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This tutorial series provides hands-on approach to LLM applications using Ollama. Avoiding reliance on popular frameworks such as LangChain, LlamaIndex, or Chroma DB, this series offers a "from-scratch" methodology, enabling a nuanced understanding of each step involved in developing LLM-driven applications. Series Outline: 0. Introduction to Ollama, LLMs, and Vision LLMs 1. Retrieval-Augmented Generation (RAG): Using Embedding Models and Creating Vector Stores from Scratch 2. Agentic RAG: Leveraging LLM Tool Capabilities to Optimize RAG Pipelines

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These tutorials, guides, and best practices are related to the following topics: 1. Introduction to Drupal Migrations: An overview of why website owners might want to migrate their existing sites to Drupal, its benefits, and what to expect in the migration process. 2. Planning and Preparing for Migration: Videos focusing on the importance of planning the migration, understanding the source data, assessing content types, and preparing the target Drupal environment.

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About this book This eBook is the ninth volume of 25 Issues and Observations on Ind AS Application. The eBook contains two sections: 1. Compilation of 25 issues 2. Compilation of 25 Examples of Observations on Ind AS Application based on suo moto reviews of financial statements of listed companies. Each issue has been identified with issue id in issue repository. The solutions to some of the issues discussed herein are not the same as in the issue repository. The solution to the issues has been updated based on standards amended till 12 August 2024. The issues have been submitted by registrants on https://gaapadvisors.com. I have edited the issues submitted for grammatical errors and unclear or vague language to the extent possible. However, there is an inherent limitation in such compilation that the issues submitted may not provide complete facts of the case and may not have professional level of drafting. Also, because of incomplete facts, the solution to the issue may be based on assumptions. It may be noted that it is also not practical for the querist to have complete knowledge of all the information that need to be given for response in Ind AS framework. Had the querist been having that knowledge, the querist might not have submitted the issue. The advantage of such a compilation is that it contains issues faced while applying Ind AS. The views expressed are my personal views and the same are not binding on the reader. The reader is cautioned to seek the help of an expert before acting or refraining from any action based on the solution to issues given in this compilation. The second section of the book includes compilation of 25 examples of observation relating to Ind AS application observed on review of financial statements of listed companies on suo moto basis. No correspondence is made either with the company or the auditor of those companies while undertaking review. I have shared the review reports with few companies. However, I did not receive any response from any of them on the review observations. A review of financial statements will enable you – 1. to decide whether to issue modified audit report as an auditor; 2. to decide whether to hold on to your investment or to invest further or to exit at the earliest as an investor; 3. to seek answers to observations in the review report from the company as a lender, employee, supplier, customer or independent director; and 4. to enhance confidence of investors on corporate governance practices as a company. Please note that an example of non-compliance specified herein may not be the only possible view. Therefore, a reader is recommended to connect with the author or take the help of another expert before acting or refraining from action based on examples of non-compliance discussed herein. If you would like to get financial statements reviewed, please mail them in PDF to [email protected].

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