Build a Graph RAG Application using Microsoft Azure for engineering documents and drawings

@schoudhary1553

Top 1% in Freelancer.com Hi, Greetings! ✅checked your project details: ✅Completed Time: In project deadline We have worked on 900 + Projects. I have 6 + years of the experience in same kind of projects. If you are looking for a true Freelancer, I am the Right person for you. I am available almost 24-7 and am very responsive. I feel proud that I am a trusted Freelancer who pleases almost every single client. You can rest assure, your work will be delivered well in advance of others, with passion and accuracy. I guarantee you instant communication & responses when you need me. Why choose me? I think every client is the reason for my success. I only take projects which I am sure I can do quickly. My Portfolio Items: https://www.freelancer.com/u/schoudhary1553 I would really like to work with you on this project. If interested, Kindly contact me via chat for further details and discussion. Thank you Sandeep

@AwaisChaudhry

Hello Rishabh, I appreciate the chance to work on your project focused on building a Graph RAG Application using Microsoft Azure for engineering documents and drawings. This project’s data ingestion from various file types and efficient processing through OCR alongside custom parsers aligns perfectly with my expertise. I understand the importance of accurately parsing and storing the data in Azure Cosmos DB and using Azure Cognitive Search for vector capabilities, which is crucial for a seamless user experience. My approach will involve setting up Azure Logic Apps for data ingestion, leveraging Azure Cognitive Services for OCR to extract essential information, and implementing the backend using Azure Functions to ensure scalability. Moreover, I aim to create a user-friendly interface with Streamlit, enabling effective interaction with the data. What specific functionalities do you envision for the application interface in relation to the data processing and storage aspects? Thanks, Muhammad Awais

@ZohaibRoy

⭐⭐⭐⭐⭐ Build a Graph RAG App for Engg. Documents on Microsoft Azure ❇️ Hi My Friend, I hope you're doing well. I've reviewed your project requirements and noticed you're looking to build a Graph RAG Application using Microsoft Azure for engineering documents and drawings. Look no further; Zohaib is here to assist you! My team has successfully completed 50+ similar projects related to Azure-based data processing and application development. Let me explain how I'll manage this project using the latest Azure technologies and the additional benefits provided within your budget. ➡️ Why Me? I can easily handle building a Graph RAG Application as I have 5 years of experience in Azure solutions, data ingestion, and process automation. My expertise spans Azure Logic Apps, Azure Blob Storage, and Azure Cosmos DB, ensuring a seamless approach to your project requirements. Additionally, I have hands-on experience with Streamlit and Azure Functions to deliver dynamic solutions. ➡️ Let's have a quick chat to discuss your project in detail and let me show you the effectiveness of my previous work. Looking forward to discussing this with you in chat. ➡️ Skills & Experience: ✅ Azure Logic Apps ✅ Azure Blob Storage ✅ Azure OCR ✅ Custom CAD Parsers ✅ AutoCAD API ✅ Azure Cosmos DB ✅ Gremlin API ✅ Azure Cognitive Search ✅ Vector Search ✅ Streamlit Development ✅ Azure Functions ✅ App Service Integration Waiting for your response! Best Regards, Zohaib

@sajjadtaghvaeifr

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr

@datascientist90

As a seasoned Data Scientist with a focus on Machine Learning over the past 3 years, I've worked extensively on projects that required efficient data processing, just like what you are seeking. My background in Classification, Regression, AI, and Deep Learning will be indispensable in designing and implementing an effective data processing strategy for your engineering documents and drawings using Azure Logic Apps and Azure Blob Storage. Additionally, I have a firm grasp of Python, which happens to be a critical tool in your project. Beyond the initial data processing phase, my expertise in Python will also come to play when parsing and extracting information from various file formats. I am well acquainted with tools like Azure OCR and AutoCAD API you've mentioned, which is crucial in enabling seamless communication between your diverse file types and the graph database. In terms of storage solutions as described in your brief, I possess hands-on experience with databases such as Azure Cosmos DB and Azure Cognitive Search - both aimed at accommodating different types of data. Having worked extensively with these databases means that I can help you set-up and effectively utilize them to store the processed data from the very beginning.

