If you missed it....Pakistan just confessed! "Pulwama was tactical brilliance. Now we've shown operational progress" That's Pakistan Army admitting Pulwama wasn't the doing of faceless terrorists. It was state-backed Every time they glorify terror as a 'tactical op', they

Long night tonight #IndiaPakistanWar #OperationSindoor

[7/7] Share your reviews on this. #AI #LLMs #Engineering #RAG

[6/7] The bottom line: RAG isn't dead—it's being demoted from default solution to strategic tool.

[5/7] The hybrid future: "Smart routing" systems that: - Use LLMs for reasoning - Use RAG for facts - Dynamically choose the right tool

[4/7] Where RAG still dominates: ✅ Internal wikis ✅ Real-time data ✅ Source citations (compliance!) ✅ Cost-sensitive applications

[3/7] But here's what's being ignored: • Your company's Q2 sales data ≠ in any LLM's training set • Models don't auto-update (RAG does) • 128K tokens costs $$$ to process repeatedly

[2/7] Why the buzz? • Longer context = more "in-brain" knowledge • Fewer hallucinations (sometimes) • Simpler architectures

Thread: "RAG is dead!" they say. Let's autopsy that claim. 🧵 [1/7] Headline: LLaMA 4's 128K context window killed RAG Reality: We've played this game before. Remember when GPT-4 would make RAG obsolete?

गौड़ सिटी 2, ग्रेटर नोएडा वेस्ट में चैन स्नैचिंग हुई। VVIP होम्स मार्केट में 2 लोग बाइक से आए, चेन छीनी और चाकू दिखाकर फरार हो गए। बाइक पर नंबर प्लेट नहीं थी। इलाके में वारदातें बढ़ती जा रही हैं,लेकिन कोई कार्रवाई नहीं हो रही। @noidapolice @GreaterNoidaW #Gaurcity #ChainSnatchin

[6/6] This changes everything for: - Chatbots - Search tools - Knowledge bases Any AI app needing fresh data Try it now: https://t.co/XFrdxqr67e #AI #Developer #Cloudflare

[5/6] All running on Cloudflare's global network: - Blazing fast - Scales effortlessly - No infrastructure headaches

[4/6] Query in real-time with Workers AI → Instant, context-aware responses Your content suddenly becomes smart

[3/6] The magic keeps working: Auto-syncs with your data sources → Your AI stays fresh forever No more "why is this chatbot giving 2022 answers?"

[2/6] How easy is it? Point it at your data It chunks, embeds & stores automatically Done (Seriously, that's it)

Thread: Building AI apps with RAG just got 10x easier. 🧵 [1/6] Meet @Cloudflare's AutoRAG - your new shortcut to production-ready AI apps. No more wrestling with pipelines. Just results.

The future of AI is shareable, stateful agents. Want to try it? 👉 Check out Agent File (.af): https://t.co/swG53feI1I [6/6] #AI #DeveloperTools #LettaAI #TechThread

🔹 Load in seconds Drop it into @Letta_AI's tools. No coding. Pure magic. ✨ [5/6]

🔹 Open & framework-agnostic Works with any stack. No lock-in. Just share & collaborate—finally. [4/6]

🔹 Version control, but for AI Tweak agents like code: - Save snapshots - Roll back anytime - Experiment fearlessly No more "oops, broke it" moments. [3/6]