dspy

#数据仓库#The open LLM Ops platform - Traces, Analytics, Evaluations, Datasets and Prompt Optimization ✨

#大语言模型#The pretty much "official" DSPy framework for Typescript

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

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 age...

WIP - Allows you to create DSPy pipelines using ComfyUI

#自然语言处理#Construct knowledge graphs from unstructured data sources, use graph algorithms for enhanced GraphRAG with a DSPy-based chat bot locally, and curate semantics for optimizing AI app outcomes within a s...

Experimental Code for StructuredRAG: JSON Response Formatting with Large Language Models

DSPy Go implementation

Simple Graph Memory for AI applications

#大语言模型#The Ruby framework for programming—rather than prompting—language models.

Build your own RAG and run it locally on your laptop: ColBERT + DSPy + Streamlit

prompt engineering experiments with DSPy GEPA and TextGrad

#大语言模型#This codebase demonstrates various DSPy functionalities through practical examples.

#自然语言处理#Explore the use of DSPy for extracting features from PDFs 🔎

Quickly get up and running with Event Sourcing and Agentic workflows in Clojure

#大语言模型#Minimal agent runtime built with DSPy modules and a thin Python loop. Includes CLI, FastAPI server, and eval harness with OpenAI/Ollama support.

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

#自然语言处理#State-of-the-art prompting techniques implementation with DSpy - Manager-style prompts, role personas, meta-prompting, and more

A framework for pitting LLMs against each other in an evolving library of games ⚔

Unpage is the open source framework for building SRE agents with infrastructure context and secure access to any dev tool.