Gemini 3 Flash Tested - RAG, PDF Extraction, Resume Parser, Image Macronutrients Analysis

Explore Google's latest Gemini 3 Flash model through comprehensive real-world testing that goes beyond marketing claims to evaluate its practical engineering capabilities. Discover how this new model performs against Pro models on benchmarks like MMMU and assess whether it's suitable for production use. Learn about the pricing considerations and token efficiency advantages while following along with hands-on demonstrations including retrieval-augmented generation (RAG) implementation, PDF extraction for resume parsing, vision capabilities through financial table analysis using NVIDIA earnings data, and multimodal reasoning for macronutrient estimation from images. Gain practical insights into setup procedures using provided notebooks and understand the trade-offs between performance and cost when considering this model for real-world applications.