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KFintech launches ARYA, an AI platform for end-to-end MF transactions

ARYA allows investors to move from portfolio inquiry to transaction execution within a single conversation, covering lump-sum purchases and SIP registrations currently in live testing

KFintech launches ARYA, an AI platform for end-to-end MF transactions

We haven't written up this one. Hindu BusinessLine has the full story — the link below goes straight to it.

Read the original at thehindubusinessline.com →

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Architecture of an Auditable Al Chatbot: Multi-Agent Routing with Open Knowledge Format

TL;DR I learned and applied Open Knowledge Format (OKF) , a vendor-neutral Markdown-and-YAML format for portable knowledge records.

  • Open Knowledge Format (OKF) is a vendor-neutral, Markdown and YAML-based knowledge format.
  • OKF combines YAML frontmatter with Markdown body to organize structured knowledge.
  • Chatbot built with OKF acts as a knowledge-publication and retrieval system with strict gatekeeping.

Before I Call GPT Image 2, I Validate These 7 Things

I used to debug a bad AI product image by rewriting the prompt. Now I check the request contract first. A GPT Image 2 API request can be valid JSON and still be wrong for the selected model.

  • Select appropriate contract before rendering form
  • Explicitly reject unknown fields, note as errors
  • Restrict to single decision on image dimension

More from Wednesday 2 September →