LangChain x Mistral RAG Agent Cookbooks + With the release of new Mixtral 8x22B, there's high interest in building agents with open source LLMs. We partnered with @MistralAI to release a set of cookbooks and a video that shows how to do this using control flows in
AGENTS
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Multi-Agent Collaboration: Key AI Design Pattern for Complex Tasks
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Multi-agent collaboration has emerged as a key AI agentic design pattern. Given a complex task like writing software, a multi-agent approach would break down the task into subtasks to be executed by different roles — such as a software engineer, product manager, designer, QA
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Boston Dynamics Robot Embedded with Local AI Agent
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Imagine this robot from. @BostonDynamics embedded with local #AI agent.
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VASA-1: AI talking avatar from a photo
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Ceci est un avatar "parlant" créé à partir uniquement d'une photo de la personne et qui agit comme un "masque".
— Defend Intelligence (Anis Ayari) (@DFintelligence) 18 avril 2024
En bref, vous mettez votre caméra, votre micro, vous choisissez le visage que vous voulez avoir et BOOM.
Il s'agit d'un modèle d'IA de Microsoft intitulé "VASA-1".… pic.twitter.com/RJSo8NWZOVThis is a "talking" avatar created solely from a photo of the person and acting as a "mask". In short, you turn on your camera, your microphone, choose the face you want, and BOOM. This is a Microsoft AI model called "VASA-1".
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OpenAI Assistants API Significant New Features Announcement
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Significant new features in the Assistants API:
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Claude 3 Opus User Experience Disappointment and Frustration
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Claude 3 Opus is my enemy today. We were besties. And now we are nothing.
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AI Agents Make Coding Accessible to Non-Technical Users
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Agents are a big deal not just due to autonomy but also because they make sense to non-coders GPT-4 isn't quite there yet, but you get quite far with: "Hey Devin the AI agent make a more engaging version of my website… add links" The results were cute: http://
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OpenAI Updates Kill Startups While RAG Becomes Standard
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Every OpenAI product update kills a bunch of startups & expensive consulting projects. RAG is increasingly being built into core AI model offerings (but RAG is quite limited, and, at times, risky. See halfway though this post: https://
oneusefulthing.org/p/which-ai-sho
uld-i-use-superpowers
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Assistants API Updates: Expanded File Support and Better Control
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Launching a series of updates to the Assistants API—now with support for up to 10,000 files for knowledge retrieval and more precise tool and token control. Excited to see what you build!
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Optimize Multiple LLM Calls by Mixing Models for Lower Latency
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Most LLM apps and AI Agents need multiple calls to an LLM, especially a moderately complex LLM app/AI agent. Calling GPT-4 or Claude is impractical and you will soon be in high-latency hell. The optimal way to do this is to mix and match LLMs depending on the latency,