The cognitive OS for AI.
Multi-modal memory, hierarchical reasoning, neurosymbolic knowledge, spiking neurons, and lifelong learning — in a single substrate.
Six stages. One loop. Endless improvement.
Perceive.
Raw experiences — queries, tool results, sensor reads — flow in. Deduplicated, scored for novelty, batched.
Read the specAttend.
The attention filter ranks signals by salience. Only what matters reaches consciousness via the Global Workspace.
Read the specDecompose.
Triples persist to the knowledge graph. Episodes flow into episodic memory with source attribution. Embeddings index in HNSW.
Read the specReason.
HRM hierarchical planning — H-module decomposes the goal, L-module executes. Neurosymbolic blends neural similarity with symbolic paths.
Read the specLearn.
Reward-modulated Hebbian updates strengthen pathways that worked. EWC protects critical weights. Unused connections decay.
Read the specAct.
The selected action emits. ActionFeedbackAdapter routes the result back into Perceive. The loop closes. The agent improves.
Read the specEvery memory an agent needs, in one place.
Most AI memory products give you one shape: a vector blob. Minds gives you the full neuroscience-grounded hierarchy — episodic, procedural, resource, vault, working, and associative — unified under one async API.
Agents remember what they did.
Every session captured with goal, outcome, valence, source. The StreamSparkline shows event importance over time. Auditable forgetting handles GDPR delete-requests cryptographically.
Plans like a strategist.
Grounded like a lawyer.
The Hierarchical Reasoning Module (HRM) plans abstractly, executes concretely, and decides when to stop. Neurosymbolic fusion grounds every embedding in a symbolic path — hallucinations become a hardware problem you can fix.
Know what was true, when it was true, and when you learned it.
Every node and edge tracks two timelines — valid time and transaction time. Time-travel any query. Causal-path discovery, counterfactual queries, microtheory scoping, Merkle provenance.
Process time the way brains do.
Nengo-inspired, Rust-native SNN engine. LIF, Izhikevich, STDP, BPTT. Ideal for tick streams, sensor data, and log anomaly detection.
Sub-millisecond search.
A brain in your binary.
One substrate. Six superpowers.
Time-travel any query.
Every fact tracks valid time and transaction time. Know what you believed when.
KV + Vector + Graph + SQL. No glue code.
One async API. Cross-modality joins. ANN inside SQL.
Train forever. Never forget.
EWC, SI, Generative Replay, and a learning quarantine that rejects poison.
AES-256-GCM. BLAKE3 audit chain. OIDC.
Multi-tenant from the kernel. Differential privacy guardrails. Air-gappable.
630K writes/sec. Sub-10ms vector.
LSM-tree with WAL group commit, lock-free buffer, TinyLFU cache.
Self-improves while you sleep.
The cognitive cycle rewards pathways that work. Hebbian + decay.
Every belief, traced to its source.
Knowledge lineage tracks how every fact was derived. Belief-taint tracking ensures untrusted sources cannot launder into Tier-1 recommendations. Auditable forgetting handles GDPR delete requests cryptographically.
The kernel underneath every memory.
Akasha is the cognitive database engine that makes Minds possible. An LSM-tree KV with WAL, MVCC, and lock-free buffers that hits 630K writes/sec — and the substrate every higher-level layer (memory, reasoning, learning) rides on.
One call. Five languages. Same answer.
Native SDKs for TypeScript, Python, Rust, and Go — plus the cogs CLI and the mind TUI control room. All five wrap the same daemon API.
import { Minds } from "@minds-sdk/typescript";
const minds = new Minds({ apiKey: process.env.MINDS_KEY });
// Hybrid retrieval: vector + graph + episodic, one call.
const memories = await minds.recall({
query: "Why did Q3 revenue dip?",
modes: ["vector", "graph", "episodic"],
timepoint: "2026-10-01",
topK: 5,
});
for (const m of memories) {
console.log(m.confidence, m.source, m.text);
}Built for any system that needs to remember and reason.
Enterprise-ready the day you adopt it.
Multi-tenant from the kernel. Cryptographic provenance on every fact. OIDC + PKCE auth via Hydra. SOC 2 and ISO 27001 paths in flight.
Don'tfine-tunetheLLM.Traintheagent.
Domain-specific intelligence belongs in the substrate that persists, not the weights that get replaced every six months. Minds gives your agent a brain it carries forward — across sessions, across model upgrades, across the lifetime of your company.
Start free. Grow into a brain.
- 1 instance · shared cluster
- 10K episodic memories
- 100K vector embeddings
- 100MB knowledge graph
- Community Discord
- 5 instances · dedicated
- Unlimited episodic memories
- 10M vector embeddings
- Bi-temporal graph · unlimited
- HRM + Neurosymbolic
- Continual learning + quarantine
- Email support · 24h
- Unlimited instances
- Self-hosted or VPC-deployed
- Air-gapped option
- Federated ANN mesh
- SOC 2 + ISO 27001
- Dedicated solutions architect
- Custom SLA · 99.99%