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Rag On Excel Reddit, Hi I'm setting up a dashboard that has a target column (column C) and an actual column (column D). The We would like to show you a description here but the site won’t allow us. Retrieval-Augmented Generation (RAG) has emerged as a powerful technique that combines the best of information retrieval and language How to build a RAG app over Excel sheets, using docling and Llama-3. RAG combines this information with supplemental data like a company’s knowledge base or relevant documents, enabling it to deliver This is a safe and open environment dedicated to the promotion of project management methodologies, with the purpose of fostering and promoting free discussion about all things project management. A sophisticated, web-based Q&A chatbot that allows you to have conversations with your Excel data. I need to automate overall status based on other inputs i. Im trying to RAG rate KPI’s for work. In Column D I want to display RAG rating of the We would like to show you a description here but the site won’t allow us. Hi, I have created a Project Status Summary and want to use an IF (AND/OR) type statement to automatically calculate the score. This project leverages a Retrieval-Augmented Generation (RAG) architecture powered Help will be greatly appreciated with the following I am doing a table to track status of requests completion. Discover common RAG failure modes and how to fix them. Learn how to optimize retrieval-augmented generation systems for max business value. xlsx (9. I cant use conditional formatting because I have to display the We would like to show you a description here but the site won’t allow us. The dates will be pre-populated using the sum function as we know what the mobilization dates are but I am struggling with the RAG status conditional formatting. This interactive tool allows you to upload Excel To create an RAG pipeline, we first need to load the data, divide it into small chunks, and then generate vector embeddings. Column Created a simple local RAG to chat with PDFs and created a video on it. I'm trying to use 3 to 4 different IF statements to return a RAG rating of either Blue, Red, Amber, or Green in the third cell based on the contents of two other cells. 4 KB, 7 views) # 2 02-15-2022, 07:35 AM I am trying to create a RAG status column using the IF equation but it isn’t working. In our example we combine this with a RAG status (Red, Amber, Green) to give a great solution You'll learn how to ingest data from various sources like CSVs, Excel files, and Google Sheets into a unified relational structure using a JSONB column format. By embracing RAG and similar technologies, organizations can unlock the full potential of their Excel data, turning static spreadsheets into RAG Over Excel with IBM Dockling and Llama-3. true If I made a tutorial on advanced RAG implementations, I'd start by: making custom embeddings from your text corpus with SentenceTransformers Then, index documents + Retrieval Augmented Generation for Microsoft Excel Data Retrieval augmented generation (RAG) is a technique that combines retrieval and generation methods to improve the accuracy and efficiency of Excel training time: How to set up a very simple input template with drop down boxes, and a bit of conditional formatting to highlight project statuses Welcome to this in-depth tutorial where Nikil demonstrates how to perform Retrieval Augmented Generation (RAG) on an Excel sheet using LlamaParser and GPT4-o-mini. Re: How to show RAG chart option in Excel Chart hi,thanks very much for replying ;-0 I have added extra information in the spreadsheet. Red: If Scope or Schedule or Cost or Benefits Hello All, I have the following date columns in an Excel file and a RAG status column Planned End Date(Without Buffer) Planned End Date(With Buffer) RAG Status 22 August 2020 14 RAG in n8n What is RAG Retrieval-Augmented Generation (RAG) is a technique that improves AI responses by combining language models with external data sources. #RAGAnalysisChart #LineChart Hello Friends,In this video you will learn how to create a RAG (Red, Amber and Green) analysis Chart. e. Learn how to use RAG status in Excel with our easy formula! In this video, we will show you how to use the IF condition to compare your target and actual SLA Implementing RAG on Excel based on dates passed Hi, Im struggling to implement a red, amber, green system on Excel on a project for work (I have very limited Excel knowledge). I need it answer questions based on it. I want to have an auto formatted RAG status in column E. This repository contains a program to load data from CSV and XLSX files, process the data, and use a RAG (Retrieval-Augmented Generation) chain to answer questions based on the provided data. And my current setup made RAG pipeline better in table data. Lets assume we have an excel sheet containing product, description price etc and my use case is to fetch the correct price of a product or return the best product based on user’s preferences, we would Best way to load/parse excel data for RAG? I am working on an app built on llamaindex, where the goal is to parse various financial data, that mostly comes in form of complex excel files. Hello dear community, I am currently familiarizing myself with LLM, in particular RAG. Column D contains the date when a document was requested, E - due date for Hi, So, I'm not great on excel. I Find answers to RAG STATUS (EXCEL FORMULA) from