Coming soon...
Coming soon...
Tools & Resources
AI and LLM's tools:
(And thare are many many more...)
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1. Language Model Development & Interaction
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LangChain – A framework for building applications that integrates and interacts with language models, allowing for complex AI workflows and automation.
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💰 Some features require API credits (OpenAI, Anthropic, etc.)
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DSPy – A tool for structured interactions with language models, simplifying integration and improving response accuracy.
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OpenAI API – An interface for accessing pre-trained language models like GPT-4 for text processing, summarization, and content generation.
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💰 Usage is billed per token; GPT-4 costs ~$0.03–$0.12 per 1,000 tokens
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2. Machine Learning & AI Frameworks
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Hugging Face – A platform providing pre-trained language and vision models, as well as datasets for AI research and development.
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💰 Some models require premium access or API credits
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PyTorch – An open-source machine learning framework with extensive tutorials and support for training deep learning models.
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Google Colab – A cloud-based environment for coding and running machine learning models without the need for local computational power.
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💰 Free tier available, but Colab Pro ($10/month) and Pro+ ($49.99/month) offer better performance and GPU access
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Data & Research Resources
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Kaggle – A repository of datasets and machine learning challenges, offering collaboration tools and cloud-based computing resources.
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Data Gov (USA) – A government-provided open data platform containing verified datasets for public use and research.
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Data Europe – A European open data repository that offers structured datasets for research and analysis.
Misinformation Detection & Verification
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Politifact – A fact-checking website that verifies claims and helps identify misinformation and fake news.
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Israeli Internet Association Fake News Guide – Guidelines for identifying misinformation and developing tools to detect and counter fake news.
AI & API Workshop - 4.5
Prerequisites:
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Create a python environment and install the requirements, instructions at ״Workshop Git​hub״
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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.
NLP Workshop - 7.5
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.
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*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 Model Development & Interaction
A framework for building applications that integrates and interacts with language models, allowing for complex AI workflows and automation.
A tool for structured interactions with language models, simplifying integration and improving response accuracy.
OpenAI API – An interface for accessing pre-trained language models like GPT-4 for text processing, summarization, and content generation.
Machine Learning & AI Frameworks
A framework for building applications that integrates and interacts with language models, allowing for complex AI workflows and automation.
A platform providing pre-trained language and vision models, as well as datasets for AI research and development.
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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!
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.
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A European open data repository that offers structured datasets for research and analysis.
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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.
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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.
Bright Data is a platform for collecting and analyzing public web data at scale.
A paid platform - we can provide coverage if needed
Israeli open data platform, providing public access to datasets from government ministries, authorities, and public bodies.​
Misinformation Detection & Verification
A fact-checking website that verifies claims and helps identify misinformation and fake news.
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