ekkOS Labs // research division
ekkOS LabsPersistent cognition
Memory Gateway

Drop-In Memory For Any LLM Stack

Change one base URL and route requests through the ekkOS gateway. Memory retrieval, pattern evolution, and outcome tracking come along for free.

beforebaseURL="https://api.openai.com/v1"
afterbaseURL="https://api.ekkos.dev/v1"
No application rewriteAutomatic pattern injectionWorks with OpenAI-compatible clientsOutcome tracking built inPersistent memory over time
Get API KeyView Comparison
Comparison

Zero Integration Time

Most alternatives require app-level memory plumbing. ekkOS operates as infrastructure instead.

Manual integration

legacy path
typescript
// Manual SDK integration
import { MemoryClient } from "mem0ai";

const memory = new MemoryClient(apiKey);
const memories = await memory.search({
  query: userMessage,
  user_id: userId,
});

const context = memories.map((entry) => entry.text).join("\n");
const prompt = `Context: ${context}\n\nUser: ${userMessage}`;

const response = await openai.chat.completions.create({
  messages: [{ role: "user", content: prompt }],
});

// Repeat everywhere
// No automatic learning
// No outcome tracking

Gateway integration

drop-in
typescript
// Drop-in gateway
const client = new OpenAI({
  baseURL: "https://api.ekkos.dev/v1",
  apiKey: process.env.EKKOS_API_KEY,
  defaultHeaders: {
    "X-User-ID": userId,
  },
});

const response = await client.chat.completions.create({
  model: "gpt-4",
  messages: [{ role: "user", content: userMessage }],
});

// Memory injection: automatic
// Pattern evolution: automatic
// Outcome tracking: automatic

Traditional approach

  • 100+ lines of integration code.
  • Weeks of implementation and maintenance overhead.
  • No automatic learning or pattern promotion.
  • Memory stays static unless you wire everything yourself.

ekkOS gateway

  • One URL change to start routing through memory infrastructure.
  • Automatic retrieval and outcome-aware system learning.
  • No custom SDK surface to maintain across the app.
  • Production-friendly because the intelligence lives in the gateway.
Matrix

Feature Comparison

Feature
ekkOS
Others
Integration time
5 minutes
2-4 weeks
Code changes
1 line
100+ LOC
Memory injection
Automatic
Manual
Pattern evolution
Built in
None
Outcome tracking
Built in
None
Multi-provider
Gateway ready
Custom work
Workflow

How It Works

1

Swap The URL

Point your existing OpenAI-compatible client at the ekkOS gateway.

2

Send The Same Request

Your current payload shape keeps working. The gateway handles injection and telemetry.

3

Start Learning

Patterns, outcomes, and memory retrieval begin compounding without a custom SDK layer.

Gateway CTA

Route Memory Through Infrastructure, Not Boilerplate

The point of the gateway is not to add more app code. It is to move persistent memory, learning, and pattern reuse into the layer where they belong.

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