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Average Ratings 0 Ratings

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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

RagMetrics serves as a robust evaluation and trust platform for conversational GenAI, aimed at measuring the performance of AI chatbots, agents, and RAG systems both prior to and following their deployment. It offers ongoing assessments of AI-generated responses, focusing on factors such as accuracy, relevance, hallucination occurrences, reasoning quality, and the behavior of tools utilized in real interactions. The platform seamlessly integrates with current AI infrastructures, enabling it to monitor live conversations without interrupting the user experience. With features like automated scoring, customizable metrics, and in-depth diagnostics, it clarifies the reasons behind any failures in AI responses and provides solutions for improvement. Users can conduct offline evaluations, A/B testing, and regression testing, while also observing performance trends in real-time through comprehensive dashboards and alerts. RagMetrics is versatile, being both model-agnostic and deployment-agnostic, which allows it to support a variety of language models, retrieval systems, and agent frameworks. This adaptability ensures that teams can rely on RagMetrics to enhance the effectiveness of their conversational AI solutions across diverse environments.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

No images available

Integrations

Chroma Yes 
Claude Yes 
Elastic Cloud 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 AI Plus Yes 
Groq Yes 
Honeycomb Yes 
LlamaIndex Yes 
Microsoft Azure Yes 
OpenAI Yes 
OpenTelemetry Yes 
Perplexity Yes 
Pinecone Rerank v0 Yes 
pgvector Yes 

Integrations

Chroma No 
Claude No 
Elastic Cloud 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 AI Plus No 
Groq No 
Honeycomb No 
LlamaIndex No 
Microsoft Azure No 
OpenAI No 
OpenTelemetry No 
Perplexity No 
Pinecone Rerank v0 No 
pgvector No 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

$20/month
Free Trial Yes 
Free Version No 

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 Yes 
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 Yes 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Langtrace

Website

www.langtrace.ai/

Vendor Details

Company Name

RagMetrics

Founded

2024

Country

United States

Website

ragmetrics.ai/

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