Memory in AI agents seems like a logical next step after RAG evolved to agentic RAG.
RAG: one-shot read-only
Agentic RAG: read-only via tool calls
Memory in AI agents: read-and-write via tool calls
Obviously, it's a little more complex than this.
I make my case here: https://t.co/KyzloUFmw4
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Dear @India_Yamaha, I hope this message finds you well. I am writing to bring to your attention a deeply concerning issue I’ve been facing with your service center.On [date], I entrusted my bike to your [service center name/location] for routine servicing. It has now been nearly
like yours.I would appreciate your intervention in resolving this issue promptly. A clear update on the status of my bike and a commitment to improving customer service standards would go a long way in restoring my confidence in your brand.Thank you for your time and attention to
with the lack of accountability and professionalism displayed in handling this matter. This prolonged delay has caused significant inconvenience to me, as I rely on my bike for daily commuting. I expected a far more streamlined and customer-centric approach from a reputed company
and accountability is just unacceptable.I rely on my bike for daily commutes, and is causing major inconvenience. To service center: This is not how you treat customers!If anyone else has such a delay,love to hear you handled it. #BadService#FrustratedCustomer#BikeServicedelay
@India_Yamaha Bike Service Center Experience - Extremely Frustrating!I gave my bike for servicing nearly TWO MONTHS AGO, and I have received ZERO updates since. No calls, no messages, and no clarity on when my bike will be ready. I’ve been patient, but this lack of communication
@India_Yamaha I have given my Yamaha FZ 250 to kakinada service center before 15 days.. they said they will issue bike after 10 days..after multiple follow up there is no response from team and their regular phone is switched off for more than 3 days.. they are very irresponsible
@India_Yamaha@India_Yamaha Disappointed with the Bike Servicing Experience!It’s been almost two months since I gave my bike for servicing, and I haven’t received a single update from the service center. Despite repeated follow-ups, there’s been no communication on the status of the service
@India_Yamaha or expected completion time. This level of negligence is unacceptable, especially when we rely on our vehicles daily.I expected professionalism and timely service, but this has been a terrible experience. 🚫 I urge the management to take customer feedback seriously