Coming soon...
Coming soon...
Tools & Resources
AI & API Workshop - 7.6
Prerequisites:
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Create a python environment and install the requirements, instructions at ״Workshop Github״
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Create a Telegram user and download the desktop app
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Create an OpenRouter account
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Create a FireCrawl account
A cloud-based messaging app with an API that lets developers build bots, integrate services, and access public channel data programmatically.
A platform that lets you use powerful AI models directly from Python, without needing to download or train them.
web crawling platform that enables real-time data extraction and indexing from websites using AI-powered automation.
Web Workshop - 5.5
Prerequisites:
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Create a python environment and install the requirements, instructions at ״Workshop Github״
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Install NodeJS and NPM. Windows users are recommended to use WSL.
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Create an OpenRouter account
A platform that lets you use powerful AI models directly from Python, without needing to download or train them.
NLP Workshop - 6.5
To make the most of the upcoming workshop, please ensure you have a working Python development environment set up in advance.
Participants should have the following Python packages installed in their environment:
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requests (version 2.20.0 or higher)
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beautifulsoup4 (version 4.9.0 or higher)
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openai (version 1.0.0 or higher)
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python-dotenv
These packages will be used for making web requests, parsing content, working with APIs, and managing environment variables.
*Ideally, use a virtual environment to keep dependencies organized.
A platform that lets you use powerful AI models directly from Python, without needing to download or train them.
Language Models, Agents & AI Workflows
A framework for building AI applications with model, tool, and data integrations, supporting complex workflows and agent-based systems.
A framework for building stateful, long-running agent workflows using graph-based logic and shared state between steps.
A framework for structuring and optimizing language model pipelines to improve reliability and response quality.
An API platform for building applications with advanced multimodal models for text, image, audio, reasoning, and tool use.
Machine Learning & AI Frameworks
An open-source deep learning framework for building, training, and deploying neural networks.
A platform providing pre-trained language and vision models, as well as datasets for AI research and development.
A cloud-based environment for coding and running machine learning models without the need for local computational power.
Microsoft Azure – Cloud platform offering AI tools and APIs for text, vision, and data analysis.
Free via Technion account!
Computer Vision Tools
An open-source computer vision framework for image processing, video analysis, calibration, tracking, and 3D reconstruction.
A computer vision framework for real-time object detection, segmentation, pose estimation, tracking, and classification.
A computer vision platform for dataset management, annotation, training workflows, and deployment tools.
An annotation tool for labeling image data such as bounding boxes and other vision tasks, with export support for ML workflows.
Data & Research Resources
A repository of datasets and machine learning challenges, offering collaboration tools and cloud-based computing resources.
A government-provided open data platform containing verified datasets for public use and research.
Example - 911 Datasets
A European open data repository that offers structured datasets for research and analysis.
A global open-source database that monitors news media in over 100 languages, providing structured data on events, tone, locations, and people
Israel’s open government data platform, providing public datasets for research and claim validation.
Israel’s official GIS platform, offering access to detailed spatial data such as land parcels, planning zones, aerial imagery, and infrastructure.
The CBS API is Israel’s data interface, offering structured access to statistics on population, economy, society, and more.
Israeli open data platform, providing public access to datasets from government ministries, authorities, and public bodies.
Operational, Geospatial & Emergency Data Tools
A geospatial platform for building interactive maps, navigation, search, and location-aware user experiences.
An open, editable map of the world that supports mapping, routing, and location-based analysis with free geographic data.
A geospatial platform for mapping, spatial analysis, operational dashboards, and location-based decision support.
A weather data platform providing current conditions, forecasts, alerts, and historical weather data through APIs.
A fire information platform that delivers near real-time satellite-based active fire and thermal anomaly data, maps, alerts, and web services
A satellite imagery platform for browsing, processing, and analyzing Earth observation data from Sentinel, Landsat, and related sources
A geospatial processing platform for large-scale analysis of satellite imagery and environmental datasets.
A real geospatial data source for emergency mapping products, including rapid-mapping outputs based on satellite imagery and other geospatial data
A geospatial processing platform for large-scale analysis of satellite imagery and environmental datasets.
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