Photo by Hamming AI: Revolutionizing AI Development with Efficient Prompt Engineering
The implementation of RAG and AI agents can be a daunting task, especially when it comes to tweaking parameters and ensuring reliability. Writing prompts by hand can be a trial-and-error process, and updated models often render old prompts inoperable. This is where Hamming AI comes in - a startup that provides a platform for experimentation to help teams develop trustworthy AI solutions.
Hamming AI aims to assist engineering and product teams in developing AI systems that can improve themselves with little to no human intervention.
Hamming AI supports major industries, such as legal, medical, financial, and travel, in their efforts to produce retentive AI products. The platform incorporates collaboration between teams and is an expert in helping companies in high-stakes domains.
Prompt Optimizer: A Game-Changer in Prompt Engineering
Hamming AI has introduced Prompt Optimizer, a new function now in beta. This innovative tool generates various prompt variants using LLMs and evaluates their effectiveness in completing assignments. By applying extreme cases to enhance the prompt’s few-shot examples, Hamming AI’s LLM adjudicator ensures reliable and efficient prompt engineering.
Creating Industry-Specific Retentive AI Products
With Hamming AI products, you can create industry-specific retentive AI products, such as:
- Organizing golden datasets with versioning already implemented
- Transforming traces into test cases easily and incorporating them into your golden dataset
- RAG optimized scores to locate pipeline bottlenecks rapidly
Evaluating Pipeline Performance
Hamming AI’s system evaluates the pipeline’s performance on every dataset using proprietary scores for accuracy, tone, hallucinations, precision, and recall. This automated evaluation process is a huge time saver for developers, claiming to be 20 times faster and ten times cheaper than the old-fashioned method of human review.
The Future of AI Development
Hamming AI provides an environment conducive to testing AI products, automating the evaluation process by leveraging large language models (LLMs). With dataset versioning, experiment tracking, and customizable metrics, Hamming AI is revolutionizing the way we develop AI solutions.
Hamming AI is changing the game in AI development, providing a platform for efficient and reliable AI solutions.
