OpenAI-compatible — drop-in replacement

The Cognitive Gate
for LLMs

Memory. Personality. Reasoning. Ethics. Multi-provider routing. One API that makes every LLM smarter.

from openai import OpenAI

client = OpenAI(
    base_url="https://dev.dream-weaver.ai/v1",
    api_key="dw_live_...",
)

# That's it. Memory, personality, reasoning — automatic.
response = client.chat.completions.create(
    model="qwen3:8b",
    messages=[{"role": "user", "content": "Hello, Pal!"}],
)

Every request gets smarter

11 pipeline stages fire automatically on every API call. No code changes required.

🧠

Persistent Memory

Working memory for the session. Episodic memory across sessions. Automatic promotion from short-term to long-term. Your AI remembers.

🎭

Personality Injection

SOUL, USER, TOOLS, MEMORY files define who your agent is. Versioned, per-tenant, A/B testable. Injected as system prompt automatically.

🔬

Symbolic Reasoning (LSR)

Fact validation, contradiction detection, temporal decay, ILP rule learning, analogical reasoning, working memory with ACT-R dynamics.

🛡

Ethics Governance

Intent reversal detection, manipulation blocking, PII scrubbing, jailbreak defense. Runs on every request. Fails closed.

Intelligent Routing

Mixture-of-Experts classifies requests. Cost-aware, latency-aware, capability-aware. Circuit breakers for automatic failover. 40% cost reduction.

📊

Full Observability

Prometheus metrics, Grafana dashboards, OpenTelemetry tracing, structured audit logs. See every pipeline stage, every decision, every millisecond.

11
Pipeline stages per request
6
LLM providers supported
40%
API cost reduction
<200ms
Pipeline overhead

Start building cognitive AI

Free tier. No credit card. OpenAI-compatible from line one.

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