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- 🤖 9 RAG Architectures Every AI Developer Must Know
🤖 9 RAG Architectures Every AI Developer Must Know
🦾Plus: ⚡ Meta Compute Is Born
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Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
🧠DeepSeek's Memory Breakthrough
⚙️How DevOps Can Take Data Science to the Next Level
đź“ťHow to write a good spec for AI agents
🔧Mastering LLM Tool Calling
🧪 Anthropic Launches Labs
🤖 Slackbot is an AI agent now
đź’ˇ AI Tutorial:Use this Chrome extension to removes Grok from your X feed
🤖 AI Tools and Data Tools to checkout
DeepSeek's new "Engram" technique stores static knowledge in regular system RAM instead of expensive high-bandwidth memory. The result: 97% accuracy on long-context tasks vs. 84% for standard models.
Dictate prompts and tag files automatically
Stop typing reproductions and start vibing code. Wispr Flow captures your spoken debugging flow and turns it into structured bug reports, acceptance tests, and PR descriptions. Say a file name or variable out loud and Flow preserves it exactly, tags the correct file, and keeps inline code readable. Use voice to create Cursor and Warp prompts, call out a variable like user_id, and get copy you can paste straight into an issue or PR. The result is faster triage and fewer context gaps between engineers and QA. Learn how developers use voice-first workflows in our Vibe Coding article at wisprflow.ai. Try Wispr Flow for engineers.
DevOps introduces a culture of collaboration, automation, and continuous improvement. When applied to data science—often referred to as MLOps or DataOps—DevOps practices help streamline the entire lifecycle of data-driven applications.
Smart specs guide agents clearly, stay within practical context sizes, and evolve with projects. Aim to create clear specs that cover just enough nuance to guide the AI without overwhelming it. Break large tasks into smaller ones. Plan first in read-only mode before executing, and iterate continuously. This post presents a framework for spec-writing that keeps AI agents focused and productive.
What most people miss is that there is no single RAG. There are multiple architectures, each solving a different problem. Pick the wrong one, and you waste months. This guide breaks down the RAG architectures that actually work in production.
In this article, you will learn a practical, three-pillar framework for connecting large language models to external tools so your agents can read data, compute on it, and take real actions. What tool calling is and why it turns chatbots into capable agents, How data access, computation, and action tools map to real production workflows, Operational concerns such as security, HITL, error handling, and monitoring.
Q4 is the perfect window to turn this year’s numbers into a clear, actionable forecast aligned with your goals. Set your business up for a stronger 2026 with BELAY’s new guide.
👨‍💻 Data Tools, Libraries
Agorapulse: Join our live 30-minute product tour and learn why teams are leaving outdated tools with shifting prices for a calmer, clearer workflows.
Headroom (GitHub Repo)
Headroom is a context optimization layer for LLM applications that cuts costs by 50% to 90% without losing accuracy.
AI News:
Zuck announced Meta Compute, a new initiative to massively expand the company’s AI infrastructure. The goal: tens of gigawatts this decade, and hundreds of gigawatts over time, making energy capacity a core strategic advantage.
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Anthropic is spinning up Labs, a team dedicated to experimental products at the edge of what Claude is capable of. Instagram’s co-founder is joining to lead the charge, while a new product chief takes over scaling Claude’s core experiences.
Salesforce has transformed Slackbot, the automated assistant built into its corporate messaging platform Slack, into a full-fledged AI agent. This version, available to Business+ and Enterprise+ customers, can find information, draft emails, and schedule meetings directly within Slack.
Google has rolled out updates to Veo 3.1 that let users turn portrait images into native vertical AI videos, aimed squarely at short-form formats used on TikTok, YouTube Shorts, and similar platforms. The update improves Veo’s “Ingredients to Video” tool, keeping characters and objects visually consistent across scenes while allowing creators to reuse backgrounds, textures, and reference images.
Reports from a supply chain leaker indicate that OpenAI's first AI gadget is aimed at taking on Apple's AirPods. The device, codenamed 'Sweetpea', is an audio product that resembles an earpiece. It is projected to be released around September. OpenAI has other hardware in the works, including a home-style device and a pen.
If You Could Be Earlier Than 85% of the Market?
Most read the move after it runs. The top 250K start before the bell.
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AI Tutorial
Use this Chrome extension to removes Grok from your X feed
If your X timeline is full of Grok replies and spammy “@Grok is this true?” posts, there’s now a simple way to hide them.
Install the Un-Grok Chrome extension
Turn it on
Browse X as usual, Grok posts are filtered automatically
What Un-Grok does
Removes posts from Grok
Hides replies that mention Grok
Cleans up your feed as you scroll
It works in real time and can be turned on or off whenever you want.
🔥Top AI tools to increase productivity:
Nectar AI is an AI companion platform where users can create and roleplay
FeatureShark is an all-in-one platform designed to revolutionize how you collect and manage customer feedback.
BeadPattern, AI-powered perler bead pattern maker with smart color matching.
Brandmaven is a brand intelligence platform for marketers, powered by AI.
SEOzilla - Let AI Transform Your SEO: Publish Articles That Rank Every Day
SellerPic is an AI SaaS platform purpose-built for e-commerce sellers
Undress AI Tool is a website that offers a deepnude application, allowing users to create modified images
Screenloop is the ultimate Talent Operations Platform, seamlessly integrating a next-gen ATS
View our database of all the best AI tools for your needs: aitoolsup.com
Have cool resources to share? Submit AI tool
A.I. Generated Image of the Day
đź‘€ "Warrior Ants Military Base"
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