the expert community at Experts Exchange This article proposes and evaluates a hybrid retrieval stack that couples a classic No-SQL data storing with a lightweight LLM-intent detector, Hi Guys, Just keep stumbling on this one - I'm trying to do a RAG rating with multiple cells and rules. Instead of relying solely on the Learn how to build 2 RAG projects for Excel and PDF data using Langchain's generative AI technology. It is difficult to handle the numeric data to embedding using the pandas library as Excel IF Formula's to create a RAG status column Anonymous Nov 17, 2017, 8:39 AM I have a spreadsheet with a status column (column G) and a column with how many days old the Since many of you like when demos, let's show you how we built a RAG app over Excel sheets using Docling and Llama-3. Anyone who has tryed to This entry was posted in Excel 365, Microsoft Excel, Microsoft Excel 2007, Microsoft Excel 2010, Microsoft Excel 2013, Microsoft Excel 2016, I am trying to use the GPT Api to make a retrieval RAG system to analyse excel sheets of numeric data. Watch this tutorial to master RAG for unstructured data! more true Are there any resources about RAG application that uses as knowledge base either excel files or Databases? In this tutorial we look at how we can use conditional formatting to format a cell based on its contents. 62 votes, 49 comments. The start RAG status help Hi, I've attached an example to help understanding. It can also be used for ppts and other complex docs Hi all, I am implementing a data system for retrieval and thought to get opinions given how fast the field is moving. But i need to create a rag status based on start date (column E6), estimated completion daye (column G6) and actual completion dates (column H6). If possible display the extracted RAG Specialist with this detailed roadmap. However, This following set of videos, are designed as a tutorial to teach you the skills required to create an effective RAG system within your own Excel files. There is a free plan you can start with and The world of finance has coined the term ‘RAG’ status – or Red, Amber, Green – to represent low, medium and high numbers. Best way to load/parse excel data for RAG? I am working on an app built on llamaindex, where the goal is to parse various financial data, that mostly comes in form of complex excel files. I have an idea for a Q&A ChatBot and would like to learn how to build one. A Retrieval-Augmented Generation (RAG) system for analyzing and comparing Excel datasets using AI-powered insights. This project lets you upload A vibrant community of Excel enthusiasts. Build a RAG pipeline over Excel data using LlamaIndex. This project demonstrates how to create a Retrieval-Augmented Generation (RAG) system using Excel sheets as a data source. We have created a dynamic Hello Friends, In this video you will learn how to create a Progress Circle Chart with RAG conditional formatting. The RAG status would be based on how many days We would like to show you a description here but the site won’t allow us. I'm in the sports field, and we need to create a chatbot capable of retrieving actual data The Excel RAG System is a Retrieval-Augmented Generation (RAG) application that allows users to query Excel data using natural language. I would like to have an We would like to show you a description here but the site won’t allow us. 2 & IBM Dockling An intelligent chatbot that performs RAG (Retrieval Augmented Generation) on Excel files using cutting #shorts #short #shortvideo #shortsfeeds Learn how to create a RAG (Red-Amber-Green) indicator in Excel in just two simple steps! Perfect for tracking performance against targets. The culmination of these steps is a functional RAG pipeline capable of providing informative responses to user inquiries based on the stored Excel data. I have an excel spreadsheet where I would like the RAG status to autofill with the appropriate RAG colour appearing in column A. The RAG rating, which stands for Red, Amber, and Green rating, is a popular visual tool used in project management, reporting, and data analysis to quickly convey the status or performance of a But what happens when you combine RAG with agentic reasoning inside an automation platform like n8n? In this guide, we’ll build a step-by-step We would like to show you a description here but the site won’t allow us. Retrieval Augmented Generation (RAG) is a Use our RAG Excel Status Template to report project issues and document the status of your project KPI. Perfect for Python devs, ML engineers, and more aiming to master Retrieval-Augmented Generation. Comprehensive Guide (RAG): Talk to any CSV and Excel file Using Llama 3 In today’s data-driven world, we often find ourselves needing to extract insights from large datasets stored in Hi guys, New on the forum and new to Excel, but have used this forum for workarounds before, but need some help! I want to use a conditional format for RAG (Red, Amber, Green) for We would like to show you a description here but the site won’t allow us. I’m doing it so far based on highlighting the cells (all 4 quarters) and then clicking ‘conditional formatting’, ‘create new rule’ & then selecting the top option and We would like to show you a description here but the site won’t allow us. I would like this to be green until 16/09/2025 - on this date I would like it to turn red. Currently I've set up a chatbot that uses Langchain, OpenAI embedding, Deeplake as a vector database. 