AI Prompt Search Engine and Fine Tuned Models
What is humanloop.com?
Humanloop.com is a web-based platform that provides an LLM application platform, where LLM stands for large language models. LLMs are a cutting-edge computing technology capable of revolutionizing software and industries through natural language processing. The platform assists developers in swiftly creating production-grade applications using LLMs, allowing customization for specific use cases, enhancing performance, reducing costs, and facilitating model monitoring and evaluation.
One of the key features of Humanloop.com is its collaboration with various LLM providers, including prominent names such as OpenAI, Anthropic, Cohere, and the option to integrate your own models. This ensures a wide range of options for developers and businesses.
The platform boasts a team of experts skilled in machine learning, natural language processing, and software engineering, with prior experience at major tech companies like Google, Microsoft, and Amazon. This expertise adds value to the platform's services and solutions.
Humanloop.com's overarching mission is to facilitate the safe and rapid integration of AI across the economy, empowering individuals and organizations to accomplish tasks previously restricted to a select group of specialists.
For those interested in using the platform, Humanloop.com offers a 7-day free trial for new users and provides the option to book a demo through their website. Existing users can simply log in using their credentials.
How does Humanloop.com ensure the safety of AI?
Humanloop.com is dedicated to ensuring the safe implementation of AI across various industries as part of its overarching mission. The platform offers a comprehensive set of tools and features aimed at empowering developers to effectively manage, monitor, evaluate, and optimize their LLM (large language model) applications. Some of the key tools and features provided by Humanloop.com include:
- Collaborative prompt workspace: The Humanloop Playground allows teams to iterate and collaborate on prompts together. This feature facilitates seamless teamwork and brainstorming to refine prompts for optimal results.
- Evaluation + monitoring suite: Prior to deploying to production, developers can use this suite to debug prompts, chains, or agents. It enables thorough evaluation and identification of potential issues to ensure smooth performance.
- Customization + optimization tools: Humanloop.com enables the integration of private data and fine-tuning to achieve personalized model performance. This customization ensures that the LLMs are tailored to specific use cases and requirements.
- Data privacy and security: Humanloop.com prioritizes data privacy and security, allowing users to activate LLMs with their private data in a safe and secure manner. This ensures sensitive information remains protected throughout the process.
- Python SDK and TypeScript SDK: Developers can seamlessly integrate Humanloop.com into their existing workflows and CI/CD pipelines. This compatibility ensures a smooth integration process and enhances workflow efficiency.
- Dedicated support: Humanloop.com offers robust support to its users, including hands-on assistance through Slack and access to a vibrant Discord community with over 5000 members. This support network ensures users have the help they need throughout their AI development journey.
In addition to its toolset, Humanloop.com adheres to the principles of human-in-the-loop AI. This approach involves human involvement in the machine learning development and deployment process. By allowing humans to provide feedback, corrections, and guidance to the models, human-in-the-loop AI aims to reduce errors, biases, and risks associated with AI systems. This approach reinforces the platform's commitment to safety and responsible AI practices.
How can I integrate Humanloop.com into my existing workflows and CI/CD pipelines?
You can incorporate Humanloop.com into your existing workflows and Continuous Integration/Continuous Deployment (CI/CD) pipelines using their Python SDK or TypeScript SDK. These software development kits (SDKs) enable you to conveniently record outputs from your Language Model Models (LLMs), chains, and agents along with any relevant feedback, manage test data, define customized metrics, and facilitate collaboration with your team for prompt engineering.
Additionally, Humanloop offers integration with GitHub Actions, a service that automates CI/CD workflows within your GitHub repository. By leveraging GitHub Actions, you can trigger various Humanloop commands, such as project creation, evaluations, model deployment, and more.
For detailed instructions on utilizing Humanloop SDKs and GitHub Actions, you can refer to their documentation.
How can I get started with Humanloop.com?
To begin using Humanloop.com, you can follow these straightforward steps:
- Sign up for a 7-day free trial or request a demo through their website.
- Create your Humanloop account using your work email, full name, and password.
- Access the Humanloop Playground after logging in, where you can experiment with various Language Model Models (LLMs) and prompts.
- Tailor your own projects and model configurations to align with your specific use case.
- Seamlessly integrate Humanloop into your existing workflows and Continuous Integration/Continuous Deployment (CI/CD) pipelines using either the Python SDK or TypeScript SDK.
- For in-depth knowledge and useful insights on optimizing your use of Humanloop, refer to the available documentation, guides, and tutorials.
- Connect with the vibrant community on Slack or Discord to seek support, gather feedback, and draw inspiration from other developers and the Humanloop team.
What is the cost of using Humanloop.com after the free trial?
After the free trial period, the cost of using Humanloop.com is determined by the plan you select, which includes two options: Starter and Team. The Starter plan is priced at $70 per month with an annual contract and offers 1,000 datapoints per month, 1 seat, access to the Playground, logging and evaluation capabilities, and the ability to manage unlimited apps. On the other hand, the Team plan is available at $700 per month with an annual contract and provides 10,000 datapoints per month, support for up to 10 seats, all features from the Starter plan, as well as A/B testing and Finetuning functionalities.
In case you exceed the monthly limit, both plans charge an additional fee of $2 per 1,000 datapoints. If you require a more customized plan with additional features and support, you can get in touch with Humanloop.com to explore their Enterprise plan.
It is important to note that you can cancel your subscription at any time without incurring any charges from Humanloop.com. However, it's essential to keep in mind that the usage costs of Language Model Providers (LLMs) like OpenAI, Anthropic, etc., are not included in the pricing provided by Humanloop.com and need to be paid separately.
