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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, Vertex AI, 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.
What is DoCoreAI?
DoCoreAI is a dedicated platform that enhances the optimization of AI prompts and telemetry, specifically designed for product teams, SaaS companies, and developers working with large language models (LLMs) like those offered by OpenAI and Groq (Infra).
With a local-first Python client and a secure telemetry engine, DoCoreAI enables teams to collect valuable metrics on their LLM interactions while protecting the integrity of original prompts to maintain data privacy.
Key Features Include:
- Prompt Enhancement → Improve the efficacy and reliability of LLM prompts.
- Monitoring LLM Usage → Track token consumption, response times, and performance patterns.
- Expense Analysis → Review and refine costs associated with LLM usage across different teams.
- Developer Productivity Metrics → Identify time efficiencies and recognize potential usage hurdles.
- AI Telemetry Solutions → Compile detailed insights while ensuring user privacy remains a priority.
By leveraging DoCoreAI, organizations can decrease token costs, enhance AI model efficiency, and offer developers a unified platform to scrutinize prompt performance in real-time, thereby cultivating a more streamlined workflow. This comprehensive framework not only enhances productivity but also encourages data-driven decision-making, ultimately leading to improved outcomes in AI deployment. Furthermore, the ability to monitor and analyze usage patterns helps teams stay ahead in the rapidly evolving landscape of AI technology.
Integrations Supported
Amazon Bedrock
Azure AI Services
Codestral Mamba
Cohere
Gemini
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini 2.0 Flash
Gemini Nano
Langfuse
Integrations Supported
Amazon Bedrock
Azure AI Services
Codestral Mamba
Cohere
Gemini
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini 2.0 Flash
Gemini Nano
Langfuse
API Availability
Has API
API Availability
Has API
Pricing Information
Pricing not provided.
Free Trial Offered?
Free Version
Pricing Information
$9/month
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
Mirascope
Date Founded
2023
Company Location
United States
Company Website
www.mirascope.com
Company Facts
Organization Name
MobiLights
Date Founded
2020
Company Location
India
Company Website
docoreai.com