DSPy: The framework for programming—not prompting—language models

The platform for LLM evaluations and AI agent testing

The pretty much "official" DSPy framework for Typescript

Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama, LLMs, RAGs, LangChain, LangGraph, Fine-tuning, DSPy & AI Agents (CrewAI), (Using ChatGPT, gpt-oss, Claude, Qwen, Gemma, Llama, Gemini)

Unified Go interface for Language Model (LLM) providers. Simplifies LLM integration with flexible prompt management and common task functions.

⚒ Evolutionary self-improvement for Hermes Agent — optimize skills, prompts, and code using DSPy + GEPA

An Awesome list of curated DSPy resources.

In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.

A framework for optimizing DSPy programs with RL

A tool kit for generating high quality prompts using DSPy GEPA optimizer

FastAPI wrapper around DSPy

A multi-agent LLM system for detecting and resolving cognitive dissonance.

Multi-Faceted AI Agent and Workflow Autotuning. Automatically optimizes LangChain, LangGraph, DSPy programs for better quality, lower execution latency, and lower execution cost. Also has a simple agent/workflow framework

DSPydantic: Auto-Optimize Your Prompts and Pydantic Models with DSPy

Performance centered DSPy rewrite to(not port) Rust

Red-Teaming Language Models with DSPy

Automated generation of comprehensive Agents.md for LLMs, driven by the DSPy Recursive language model implementation.

DS.js (Declarative Self‑learning JavaScript

Strwythura: construct an entity-resolved knowledge graph from structured data sources and unstructured content sources, implementing an ontology pipeline, plus context engineering for optimizing AI application outcomes within a specific domain. This produces a Streamlit app, with MLOps instrumentation.

Context Engineering Course with DSPy

A user interface for DSPy

The Ruby framework for programming—rather than prompting—language models.

A comprehensive 0-to-1 guide for building self-improving LLM applications with DSPy framework

WIP - Allows you to create DSPy pipelines using ComfyUI

LLM-driven automated knowledge graph construction from text using DSPy and Neo4j.

DSPy Go implementation

DSPy module for OpenAI Codex SDK - signature-driven agentic workflows

A Ruby on Rails style framework for the DSPy (Demonstrate, Search, Predict) project for Language Models like GPT, BERT, and LLama.

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dspy-cli is a tool for creating, developing, testing, and deploying DSPy programs as HTTP APIs.