LangChain is an open-source framework designed to help developers build applications that leverage language models (LLMs) like GPTs and other AI-based models. It provides tools and abstractions to simplify the process of building applications that involve language generation, retrieval, summarization, question answering, and other tasks where the core is natural language processing (NLP).
Read MoreAfter using the SOG PowerPint for over a year and the Leatherman Skeletool CX for a month, here are my thoughts and ultimately decision which tool I choose for my every day carry (EDC).
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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.
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AI image generators have become extremely popular since Midjourney burst onto the scene. Since then, many other AI generators have emerged, but Midjourney remains somewhat inaccessible, and others come with strict limitations. However, I heard that Grok offers image generation with generous limits, so I decided to give it a try.
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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) . It is another fundamental LLM customization technique that is relatively simple, low-cost, and still requires no model modifications.
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