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Sophia Yang, Ph.D.

Head of Developer Relations, Mistral AI | PSF Fellow & Open-Source AI Educator

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Verified Proof of Work Artifacts

2 items cataloged

Each artifact below represents an authenticated research publication, production code repository, or technical architectural framework directly authored or co-created by Sophia Yang, Ph.D.. Every entry undergoes editorial source verification.

EXPLANATION Checked Sep 20, 2026

Mistral AI Cookbook: Production Function Calling & Structured Extraction

An open-source repository of practical recipes and architecture patterns curated by Dr. Sophia Yang, demonstrating deterministic JSON extraction, tool use, and multi-agent coordination with Mistral Large and Codestral.

Model & Execution Context:Covers Mistral Large, Mistral Small, Codestral, and open Mistral 7B weights.

Scope & Limitations

Code recipes and architectural patterns; enterprise integration requires organization-specific authentication and database connections.

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IMPLEMENTATION Checked Sep 20, 2026

Mistral Open-Source Cookbook: Multi-Modal & Function Calling Implementation Guides

Comprehensive open-source repository providing end-to-end notebooks on function calling, structured generation, Pixtral visual document parsing, and local self-hosted deployment.

Model & Execution Context:Mistral Large, Pixtral 12B, Python, Hugging Face, and Ollama.

Scope & Limitations

Cookbook assumes modern GPU or cloud API access; quantized CPU inference requires custom llama.cpp flags.

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