@AITSoft

Hello Rishabh, I understand that you need to develop a Graph RAG Application using Microsoft Azure for managing engineering documents and drawings. The project involves data ingestion of various file types like .dwg, PDFs, Excel, and text files using Azure Logic Apps and storage in Azure Blob Storage. For data processing, tools like Azure OCR, custom CAD parsers, and format-specific extractors will be utilized. Processed data will be stored in Azure Cosmos DB for graph-based queries and Azure Cognitive Search for vector search capabilities. The RAG framework will combine vector embeddings and graph queries for semantic search and relationship identification. The application interface will be developed using Streamlit for the frontend and Azure Functions or App Service for backend API handling. The required skills include Python, Machine Learning, Data Processing, Microsoft Azure, and Large Language Model expertise. What specific entities or relationships do you envision extracting and analyzing from the engineering documents and drawings to enhance the search functionality within the application? Thanks, Shamshad

@AmazingEngr76386

With my blend of skills in data processing, machine learning, and proficiency in Python, I am uniquely positioned to help realize your vision of building a Graph RAG Application on Microsoft Azure for engineering documents and drawings. My hands-on experience with the Azure ecosystem —including Logic Apps, Blob Storage, Cosmos DB and Cognitive Services—will prove beneficial in efficiently ingesting, processing and storing the wide array of input file types you specified. Moreover, drawing on my knowledge of Custom CAD Parsers including AutoCAD API, I'll be able to seamlessly extract pertinent information from those drawings – a feature fundamental to your project. Additionally, my grasp on file format-specific extractors will ensure that every import file is duly parsed for comprehensive analysis.

@kazemmojtama

Hello, good time Hope you are doing well I'm expert in MATLAB/Simulink, Python, HTML5, CSS3, Java, JavaScript and C/C#/C++ programming and by strong mathematical and statistical background, have good flexibility for solve your project. I have many experience practical and theoretical in implementation different algorithms (such as: state estimation and Kalman filter, design controller, analysis closed loop stability, signal and systems, signal processing, heuristic optimization, fuzzy logic, neural network and machine/deep learning fields). Evidence of this claim exist in the portfolio. I have read your project description and I can help you (without any plagiarism). Please send me the details of your project. Thanks for attention 100% Jobs Completed, 100% On Budget, 100% On Time ⭐⭐⭐⭐⭐ 5-star reviews

@devendrathakur12

Hi there, Turning scattered files into a unified, queryable goldmine? Count me in! From DWGs to PDFs, and everything in between, I’ve worked on creating seamless pipelines that make data not just accessible but actionable. For example, I recently built a system using Azure Logic Apps and Blob Storage to process complex engineering drawings and paired it with Cosmos DB for dynamic querying. Lessons learned? Tailored parsers and optimized storage strategies make all the difference. Here’s how I’d approach your project: - Custom Parsing: AutoCAD APIs and Azure OCR for precise extraction without losing context. - Graph + Vector Search Harmony: Merging Azure Cognitive Search embeddings with Cosmos DB’s Gremlin API for semantic and relational insights. - Streamlined Frontend: Streamlit for a responsive, user-friendly interface. Some thoughts: 1. Are there specific challenges with your current data formats or workflows that you want solved first? 2. Should the RAG Framework prioritize relationship mapping or semantic search? Let’s transform your data into a powerhouse of insights. Best, Dev S.

@LionsDenGaming

Hi, I understand the complexity of your project involving data processing and cloud integration. My experience in Python and large-scale data extraction projects makes me a strong candidate for this role. I have successfully utilized Azure services, including Cognitive Services and Logic Apps, to optimize data ingestion. Could you specify any particular challenges you anticipate with the data parsing or storage? Additionally, how do you envision the integration of the RAG Framework with your existing architecture? My background in machine learning and graph databases will help address these challenges effectively. Let’s discuss further via chat to explore your requirements in detail. Looking forward to your response!

@elhadfi

Hey there, I am a developer experienced in building end-to-end systems integrating data ingestion, processing, and interactive application interfaces. I can design and develop your solution using Azure's ecosystem and the proposed tools: Data Ingestion: Setting up Azure Logic Apps and Blob Storage for efficient handling of diverse file types, with custom parsers for file-specific processing. Data Processing: Implementing Azure OCR, AutoCAD API-based CAD parsers, and extractors tailored to your file formats for robust information extraction. Data Storage: Configuring Azure Cosmos DB for graph-based queries and Azure Cognitive Search for vector embeddings and semantic search. RAG Framework: Combining vector embeddings with graph-based relationships for advanced retrieval and reasoning capabilities. Application Interface: Developing a Streamlit-based frontend with a backend powered by Azure Functions or App Service for seamless user interaction. With my expertise in Azure services and custom integrations, I’m confident I can deliver a scalable, high-performance solution. Let’s discuss your project in more detail. Regards,

