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What is Langtrace?

Langtrace serves as a comprehensive open-source observability tool aimed at collecting and analyzing traces and metrics to improve the performance of your LLM applications. With a strong emphasis on security, it boasts a cloud platform that holds SOC 2 Type II certification, guaranteeing that your data is safeguarded effectively. This versatile tool is designed to work seamlessly with a range of widely used LLMs, frameworks, and vector databases. Moreover, Langtrace supports self-hosting options and follows the OpenTelemetry standard, enabling you to use traces across any observability platforms you choose, thus preventing vendor lock-in. Achieve thorough visibility and valuable insights into your entire ML pipeline, regardless of whether you are utilizing a RAG or a finely tuned model, as it adeptly captures traces and logs from various frameworks, vector databases, and LLM interactions. By generating annotated golden datasets through recorded LLM interactions, you can continuously test and refine your AI applications. Langtrace is also equipped with heuristic, statistical, and model-based evaluations to streamline this enhancement journey, ensuring that your systems keep pace with cutting-edge technological developments. Ultimately, the robust capabilities of Langtrace empower developers to sustain high levels of performance and dependability within their machine learning initiatives, fostering innovation and improvement in their projects.

What is Apache SkyWalking?

A specialized performance monitoring solution designed for distributed systems, particularly fine-tuned for microservices, cloud-native setups, and containerized platforms like Kubernetes, is capable of processing and analyzing more than 100 billion telemetry data points from a single SkyWalking cluster. This advanced tool allows for efficient log formatting, metric extraction, and the implementation of various sampling strategies through a robust script pipeline. It also makes it possible to establish alarm configurations based on service-focused, deployment-focused, and API-focused methodologies. Moreover, it enables the transmission of alerts and all telemetry data to external third-party services, enhancing its utility. In addition, the tool integrates seamlessly with established ecosystems such as Zipkin, OpenTelemetry, Prometheus, Zabbix, and Fluentd, thereby ensuring thorough monitoring across multiple platforms. Its versatility and range of features make it an invaluable resource for organizations aiming to optimize performance and reliability in their distributed environments. The ability to adapt and respond to varying monitoring needs further solidifies its importance in today's technology landscape.

Media

Media

Integrations Supported

OpenTelemetry
.NET
Angular
Claude
Cohere
Fluentd
Gemini 1.5 Flash
Gemini 2.0 Flash
Gemini Nano
Go
Grafana
Groq
Honeycomb
Java
LangChain
OpenAI
PHP
Pinecone
Rust
Zabbix

Integrations Supported

OpenTelemetry
.NET
Angular
Claude
Cohere
Fluentd
Gemini 1.5 Flash
Gemini 2.0 Flash
Gemini Nano
Go
Grafana
Groq
Honeycomb
Java
LangChain
OpenAI
PHP
Pinecone
Rust
Zabbix

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Langtrace

Company Website

www.langtrace.ai/

Company Facts

Organization Name

Apache

Date Founded

1954

Company Location

United States

Company Website

skywalking.apache.org

Categories and Features

Categories and Features

Application Performance Monitoring (APM)

Baseline Manager
Diagnostic Tools
Full Transaction Diagnostics
Performance Control
Resource Management
Root-Cause Diagnosis
Server Performance
Trace Individual Transactions

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