Private RAG Infrastructure
On-premises Retrieval-Augmented Generation: vector databases, document pipelines, governance, and zero data egress.
Vector Database Setup
On-premises vector storage with Qdrant, Milvus, or pgvector. Full control over your embeddings.
Document Pipelines
Automated ingestion from PDFs, emails, wikis, and internal systems with chunking and metadata extraction.
Query & Retrieval
Hybrid search (semantic + keyword), re-ranking, and contextual retrieval tuned to your domain.
Governance & Access Control
Row-level security, document permissions, audit trails, and data retention policies.
LLM Integration
Connect to local LLMs (Llama, Mistral) or private API endpoints. No data leaves your network.
Evaluation & Monitoring
RAG quality metrics, retrieval precision tracking, and drift detection dashboards.
Your data, your infrastructure
We build RAG systems that run entirely on your premises. Zero data egress, full compliance, complete control.
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