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Average Ratings 0 Ratings

Total
ease
features
design
support

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Write a Review

Description

Langtrace is an open-source observability solution designed to gather and evaluate traces and metrics, aiming to enhance your LLM applications. It prioritizes security with its cloud platform being SOC 2 Type II certified, ensuring your data remains highly protected. The tool is compatible with a variety of popular LLMs, frameworks, and vector databases. Additionally, Langtrace offers the option for self-hosting and adheres to the OpenTelemetry standard, allowing traces to be utilized by any observability tool of your preference and thus avoiding vendor lock-in. Gain comprehensive visibility and insights into your complete ML pipeline, whether working with a RAG or a fine-tuned model, as it effectively captures traces and logs across frameworks, vector databases, and LLM requests. Create annotated golden datasets through traced LLM interactions, which can then be leveraged for ongoing testing and improvement of your AI applications. Langtrace comes equipped with heuristic, statistical, and model-based evaluations to facilitate this enhancement process, thereby ensuring that your systems evolve alongside the latest advancements in technology. With its robust features, Langtrace empowers developers to maintain high performance and reliability in their machine learning projects.

Description

Randoli serves as a comprehensive observability and cost management solution built on OpenTelemetry, specifically designed for Kubernetes, multicloud, hybrid, and AI/ML workloads. By consolidating essential elements such as infrastructure health, application performance, logs, metrics, traces, incidents, and cloud expenditures into a single control interface, it allows teams to move away from disparate tools and gain a unified view of system operations. Its federated architecture effectively decouples the control plane from the data plane, facilitating local telemetry analysis, relevant signal extraction, and on-demand data retrieval during investigations, all while minimizing ingestion and egress and ensuring data sovereignty is upheld. Randoli is capable of monitoring a wide range of components, including clusters, nodes, pods, workloads, services, dependencies, latency, errors, throughput, and resource utilization across diverse environments such as AWS, Azure, Google Cloud, OpenShift, and on-premises setups. Additionally, it leverages OpenTelemetry and eBPF for automatic, low-overhead instrumentation, which enhances filtering, telemetry enrichment, and real-time signal correlation, thus optimizing observability across the board. This innovative approach not only streamlines operational insights but also empowers teams to proactively manage performance and costs in their cloud infrastructures.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Microsoft Azure Yes 
OpenTelemetry Yes 
Amazon Web Services (AWS) No 
Cohere Yes 
Gemini Yes 
Gemini 1.5 Flash Yes 
Gemini 2.0 Yes 
Gemini 2.0 Flash Yes 
Gemini Enterprise Yes 
Gemini Nano Yes 
Gemini Pro Yes 
Google Cloud Platform No 
Kubernetes No 
LangChain Yes 
LlamaIndex Yes 
OpenAI Yes 
Perplexity Yes 
Pinecone Rerank v0 Yes 
Qdrant Yes 
Red Hat OpenShift No 

Integrations

Microsoft Azure Yes 
OpenTelemetry Yes 
Amazon Web Services (AWS) Yes 
Cohere No 
Gemini No 
Gemini 1.5 Flash No 
Gemini 2.0 No 
Gemini 2.0 Flash No 
Gemini Enterprise No 
Gemini Nano No 
Gemini Pro No 
Google Cloud Platform Yes 
Kubernetes Yes 
LangChain No 
LlamaIndex No 
OpenAI No 
Perplexity No 
Pinecone Rerank v0 No 
Qdrant No 
Red Hat OpenShift Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

$0.04 per hour
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) Yes 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Langtrace

Website

www.langtrace.ai/

Vendor Details

Company Name

Randoli

Founded

2017

Country

Canada

Website

www.randoli.io

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