Generative AI Workbook

This is a central location for all generative AI related work from courses, personal projects, small running examples etc.

Projects

• learning: Folders for learning concepts of different tools and frameworks such as LangChain, Autogen etc.
• personal_projects: location for small once of project to test out features
• tools: Location for outputs of ready-made AI tools and models.

Blog

• The Discussion section contains bitesize posts from my learnings about different concepts in the generative AI space.

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Functionalities of LLMs:

• Search
• Classification
• Topic Modelling
• Clustering
• Data, Text and Code generation
• Summarization
• Rewriting
• Extractions
• Proof reading
• Querying Data
• Executing code
• Sentiment Analysis
• Planning and Complex Reasoning
• Image classification and generation (If multimodal)