Tools | AI

Tool Categories

12

Project Tools

4

Cross-Project

2

Utilities

Project Tools (12)

Each project has 2 tools: info loader and resource lister.

Tool	Description	Variation
`load_proj1_info`	Get Project 1 (Image Classification) information	V1+
`list_proj1_notebooks`	List available notebooks for image classification	V1+
`load_proj2_info`	Get Project 2 (Transfer Learning) information	V1+
`list_proj2_models`	List available pre-trained models	V1+
`load_proj3_info`	Get Project 3 (Object Detection) information	V2+
`list_proj3_notebooks`	List YOLO object detection notebooks	V2+
`load_proj4_info`	Get Project 4 (Face Recognition) information	V2+
`list_proj4_modules`	List face recognition Python modules	V2+
`load_proj5_info`	Get Project 5 (GANs) information	V3
`list_proj5_models`	List GAN models (generator/discriminator)	V3
`load_proj6_info`	Get Project 6 (Diffusion Models) information	V3
`list_proj6_notebooks`	List diffusion model notebooks	V3

Cross-Project Tools (4)

Tools for comparing and discovering across projects.

Tool	Description	Parameters
`compare_projects`	Compare two AI projects	`proj1`, `proj2` (required)
`find_similar_projects`	Find projects by technique or data type	`data_type`, `technique`
`list_all_models`	List all pre-trained models across projects	None
`suggest_technique`	Suggest best technique for a CV problem	`problem_type` (required)

Utility Tools (2)

Tool	Description	Parameters
`show_capabilities`	Show all available tools and capabilities	`category` (optional)
`get_project_info`	Get metadata about a project or all projects	`project_num` (1-6)

Usage Examples

Project Exploration

# Get project info result = tools.get_tool('load_proj4_info')({}) # List available resources modules = tools.get_tool('list_proj4_modules')({})

Cross-Project Analysis

# Compare two projects comparison = tools.get_tool('compare_projects')({ 'proj1': 1, 'proj2': 3 }) # Find projects by technique matches = tools.get_tool('find_similar_projects')({ 'technique': 'CNN' })

Model Discovery

# List all available models models = tools.get_tool('list_all_models')({}) # Returns: Project 2 (4 transfer learning models), Project 5 (3 GAN models) # Get technique suggestions suggestion = tools.get_tool('suggest_technique')({ 'problem_type': 'detection' })