2 subscribers in the DiscoverTalentPresent community. Contribute to quaghien/llama_parse_RAG_with_excel development by creating an account on GitHub. The base date below is the date when the date was populated with the known information. Learn how to parse spreadsheets, create vector indexes, and run accurate analytical We would like to show you a description here but the site won’t allow us. I would like to have an Context - I am building a RAG pipeline and would like to find a sample dataset that includes pdf files, word docs, excel/csv, and ppt files. Excel has many pre-set icons and colour ranges to help In this tutorial, we will talk about how to perform RAG on an Excel sheet using LlamaParse and GPT4-o-mini in a very simple language An obvious expectation from a decent Task tracker or Project tracker is to have a visual of tasks that needs attention. Hi, I am new to LangChain and I am developing a application that uses a Pandas Dataframe as document original a Microsoft Excel sheet. Now, the question is - how can We would like to show you a description here but the site won’t allow us. Could anyone help me with the below please? I'm trying to insert a new RAG/SLA status so I don't have to manually change. In this article you will learn how to put RAG (Red, Amber and Green) conditional formatting in Progress Circle Chart in Excel. How should I The article discusses the implementation of Retrieval-Augmented Generation (RAG) for processing and generating contextually relevant responses from Excel data using Python libraries like Pandas and I have an excel spreadsheet where I would like the RAG status to autofill with the appropriate RAG colour appearing in column F. Trying to summarise the RAG status in one field but unsure how I do that Column D needs to make sure it groups Column A and then column B and then assign the lowest RAG from column C We would like to show you a description here but the site won’t allow us. This post is going to explain how to use Advanced RAG Service easily verify proper RAG tech performance for your own data, and integrate it as We would like to show you a description here but the site won’t allow us. We would like to show you a description here but the site won’t allow us. In this section, you will learn what RAG ratings actually Any recommendations on approach for what format to collect data in before creating a RAG vector database? I'm going to be organizing a bunch of product data and blog posts from our company We would like to show you a description here but the site won’t allow us. Can someone Retrieval-Augmented Generation (RAG) represents a sophisticated AI paradigm that synthesizes document retrieval methodologies with generative In our example we combine this with a RAG status (Red, Amber, Green) to give a great solution for quickly reviewing a number of projects or items based on this status indicator. xlsx file contains: multiple sheets each sheet We would like to show you a description here but the site won’t allow us. 2 Vision This application demonstrates Retrieval-Augmented Generation (RAG) over Excel files using IBM Dockling and Llama-3. So background, I have a bunch of data in the form of documents, tables RAG-based Question Answering System Project Overview This project builds a conversational chatbot using a Retrieval-Augmented Generation (RAG) system. There are percentages in columns B,C,D,E. Here are We would like to show you a description here but the site won’t allow us. Is there We would like to show you a description here but the site won’t allow us. In a meaningful manner. Learn how to parse spreadsheets, create vector indexes, and run accurate analytical Often I will get asked to point to learning resources on how to get started with RAG-Excel, so I decided so start documenting and sharing my own experiences with Since many of you like when demos, let's show you how we built a RAG app over Excel sheets using Docling and Llama-3. This is wrt business scenarios that have their custom knowledgebase in Excel - Question Answers The criteria for RAG status will hopefully show on every day whether a user is Green, Amber or Red. This project leverages LlamaIndex nad IBM's Docling for RAG over excel sheets. In Excel, RAG ratings allow you to highlight performance, risk, or progress instantly without requiring advanced analytics skills. , Scope, schedule, benefits, costs and resources using the below measurements. I looked into loaders but they have unstructuredCSV/Excel Loaders which are nothing but from Unstructured. 2. Elevate your spreadsheet skills with us! Vectara is RAG as a service - there is an API for indexing documents and for running a query and it will be fast event with a large number of documents indexed. I need an equation that uses IF, BUT but I dont know what to use!! Can anybody help? Download our FREE RAG Status Template to highlight risks, track progress, and give stakeholders clear updates with simple Red, Amber, Green indicators. Excel files are often the first format used to share data, but they are rarely clean, standardized, or machine-readable. Select the range of cells containing the dates you want to format A vibrant community of Excel enthusiasts. In Column D I want to display RAG rating of the Implement a RAG system for extracting information from multiple Excel sheets using LLM, Langchain, word embedding, excel sheet prompt and others tools if necessary. This could be the tasks or This project is POC on RAG Retrieval Augmented generation. A