Local RAG Servers
Appliance-style systems that ship with retrieval-augmented generation pipelines, observability, and support-ready tooling.
- CPU options include AMD Threadripper and Intel Xeon
- Enterprise GPU tiers up to NVIDIA RTX 6000 PRO Blackwell
- Standard 4TB PCIe 5.0 NVMe SSD, expandable on request
- Software stack supports Dify, Ollama, Unstructured, LangChain, and vector databases
Baseline specifications
- CPU
- AMD Threadripper PRO 7000 or Intel Xeon Scalable
- Memory
- 128 GB DDR5 ECC (expandable)
- GPU
- NVIDIA RTX 6000 PRO Blackwell (48 GB)
- Storage
- 4 TB PCIe 5.0 NVMe SSD (hot tier) + optional cold tier
- Networking
- Dual 10/25 GbE, optional 40/100 GbE
- Form factor
- 4U rackmount or tower
Configurations are validated for airflow, power, and rack compatibility prior to shipment.
Software stack
Posterity Labs delivers a tuned stack that you can operate privately while tapping into open-source ecosystems.
- Dify for orchestration, evaluation, and agent workflows
- Ollama for model management, quantization, and runtime control
- Unstructured and LangChain document loaders with policy hooks
- Vector databases (Milvus, Qdrant, pgvector) with observability baked in
- Deployment via containers or Kubernetes-ready packages
Operational support
Each deployment can include discovery workshops, runbook creation, and on-call escalation. We help teams integrate with identity, logging, and compliance tooling.
- Secure ingestion with redaction and retention policies
- RBAC, SSO/SAML, and audit logging integrations
- Performance tuning for low-latency RAG workloads
- Runbooks for patching, firmware, and fallback procedures
Request a configuration
Share your workloads, model targets, and compliance requirements. Our team will respond with sizing guidance and a quote.