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.

zon-format

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

agentic-fleet

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

fleet-rlm

DSPy's Recursive Language Model (RLM) with Daytona Sandbox for secure cloud-based code execution

voicetest

Test harness for voice agents. Import from Retell, VAPI, Bland, LiveKit. Run autonomous simulations. Evaluate with LLM judges.

synadia-ai-agent-service

SDKs and reference implementations for the Synadia Agent Protocol for NATS

dspy-code

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

dspy-qwen-adapter

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

cognilateral-trust

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

dorgy

AI-assisted CLI for organizing files.

minima-llm

Minimal async LLM backend with caching and batch execution

clearflow

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

clio-agent

A science agent supporting any general AI agent in performing data management operations at scale. Builds upon the heritage of the IOWarp platform and proudly represents work done at Gnosis Research Center at Illinois Tech. Supported by NSF.

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.

langstruct

Extract structured data from any content using LLMs.

dspy-inspector

DSPy program/pipeline inspector widget for Jupyter/VSCode Notebooks.

kbbridge

MCP server for enhancing knowledge base search and retrieval

cognify-ai

The Automated Optimizer for GenAI Workflows

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.

cutia

CUTIA: compress prompts while preserving quality

veritascribe

AI-Powered Thesis Review Tool

dspy-kya

KYA (Know Your Agent) identity verification for DSPy modules