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A tool kit for generating high quality prompts for AISDK using DSPy GEPA optimizer
Experimental Code for StructuredRAG: JSON Response Formatting with Large Language Models | Language: Jupyter Notebook
AI-powered platform for OSINT intelligence analysis. Features archive discovery with hypothesis-driven investigation, GLiNER entity extraction,...
In-Context Learning (ICL) has become a standard technique for adapting Large Language Models (LLMs) to specialized tasks by supplying task-specific...
A local-first AI engineering agent that learns from your codebase using DSPy. | Language: Python
State-of-the-art prompting techniques implementation with DSpy - Manager-style prompts, role personas, meta-prompting, and more | Language: Python |...
Explore the use of DSPy for extracting features from PDFs 🔎 | Language: HTML | License: MIT License
Minimal agent runtime built with DSPy modules and a thin Python loop. Includes CLI, FastAPI server, and eval harness with OpenAI/Ollama support. |...
A comprehensive 0-to-1 guide for building self-improving LLM applications with DSPy framework | Language: Python
Comparative NER study: Regex vs spaCy vs DSPy LLM. Measures precision, recall, F1, cost, and latency across synthetically generated records with...
Quick experiment with 457 pages of govt bulletin in 43 seconds and costed $0.002.
An EXCELLENT quick demo implementation of RLM from DSPy! And really this shows how good RLM is at needle in the haystack solutions. In over 3.4M...
A technical discussion of how large language models can speed up GPU kernel optimization, from research ideas to production kernels. DSPy used in...
Collection of Claude Skills for DSPy framework - program language models, optimize prompts, and build RAG pipelines systematically | Language: Python...
DSPy used alongside Amazon Bedrock, Strands Agents.
This section introduces a new wave of AI tools that go beyond orchestration frameworks like CrewAI, AutoGen, and LangGraph. | Channel: Data AI Core
A collection of Compound Retrieval Systems implemented with DSPy and Weaviate. | Language: Python | License: MIT License
A DSPy-based implementation of the tree of thoughts method (Yao et al., 2023) for generating persuasive arguments | Language: Python | License: MIT...