Submit projectSubmit

DSPy

dspy.ai

A Python framework for programming rather than prompting language models, with algorithms to optimize prompts and weights.

Evaluation & Benchmarks

Save privately. Follow for reviewed updates in your SOTA inbox. Neither changes the ranking.

Your workspace

About DSPy

Hand-tuned prompts are brittle and hard to improve systematically.

Who it’s for

  • Python developers building AI systems
  • Researchers optimizing LM pipelines

When to consider it

Consider DSPy when you want modular AI code that can be optimized against your own metrics.

SOTA overview · Documentation-based assessment · Sources & review method

Updates

No updates shared yet.

Discussion

Newest first

Ask a question or share how you use DSPy.

Keep it helpful. Community rules

Loading discussion…

Sources & review method

Documentation-based assessment · Sep 30, 2026 · Prepared with AI assistance; not a hands-on benchmark.

Checked by SOTA · AI-assisted documentation review. Selection advice is our assessment; verify current requirements for your deployment.

Editorial policy · Suggest a correction

Import history & original evidence

DSPy on GitHub

Scope: Product overview · Imported Sep 30, 2026

A Python framework for programming rather than prompting language models, with algorithms to optimize prompts and weights.

Based on official product pages and documentation checked on 2026-09-30. No hands-on test, performance benchmark or popularity ranking is claimed.