Hamming is an AI evaluation and optimization platform that helps engineering teams build reliable and high-quality AI products faster.
https://hamming.ai/
Product Information
Updated:Nov 9, 2024
What is Hamming
Hamming is an enterprise-grade platform for AI evaluations, observability, and optimization. Founded in 2024 by Marius Buleandra and Sumanyu Sharma, Hamming aims to make AI reliable for enterprises by providing tools to test, evaluate, and improve AI systems. The platform supports the development of various AI applications, from voice agents to RAG (Retrieval-Augmented Generation) systems, helping teams iterate faster and prevent regressions in production.
Key Features of Hamming
Hamming is an AI optimization platform that helps engineering teams build reliable and self-improving AI products. It offers automated testing for voice agents, prompt optimization, evaluation of AI outputs, and active monitoring of AI systems in production. The platform enables faster iteration on prompts, retrieval pipelines, and agents while ensuring high-quality, accurate outputs.
Automated Voice Agent Testing: Uses AI-powered voice characters to automatically call and test voice agents, significantly speeding up the testing process.
Prompt Optimizer & Playground: Automatically generates optimized prompts and provides a playground to test LLM outputs on datasets, saving time on manual prompt engineering.
AI Output Evaluation: Measures accuracy, tone, hallucinations, precision and recall of AI outputs using custom evaluations tailored to specific use cases.
Active Monitoring: Tracks and scores how users interact with AI apps in production, flagging cases that need attention and allowing easy conversion of calls into test cases.
Collaboration Features: Supports team collaboration with experiment tracking, manual overrides, dataset versioning, and result sharing capabilities.
Use Cases of Hamming
Healthcare AI Development: Build accurate clinical documentation and medical co-pilot AI apps with reduced risk of errors or hallucinations.
Financial Services AI: Develop reliable AI systems for financial analysis and customer service, ensuring regulatory compliance and accuracy.
Customer Support Automation: Create and optimize AI-powered chatbots and voice agents for improved customer interactions and support.
Content Generation and Moderation: Develop and refine AI systems for generating and moderating content across various platforms with high accuracy.
Pros
Significantly speeds up AI development and testing processes
Helps ensure reliability and accuracy of AI outputs
Supports multiple LLM providers and integrates with existing AI infrastructure
Offers comprehensive tools from development to production monitoring
Cons
May require initial setup and integration effort
Potential learning curve for teams new to AI development tools
Pricing information not readily available, may be costly for smaller teams or projects
How to Use Hamming
Sign up for an account: Go to hamming.ai and create a free account to get started with their platform.
Try the Voice Agent Testing demo: Use Hamming's voice characters to automatically test your voice agents. This is 100x faster than manual testing.
Use the Prompt Optimizer: Try the free prompt optimizer tool to automatically generate optimized prompts for your LLM, saving 80% of manual prompt engineering effort.
Test prompts in the Playground: Use the prompt playground to test LLM outputs on a dataset of inputs. Hamming's AI judges will evaluate the quality of generated outputs.
Set up evaluations: Create custom evaluations unique to your use case to measure accuracy, tone, hallucinations, precision and recall of your AI agents.
Enable active monitoring: Track and score how users are using your AI app in production. Hamming will flag cases that need your attention.
Collaborate with your team: Use Hamming's collaboration features like experiment tracking, manual overrides, dataset versioning, and result sharing to work effectively as a team.
Iterate and improve: Use Hamming's insights to continuously refine your prompts, voice agents, and AI systems to make them more reliable and effective.
Hamming FAQs
Hamming is an AI optimization platform that helps engineering teams build reliable and self-improving AI products. It provides tools for automated testing, evaluation, and monitoring of AI systems, including prompts, voice agents, and multi-step AI agents.
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Analytics of Hamming Website
Hamming Traffic & Rankings
19.4K
Monthly Visits
#1185874
Global Rank
#5395
Category Rank
Traffic Trends: Jul 2024-Nov 2024
Hamming User Insights
00:03:30
Avg. Visit Duration
3.39
Pages Per Visit
52.34%
User Bounce Rate
Top Regions of Hamming
US: 45.19%
CA: 15.32%
IN: 14.28%
AU: 7.76%
VN: 5.81%
Others: 11.64%
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