S1M0N38/dspy-arxiv
Explore the use of DSPy for extracting features from PDFs ๐ | Language: HTML | License: MIT License
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Explore the use of DSPy for extracting features from PDFs ๐ | Language: HTML | License: MIT License
Red-Teaming Language Models with DSPy | Language: Python
A multi-agent LLM system for detecting and resolving cognitive dissonance. | Language: Python
This repository provides an extensible inference engine for using RLMs around standard API-based and local LLMs. The initial experiments and idea...
AI-powered platform for OSINT intelligence analysis. Features archive discovery with hypothesis-driven investigation, GLiNER entity extraction,...
A local-first AI engineering agent that learns from your codebase using DSPy. | Language: Python
Claude Code for DSPy: Comprehensive CLI to Optimize Your DSPy Code. our AI-Powered DSPy Development Assistant | Language: Python | License: MIT...
Currently, various industries are actively exploring fine-tuning large models for their specific sectors. The fine-tuning process itself is not...
A tool kit for generating high quality prompts for AISDK using DSPy GEPA optimizer
State-of-the-art prompting techniques implementation with DSpy - Manager-style prompts, role personas, meta-prompting, and more | Language: Python |...
Prompt engineering doesn't scaleโespecially when models change, prompts drift, and your โlogicโ lives inside a giant string. | Channel: VectorLab
In-Context Learning (ICL) has become a standard technique for adapting Large Language Models (LLMs) to specialized tasks by supplying task-specific...
A collection of Compound Retrieval Systems implemented with DSPy and Weaviate. | Language: Python | License: MIT License
DSPy program/pipeline inspector widget for Jupyter/VSCode Notebooks. | Language: Python | License: GNU General Public License v3.0
Minimal agent runtime built with DSPy modules and a thin Python loop. Includes CLI, FastAPI server, and eval harness with OpenAI/Ollama support. |...
prompt engineering experiments with DSPy GEPA and TextGrad | Language: Python
This codebase demonstrates various DSPy functionalities through practical examples. | Language: Python
A DSPy-based implementation of the tree of thoughts method (Yao et al., 2023) for generating persuasive arguments | Language: Python | License: MIT...
A comprehensive 0-to-1 guide for building self-improving LLM applications with DSPy framework | Language: Python