Memory systems optimize what a model recalls next — that is their job, and sealed records make them better at it. An EDM record carries typed affective structure captured at the moment of interaction, in an open MIT-licensed format your stack can ingest, index, and retrieve over. Your platform stays the memory; the record stays the truth underneath it.
Why a record, not just a memory
Memory stacks compress, rewrite, and forget by design — the right behavior for recall, and the wrong substrate when a record has to hold up later. Ingesting sealed EDM records gives your platform both: recall over the typed surface, with an unmodified, verifiable record underneath that neither your pipeline nor your model can silently change.
The same physie reflection — processed at Essential, Extended, and Full profile. Each level unlocks additional fields your retrieval stack can act on.
Raw input
“Just got these photos and what an absolute ball I had competing in my physie comps! About 8 years ago I was diagnosed with psoriatic arthritis which affects my joints and I'm on medication I will need to take forever to keep them mobile. However, it's continuing to move that really keeps it at bay. Not only does physie do this for me, it's also so good for my mental health…”
Core · Constellation
Narrative anchors and primary emotional topology. Enough for session coherence and basic salience-weighted retrieval.
Core · Constellation · Milky_Way · Gravity
Adds full emotional topology, relational context, and salience geometry. The right entry point for longitudinal memory and companion AI.
All 10 domains
Adds complete salience geometry and motivational orientation. Required for Certified conformance and regulated contexts.
transformation · pride · enduring · continuity · approach — none of these appeared in the source text. Significance encoded at capture time.
Pass any text. Receive a structured EDM artifact — profile-matched to your use case, ready for re-ingestion into your memory stack.
curl -X POST https://deepadata.com/api/v1/extract \
-H "Authorization: Bearer dda_live_YOUR_KEY" \
-H "Content-Type: application/json" \
-d '{
"content": "Just got these photos and what an absolute ball I had competing in my physie comps...",
"profile": "essential",
"subject_id": "user-12345"
}'Returns 31 fields. Upgrade to Extended or Full by changing the profile parameter.
EDM artifacts are governed episodic memory records. They slot into your existing retrieval infrastructure — embedding-based, graph-based, or hybrid — without architectural changes.
Add emotional significance as a retrieval dimension alongside Mem0's memory graph.
Request accessEDM artifacts as LangChain memory objects — structured emotional context in any chain.
Request accessOpen source · MIT licensed · Extract, self-seal, and verify locally with ddna-tools
First 100 extractions included — no credit card. Enterprise volume pricing available.