Run LlamaIndex at 85% Lower Cost

Host LlamaIndex AI agent, RAG services, workflow APIs, and retrieval pipelines on dedicated virtual servers.

Keep your AI runtime online while your models, data stores, queues, and observability tools stay modular.

Fluence

Fluence

Fluence

$10.78/mo

$10.78/mo

$10.78/mo

Hetzner

Hetzner

Hetzner

$17.60/mo

$17.60/mo

$17.60/mo

DigitalOcean

DigitalOcean

DigitalOcean

$42.00/mo

$42.00/mo

$42.00/mo

AWS

AWS

AWS

$69.50/mo

$69.50/mo

$69.50/mo

Built for LlamaIndex agent infrastructure

LlamaIndex helps teams build context-aware agents, retrieval-augmented apps, document pipelines, and tool-calling workflows. Fluence gives those workloads a compute layer for hosting the backend services that keep agents running.

Host agent services

Host agent services

Run LlamaIndex APIs, workers, webhook handlers, workflow services, and retrieval backends on Fluence infrastructure.

Power document-native workflows

Support RAG, OCR, ingestion, indexing, and external knowledge workflows with a persistent runtime layer.

Start from $9 per month

Use flat daily infrastructure pricing and zero egress fees for the Fluence compute portion of your stack.

One architecture for LlamaIndex AI agents

Host the LlamaIndex backend on Fluence while keeping inference, data, memory, queues, and monitoring connected through the services your application already uses.

LlamaIndex on Virtual Servers

LlamaIndex runtime code, agent APIs, llama-deploy workflow services, background workers, and webhook handlers run on Fluence.

External model and data stack

Connect to hosted LLM APIs, local model endpoints, vector databases, object storage, message queues, databases, and observability tools.

Fluence Console, deploy virtual servers instantly, powered by Fluence decentralized cloud platform

Get LlamaIndex AI running in a few steps

Get LlamaIndex AI running in a few steps

Provision compute, deploy your backend, and connect the model and retrieval layers. Use Fluence for the runtime while keeping your LlamaIndex application stack portable.

Provision compute, deploy your backend, and connect the model and retrieval layers. Use Fluence for the runtime while keeping your LlamaIndex application stack portable.

1

1

Launch a Virtual Server

Launch a Virtual Server

Launch a Virtual Server

Launch a Virtual Server

Launch a Virtual Server

Choose a region, server type, storage, operating system, SSH key, and networking settings for your LlamaIndex backend.

2

2

Deploy LlamaIndex

Deploy LlamaIndex

Deploy LlamaIndex

Install dependencies, package your LlamaIndex app, and run the agent API, worker, webhook, container, or llama-deploy workflow service.

3

3

Connect the stack

Connect the stack

Connect the stack

Add model APIs, vector stores, storage, queues, OpenTelemetry-compatible observability, security controls, and application backends.

Save up to 85% on LlamaIndex hosting costs

Save up to 85% on LlamaIndex hosting costs

Run LlamaIndex agents, RAG services, and workflow backends on Fluence compute with daily billing and zero egress fees for the hosted runtime layer.

No egress fees

Predictable compute billing

Lower always-on backend costs

Note: Calculator estimates reflect only the Virtual Server layer used for LlamaIndex hosting.

LlamaIndex AI on Fluence vs. a traditional VPS

LlamaIndex AI on Fluence vs. a traditional VPS

LlamaIndex AI on Fluence vs. a traditional VPS

Use Fluence when you want VPS-style backend control with decentralized compute access, optional GPU resources, and a cleaner separation between runtime and the rest of the AI stack.

Use Fluence when you want VPS-style backend control with decentralized compute access, optional GPU resources, and a cleaner separation between runtime and the rest of the AI stack.

