HumanLayer Howto
HumanLayer is an API and SDK that enables AI agents to communicate with humans through tool-based and asynchronous workflows, providing guaranteed human oversight for high-stakes function calls via Slack, email, and other channels.
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Sign up for HumanLayer: Go to humanlayer.dev and create an account. Choose between Starter (free) plan or paid plans based on your needs.
Install the SDK: Install HumanLayer SDK in your Python or TypeScript project. The SDK is available for both languages.
Configure Communication Channels: Set up your preferred communication channels (Slack, email, Discord, etc.) where humans will receive notifications and provide feedback.
Implement Human Approval Workflow: Add the human_as_tool() function to your AI agent's toolset to enable human oversight of critical operations. This allows the agent to pause and wait for human approval before proceeding.
Set Up Routing Rules: Configure which team members or individuals should receive specific types of approval requests and who has permission to respond.
Customize Response Options: Define pre-filled response prompts and custom buttons to streamline the human-agent interaction process.
Configure Escalations (Optional): For paid plans, set up escalation rules and timeouts to ensure requests are handled within specific timeframes and by the right people.
Test the Integration: Run test scenarios to ensure your AI agent correctly pauses for human input and processes feedback appropriately.
Monitor and Export Data: Use the platform to monitor interactions and export feedback data for training and evaluation purposes.
HumanLayer FAQs
HumanLayer is an API and SDK that enables AI Agents to communicate with humans for feedback, input, and approvals. It provides human oversight of high-stakes function calls through approval workflows across Slack, email, and other platforms.
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