Unlock the power of the 7-layer LLM stack! Partner with Jai Infoway for expert mobile/web development at jaiinfoway.com. Transform your business today! Read full nlog- linkedin.com/pulse/7-layers… #AIRevolution #LLMStack #TechInnovation #JaiInfoway

Enrich everything. Send smarter. Close faster. #LLMStack #SalesAI #ClayInfra #ContextMatters #OutboundWins

RAG talking gibberish? 🫠 Likely: bad chunking, weak embeddings, no reranker. Fix: ⚡ Smart chunking ⚡ Domain embeddings ⚡ Cross-encoder rerank 📌 Save this for later and follow @NeurlCreators for more micro-wins. #RAG #AIinfra #LLMstack

8. Current chat-based or LLM-wrapped services are essentially patchwork: adding guardrails, MCPs, fine-tuning on top of a core model. #LLMstack #ChatAI

Search ≠ keywords anymore. Embeddings are useless if you can’t retrieve them fast. That’s where vector DBs come in. 🎥 We break down the top 6 vector DBs you need to know. Follow @NeurlCreators for more. #RAG #VectorDB #AIInfra #SemanticSearch #LLMStack

Yes, we use GPT-4. But the value isn’t the model. The value is what we ask, what we route, and how we interpret. Maestro isn’t another wrapper. It’s a structured decision engine—built for one job: pricing truth. #LLMstack #gpt4 #buildinpublic #renovation

👀 Think coding is safe from disruption? Windsurf just laughed. Follow me for more deep dives into the wildest AI infra moves happening behind the scenes. #AgenticAI #LLMstack #DevTwitter #AutoDev #TechFounders #AIAgents #StartupBreakdowns #WindsurfAI #BuildWithAI…

⚠️ The real kicker? AI trains on ideology. Whoever feeds the data, shapes the mind. This ain’t about code. It’s about control. #AIpower #DigitalSovereignty #AgenticAI #AIsafety #AIalignment #LLMstack #AIworldorder #AIandPolitics

💡 Why this matters: Manus is a shift from AI interfaces to AI action. It doesn’t wait for prompts — it executes. We’re entering a future where AI stops being a tool… and starts being the worker. #AIagents #AIworkforce #LLMstack

Tool Spotlight: Perplexity + Claude = Goldmine. Perplexity finds ..... Claude refines.... This duo crushed my research workflow this week. If you're using LLMs, don’t sleep on this combo. What’s your favorite AI tool pairing? #ClaudeAI #PerplexityAI #LLMStack #AItools

2. GPT-4o — The dependable all-rounder ⚡ Highly versatile 🧠 Impressive code quality 📏 128K context, solid reasoning However, it tends to generalize. Ideal for breadth, not depth. Great for agent workflows, less so for nuanced breakage detection. #GPT4o #OpenAI #LLMStack

AI tools drop faster than I can test them. This week: - Claude for docs, - Grok for code, - ChatGPT Agents for tasks. Soo trying to build smarter, not just flashier. Whatsss your current AI tool stack? 👇 #AIAgents #ClaudeAI #Grok #LLMstack #buildinpublic

Day 31 of #TheAIandDataStreak100 Today, I Explored RAG vs Fine-Tuning: RAG retrieves knowledge at runtime. Fine-tuning bakes it into the model. Choose RAG for dynamic content. Fine-tune for static, focused domains. #GenAI #RAG #FineTuning #LLM #AIapps #LLMStack #AIengineering

If you’re building AI agents or async automations: → Don’t pick one stack. → Build for clarity, not clout. → Treat your agent as its own system, not a couple of chained nodes. end 🧵 #AIengineering #AutomationDesign #StartupTech #LLMstack #RedisStreams #MongoDB

The future isn’t in *big models* — it’s in *smart memory*. @recallnet is pioneering: 🧠 Personal & team-level memory graphs 🔁 Event-linked recall across time 🧩 Modular plug-in memory for any LLM Because memory *is* the multiplier. \#AIInfra #ContextAwareAI #LLMstack

🇺🇸Happy Independence Day! Here’s to liberty, bold ideas, and powering the future with AI ✨ #Floatbot #VoiceAI #ConversationalAI #AIWorkspace #LLMStack #IndependenceDayUSA #4thOfJuly #CustomerSupport #CX #AI

AI agents aren’t just features—they’re the foundation. Startups built on agentic stacks adapt faster, automate deeper, and compound smarter. Follow for more:@zeroxaitales #AIagents #LLMstack

2025 Builder Trend: Most teams now mix 4–6 of these tools: Llama.cpp + Ollama + LlamaIndex + DSPy = fast RAG app. LangChain + AutoGen + TGI = robust multi-agent backend. Mix and deploy. #LLMstack

Bottom Line: In 2025, great AI products = smart logic + slick UI. Tools like Replit, Dust, and Flowise make it easy to wrap LLMs in real interfaces. Skip the spinner. Ship polish. Follow for more:@zeroxaitales #AIUIbuilders #LLMstack #dusttt #potionAI #solysian #agentUX

Cloud vs Local Isn’t Either-Or Smart builders hybridize: — Local for privacy, speed, low cost — Cloud for scale, fine-tuning, collaboration Edge devices are the new frontend layer. #hybridAI #LLMstack