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Dev.to
7/20/2026
The original title is "Building a Diversifi Memory Agent on Qwen Cloud"

The original title is "Building a Diversifi Memory Agent on Qwen Cloud"

Original: Building a Diversifi Memory Agent on Qwen Cloud

Short summary

A solo builder describes creating DiversiFi, a treasury management agent for the Qwen Cloud hackathon that distills user interactions into durable profile statements using Alibaba Cloud's DashScope, Tablestore, and Function Compute. The agent consolidates raw memories into risk tolerance and financial philosophy profiles, then forgets irrelevant signal. The build hit a wall when Tablestore's Memory Storage API turned out to be invitation-only beta, returning misleading 'user is disabled' errors.

  • •DiversiFi uses Qwen via DashScope to consolidate raw memories into 3-7 durable profile statements every 6 hours
  • •Architecture combines DashScope (LLM), Tablestore (memory store), and Function Compute (glue) on Alibaba Cloud
  • •Tablestore Memory Storage API is in invitation-only beta — 'user is disabled' is the beta gate, not a permissions error

Generated with AI, which can make mistakes.

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