Developer questions: multi-patient, multi-workflow agent memory for diagnostic centres

[abhijeetsaherawat13]

Hey! I'm building AI agents for diagnostic centres — multiple patients, multiple workflows (report gen, follow-up, billing), long-running sessions.

I came across memori's 81.95% on LoCoMo and want to reproduce something close to that in a real product setup before committing to the architecture.

A few quick questions:

1. Reproducing LoCoMo — is there a script or harness to run the LoCoMo eval against memori? I want to swap in a medical-context dataset (patient conversations, multi-session queries) and see if the numbers hold under that distribution.

2. LoCoMo vs. LongMemEval — LoCoMo tests multi-session recall across long conversations. Has memori been run on LongMemEval-S as well? For a medical use case, knowing how the system handles temporal reasoning and knowledge updates (e.g. a lab result superseding an older one) matters a lot.

3. What degrades the score in practice? Multi-user isolation, concurrent writes, mixed structured/unstructured memory — does any of this hurt retrieval quality vs. the benchmark setup?

4. User/agent scoping for multi-patient — what's the recommended ID schema when the same patient interacts across 3–4 different agent workflows?

Basically trying to go from benchmark → working pilot at one centre as fast as possible. Anyone done something similar?

[jayyao18]

Hi Abhijeet,

I lead DevRel at Memori Labs.

You brought up excellent questions!

What's a good email for you and we'll be happy to get you the answers to these questions.

Best,
Jay

[abhijeetsaherawat13]

Hello Jay,

My email ID is - abhi.sahe13@gmail.com - looking forward to your answers

Thanks

[abhijeetsaherawat13]

Hey,

Could you look into this please?

[jayyao18]

Hi Abhijeet,

We are following up to make sure you received the email from our CEO, Adam, which addressed the questions you had.

Please let us know if you need anything else and we look forward to hearing from you!

Best,
Jay

[jingchang0623-crypto]

$BODY