Your Data. Your AI. Your Infrastructure.
Flora is the enterprise RAG platform that turns your internal documents into an intelligent, role-aware knowledge base — deployed entirely within your perimeter. Zero data leakage. Complete control.
Trusted by teams who take data seriously
How does Flora handle RBAC internally?
{
"text-[#8B5CF6]">"answer": "Flora endpoints enforce RBAC dynamically.",
"text-[#8B5CF6]">"sources": ["architecture_spec_v2.pdf"],
"text-[#8B5CF6]">"confidence_score": 0.94,
"text-[#8B5CF6]">"language": "en"
}Enterprise Security, Built In — Not Bolted On
Data Sovereignty
Flora deploys on your infrastructure — on-premises, private cloud, or air-gapped environments. Your documents never leave your network perimeter.
GDPR & Compliance
Built-in GDPR endpoints: consent management, PII auto-detection and anonymization, right-to-erasure, and exportable audit logs. Compliance by design, not by patch.
Secrets Management
HashiCorp Vault integration for all credentials, API keys, and JWT secrets. Automatic key rotation. Zero hardcoded secrets.
Everything You Need to Deploy AI Over Your Knowledge Base
Role-Based Access Control
Fine-grained, multi-tiered permissions across 8 access levels. Knowledge collections are siloed per role — public, authenticated, admin. Users only see what they're cleared to see.
Hybrid RAG Pipeline
Multi-stage retrieval combining semantic vector search, keyword matching, and BM25 with 4-signal re-ranking. Hallucination detection and multi-dimensional confidence scoring ensure verifiable answers.
Multi-Language Intelligence
Native support for English, Italian, German, and French. Automatic language detection, localized prompts, and temporal reference resolution — out of the box.
Document Lifecycle Management
Ingest PDFs, DOCX, and TXT files via API. Intelligent chunking, metadata enrichment, and batch processing with progress tracking. Full document lifecycle from upload to retirement.
Horizontal Scalability
Stateless API design with Nginx load balancing across N replicas. Redis caching, Qdrant vector clustering, and PostgreSQL replication. Kubernetes-ready with included manifests.
Production Observability
20+ Prometheus metrics, 6 pre-built Grafana dashboards, structured rotating logs. Monitor request latency, LLM token costs, cache hit rates, and vector search performance in real time.
Powered By Open-Source Local Inference
Doctor
Advanced document ingestion and parsing.
TEI (Text Embeddings Inference)
Blazing fast, local embedding generation.
Qdrant
Highly scalable, high-performance Vector Database.
vLLM
High-throughput, memory-efficient local LLM inference.
Architecture Built for the Enterprise
- Docker Compose or Kubernetes — deploy in minutes
- 4 API replicas with Nginx load balancing included
- Qdrant vector database for sub-second semantic search
- Redis caching layer for intelligent response memoization
- HashiCorp Vault for enterprise secrets management
- Prometheus + Grafana observability stack
< 200ms
Average query response time
99.9%
Uptime SLA target
4 Languages
Supported out of the box
Ready to Deploy AI That Respects Your Data?
Flora runs where your data lives. No vendor lock-in, no cloud dependency, no data leakage. Start with a demo or deploy directly.