💻 programming

HumanLayer

AI agent’s human-in-the-loop feedback, input and approval API and SDK

#AI
#API
#LLM
#SDK
#Artificial in the loop
#Approval workflow
HumanLayer

Product Details

HumanLayer is an API and SDK that allows AI agents to contact humans for feedback, input and approval. It ensures human oversight of high-risk function calls via approval workflows on channels such as Slack, email, and more, enabling secure connection of your choice of LLMs and frameworks with AI agents to the world. HumanLayer is supported by Y Combinator and is compatible with a variety of popular frameworks and LLMs, including OpenAI, Claude, Llama3.1, and more. It provides a platform to enhance the capabilities of AI agents and improve their reliability and efficiency through human-in-the-loop methods. HumanLayer's pricing strategy includes free, paid and customized enterprise plans to meet the needs of different users.

Main Features

1
- Approval workflow: Quickly launch the SDK and ensure human supervision of key function calls.
2
- Humans as Tools: Add multiple human contact channels to your agency toolchain.
3
- Customized responses and upgrades: Pre-populated response prompts to achieve seamless human-computer interaction.
4
- Supports popular frameworks and LLM: compatible with LangChain, CrewAI, ControlFlow and other frameworks.
5
- Learning and Auto-Approval: Automatically approve or reject requests based on past human interactions.
6
- Upgrades and timeouts: Coordinate approvals across multiple teams and individuals, supporting Promise.race() and Promise.all() semantics.
7
- Dataset Export: Periodically export real-time feedback into high-fidelity labeled datasets for fine-tuning and evaluation.

How to Use

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1. Visit HumanLayer official website and register an account.
2
2. Choose a pricing plan that suits your needs, such as free, paid, or enterprise-customized plans.
3
3. Integrate HumanLayer’s API and SDK into your AI system according to the documentation.
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4. Configure the approval workflow and set up human supervision of key function calls.
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5. Use HumanLayer’s custom response and upgrade functions to optimize the human-computer interaction experience.
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6. Regularly export feedback data sets for fine-tuning and evaluation of the AI ​​system.
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7. Communicate with HumanLayer experts as needed to obtain customized advice and support.

Target Users

The target audience is developers, data scientists, and professionals in the AI ​​field. HumanLayer is suitable for them because it provides a platform to enhance the capabilities of AI agents through a human-in-the-loop approach, making AI systems more reliable and efficient. It allows developers to integrate human supervision into their AI systems, improving the accuracy and safety of decision-making.

Examples

- Use HumanLayer to implement the approval workflow of AI agents on Slack.

- Integrate HumanLayer via email channels to get human feedback on critical decisions.

- Utilize HumanLayer's custom response and upgrade functions to optimize the customer service process of AI agents.

Quick Access

Visit Website →

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