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Tools & Resources

AI and LLM's tools:
(And thare are many many more...)

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1. Language Model Development & Interaction

  • LangChain – A framework for building applications that integrates and interacts with language models, allowing for complex AI workflows and automation.

    • 💰 Some features require API credits (OpenAI, Anthropic, etc.)

  • DSPy – 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.

    • 💰 Usage is billed per token; GPT-4 costs ~$0.03–$0.12 per 1,000 tokens
       

2. Machine Learning & AI Frameworks

  • Hugging Face – A platform providing pre-trained language and vision models, as well as datasets for AI research and development.

    • 💰 Some models require premium access or API credits

  • PyTorch – An open-source machine learning framework with extensive tutorials and support for training deep learning models.

  • Google Colab – A cloud-based environment for coding and running machine learning models without the need for local computational power.

    • 💰 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

  • Kaggle – A repository of datasets and machine learning challenges, offering collaboration tools and cloud-based computing resources.

  • Data Gov (USA) – A government-provided open data platform containing verified datasets for public use and research.

  • Data Europe – A European open data repository that offers structured datasets for research and analysis.

 

Misinformation Detection & Verification

  • Politifact – A fact-checking website that verifies claims and helps identify misinformation and fake news.

  • Israeli Internet Association Fake News Guide – Guidelines for identifying misinformation and developing tools to detect and counter fake news.

Language Model Development & Interaction

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A framework for building applications that integrates and interacts with language models, allowing for complex AI workflows and automation.

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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.

Machine Learning & AI Frameworks

Tool_PyTorch_Logo.png

A framework for building applications that integrates and interacts with language models, allowing for complex AI workflows and automation.

Tool_HuggingFace_Logo.png

A platform providing pre-trained language and vision models, as well as datasets for AI research and development.

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Tool_GoogleColab_Logo.jpg

A cloud-based environment for coding and running machine learning models without the need for local computational power.

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Microsoft Azure – Cloud platform offering AI tools and APIs for text, vision, and data analysis.

Free via Technion account!

Data & Research Resources

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A repository of datasets and machine learning challenges, offering collaboration tools and cloud-based computing resources.

DS_Data.gov_Logo.jpg

A government-provided open data platform containing verified datasets for public use and research.

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DS_EuropeData.Logo.png

A European open data repository that offers structured datasets for research and analysis.

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DS_IsraelDataGov_logo.png

Open government data platform providing public datasets for research and validation of claims.

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DB_gdelt_Logo.jpg

A global open-source database that monitors news media in over 100 languages, providing structured data on events, tone, locations, and people

Misinformation Detection & Verification

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A fact-checking website that verifies claims and helps identify misinformation and fake news.

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