> ## Documentation Index
> Fetch the complete documentation index at: https://formbricks.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# AI Features

> Enable AI-powered helpers like survey translation and AI chart creation.

A single organization toggle unlocks AI-assisted survey translation and AI chart creation across the app. Requires `AI_PROVIDER`, `AI_MODEL`, and the matching provider configuration on the instance.

## Kubernetes Helm

The Formbricks Helm chart can deploy a bundled Qwen/vLLM runtime for Smart functionality. This path is disabled
by default and requires GPU-capable Kubernetes nodes.

```yaml theme={null}
llm:
  enabled: true
```

When `llm.enabled` is true, the chart deploys the vLLM router and Qwen serving engine. By default it also points
the Formbricks app at the in-cluster OpenAI-compatible endpoint by injecting the required `AI_*` environment
variables.

Set `llm.autoConfigureApp=false` if you want the chart to deploy Qwen/vLLM but prefer to configure the app
provider manually.

## Docker Compose

The Docker stack can deploy the same Qwen/vLLM runtime through an opt-in Compose profile. This path is disabled
by default and requires a GPU-capable Docker host with the NVIDIA Container Toolkit installed.

```bash theme={null}
COMPOSE_PROFILES=qwen
AI_PROVIDER=openai-compatible
AI_MODEL=qwen3-14b-awq
AI_OPENAI_COMPATIBLE_BASE_URL=http://vllm:8000/v1
AI_OPENAI_COMPATIBLE_PROVIDER_NAME=vllm
AI_OPENAI_COMPATIBLE_SUPPORTS_STRUCTURED_OUTPUTS=1
```

If you use the optional taxonomy service and want it to share the bundled Qwen runtime, start Docker Compose with
`COMPOSE_PROFILES=qwen,taxonomy` and point `TAXONOMY_LLM_BASE_URL` at `http://vllm:8000/v1`.

## External Providers

Keep `llm.enabled=false` when you use Google Vertex, Azure, AWS Bedrock, or your own OpenAI-compatible runtime.
Configure those providers with `deployment.env` in your Helm values or with environment variables in your
deployment platform.

Read the full guide: [AI Features](/platform/features/ai-features).