A Condensed History of The Holy Land

The Holy Land, centered around Jerusalem, is the region in the Middle East which is considered sacred by Judaism, Christianity, and Islam due to its significance in their respective religious histories and scriptures. It has changed hands between different ethnic groups and empires. It has seen never-ending strife. When peace comes to this land is probably when peace comes to this world.

Read More

Customizing LLMs: Retrieval Augmented Generation

Retrieval Augmented Generation or RAG is a technique that enables generative artificial intelligence (Gen AI) models to retrieve and incorporate new information. It modifies interactions with a large language model (LLM) so that the model responds to user queries with reference to a specified set of documents, using this information to supplement information from its pre-existing training data. This allows LLMs to use domain-specific and/or updated information (Wikipedia) .

Read More

Customizing LLMs: Prompt Engineering

Prompt Engineering or Prompting is the process of structuring or crafting an instruction or prompt in order to produce the best possible output from a generative artificial intelligence (AI) model. A prompt is natural language text describing the task that an AI should perform. A prompt for a text-to-text language model can be a query, a command, or a longer statement including context, instructions, and conversation history. (Wikipedia).

Read More

LLM Customization

A large language model or LLM is a type of machine learning model designed for natural language processing or NLP. These models have an extremely high number of parameters (trillions as of this writing) and are trained on vast amounts of human-generated and human-consumed data. Due to their extensive training on this data, LLMs develop predictive capabilities in syntax, semantics, and knowledge within human language. This enables them to generate coherent and contextually relevant responses, giving the impression of intelligence.

Read More