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Javith Abbas
Apr 27, 20243 min read
Vector Stores
A vector database, or vector store, is a specialized type of database engineered to manage high-dimensional vectors. These vectors are...
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Javith Abbas
Apr 27, 20244 min read
Chunking
Chunking is a fundamental technique in generative AI, particularly in Retrieval Augmented Generation (RAG). It involves breaking down...
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Javith Abbas
Apr 1, 20244 min read
Prompts
Prompts are essentially instructions or inputs given to a generative AI model, designed to initiate or guide the model's output towards a...
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Javith Abbas
Apr 1, 20244 min read
Embeddings
Embeddings are a clever technique used to convert diverse types of data, such as text, images, songs, or even user behaviour, into points...
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Javith Abbas
Apr 1, 20244 min read
Tokenization
Tokenization is the process of breaking down text into smaller pieces, called tokens. These tokens can be words, characters, or sub...
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Javith Abbas
Mar 31, 20244 min read
AI hallucinations
AI hallucination is a phenomenon where a large language model (LLM) such as a generative AI chatbot or a computer vision tool generates...
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Javith Abbas
Mar 31, 20244 min read
Generative AI
Generative AI refers to a subset of artificial intelligence technologies that can generate new content, whether that be text, images,...
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Javith Abbas
Mar 30, 20244 min read
Large Language Models
Large Language Models, or LLMs, are advanced AI systems designed to understand, generate, and work with human language. Think of them as...
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Javith Abbas
Feb 26, 20244 min read
Responsible AI
In recent years, the field of artificial intelligence (AI) has seen unprecedented growth and innovation, particularly with the advent of...
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