Standard RAG quits after 1 search when vectors fails to match. I built an agent (LangGraph+MCP) that evaluates its own results & retries. CPU optimized: INT8 quantization, 66% less RAM. Teardown: https://t.co/pj4lUoR5P0
A 10MB file should never generate a 60MB HTTP request.
But my naive text.split() caused a 6x payload explosion and crashed my DB.
I fixed it by engineering a Kafka Dead Letter Queue (DLQ) and using LangChain Semantic Chunking.🧵👇
https://t.co/9IeQXW4dCE
Synchronous APIs kill enterprise systems. ☠️
Process a 1GB upload in the receive thread? Your JVM crashes.
Here's how I wired Spring Boot & Kafka for zero memory spikes. 👇
https://t.co/cT0V1nfKzM
Hey @SamsungIndia !!
My Father's S23 got this pink line issue today and there is mark on mobile frame and samsung customer care centre is denying the free replacemwnt due to it but it could have mainly caused due to frame. What can I do in this case?
My Friend Recently Cracked the Linked SSE Interview and he got the fucking 95LPA Package, and CTC of around 1.6 Cr.
He is just 2022 grad and tier 3 college passout.
He was with me in samsung at around 16 LPA.
This is the highest Jump I have ever seen in terms of Numbers in the package.
What are yours friend's mind blown Packages ?