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Mirascope
William Bakst
An OSS Python toolkit for building Artificial Intelligence agents and apps with abstractions that aren't obstructions.
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Open Source

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Open Source
About Mirascope

Mirascope is an open-source python toolkit designed to simplify the integration of LLMs into applications. It provides the right level of abstractions so developers remain in control. Miracsope can be used completely on its own for building with LLMs or you can pick the pieces you like from other frameworks and still get the best out of Mirascope.

AI Categories
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Workflow Automation
AI agents that streamline repetitive processes.
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Text Generation
AI systems that produce human-like text from prompts.
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Data Analysis
AI tools focused on processing and interpreting large datasets.
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Content Generation
AI tools that create and enhance digital content.
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AI Agents
Self-governing AI systems designed to autonomously plan, coordinate, and perform complex tasks.
Key Features
Dynamically Configured Calls
Dynamically Configured Tools
Extract Structured Data
Generate Structured Data
JSON mode
Stream Structured Information
Type Hints
Use Case
analysis
Research Automation
Streamline research workflows with AI automating analysis.
search
Document Analysis
AI extracting data from documents for automation.
coding
Code Generation
Automate the generation of source code and software solutions.
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Integration Methods
webhook
Webhooks
Customizable webhooks for real-time communication between applications.
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REST API
Standard integration using REST APIs for direct access to data.
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Python SDK
AI development tools as a Python SDK for streamlined implementation.
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Jupyter Notebook
Integrate AI tools with Jupyter Notebook to streamline data workflows.
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Docker Container
Containerized integration with Docker for scalable deployment.
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