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What is Spanlens?

Spanlens is an open-source observability tool under the MIT license that allows developers to seamlessly monitor their applications' interactions with various services, including OpenAI, Anthropic, and others. The integration is remarkably straightforward; developers can either modify the client's baseURL to point to the Spanlens proxy with a single line of code or use the command "npx @spanlens/cli init," which activates a wizard for automatic code adjustments. After integration, the platform logs all requests in detail, tracking essential metrics such as model type, token counts, latency, costs, and the entire prompt and response body, while also effectively reconstructing streaming outputs. The platform's dashboard converts this extensive log information into valuable operational insights. With cost tracking capabilities, users can analyze their spending by specific requests, models, and users, along with differentiating prompt-cache tokens to clarify actual savings beyond total costs. Furthermore, agent tracing illustrates multi-step workflows through Gantt waterfalls and node-and-edge graphs, highlighting critical paths to help developers identify the slowest dependencies in complex scenarios. This thorough approach not only improves visibility but also equips users with the tools necessary to refine their model interactions for enhanced efficiency and effective cost management, fostering a more productive development environment overall.

What is Mirascope?

Mirascope is a groundbreaking open-source library built on Pydantic 2.0, designed to deliver a streamlined and highly customizable experience for managing prompts and developing applications that leverage large language models (LLMs). This versatile library combines power and user-friendliness, simplifying the interaction with LLMs through a unified interface that supports various providers including OpenAI, Anthropic, Mistral, Gemini, Groq, Cohere, LiteLLM, Azure AI, Gemini Enterprise Agent Platform, and Bedrock. Whether you are focused on generating text, extracting structured data, or constructing advanced AI-driven agent systems, Mirascope provides you with vital resources to optimize your development process and create robust, impactful applications. Furthermore, Mirascope includes advanced response models that allow you to effectively organize and validate outputs from LLMs, making sure that the responses adhere to specific formatting standards or contain crucial fields. This feature not only boosts the reliability of the generated outputs but also significantly enhances the overall quality and accuracy of the applications you are building. By empowering developers to create more sophisticated and tailored solutions, Mirascope represents a significant advancement in the field of AI application development.

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Integrations Supported

Amazon Bedrock
Azure AI Services
Gemini
Gemini 1.5 Pro
Gemini 2.0
Gemini 2.0 Flash
Gemini Enterprise
Gemini Pro
Google AI Plus
Groq
Ministral 8B
Mistral 7B
Mistral AI
Mistral Large
Mistral Small
Mixtral 8x22B
OpenAI
OpenTelemetry
Pixtral Large

Integrations Supported

Amazon Bedrock
Azure AI Services
Gemini
Gemini 1.5 Pro
Gemini 2.0
Gemini 2.0 Flash
Gemini Enterprise
Gemini Pro
Google AI Plus
Groq
Ministral 8B
Mistral 7B
Mistral AI
Mistral Large
Mistral Small
Mixtral 8x22B
OpenAI
OpenTelemetry
Pixtral Large

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
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

Spanlens

Date Founded

2026

Company Location

South Korea

Company Website

spanlens.io

Company Facts

Organization Name

Mirascope

Date Founded

2023

Company Location

United States

Company Website

www.mirascope.com

Categories and Features

Categories and Features

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