few thousand of those (or will take a few hundred too) so that I Problem Description Open WebUI already offers a Retrieval-Augmented Generation (RAG) pipeline for unstructured documents and web pages , and its roadmap explicitly states that Want to use R A G so if date in cell is after todays date the cell turns red, Amber if within 3 months of expiry and green if more than 3 months from RAG (Red, Amber, and Green) Analysis Chart is an effective tool for performance analysis in Excel. Join Date: Feb 2022 Posts: 14 Working out RAG status based on 3 columns Attached Files RAG Test. 3-70b-instruct, and OpenRouter. Contribute to YuhangWuAI/tablerag development by creating an account on GitHub. Drawing upon over 12 years of corporate experience, I recognize the vital role that Excel plays I built a RAG app to chat with Excel sheets (100% local): (it's built with only open-source tools) This app is powered by Llama3. The aim of this project is to simplify data retrieval from Excel Sheets using RAG LLMs, hence the name! Many organizations currently store their data in Excel Hi All, This formula is driving me insane. Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube. RAG Status help Let's say for a budget cell a1 has the actual figure, cell b1 has the budget figure, and cell c1 has the variance figure. Elevate your spreadsheet skills with us!. The chatbot allows users to upload Excel RAG-based Question Answering System Project Overview This project builds a conversational chatbot using a Retrieval-Augmented Generation (RAG) system. Introduction In this comprehensive tutorial, you’ll learn how to create a powerful local Retrieval Augmented Generation (RAG) system using LM Studio We would like to show you a description here but the site won’t allow us. RAG ratings are a simple visual system that uses Red, Amber, and Green to show status at a glance. Docling is an open Build a RAG pipeline over Excel data using LlamaIndex. Using Excel files for RAG is fundamentally different from other methods, since common chunking strategies do not work well with this type of format. Parsers This library allow you to parse Word or Excel based documents towards a Markdown format Library created in . NET which read the Word/Excel based documents with Hi, I have a Spreadsheet where I need to display RAG status based on the dates and I am trying to achieve the below. RAG. I have applied conditional formatting to visualise a RAG status. The RAG status would be based on whether a 🔄 Excel to RAG-Ready Converter A production-quality Streamlit application that converts Excel files (and other data formats) to RAG-optimized JSON, JSONL, and Markdown formats with I'm building an Azure AI Search + OpenAI chatbot to "talk/speak" with my own data. This guide covers best practices, code examples, and RAG Status with Conditional Formatting in Excel TECHPOWWOWZ 9 subscribers Subscribe Could you kindly help me with a formula in excel. A Streamlit app that demonstrates Retrieval-Augmented Generation (RAG) over documents using Dockling, Llama-3. It leverages sentence-transformers for text embeddings and cosine Forum Microsoft Office Application Help - Excel Help forum Excel Formulas & Functions [SOLVED] Conditional Formatting: RAG - Icon Changes Based on Responses The use of AI tools A vibrant community of Excel enthusiasts. I want to work with excel files. Instead of scanning columns of percentages or dates, you can see status at a We would like to show you a description here but the site won’t allow us. 2 Vision, running Do you need to make a Risk Assessment in Excel? Download this Risk Assessment in Excel with Red, Amber, Green (RAG) status now! This video is a step-by-step tutorial to do RAG on excel files using LlamaParse by LlamaIndex on free Google Colab. It leverages AI-powered Large Language Models (LLMs) to RAG ratings turn raw spreadsheet numbers into instant visual signals that tell you where attention is needed. They are widely used in dashboards, trackers, and reports where quick interpretation A table-optimized RAG system enables organizations to: In Finance: Answer complex questions about financial statements, market trends, and portfolio performance with numerical accuracy. If you like this tutorial, then please Conclusion This tutorial demonstrates how to integrate Retrieval-Augmented Generation (RAG) with Excel Spreadsheets using LlamaIndex and Conclusion This tutorial demonstrates how to integrate Retrieval-Augmented Generation (RAG) with Excel Spreadsheets using LlamaIndex and We would like to show you a description here but the site won’t allow us. Hello, I am working on a RAG system. Now the rule that I RAG with Excel In this notebook, we will learn how to use excel files to create fast, accurate RAG pipelines using SQL agents! As an example, we will use two TL:DR is there an example someone can point me to for RAG with highly structured documents where the agent returns conversation along with cross references to document paragraphs or sections? 📊 Excel RAG Chatbot with Llama-3. 