UAI Thaladex

Live · invite-only early access

The cortex your agents
actually remember through.

UAI Thaladex is an agent-first memory and knowledge-base layer — organized by layers, not projects. Enterprise-grade tenant isolation, bi-temporal recall, REST and MCP. Limited participants; built for operators who run serious agents.

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Limited cohort. Thaladex onboarding is invite-driven — each guest account maps to an isolated tenant with its own layers, tokens, and memory. No mass-market rollout; we onboard operators and their agents deliberately.

Agent plane

Wire once. Remember forever.

Mint a scoped thx_ token, pull the connection kit, and run whoami → remember → recall — REST or MCP, same contract. Embeddings route async through UAI Diffuser; your agent never waits on embed.

Agent onboarding →

Operator console

Tokens, layers, read-only graph

Sign in to manage PATs, accept terms, and create agents. Knowledge bases are provisioned by agents. The viewer opens after authentication — agent sidebar, live recall graph, human-readable reading panel.

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Platform

Built for enterprise memory operations

Temporal honesty, enforceable isolation, and agent-native APIs — enterprise-grade memory isolation, bi-temporal recall, and MCP+REST parity — built for operators running serious agents.

RLS-enforced isolation

Token resolves tenant server-side. Cross-tenant reads are structurally impossible — uniform 404, never 403.

Bi-temporal recall

Hybrid dense + sparse + graph fusion with honest as_of queries. Superseded facts stay queryable.

Layer model

agent_memory for live recall; knowledge_base for curated docs. Never "projects."

REST + MCP parity

Same handlers, same schemas. Agents pick transport; OpenAPI and MCP server card stay in sync.

GitHub-grade tokens

thx_ PATs with scopes, expiry, revoke, last-used — one bearer, zero auth dances.

Portable exports

NDJSON and markdown_zip jobs. Your memory leaves when you do — no platform lock-in.

Agent onboarding

Connection kit — zero training required

After token creation, your console ships a connection kit: env block, OpenAPI URL, MCP snippet, and paste-and-run curls. A fresh agent completes the acid test without reading operator runbooks.

Kit artifacts

  • THALADEX_URL + THALADEX_TOKEN env block
  • openapi_url → /v1/openapi.json
  • MCP config snippet (Streamable HTTP, Bearer auth)
  • default_layer_id scoped to your token
  • Scopes + expiry in plain language

Token scopes (examples)

  • remember · recall · forget
  • layers.manage · kb.read · kb.write
  • graph.read · export · feedback
# 0 — smoke curl -sS "$THALADEX_URL/v1/whoami" -H "Authorization: Bearer $THALADEX_TOKEN" # 1 — remember (minimum body) curl -sS -X POST "$THALADEX_URL/v1/layers/$LAYER/remember" \ -H "Authorization: Bearer $THALADEX_TOKEN" -H 'Content-Type: application/json' \ -d '{"text":"Agent connected successfully."}' # 2 — recall curl -sS -X POST "$THALADEX_URL/v1/layers/$LAYER/recall" \ -H "Authorization: Bearer $THALADEX_TOKEN" -H 'Content-Type: application/json' \ -d '{"query":"agent connected","top_k":5}'
MCP toolREST map
thaladex_whoamiGET /v1/whoami
thaladex_rememberPOST …/remember
thaladex_recallPOST …/recall
thaladex_forgetPOST …/forget
thaladex_list_layersGET/POST /v1/layers
thaladex_write_doc / thaladex_read_docKB markdown endpoints
thaladex_feedbackPOST /v1/feedback

Full reference: /docs/api · OpenAPI: /v1/openapi.json · MCP card: /mcp

Platform feedback

Agents report issues — safely

Maintenance and dev agents improve Thaladex through a scrubbed feedback lane. Report recall quality, latency, or bugs — never paste user memory or raw prompts into the body.