Algomax Introduction
Algomax is a cutting-edge platform designed to accelerate LLM (Large Language Model) & RAG (Reinforcement Learning from Human Feedback) model evaluation. It streamlines the process of assessing your models, enhances prompt development, and speeds up the development cycle with unique insights into qualitative metrics.
Algomax Features
Streamline Your Evaluation
Enhance your model's assessment effortlessly using Algomax. Our platform integrates smoothly into your pipeline, offering comprehensive insights through an intuitive dashboard.
Precise Evaluation Engine
Algomax's evaluation engine is designed for accuracy in assessing LLMs. It utilizes LLMs to evaluate LLM outputs, tailoring the process to capture the nuances of the outputs.
Verified Accuracy
We ensure the reliability of our evaluations through extensive testing, providing you with confidence in the metrics.
In-depth Insights
We dive deep into your model's outputs for meaningful analysis, ensuring that you understand exactly how your model is performing.
Interpretable Metrics
Gain a clear understanding of your model's behavior with detailed visualizations, allowing you to make informed decisions about model improvement.
Constructive Feedback
Receive specific guidance for enhancing your model's capabilities, with feedback that is both detailed and actionable.
Comprehensive Metrics
Our platform offers a range of qualitative and quantitative metrics, including contextual quality measurement that goes beyond basic accuracy.
Data-Driven Model Improvement
Utilize detailed feedback to refine your model systematically, ensuring continuous improvement.
Hallucination, Correctness, Completeness, Harmfulness, Repetition
These are some of the traditional metrics offered by Algomax, along with custom metrics that can be tailored to your specific needs.
Algomax Use Cases
Customer Support
Elevate customer service with nuanced response evaluation. Algomax checks response accuracy and empathetic tone, fostering customer satisfaction and reducing misunderstandings.
E-commerce, Healthcare, Legal, Media
Improve summarization tools by assessing completeness, factual accuracy, and coherence. Algomax ensures summaries capture essential details, aiding effective communication.
Report Generation
Boost report generation models with focused assessments on accuracy and user relevance. Algomax ensures reports are reliable and tailored to specific user needs, supporting informed decisions.
Information Extraction
Enhance information extraction models by verifying the precision and relevance of data extracted. Algomax's evaluation is key for strategic insights and maintaining data integrity.
Algomax Pricing
Team
For teams with up to 5 members, offering 5000 credits per month, unlimited projects, and full access to insights.
Growth
For teams with up to 10 members, offering 20000 credits per month, unlimited projects, and full access to insights.
Enterprise
For teams with more than 10 members, offering unlimited credits, unlimited projects, and full access to insights, with on-premise deployment options available.
Algomax FAQs
Here are some of the most common questions we receive. If you have any other questions, feel free to reach out to us.
- How do you handle my data and privacy? In which region is it stored?
- Can I deploy the evaluation engine and dashboard on my own servers?
Algomax Technical Integration
Simple Library Integration
Evaluate your model's performance in seconds with just a few lines of code.
import algomax
# Initialize your project
algomax.init("my-project")
# Load evaluation dataset
dataset = algomax.load_dataset("customer-qa")
# Setup your model
model = ...
for sample in dataset:
# Evaluate sample
result = model.predict(sample.input)
# Log result
algomax.log(sample, result)
Algomax Dashboard
Organized Dashboard
Keep all your experiment data in one accessible place with an organized dashboard that provides real-time results logging.
Real-Time Results Logging
Monitor your model's performance instantly on our dashboard, ensuring you're always up-to-date with the latest metrics.
Seamless Integration
Incorporate Algomax effortlessly into your codebase, allowing for a smooth and efficient workflow.
