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Average Ratings 0 Ratings

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ease
features
design
support

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Description

Mirascope is an innovative open-source library designed on Pydantic 2.0, aimed at providing a clean and highly extensible experience for prompt management and the development of applications utilizing LLMs. This robust library is both powerful and user-friendly, streamlining interactions with LLMs through a cohesive interface that is compatible with a range of providers such as OpenAI, Anthropic, Mistral, Gemini, Groq, Cohere, LiteLLM, Azure AI, Gemini Enterprise Agent Platform, and Bedrock. Whether your focus is on generating text, extracting structured data, or building sophisticated AI-driven agent systems, Mirascope equips you with essential tools to enhance your development workflow and create impactful, resilient applications. Additionally, Mirascope features response models that enable you to effectively structure and validate output from LLMs, ensuring that the responses meet specific formatting requirements or include necessary fields. This capability not only enhances the reliability of the output but also contributes to the overall quality and precision of the application you are developing.

Description

Tokonomics serves as an intermediary cost measurement tool that connects your application to various LLM providers. By simply altering a URL, you can access real-time expense monitoring, receive budget notifications, and enforce strict spending limits across platforms like OpenAI, Anthropic, DeepSeek, Google Gemini, Mistral, Groq, and others. To implement, just swap your LLM base URL with Tokonomics while retaining your current code. Each API interaction is meticulously documented, capturing token usage, cost in precise 8-decimal USD, response time, and personalized tags for attributing costs to specific teams or features. Highlighted features include: - Notifications for budget thresholds through email, Slack, or Teams - Enforced spending limits that prevent further requests once the monthly budget is reached - An analytics dashboard that provides insights on spending by model, daily patterns, and opportunities for cost reduction - Support for BYOK (Bring Your Own Keys) with robust AES-256 encryption - Rate limiting for each API key to manage usage - Compatibility with a wide array of programming languages and HTTP clients, such as PHP, Python, Node.js, Go, and Ruby, ensuring versatility for developers. Additionally, Tokonomics empowers teams to take control of their spending while enhancing their capability to manage diverse LLM integrations efficiently.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

OpenAI
Amazon Bedrock
Azure AI Services
Claude
Codestral
Codestral Mamba
Cohere
Gemini 1.5 Pro
Gemini 2.0
Gemini Enterprise Agent Platform
Gemini Nano
Langfuse
Mistral 7B
Mistral AI
Mistral Large
Mistral NeMo
Mistral Small
Pixtral Large
Slack
Zapier

Integrations

OpenAI
Amazon Bedrock
Azure AI Services
Claude
Codestral
Codestral Mamba
Cohere
Gemini 1.5 Pro
Gemini 2.0
Gemini Enterprise Agent Platform
Gemini Nano
Langfuse
Mistral 7B
Mistral AI
Mistral Large
Mistral NeMo
Mistral Small
Pixtral Large
Slack
Zapier

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

$0/month
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Mirascope

Founded

2023

Country

United States

Website

www.mirascope.com

Vendor Details

Company Name

Tokonomics

Founded

2026

Country

Canada

Website

tokonomics.ca

Product Features

Product Features

API Management

API Design
API Lifecycle Management
Access Control
Analytics
Dashboard
Developer Portal
Testing Management
Threat Protection
Traffic Control
Version Control

Alternatives

Alternatives

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