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OpenLIT

Visit AI
Added 1 week ago (Dec 28, 2024)
5 out of 5
0 reviews
Machine Learning Natural Language Processing AI Governance

OpenLIT is an open-source observability platform designed for GenAI and LLMs, enabling seamless integration for real-time monitoring and analytics.

Primary AI

LiteLLM

Top Job for This AI

Compliance Officer

Most Commonly Used Task

AI content detection

Product Information

What is OpenLIT?

OpenLIT is an innovative open-source platform tailored for observability in Generative AI (GenAI) and Large Language Models (LLMs). With its roots in OpenTelemetry, it consolidates traces and metrics into a unified application, facilitating straightforward integration into your LLM projects with a simple line of code. Designed to promote smooth observability, OpenLIT supports popular libraries like OpenAI and HuggingFace as well as vector databases including ChromaDB. Its core functionalities empower developers to monitor performance, costs, and key metrics efficiently, ensuring optimal LLM utilization and decision making.

Core Features

Seamless OpenTelemetry integration

Fine-tuning capabilities for LLM performance

Real-time data streaming

Low-latency data processing

Visual analysis of costs and performance metrics

Connections to Datadog and Grafana.

Advantages

Open-source flexibility
Easy integration with minimal code required
Comprehensive real-time monitoring
Detailed performance analytics
Support for prominent AI libraries
Efficient data visualization.

Use Cases

Monitor GenAI projects

Analyze LLM token consumption

Visualize performance indicators

Integrate with observability systems

Track project cost efficiency

Enhance decision-making processes.

Frequently Asked Questions

Is OpenLIT only for GenAI projects?

No, OpenLIT can be integrated with various applications beyond GenAI, but it is optimized for LLMs.

Can OpenLIT be integrated with non-LLM applications?

Yes, while OpenLIT specializes in LLM observability, it also supports integration with other types of applications.

How do I contact OpenLIT support?

You can reach OpenLIT support through their email at contact@openlit.io or by visiting their contact page on the website.

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Primary Tasks For OpenLIT

# Task Popularity Impact Follow
1
🤖🔍

AI content detection

96% Popular
87% Impact
2
📚🎮

Interactive learning

52% Popular
76% Impact
3
📚

Learning

72% Popular
72% Impact
4
🎮

Interactive gaming

76% Popular
75% Impact
5
📊

Data visualization

56% Popular
78% Impact
6
💡

Prompt optimization

32% Popular
78% Impact
7
📚

Academic research

20% Popular
78% Impact
8
📈

Linkedin posts

40% Popular
75% Impact
9
📊

Data analysis

56% Popular
85% Impact
10
📝

Customer feedback analysis

48% Popular
78% Impact
11
📖✨

Interactive storytelling

92% Popular
87% Impact
12
🖥️

User interfaces

56% Popular
78% Impact
13
💡

Idea generation

48% Popular
75% Impact
14
💻

Software development

72% Popular
78% Impact
15
📚🌍✨

Language learning

80% Popular
87% Impact

Best Fit Jobs For OpenLIT

Compliance Officer

AI Impact:
72%

Transcriber

AI Impact:
75%

Admin

AI Impact:
76%

Director of Operations

AI Impact:
68%

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