Context Engineering: Improving AI Coding agents using DSPy GEPA
This blog post is a technical walkthrough of how we improved the coding agents used in the AI data scientist. With the actual data, and evaluation...
Please wait while we find the best results for you.
Analyzing content and applying filters...
This blog post is a technical walkthrough of how we improved the coding agents used in the AI data scientist. With the actual data, and evaluation...
DSPy quick review in Chinese. 隨著模型性能提升, Prompt Engineering 的重要性不如數年前那麼顯著。 今年一個非常受歡迎的項目 DSPy 提出了一個革新性的概念:「Programming—not prompting」,主張讓程式自動生成...
lru_cache cache decorator applied to ensure faster throughput and stopping needless regeneration.
Added ability to use a seperate prompt_model to use to evolve the program.
The pretty much "official" DSPy framework for Typescript | Language: TypeScript | License: Apache License 2.0
Modaic is the platform for DSOps: DevOps for DSPy programs. We’re building the infrastructure for software 3.0, where agents autonomously improve...
This tutorial demonstrates how to use MLflow to track and analyze your DSPy optimization process. MLflow's built-in integration for DSPy provides...
In this walkthrough I break down the SPLASH 2024 paper on meaning-typed programming and show how its type-driven approach can remove a ton of brittle...
Let your AI use tools to answer questions - the ReAct (Reasoning + Acting) pattern in ax-llm, DSPy
Researchers introduce SAVANT, a structured reasoning framework that enhances anomaly detection in driving scenes using vision-language models (VLMs)....
Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama, LLMs, RAGs, LangChain, LangGraph, Fine-tuning, DSPy & AI Agents (CrewAI),...
The following content is not an introduction to DSPy, nor is it a tutorial to learn how to use DSPy. I believe this topic has already been well...
Unified Go interface for Language Model (LLM) providers. Simplifies LLM integration with flexible prompt management and common task functions. |...
A lot of DSPy content is crawled compared to what is curated, now you can search it at https://dspyweekly.com/search/ . A new section for Companies...
A comprehensive, production-ready framework for Retrieval-Enhanced Fragmented Reasoning and Generation (REFRAG) that revolutionizes how large...
Big shoutout to Team Weaviate for organising and recording these.
Build and test signatures interactively. Create multiple cells to experiment with different prompts and see results side by side.
In this Dagster Deep Dive, Alex Noonan and Colton Padden demonstrate how to escape the "prompt spaghetti" trap that plagues most LLM applications....
In this blog post, I share my hands-on comparison of DSPy and LlamaBot for building structured LLM applications, using a real-world expense...