Aman Agarwal
Principal Engineer at Transilience AI
OpenLIT
This startup offers observability software for GenAI and LLM applications, integrating with libraries like OpenAI and vector databases like ChromaDB. Their platform provides real-time data streaming, usage insights, and visualization tools to monitor and analyze GenAI project performance.
- Artificial Intelligence
- Developer Tools
- Enterprise Software
- Software Only
Updated 7 months ago
Funding
Funding rounds are not available yet.
Founders
Product
Problem
Developing and maintaining GenAI and LLM applications presents challenges in monitoring performance, managing costs, ensuring security, and streamlining development workflows. Existing tools often lack the granularity and integration needed to effectively manage these complexities.
Solution
OpenLIT provides an open-source platform for AI engineering, offering comprehensive observability, prompt management, and security features for GenAI and LLM applications. The platform integrates with over 50 LLM providers, vector databases, and agent frameworks, providing a unified view of application performance. By leveraging OpenTelemetry-native tracing and metrics, OpenLIT enables developers to track token usage, latency, error rates, and costs, facilitating data-driven optimization. The platform also includes tools for prompt management, secure API key handling, and protection against prompt injection and jailbreak attempts.
Target Audience
OpenLIT targets AI engineers, machine learning developers, and data scientists building and deploying GenAI and LLM applications who need a comprehensive observability and management platform.
Features
- OpenTelemetry-native tracing and metrics for LLMs, vector databases, and GPUs
- Real-time data streaming for visualizing data and making quick decisions
- Granular usage insights to analyze LLM, vector database, and GPU performance and costs
- Centralized prompt repository for organized storage, versioning, and usage of prompts with dynamic variables
- Secure secrets management with Vault Hub for creating, editing, and monitoring application secrets
- Side-by-side comparison of different LLMs based on performance, cost, and other key metrics using OpenGround
- Automatic exception monitoring with detailed stack traces and integration with traces
- Integration with popular observability systems like Datadog and Grafana Cloud