Dspy Python Packages

predict-rlm

Production focused Self-harnessed LM runtime (RLM) that allows the LM to call its sub-lm with DSPy signatures. Define your inputs, outputs, and tools — the model handles its own control flow. Get fully interpretable trajectories and performance that scales directly with model improvements. Without context rot.

6K 265 25

zon-format

ZON → 35-70% cheaper LLM prompts than JSON/TOON. Zero overhead.

4K 68 6

agentic-fleet

Adaptive Agentic AI Reasoning using Microsoft Agent Framework -- Join the Discord for suggestion or support ! https://discord.gg/ebgy7gtZHK

3K 99 10

voicetest

A generic test harness for voice agent workflows

2K 15 1

dspy-qwen-adapter

A DSPy adapter tailored to Qwen 3+ suggested formatting patterns.

2K 22 1

fleet-rlm

Recursive Language Models with DSPy + Daytona and an integrated Web UI for secure long-context code execution

2K 32 2

strwythura

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.

1K 223 25

dorgy

An LLM-powered command line tool to automatically organize your files and directories

796 8 0

langstruct

LLM-powered structured information extraction using DSPy optimization

787 123 13

minima-llm

Minimal async LLM backend with caching and batch execution.

731 0 0

cognilateral-trust

AI that tells you when it's guessing. Confidence tiers + accountability for AI agents. pip install cognilateral-trust

717 0 0

clearflow

Correctness-first orchestration for emergent AI. Type-safe, deeply immutable, 100% code coverage.

556 0 1

dspy-code

Claude Code for DSPy: AI-powered interactive development environment for DSPy

454 69 6

propaganda-pipeline

LLM-based pipeline for detecting 23 propaganda and persuasion techniques in text. Built on DSPy + OpenAI, with consistency voting, an LLM judge, and span-level visualizations.

445 1 0