authentic AI-generated voice using DSPy and genetic-Pareto optimization to systematically explore a...
This page offers an advanced guide for optimizing DSPy programs using dspy.GEPA, focusing on two key customization features. You can create custom...
For more control over the tool calling process, you can manually handle tools using DSPy's tool types.
The Ruby framework for programming—rather than prompting—language models. | Language: Ruby | License: Other
Construct knowledge graphs from unstructured data sources, use graph algorithms for enhanced GraphRAG with a DSPy-based chat bot locally, and curate...
DSPy Go implementation | Language: Go | License: MIT License
Reproducibility Study of “InPars Toolkit: A Unified and Reproducible Synthetic Data Generation Pipeline for Neural Information Retrieval” This...
A tool kit for generating high quality prompts using DSPy GEPA optimizer | Language: TypeScript | License: Other
A framework for optimizing DSPy programs with RL | Language: Python | License: MIT License
WIP - Allows you to create DSPy pipelines using ComfyUI | Language: Python | License: MIT License
Adaptive Agentic AI Reasoning using Microsoft Agent Framework -- Join the Discord for suggestion or support ! https://discord.gg/ebgy7gtZHK |...
This is a single lecture from a course. If you you like the material and want more context (e.g., the lectures that came before), check ... |...
This is a mock summary for the article at https://www.winking-owl.com.
Happy to finally announce the stable release of DSRs. Over the past few months, I’ve been building DSRs with incredible support and contributions...
Performance centered DSPy rewrite to(not port) Rust | Language: Rust | License: Apache License 2.0