Edge 418: Meet The New DSPy: The Hot Framework to Build LLM Apps You Should Know About
Was this email forwarded to you? Sign up here Edge 418: Meet The New DSPy: The Hot Framework to Build LLM Apps You Should Know AboutCreated by Stanford researchers, the framework provides an interesting alternative to LangChain or LlamaIndex.
The universe of language model programming(LMP) frameworks has been expanding rapidly on the last few months. Frameworks such as LangChain or LlamaIndex have certainly achieved relevant levels of adoption within the LLM community and Microsoft’s Semantic Kernel is boosting an impressive set of capabilities. Recently, a new alternative known as DSPy came into the scene with a unique approach to LMP. DSPy was created by Stanford University researchers with the goal of providing improved abstractions for different LMP tasks. DSPy prioritizes programming over prompting in an attempt to enable the foundation to create more sophisticated LMP apps. Part of the current set of limitations of LLMs is that they are not very effective at tasks such as control logic such as loops or conditional statements, and they also require fundamentally different constructs for tasks such as fine-tuning or knowledge-augmentation. DSPy attempts to tackle these problems with a programming-centric approach... Subscribe to TheSequence to unlock the rest.Become a paying subscriber of TheSequence to get access to this post and other subscriber-only content. A subscription gets you:
|
Older messages
Edge 417: Building Multi Agent Systems
Tuesday, July 30, 2024
Can multiple agents collaborate in a single application? Some research and technologies that might help with that. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
3 vs. 3: The Open vs. Closed Battle for Big AI
Sunday, July 28, 2024
Big model announcements by Meta, Mistral and xAI. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
Edge 416: Inside Apple's 4M-21 Model that Could be the Foundation of its On-Device Multimodal Experience
Thursday, July 25, 2024
The model was trained simultaneously across 21 different modalities. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
Edge 415: Agents that Remember Actions with Procedural Memory
Tuesday, July 23, 2024
One of the most unique forms of memory in autonomous agents. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
📝 Guest Post: Local Agentic RAG with LangGraph and Llama 3*
Monday, July 22, 2024
In this guest post, Stephen Batifol from Zilliz discusses how to build agents capable of tool-calling using LangGraph with Llama 3 and Milvus. Let's dive in. LLM agents use planning, memory, and
You Might Also Like
🔎 How to Search Reddit Like a Pro — 9 Reasons to Always Use Windows With a VPN
Tuesday, November 12, 2024
Also: Tips for Setting Up a Mobile VR Office, and More! How-To Geek Logo November 12, 2024 Did You Know In the 2016 film Doctor Strange, the characters of both Doctor Strange and the villain Dormammu (
Web Scraping Tips, Python 3.13 Performance Boosts, Writing Interpreters & More
Tuesday, November 12, 2024
Introduction to Web Scraping With Python #655 – NOVEMBER 12, 2024 VIEW IN BROWSER The PyCoder's Weekly Logo Introduction to Web Scraping With Python In this video course, you'll learn all about
Daily Coding Problem: Problem #1606 [Easy]
Tuesday, November 12, 2024
Daily Coding Problem Good morning! Here's your coding interview problem for today. This problem was asked by PayPal. Given a binary tree, determine whether or not it is height-balanced. A height-
Charted | Breaking Down the U.S. Government's 2024 Fiscal Year 💰
Tuesday, November 12, 2024
Net interest payments cost the US government $882 billion in fiscal year 2024, the third-largest outlay in the final budget. View Online | Subscribe | Download Our App Presented by Hinrich Foundation
Spyglass Dispatch: AI's Independence Race • EU's Bad Meta Ads • AI Chip Shenanigans • Netflix Ads Religion
Tuesday, November 12, 2024
AI's Independence Race • EU's Bad Meta Ads • AI Chip Shenanigans • Netflix Ads Religion The Spyglass Dispatch is a free newsletter sent out daily on weekdays. Feel free to forward it on to
The Big T
Tuesday, November 12, 2024
Top Tech Content sent at Noon! How the world collects web data Read this email in your browser How are you, @newsletterest1? 🪐 What's happening in tech today, November 12, 2024? The HackerNoon
Deadline Extended: 2 Weeks Left to Compete for Over $7000 in the AI-chatbot Writing Contest🔥
Tuesday, November 12, 2024
Great news, newsletterest1 ! The submission deadline for the #ai-chatbot writing contest has been extended! You now have until November 21, 2024, to submit your unique AI chatbot ideas for a chance to
A very demure, very mindful issue
Tuesday, November 12, 2024
Plus a look at memory regions, Go's birthday, and we invent a brand new word. | #531 — November 12, 2024 Unsub | Web Version Together with Frontend Masters logo Go Weekly Happy Birthday, Go! Go
Visual Capitalist is revealing all of its biggest secrets... 📊
Tuesday, November 12, 2024
You can get in on our newest project if you act now. View Online | Subscribe | Download Our App We're revealing our biggest secrets... The question we get asked the most is: "How does Visual
🔓🐍 Unlock Your Python Potential with Instructor-Led Courses
Tuesday, November 12, 2024
Hey there, If you've been looking for a way to go beyond on-demand tutorials and really master Python, we've got something special for you... For the first time, Real Python is launching an