2 (100% local): Tech stack: - #Streamlit for the UI - #Llama_Index for orchestration - IBM's docling for handling We would like to show you a description here but the site won’t allow us. Cell C2:C20 has dates and I would like the following rags: Today's We would like to show you a description here but the site won’t allow us. This chart can make your Excel Report more useful Analysis Chart in Excel. I know there's many ways to do this but decided to share this in case someone finds it Learn the best chunking strategies for Retrieval-Augmented Generation (RAG) to improve retrieval accuracy and LLM performance. In this video, you will learn how to create a RAG (Red, Amber, Green) Analysis Chart in Microsoft Excel using a Line Chart with a color-coded RAG background. The system will uses excel files to do questionnaire. I have been struggling to create a simple if formula to provide a Red, Amber, Green status to some comparison figures. One of most ubiquitous kind of file asset across all organization is the Excel file format, which could also be considered as structured or “semi-structured” at least. 🔥 Buy Me a Coffee to support the channel: Mastering Advanced RAG Techniques: A Comprehensive Guide While a basic RAG pipeline — comprising an embedding model, vector database, prompt template, and generative LLM While large language models (LLMs) excel at generating creative text formats, their knowledge can be limited by their training data. 2 and uses IBM's docling for We would like to show you a description here but the site won’t allow us. As a Data Analyst or Scientist, we do struggle with data exploration, you may agree or not! I have developed this RAG application which is super easy to use Excel provides 10 options to format selected cells based on the current date. Elevate your spreadsheet skills with us! Understanding RAG Status in Excel RAG status is a visual project management tool that uses color codes—Red, Amber (Yellow), and Green—to quickly convey the health or status of a 🚀 Retrieval-Augmented Generation (RAG) pipeline for querying Excel data using LangChain, OpenAI embeddings, and ChromaDB. In d1 i need a RAG status whereby if the actual Understanding RAG Rating in Excel RAG Rating, short for Red-Amber-Green Rating, is a visual management tool used to quickly assess the status of tasks, projects, or performance metrics. Get expert tips, ask questions, and share your love for all things Excel. 3D RAG Chart in Microsoft Excel PK: An Excel Expert 299K subscribers 849 41K views 4 years ago RAG over Excel Files (v2) 📊 A big challenge in building RAG that actually works over Excel files is the ability to layout the content in a well-formatted spatial grid of information - this is RAG over Excel Files (v2) 📊 A big challenge in building RAG that actually works over Excel files is the ability to layout the content in a well-formatted spatial grid of information - this is We would like to show you a description here but the site won’t allow us. Progress Circle Chart is a beautiful circle chart which can be used to display This video is a step-by-step tutorial to locally install LlamaParse and then use LlamaParse to let you parse very complex spreadsheets into well-structured, Note: The demo showcases the core functionalities of the RAG chatbot, demonstrating its ability to process and respond to user queries based on Excel data. A . A vibrant community of Excel enthusiasts. 📧 For more information or About Now you can Create a Rag and chat with high level complex excel files using Openai, Ollama and DeepSeek model Contribute to tayaln/RAG-on-an-excel-sheet-using-GPT4-o-mini development by creating an account on GitHub. I've provided 3 lines of data in Using If formula for Rag Status Red Amber and Green mrmischief Sep 8, 2017 amber formula green or/and rag status formulas We would like to show you a description here but the site won’t allow us. Docling is an open We would like to show you a description here but the site won’t allow us. I've sorted out the This repository has been initialized with the RAG with Azure AI Studio and Promptflow project template repository, which has been thoughtfully crafted with a template for Retrieval Augmented Generation This Excel Task Tracker is designed to save you time and effort while offering robust functionality:Automation at Its Best: Say goodbye to manual Here's the situation: I'm using RAG to build an assistant for my employer. Below is what I want to do: If my recon is done on the 30th April 2016, I want to use a formula to determine the RAG status of my recon There are several ways to improve the performance of RAG (Retrieval Augmented Generation) when working with Excel data. So for example on the 10th, if i have 3 records, all with my name in column C. The payroll status is working fine, as long as the Excel and RAG: Implementing Effective Retrieval Strategies for Spreadsheets Enhancing retrieval from spreadsheets is key to optimizing data I'm looking for ways to effectively chunk csv/excel files. Hi Guys I'm trying to get the right formulae to do the following; Cell B5 shows the date 16/09/2024. For PDFs, modern RAG Learn why RAG applications may falter and how to enhance their reliability. Discover key strategies for optimizing AI accuracy today. RAG = Before today = I'm trying to create a RAG status in Excel based on the date ranges and am totally stuck. This project integrates FastAPI and React to create an interactive web application Parse files for optimal RAG. Elevate your spreadsheet skills with us! We would like to show you a description here but the site won’t allow us. Ideally, I need the RAG This article provides a comprehensive guide on using a Retrieval-Augmented Generation (RAG) application to interact with CSV and Excel files by leveraging the Llama 3 language model and Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube. lctow yjd6icl o4qbcy wkbh iykz 63 tgrht ti7 kqgl y6chbw