AI & Machine Learning

Hugging Face AI agent integration

Hugging Face integration for models, datasets, spaces, inference, repos, and user operations

What you can do with the Hugging Face integration

Give your AI agents authenticated access to Hugging Face so they can read, act, and update records on your behalf — inside a governed, observable workflow.

Let agents read data from Hugging Face as part of a workflow.
Let agents take typed actions inside Hugging Face with allow/deny policies.
Combine Hugging Face with other tools to automate cross-system workflows.
Audit every tool call in Monitor — agent, action, input, response, latency, cost.

How to connect Hugging Face

Paste your API key into the credential form. Dezifi encrypts it at rest and never logs it.

1
Open Integrations in your workspace
Navigate to Integrations from the left sidebar. The catalog opens to all available tools.
2
Find Hugging Face
Search the catalog or filter to the AI & Machine Learning category. Click the Hugging Face card.
3
Connect your account
Click Connect. Paste your API key into the credential form. Dezifi encrypts it at rest and never logs it.
4
Test the connection
Run the built-in connection test. Dezifi calls a low-impact endpoint and confirms the credential works.
5
Grant access to an agent
Open an agent in the builder, go to Tool Selection, check Hugging Face, save. The agent can now invoke Hugging Face actions during runs.

Governance and safety

Hugging Face is a tool like any other in Dezifi — its actions are governed by your policies, inspected by guardrails, and recorded in every run trace.

Tool allow / deny — restrict which agents can invoke which actions.
Approval gates — require human sign-off before destructive operations.
Rate limits — cap how often an agent can call the integration.
Audit trail — every call, input, response, and identity is logged.

Frequently asked questions

How do I connect Hugging Face to Dezifi?: Open Integrations in your workspace, search for Hugging Face, click Connect, and follow the api key flow. Once connected, the integration becomes available as a tool for any agent.
Which AI agents can use the Hugging Face integration?: Any agent in your Dezifi workspace can be granted access to Hugging Face. You scope which agents see it via tool allow-lists on policies.
Is the Hugging Face integration secure?: Yes. Credentials are encrypted at rest, scoped to your workspace, and never shared across tenants. Every tool call is logged in the run trace.
Can I limit what the agent can do in Hugging Face?: Yes. Policies let you allow or deny specific actions and require human approval for high-risk operations. The principle of least privilege is enforced at runtime.