Collect
Mail, chat, tickets, and records enter one plane.
01 / CONTEXT INFRASTRUCTURE
CONTEXT YOUR AI CAN USE.
One API over 199 sources, product events, and tenant data.
typed sdkrest apimcp199 sourcestenant scoped
POST /v1/recall 192 ms
What should the travel agent recommend?
Plan upgraded to TeamGmail · billing@ · yesterday0.94
Prefers smaller coastal citiesSlack · #travel · 3d0.91
Late September travel windowNotion · Trip brief · week 380.88
Checkout failed on mobileLinear · CON-1841 · open0.71
grounded answer3 sources
Recommend smaller coastal cities in late September . Stay on the Team plan.
199 sources · one context plane
- Gmail
- Slack
- Notion
- Linear
GitHub
Granola
Twenty
GCS- HubSpot
- Salesforce
- Attio
- Affinity
- Google Sheets
- + 199-source catalog
02 / THE CONTEXT LOOP
Collect. Resolve. Retrieve. Deliver.
Resolve
Identity, source, and version keep current truth.
Retrieve
Hybrid search. Ranked, bounded result.
Deliver
Grounded context for this user and task.
03 / MEASURED
The numbers.
fewer tokens
measured
better answers than no memory
25 wins, 5 ties, 0 losses · 30 real sessions · blind judge
to retrieve context
04 / RETRIEVAL
Vast context in. One usable answer out.
queryretrievererankcite
05 / THE LIFECYCLE
Production context has a lifecycle.
context.ts@conare/sdk
import { Conare } from "@conare/sdk"
const conare = new Conare({ apiKey })
await conare.memories.upsertSource({
endUserId: "user_123",
source: "customer-profile",
externalId: "profile_123",
version: 7,
content: "Prefers smaller coastal cities."
})
const context = await conare.recall({
endUserId: "user_123",
query: "What should we recommend next?"
})Isolate every tenant
Credentials determine the tenant. End-user and workspace fences narrow every read before retrieval.
Keep sources current
Versioned writes correct and delete durable source records without stale retries restoring old state.
Control retrieval
Choose raw hybrid search or citation-grounded recall. Scope the result to the source your model needs.
Delete cleanly
Remove one memory, one container, or an end user through explicit lifecycle endpoints.
06 / THE PLATFORM
The stack behind the call.
managed memory
Context APIs
Save, search, recall, suggest.
retrieval database
ConareDB
Isolated retrieval. Tenant, user, source in scope.
model layer
Embeddings
Vectors in the same space the engine searches.
source layer
Connectors
199 catalog sources. Consent and delete by tenant.
