UpTrain
Eliminate Guesswork. Scale AI Confidently.
Monthly visits:21788
Description:
UpTrain is a full-stack LLMops platform that helps businesses manage and improve their LLM applications. It provides a range of features to help businesses evaluate, experiment with, and improve their LLM applications, including automated testing, root cause analysis, and enriched datasets. UpTrain is designed to help businesses build production-grade LLM applications quickly and easily, and to ensure that their applications are performing reliably and meeting their business needs.
For Tasks:
evaluate llm applications
experiment with llm applications
improve llm applications
test llm applications
analyze llm applications
For Jobs:
Features
- Automated testing for each prompt-change/config-change/code-change across a diverse test set.
- Prompt versioning allows you to roll back changes hassle-free.
- Know Where Things Are Going Wrong Not just monitoring, UpTrain isolates error cases and finds common patterns among them.
- UpTrain provides root cause analysis and helps make improvements faster.
- Enriched Datasets for your testing needs UpTrain helps create diverse test sets for different use cases.
Advantages
- Faster and more systematic experimentation.
- Automated regression testing.
- Root cause analysis.
- Enriched datasets for testing.
- Built for developers, by developers.
Disadvantages
- Can be expensive.
- May require some technical expertise to use.
- Not all features may be available for all LLM applications.
Frequently Asked Questions
-
Q:How does UpTrain evaluations work?
A:UpTrain evaluations use a variety of techniques to assess the performance of LLM applications, including precision metrics, task understanding, response relevancy, structural integrity, completeness, conciseness, context awareness, retrieval quality, hallucinations, context utilization, language features, coherence, toxicity, fairness & bias, interestingness, emotion & tone, custom guideline adherence, and presence of certain keywords. -
Q:Do I need to pay for OpenAI costs for running UpTrain evaluations?
A:Yes, you will need to pay for OpenAI costs for running UpTrain evaluations. UpTrain provides a range of pricing plans to meet the needs of different businesses. -
Q:How long does it take to integrate UpTrain?
A:UpTrain can be integrated in less than 5 minutes with a single API call. -
Q:Can I try UpTrain before purchasing?
A:Yes, you can try UpTrain's free playground to get started. -
Q:What is the difference between open-source and managed version?
A:The open-source version of UpTrain is free to use, but it requires some technical expertise to set up and manage. The managed version of UpTrain is a paid service that includes support and maintenance.
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