TheSequence - Edge 417: Building Multi Agent Systems
Was this email forwarded to you? Sign up here Edge 417: Building Multi Agent SystemsCan multiple agents collaborate in a single application? Some research and technologies that might help with that.
In this issue:
💡 ML Concept of the Day: Multi Agent SystemsThroughout this series, we have discussed the foundational capabilities of agentic systems such as memory, planning, and tool usage. Most of those discussions have centered on the implementation of single agents. But what about systems that support collaboration between multiple agents? That seems to be the maximum expression of agentic systems, and that is the focus of the last installment of our series about autonomous agents. Multi-agent systems might sound a bit futuristic in a world where we are struggling to get single-agent architectures to work properly. However, multi-agent workflows make tremendous sense and should be a key building block of agentic systems. Solving complex tasks using a single agent requires complex input contexts and instructions, which can foment hallucinations and errors. Breaking down tasks into different agents provides a more granular level of control and facilitates aspects such as testing and maintenance... 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
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
One Week, 7 Major Foundation Model Releases
Sunday, July 21, 2024
Apple, HuggingFace, OpenAI, Mistral, Groq all released innovative models in the same week. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
You Might Also Like
Data Science Weekly - Issue 579
Thursday, December 26, 2024
Curated news, articles and jobs related to Data Science, AI, & Machine Learning ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
💎 Issue 449 - JRuby with JBang
Thursday, December 26, 2024
This week's Awesome Ruby Newsletter Read this email on the Web The Awesome Ruby Newsletter Issue » 449 Release Date Dec 26, 2024 Your weekly report of the most popular Ruby news, articles and
💻 Issue 449 - JavaScript Benchmarking Is a Mess
Thursday, December 26, 2024
This week's Awesome JavaScript Weekly Read this email on the Web The Awesome JavaScript Weekly Issue » 449 Release Date Dec 26, 2024 Your weekly report of the most popular JavaScript news, articles
📱 Issue 443 - EU asks for views on plan to force Apple to open up iOS
Thursday, December 26, 2024
This week's Awesome iOS Weekly Read this email on the Web The Awesome iOS Weekly Issue » 443 Release Date Dec 26, 2024 Your weekly report of the most popular iOS news, articles and projects Popular
💻 Issue 442 - SOLID: The Liskov Substitution Principle (LSP) in C#
Thursday, December 26, 2024
This week's Awesome .NET Weekly Read this email on the Web The Awesome .NET Weekly Issue » 442 Release Date Dec 26, 2024 Your weekly report of the most popular .NET news, articles and projects
Daily Coding Problem: Problem #1649 [Easy]
Thursday, December 26, 2024
Daily Coding Problem Good morning! Here's your coding interview problem for today. This problem was asked by Dropbox. Spreadsheets often use this alphabetical encoding for its columns: "A
JSK Daily for Dec 26, 2024
Thursday, December 26, 2024
JSK Daily for Dec 26, 2024 View this email in your browser A community curated daily e-mail of JavaScript news Performance Optimization in React Pivot Table with Data Compression The Syncfusion React
📱 Issue 446 - Fatbobman's Swift Weekly #063
Thursday, December 26, 2024
This week's Awesome Swift Weekly Read this email on the Web The Awesome Swift Weekly Issue » 446 Release Date Dec 26, 2024 Your weekly report of the most popular Swift news, articles and projects
💻 Issue 444 - Four limitations of Rust’s borrow checker
Thursday, December 26, 2024
This week's Awesome Rust Weekly Read this email on the Web The Awesome Rust Weekly Issue » 444 Release Date Dec 26, 2024 Your weekly report of the most popular Rust news, articles and projects
💻 Issue 367 - React 19: A New Era of Web Development
Thursday, December 26, 2024
This week's Awesome React Weekly Read this email on the Web The Awesome React Weekly Issue » 367 Release Date Dec 26, 2024 Your weekly report of the most popular React news, articles and projects