Core Infrastructure
High-performance vector management built for scale.
Blazing Fast Indexing
Index millions of vectors in seconds using our FAISS + Redis pipeline. Optimized for low-latency, high-throughput scenarios.
Secure Metadata Layer
Attach metadata to vectors and filter results securely using HMAC-authenticated API keys and namespace isolation.
Multi-Modal Support
Retrieve embeddings across text, image, PDF, or OCR content. Supports multilingual and multimodal search workflows.
Rapid Ingestion
REST API
Upsert vectors with rich metadata instantly. Our deterministic indexing ensures full auditability and lightning-fast retrieval.
{
"action": "upsert",
"collection": "enterprise_knowledge",
"vectors": [
{
"id": "doc_001",
"values": [
0.12,
0.45,
-0.08,
"..."
],
"metadata": {
"source": "compliance_manual.pdf",
"department": "legal",
"version": "2.1"
}
}
]
}{
"action": "upsert",
"collection": "enterprise_knowledge",
"vectors": [
{
"id": "doc_001",
"values": [
0.12,
0.45,
-0.08,
"..."
],
"metadata": {
"source": "compliance_manual.pdf",
"department": "legal",
"version": "2.1"
}
}
]
}Deployment
- Cloud NativeAWS & Azure Managed Instances
- ContainerizedPrivate Docker Registry Deployments
- Hybrid RAGNative Semantic Search Integration
- Global ScaleLow-latency edge retrieval
"Powered by FAISS and Redis. Orchestrated for the modern AI stack."
Unified Management
Monitor, query, and scale via our integrated dashboard.

Index Health

Query Analytics

Vector Management