Key factor

Fluence

Traditional VPS

Cost model

Daily billing with transparent pricing

Monthly plans, fixed tiers, and possible add-on fees

Agent hosting

Runs LangGraph agents, APIs, workers, and backends on dedicated compute

Runs APIs, workers, and services like a standard server

State and memory

Uses LangGraph backends for state, files, and durable memory

Usually tied to local disk or external databases

Portability

Agent logic stays portable across infrastructure

Migration depends on provider setup

GPU access

CPU and GPU options for AI workloads

Often limited or expensive

Best for

Stateful agents, tool workflows, RAG, and multi-agent systems

General web apps and simple backends

Fluence

Traditional VPS

Cost model

Daily billing with transparent pricing

Monthly plans, fixed tiers, and possible add-on fees

Agent hosting

Runs LangGraph agents, APIs, workers, and backends on dedicated compute

Runs APIs, workers, and services like a standard server

State and memory

Uses LangGraph backends for state, files, and durable memory

Usually tied to local disk or external databases

Portability

Agent logic stays portable across infrastructure

Migration depends on provider setup

GPU access

CPU and GPU options for AI workloads

Often limited or expensive

Best for

Stateful agents, tool workflows, RAG, and multi-agent systems

General web apps and simple backends

Why Fluence is a strong fit for LlamaIndex

Why Fluence is a strong fit for LlamaIndex

Persistent backend hosting

Keep LlamaIndex APIs, workers, and workflow services online on compute you control.

Persistent backend hosting

Keep LlamaIndex APIs, workers, and workflow services online on compute you control.

Persistent backend hosting

Keep LlamaIndex APIs, workers, and workflow services online on compute you control.

Designed for RAG-heavy systems

LlamaIndex fits document workflows, OCR pipelines, retrieval, and external knowledge applications.

Designed for RAG-heavy systems

LlamaIndex fits document workflows, OCR pipelines, retrieval, and external knowledge applications.

Designed for RAG-heavy systems

LlamaIndex fits document workflows, OCR pipelines, retrieval, and external knowledge applications.

CPU-first, GPU-optional

CPU-first, GPU-optional

Run orchestration and retrieval on CPU, then add GPU containers only for local inference or heavier ML workloads.

Run orchestration and retrieval on CPU, then add GPU containers only for local inference or heavier ML workloads.

CPU-first, GPU-optional

Run orchestration and retrieval on CPU, then add GPU containers only for local inference or heavier ML workloads.

Stack flexibility

Stack flexibility

Bring your own model APIs, vector stores, storage, queues, observability, and security controls without making Fluence the whole platform.

Bring your own model APIs, vector stores, storage, queues, observability, and security controls without making Fluence the whole platform.

What you can build with LlamaIndex on Fluence

RAG product backends

Build APIs that retrieve from documents, indexes, and knowledge sources before responding to users or internal systems. 


Common stack: LlamaIndex, FastAPI, vector stores, hosted LLM APIs

Document processing agents

Run ingestion, indexing, OCR-adjacent workflows, and retrieval services for external data systems. 


Common stack: LlamaIndex ingestion, storage, vector databases, workers

Llama-deploy microservices

Host workflow services, control-plane components, message-queue runtime, and orchestration logic as modular services. 


Common stack:  llama-deploy, ControlPlaneServer, SimpleMessageQueue, AgentService

Multi-agent research workflows

Coordinate specialist agents for research, writing, review, summarization, and tool use. 


Common stack: AgentWorkflow, FunctionAgent, ReActAgent, external tools

A global marketplace of compute

Access CPU and GPU resources for LlamaIndex runtimes from providers across regions, managed through one Fluence infrastructure layer.

FAQ

Can I run LlamaIndex on Fluence?

Is Fluence a managed LlamaIndex service?

What parts of a LlamaIndex app can Fluence host?

Do I need GPU compute for LlamaIndex?

Can I use llama-deploy on Fluence?

Can LlamaIndex on Fluence connect to external vector databases?

What costs are outside the Fluence bill?

Is Fluence suitable for production LlamaIndex deployments?

Show more

Run LlamaIndex at up to 85% lower cost

Host your LlamaIndex runtime on Fluence and
connect the model, data, retrieval, and monitoring
stack your application needs.