Mitul Sarvaiya @mitulsrv
Building AI agents for Startups, SMEs and enterprises. accelate.ai Joined August 2018-
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Chaotic times need simple ideas.
ततोऽद्रिकूटाचलमेघसन्निभं। महाविमानोपमवेश्मसंयुतम्।। श्रीराम का महल ऐसे प्रतीत हो रहा था मानो बादलों से ढका हुआ पर्वत शिखर हो और रमणीय प्रासादों से अलंकृत कोई विशाल विमान। ~वाल्मीकि रामायण 2.15.49 The palace of Shri Ram looked like a mountain peak covered by a cloud and a great…
Building a therapy app on top of Graph. Structured retrieval, semantic context and graph-driven reasoning. No more flat chunks. Just rich and traversable memory graphs.
Are you asking your LLM for confidence scores? You might be falling for fake numbers. Thread👇
Get your agent's fundamental systems right before fine-tuning the language interface
Some memes don’t just make you laugh, they hit a little too close to the truth. 😅
Very soon, search will not look like the search we know today. In the coming year, most people will not just search for information, they will ask AI to create, explain, and decide for them. Thread 👇 Image by @tryprofound
The real value of AI is not in being AI-ready. It is in doing AI enablement every day. Thread 👇
LMCache makes AI models 8x faster by giving them smart memory. Thread👇
Soon, every company will face this AI security risk. Last week, researchers hacked Microsoft's AI agents with just words. No special tools needed. No malware. They simply asked the AI to share private customer data by asking something around other way, and it did. The response…
AI agents with knowledge graphs just made therapy apps work like real human coaches. Recently, we worked a mental wellness and professional companion app that changes how AI supports people. Instead of giving generic advice, it remembers context from your conversations,…
This physicist literally dropped the coldest truth about life
Prompt engineering is evolving into something far more powerful, Context Engineering. Instead of writing clever prompts, we're now building dynamic systems that feed LLMs exactly the right information at the right time. Think of it like this, when your AI assistant fails to…
People calling AI startups "ChatGPT wrappers" completely miss the point. Look at Perplexity, Replit, Lovable, Langchain, and Devin. All billion dollar companies. None have their own foundational models. Building an LLM from scratch costs hundreds of millions just to start,…
For the past year, I worked on something amazing. We built an AI Product for one of our client that creates virtual experts on demand. Here's how it works, You give it a business problem. The system automatically creates specialised AI agents to solve it. Need market research?…
Hey @grok, who was the most famous person to visit my profile? It doesn't need to be a mutual, don't tag them, just say who it was
We just turned 3 hours of billing paperwork into 3 minutes using multiple AI agents working together. Building this autonomous healthcare billing system was one of the most challenging projects I've worked on. We created multiple specialised AI agents that work together in…
Slash your LLM bill before it slashes you. I learned this the hard way when our document processing costs got out of control. We were using GPT-4 for everything without questioning if we needed it. So I took 100 sample invoices, marked the correct dates and totals myself, then…
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