Google-AI-Hackathon

organized by DEVPOST

GRANTED ACCESS TO THE GEMINI 1.5 PRO API AND FILE API: 29.03.2024

DEADLINE: May 3, 2024

Gemini 1.5 Pro is a next-generation AI model that delivers a breakthrough in long context understanding. It can process upto 1M tokens across different modalities, enabling richer and more complex interactions.

Files API is an easy way for developers to upload files for multimodel use cases. It’s the most stable and least error-prone method of unlocking multimodel support in your applications using Gemini.

Known Limitations:

• Maximum request size: The Gemini 1.5 Pro API currently has a maximum request size of 20MB. Use the File API for requests larger than 20MB.

Environment Setup

# python version -> 3.10.13
python -V 

# create a environment named -> google-ai
python -m venv google-ai

# activate the environment
source google-ai/bin/activate

# List models to see the available Gemini models
for m in genai.list_models():
    if 'generateContent' in m.supported_generation_methods:
        print(m.name)

# Output
# models/gemini-1.0-pro
# models/gemini-1.0-pro-001
# models/gemini-1.0-pro-latest
# models/gemini-1.0-pro-vision-latest
# models/gemini-1.0-ultra-latest
# models/gemini-1.5-pro-latest
# models/gemini-pro
# models/gemini-pro-vision
# models/gemini-ultra

Tech Stack

Data Framework - LllamaIndex
Google Generative AI Model - Gemini 1.5 Pro
Frontend - Streamlit
Programming Language - Python