Shoumik Kahali

@BharukaShraddha Do you have any example implementation of Agentic RAG solving the problems you mentioned in RAG based solutions? What I see is RAG solution wrapped as Agentic RAG doing the same thing we're supposed to solve just to impress leadership with latest fad.

RAG was supposed to make LLMs smarter. Give them memory. Ground them in facts. But most RAG today is just: Search → Paste → Pray. That’s not intelligence. That’s copy-paste with extra steps. The real shift? Agents now control retrieval itself. They don’t just fetch docs. They reason before retrieving. They reason after retrieving. Sometimes… they don’t retrieve at all. Instead of: ❌ “Embed the query” They ask: ✅ “What do I actually need?” Instead of: ❌ Dumping 10 chunks They plan: ✅ “Which source matters for THIS question?” Memory becomes real. Tools become choices. The LLM becomes part of a thinking system. That’s Agentic RAG. Not better search. A different architecture. Once you see it run enterprise workflows… vanilla RAG feels incomplete.

@PythonPr Correct Code will fail

What is The Difference ❓📷🔥

@Codie_Sanchez People get ruined if they don't understand the risk they are taking. It is not wise to take a risk you don't understand or know it exists. Successful people manage their risk as they know their risk... others get lucky or unlucky...

You’d make more money if you took more risk is the single piece of advice I wish I knew 10 years ago.

Funny things Happened today...I was not able to prove I am human multiple times. #verifyingyouarehuman

@MyntraSupport Sent DM, Here are my return attempts with dates. Last two attempts made calling your support centre who promised to resolve in 24 hours. Return Id 1 (26 Sep): ********* Return Id 2 (29 Sep): ******* Return Id 3 (1 Oct): ******** Return Id 4 (5 Oct): ***** @jagograhakjago

@MyntraSupport Your guys can deliver 20+ products but fail to pickup 1 wrong product for 3 weeks and cancel my return 3 times saying they cannot reach my location. And ending the return window time. This is for receiving an entirely wrong product.

Epson India, I guess it was my bad decision to buy an Epson product... Sorry for not being able to get your attention related to bad service experience. @IndiaEpson @Epson

@IndiaEpson Hi Team, my service request is not resolved and is closed by your system and the WhatsApp support team is not helping me to reopen or escalate the issue.

@EurekaForbes Why my service request is closed without servicing . I never requested to cancel... And service is already delayed and now lying that service is cancelled on my request...

@EurekaForbes I want to know, What happens when a customer raises a service request and no one responds or ignores your schedule? And this is repeated multiple times. So asking you who will handle my support requests and when?

@flipkartsupport Your team got in touch with me but declined to help me cancel my order.

@shoumikk Sorry for the experience. Our team has already gotten in touch with you on this and is looking into your concern about the order delivery. Please be assured that you'll hear from us. Appreciate your patience. (1/2)

@flipkartsupport and the price got reduced by 2k couple after my order. do you think I'm getting a good experience.

@flipkartsupport I am sad that you won't help me. My product is not delivered. You won't allow me to cancel my order and refund my hard earned money. Your email gives me the option to reorder the product. But won't refund the original order to release the money.

@shoumikk Sorry for the experience. We understand your concern about the order delivery and would like to help. Please share the order ID you're referring to via DM so that we can look into it and assist you accordingly. Awaiting your response. (1/2)

@flipkartsupport and Flipkart account shows my support request is resolved..who resolved it... where is the option to reopen or escalate the issue...did you take feedback from me whether the issue is really resolved...if it is resolved then where's my order?

@flipkartsupport Team, order not delivered on 22Oct. Your team sent WAmsg promised delivery before 26oct was not delivered. Today on 27th I tried to cancel my order...got no cancellation policy msg...

@EurekaForbes I scheduled a service request last Saturday. It was not attended. For the last couple of years, any support issues raised are never resolved within time. Even when escalated, it takes >1 week. Give 1 reason why AMC is beneficial?

@EurekaForbes Thanks for finally sending a technician... I have a different issue related to account that I DM'ed few days back...can you look into that.

@EurekaForbes Please share your SLA....I know for extorting AMS contract it's 1 month before previous AMS ends. But what about service request...I feel it's infinite...

@EurekaForbes Well my kids can have fun if your team attend my service request...or if you read my direct message...

@dickiebush 2022 review

Introducing The Yearly Review: Your In-Depth Reflection Guide for 2022. • Reflect on the past year • Pinpoint what worked & what didn't • Turn your biggest takeaways into content Sharing it for free until Friday. Like this tweet & reply "2022 review" and I'll DM it to you!