dspy-expert

What problem does it solve?

DSPy Expert provides end-to-end guidance and tooling for building and optimizing DSPy programs, including defining signatures, wiring modules, compiling/optimizing prompts, evaluating results, and debugging failures, enabling rapid iteration in real-world prompts workflows.

Core Features & Use Cases

• End-to-end DSPy workflow: define a minimal but effective Signature, implement a small Module, and run deterministic evaluation with traceable metrics.
• Evaluation-first design: build a lightweight harness with train/dev/test splits, metric functions, and failure logging to improve robustness.
• Tooling and integration: supports local OpenAI-compatible endpoints, RAG patterns, and incremental prompt improvements for production-grade prompts.

Quick Start

Frame your DSPy task by describing the input, expected output, and evaluation criteria, then build a minimal DSPy baseline (Signature + simple Module) and an evaluation harness to start.