vLLM Connector
Integrate vLLM with OnPremiseAgent for high-throughput, low-latency model serving in production environments. vLLM's PagedAttention algorithm delivers up to 24x higher throughput than standard serving frameworks, making it ideal for enterprise workloads with multiple concurrent agents.
API KeyToken
Auth
API Key, Token
Category
AI Runtimes
Compatibility
vLLM 0.4+, NVIDIA A100/H100/L40S, CUDA 11.8+
Tier
Coming Soon
Purpose-built capabilities
Everything you need to integrate vLLM into your on-premise agent workflows.
PagedAttention
vLLM's PagedAttention algorithm enables up to 24x higher throughput than naive serving approaches.
OpenAI Compatible
Drop-in replacement for OpenAI API with the same request/response format.
Multi-Model Serving
Serve multiple models from a single vLLM instance with automatic routing.
Quantization Support
Run quantized models (GPTQ, AWQ, SqueezeLLM) for reduced memory footprint.
01
Install vLLM
Install vLLM on your GPU server: pip install vllm. Requires NVIDIA GPU with CUDA 11.8+.
01
Key Benefits
Why enterprises choose this connector
- Up to 24x higher throughput than standard serving
- OpenAI API compatible — no code changes needed
- Support for quantized models (GPTQ, AWQ)
- Continuous batching for optimal GPU utilization
01
High-Volume Processing
Handle thousands of concurrent agent requests with continuous batching and PagedAttention.
02
Model Migration
Switch from cloud APIs to on-premise serving with zero code changes using OpenAI-compatible endpoint.
03
Cost Reduction
Reduce inference costs by 90%+ by serving models on your own GPU infrastructure.
Frequently Asked Questions
Which GPUs are supported?
vLLM supports NVIDIA GPUs with compute capability 7.0+ (V100, A100, H100, L40S, RTX 3090/4090).
Is this compatible with the OpenAI API?
Yes. vLLM provides an OpenAI-compatible API server that works as a drop-in replacement.
Works great with
Combine vLLM with these connectors for a complete integration stack.
Ready to connect vLLM?
Deploy on your own infrastructure with full data sovereignty. Get started in minutes.