What is Helicone
Helicone is an open-source platform designed for developers to log, monitor, and debug Large Language Models (LLMs). It offers a comprehensive suite of tools for managing LLM-related tasks, ensuring high performance and reliability in production environments.
Features of Helicone
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Sub-millisecond Latency Impact: Helicone ensures minimal latency, making it ideal for real-time applications.
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100% Log Coverage: Provides complete logging capabilities to track and analyze every request.
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Industry-leading Query Times: Fast and efficient querying for quick insights and troubleshooting.
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Ready for Production Level Workloads: Designed to handle high volumes of requests with ease.
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1,000 Requests Processed per Second: Capable of processing a large number of requests simultaneously.
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1.2 Billion Total Requests Logged: Demonstrates extensive logging capacity and experience.
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99.99% Uptime: Ensures continuous operation with minimal downtime.
How to use Helicone
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Set Up Your Integration: Choose your preferred integration and provider (e.g., OpenAI, Azure, Anthropic).
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Send Your First Event: Use the provided SDKs or headers to send requests to Helicone.
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Analyze and Manage Requests: Utilize Helicone's features to filter, segment, and analyze your requests.
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Monitor Performance: Keep track of metrics such as latency, cost, and time to first tokens.
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Optimize Prompts: Use prompt management features like versioning, testing, and templates.
Pricing of Helicone
Helicone offers flexible pricing options, including a free tier and paid plans with additional features. For specific pricing details, visit the Helicone Pricing Page.
Useful tips for using Helicone
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Leverage Custom Properties: Use custom properties to label and segment your requests for better analysis.
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Utilize Caching: Save costs and improve performance by caching frequently used requests.
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Monitor User Metrics: Gain insights into user behavior and usage patterns.
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Collect Feedback: Implement feedback mechanisms to improve LLM responses based on user input.
Frequently asked questions about Helicone
What is the impact on latency when using Helicone?
Helicone proxies your requests through globally distributed nodes running on Cloudflare Workers, ensuring minimal latency and routing requests to the closest server to the end user.
Can I use Helicone without using its Proxy?
Yes, you can still use Helicone to log your requests using the Helicone SDK's Async Integration without proxying.
How scalable is Helicone?
Helicone is 100x more scalable than competitors, offering read and write abilities for millions of logs, ensuring high performance and reliability.
Is Helicone open source?
Yes, Helicone is proudly open source, valuing transparency and community contributions. You can join the community on Discord and contribute to the project.
Can I deploy Helicone on-premises?
Yes, Helicone supports on-premises deployment with a production-ready HELM chart for maximum security. You can also discuss other deployment options with the team.
Conclusion
Helicone is a powerful, open-source platform that provides developers with essential tools for logging, monitoring, and debugging LLMs. With its robust features, minimal latency, and high scalability, Helicone is an excellent choice for anyone looking to enhance their AI workflow. Get started with Helicone today and experience the benefits of streamlined LLM management.