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Source channel @githubtrending · Post #15265 · Nov 3

#python#ai#llm#rag#reasoning#retrieval PageIndex is an advanced AI tool that helps you find the most relevant information in long professional documents by thinking and reasoning like a human expert, rather than just matching keywords. It organizes documents into a clear tree structure, similar to a table of contents, and searches through this structure to give precise, trustworthy answers with exact page references. This method avoids the common problems of traditional vector-based search, making it ideal for complex reports, legal texts, or financial filings. You can use it easily via cloud services or run it locally, improving your ability to analyze and understand large documents quickly and accurately. https://github.com/VectifyAI/PageIndex

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Journey to Fluency

@fluencyinenglish · Post #6907 · 02/26/2019, 03:19 PM

#speaking #recent#tests @ieltsstrategies Writing General Task 1 (Letter) You have recently moved to a new apartment. Write a letter to your friend and explain: – Why you moveED – Describe the new apartment. – Invite him/her to visit you. Writing Task 2 (Essay) Some people think that giving homework to students is not a good idea. Others believe that homework is good and helps students achieve better grades. Discuss both views and give your own opinion. THIS IS AN EXAMPLE OF AN OPINION ESSAY. Speaking test Interview – What is your full name? – Can I see your ID? – Where are you from? – Do you work or study? – Do you read newspapers? – Does your family read newspapers? – Do you read any news online? – What section of the newspaper do you read first? Why? Cue Card Talk about a toy you had in your childhood. Please say – What the toy WAS – Who gave it to you – How old were you then – AND EXPLAIN Why you remember this toy Follow up question: Do you still have this toy? @ieltsstrategies Discussion – Who else played with your toy? – Did you like it? Why? – What kind of toys do girls like? – What is the difference between toys for girls and boys? THIS QUESTION AIMS TO ENCOURAGE YOU TO COMPARE AND CONTRAST – Is there a toy that was common in your childhood? – Should children be allowed to choose their toys? – What should you think of while buying toys? – Do children learn something from toys? @ieltsstrategies