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UpTrain AI

Open-Source LLM Evaluation and Improvement

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Overview

UpTrain AI is an open-source tool designed to help developers evaluate and improve their Large Language Model (LLM) applications. It provides a suite of tools to detect and fix issues like hallucinations, bias, and toxicity, ensuring that LLM-powered applications are more reliable and ethical. UpTrain's mission is to make it easy for developers to build high-quality and trustworthy AI.

✨ Key Features

  • LLM Evaluation and Testing
  • Hallucination Detection
  • Bias and Toxicity Analysis
  • Factual Accuracy Checks
  • Response Quality Metrics
  • Open-source and extendable framework
  • Integration with popular LLM frameworks

🎯 Key Differentiators

  • Strong focus on LLM evaluation and improvement
  • Open-source and developer-friendly
  • Comprehensive suite of checks for common LLM issues

Unique Value: UpTrain provides developers with the essential tools to ensure their LLM applications are accurate, safe, and trustworthy.

🎯 Use Cases (4)

Evaluating and improving the performance of chatbots and virtual assistants Ensuring the factual accuracy of content generation models Detecting and mitigating bias in LLM-powered applications Testing the robustness of RAG (Retrieval-Augmented Generation) systems

✅ Best For

  • Open-source tool for LLM evaluation and testing
  • Improving the reliability of customer support chatbots

💡 Check With Vendor

Verify these considerations match your specific requirements:

  • Comprehensive AI governance and compliance management platforms

🏆 Alternatives

Galileo Deepchecks TruLens

Compared to other LLM evaluation tools, UpTrain offers a more comprehensive and easy-to-use open-source solution, with a strong focus on practical and actionable feedback for developers.

💻 Platforms

API (Python library)

✅ Offline Mode Available

🔌 Integrations

LangChain LlamaIndex OpenAI Hugging Face Pinecone

🛟 Support Options

  • ✓ Email Support
  • ✓ Dedicated Support (Enterprise tier)

💰 Pricing

Contact for pricing
Free Tier Available

Free tier: Open-source tool is free to use.

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