dspy-go

A Go implementation of the DSPy framework for building reliable LLM-powered applications

🤖 Intelligent Agents

Build production-ready agents with ReAct reasoning patterns. Memory management for conversation context. Orchestration for multi-agent coordination. Custom tools for APIs and external systems.

🧬 State-of-the-Art Optimizers

GEPA uses evolutionary algorithms with Pareto optimization. MIPRO brings TPE-based systematic search. SIMBA adds introspective learning. 5 advanced optimizers that outperform manual prompt engineering.

🧠 Intelligent Tool System

Smart Tool Registry with Bayesian inference for optimal tool selection. Tool chaining with dependency resolution. MCP integration for external services. Build sophisticated agent workflows.

⚡ Go-Native Performance

Built for Go from the ground up—not a port. Parallel module execution, concurrent batch processing, efficient streaming. Production-ready with retry logic and monitoring.

🚀 Zero-Config + CLI Tool

Start instantly with one-line zero-config setup. Try all optimizers without writing code using the CLI tool. Test with GSM8K, HotPotQA, and custom datasets in seconds.

Start building with dspy-go today

Install with a single command and build your first LLM application in minutes.

go get github.com/XiaoConstantine/dspy-go

Get Started