Athina AI
Athina AI, formerly known as Magik and other variations, is a remote-based company that offers a comprehensive monitoring and evaluation platform for LLM-powered applications, enhancing performance and reliability through advanced analytics and real-time feedback.
Company Overview
Athina AI, formerly known as Magik Labs, operates as a fully remote company with a compact team of five professionals. It specializes in providing an evaluation framework and production monitoring platform specifically designed for Large Language Model (LLM) powered applications. The company is a part of the W23 batch of Y-Combinator, underlining its innovative approach in the B2B sector, sub-industry of engineering, product, and design.
Services
Athina AI offers tools that enhance the performance and reliability of AI applications through real-time monitoring and in-depth analytics. Their platform offers both open-source and closed-source tools for LLM developers, enabling developers to start monitoring and evaluating their applications quickly. The service includes visibility into LLM touchpoints by logging prompt-response pairs and tracking crucial usage metrics such as response time, cost, and token usage.
Features
Athina AI provides several key features for LLM developers. These include real-time monitoring, granular analytics, preset evals to quantify model performance, and automatic classification of user queries into topics. Developers can also define custom evaluators with minimal code and maintain historical performance tracking through recorded eval runs and experimentation parameters. Furthermore, Athina AI integrates seamlessly with CI/CD pipelines via GitHub Actions for advanced hallucination detection.
Supported Models and Integrations
Athina AI supports a variety of models for comprehensive logging, including OpenAI Chat (1.x and 0.x), OpenAI Completion (1.x and 0.x), Langchain, Anthropic, and Meta Llama. Logging can be performed through API requests and a Python SDK (Non-Streaming). This flexibility ensures a broad range of LLM applications can benefit from Athina AI’s advanced monitoring and evaluation capabilities.
Advanced Detection Techniques
Athina AI addresses the challenges of LLM applications with advanced techniques for hallucination detection and mitigation. The platform employs prebuilt evaluations to identify hallucinations and other inaccuracies in outputs, providing cost-effective solutions to manage evaluation expenses. These capabilities are highlighted through guides and insights based on extensive development experience, including effective configuration of LLM evaluators and techniques for advanced hallucination detection.