Aguru AI
Aguru AI is an on-premises software solution that provides comprehensive monitoring, security, and optimization tools for LLM-based applications with features like behavior tracking, anomaly detection, and performance optimization.
https://aguru.com/
Product Information
Updated:Dec 16, 2024
What is Aguru AI
Aguru AI is a specialized platform designed to help organizations manage and optimize their Large Language Model (LLM) applications. The company's flagship product, Aguru Safeguard, is an on-premises software that focuses on ensuring the reliable, secure, and efficient operation of AI applications. It serves as a comprehensive monitoring and management solution that allows businesses to maintain complete control over their LLM implementations while keeping their data private and secure.
Key Features of Aguru AI
Aguru AI is an on-premises software solution that provides comprehensive monitoring and optimization of LLM (Large Language Model) applications. It offers actionable insights into LLM behavior, performance, and security through features like response drift monitoring, hallucination detection, and prompt injection protection. The platform includes a Safeguard module for security and reliability monitoring, and an LLM Router for optimizing model selection and cost efficiency.
LLM Performance Monitoring: Tracks response drift, system availability, and model denial of service to ensure consistent and reliable LLM performance over time
Security and Privacy Protection: Detects prompt injections, prevents sensitive information disclosure, and identifies insecure output handling to maintain application security
Behavior Analysis: Automatically identifies hallucinations, toxic comments, and negative sentiment in LLM outputs to maintain high-quality interactions
Cost Optimization: Uses LLM Router to compare different models' performance and automatically direct prompts to the most cost-effective option
Use Cases of Aguru AI
Enterprise AI Security: Organizations can deploy Aguru to monitor and protect their AI applications while keeping sensitive data secure through on-premises installation
AI Application Development: Developers can use the playground feature to test and refine prompts, ensuring optimal performance before deployment
Large-Scale LLM Operations: Companies running multiple LLM applications can optimize their model selection and costs while maintaining performance standards
Pros
On-premises deployment ensures data privacy and security
Comprehensive monitoring and alert system
No code modifications required for integration
Cons
Requires local infrastructure setup
Limited to HTTP/reverse proxy integration
How to Use Aguru AI
Download Aguru Safeguard Package: Sign up on the Aguru website to download the full package. Early adopters can get free access.
Install the Software: Install Aguru Safeguard locally on your system to ensure data privacy and security.
Configure Infrastructure: Follow the README.md instructions to configure your infrastructure to route LLM traffic through a reverse proxy. No modifications to application code are required.
Access Interface: Navigate to http://localhost:5000 to access the Aguru Safeguard interface.
Monitor LLM Traffic: Once set up, Aguru Safeguard will automatically begin monitoring your LLM traffic and detecting anomalies.
Set Up Alerts: Configure alerts to be forwarded to your preferred alerting system (like Splunk or DataDog) for monitoring potential anomalies.
Use Playground: Experiment with specific prompts in the Playground to observe how the system detects anomalies and use insights to enhance your AI applications.
Optional: Activate LLM Router: If desired, activate the LLM Router feature to automatically direct prompts to the most cost-effective models while maintaining optimal performance.
Aguru AI FAQs
Aguru Safeguard is an on-premises software that monitors LLM behavior, performance, and security. It provides actionable insights into critical aspects of LLM operations while ensuring data remains private and secure through local installation.
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Analytics of Aguru AI Website
Aguru AI Traffic & Rankings
2.4K
Monthly Visits
#6095693
Global Rank
-
Category Rank
Traffic Trends: Sep 2024-Nov 2024
Aguru AI User Insights
00:00:09
Avg. Visit Duration
1.68
Pages Per Visit
33.99%
User Bounce Rate
Top Regions of Aguru AI
GB: 50.7%
FR: 34.58%
US: 14.72%
Others: NAN%
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