@MQamar123

With an impressive portfolio of over 7 years in software development and cloud computing, I am confident that I am the right candidate to build your graph RAG application using Microsoft Azure for your engineering documents and drawings. My proficiency with Azure Logic Apps, Blob Storage, Azure OCR, AutoCAD API and more directly aligns with the tools needed for this project. What sets me apart is my versatility, which extends to artificial intelligence projects - a key aspect of this application. I have a solid command over Python programming language, enabling me to leverage the features of various Azure services like Cosmos DB configured for Gremlin API and Azure Cognitive Search for vector search. Drawing from my expertise in data processing and storage, I can ensure proficient parsing and extraction from your diverse input file types into a robust graph database. I'm also skilled in creating interfaces, which will be evident in the seamless frontend I'll build using Streamlit or a similar framework along with backend work on Azure Functions or App Service for efficient handling of API requests. Choose me not just for my technical skills but also because I prioritize your satisfaction. Let's work together to deliver a graph RAG application that exceeds your expectations!

@rexzetsolutions

I have successfully delivered similar projects in the past, showcasing my expertise in managing complex engineering document processing tasks efficiently. 1. Technical Approach: - Implement Azure Logic Apps for data ingestion, utilizing Azure Blob Storage for file storage. - Employ Azure OCR and custom parsers to extract data from various document formats. - Utilize Azure Cosmos DB with Gremlin API for graph-based queries and Azure Cognitive Search for vector search capabilities. - Develop the RAG framework by integrating vector embeddings with graph queries. - Create a user-friendly interface using Streamlit for frontend and Azure Functions or App Service for backend API handling. 2. Technologies and Tools: - Azure Logic Apps, Azure Blob Storage, Azure OCR, Azure Cosmos DB, Azure Cognitive Search. - Custom CAD parsers (e.g., AutoCAD API) and file format-specific extractors. - Streamlit for the frontend interface development. 3. Testing and Integration Plan: - Perform unit testing for each module during development. - Conduct integration testing to ensure seamless communication between the components. - Integrate continuous integration/continuous deployment (CI/CD) pipelines for automated testing and deployment. - Develop comprehensive documentation for easy maintenance and future enhancements. 4. Performance and Scalability Optimizations: - Implement caching mechanisms to enhance data retrieval speed. - Utilize Azure's auto-scaling capabilities to accommodate increased workloads. - Optimize queries and indexing on Azure Cosmos DB for improved performance. - Implement load balancing strategies to distribute traffic efficiently. This proposal outlines a comprehensive technical plan to develop a Graph RAG Application using Microsoft Azure for engineering documents and drawings. The proposed solution leverages cutting-edge technologies to meet the client's requirements effectively, ensuring a reliable and user-ready application.

@trm66614

Hi there,Good afternoon I am Talha. I can work with your project skills Python, Microsoft Azure, Large Language Model, Data Processing and Machine Learning (ML) I am excited to present my proposal, which centers around a personalized approach designed to elevate your project. We will start with an in-depth consultation to gain a deep understanding of your project's unique requirements, goals, and constraints. Our commitment to customization means that we will tailor our services to align perfectly with your project, and we will explain how this approach will meet your expectations. Please note that the initial bid is an estimate, and the final quote will be provided after a thorough discussion of the project requirements or upon reviewing any detailed documentation you can share. Could you please share any available detailed documentation? I'm also open to further discussions to explore specific aspects of the project. Thanks Regards. Talha Ramzan

@niawulandari2

Hello, I have checked your job description carefully and I am very confident with yours. As I am a Python expert with 5+ years experience, I have developed many python projects and automation apps. I understood your requirements and I prefer python for your project. I will use Azure Blob Storage SDK and PyPDF2 libraries for your project. I can guarantee 100% success rate of your project and I believe this is the first step of our long-term relationship. Choosing me ensures quality solutions delivered within a tight timeframe. Let's get started and produce a solution that exceeds your expectations! Best regards!

@apilt9

★★★★★ Hi Rishabh R., I have extensive experience with Microsoft Azure, Data Processing, Machine Learning (ML), Large Language Model and Python, and one of my notable projects is "NBA Player Performance Prediction." For this project, I implemented a Random Forest algorithm to deliver accurate predictions, leveraging data from the NBA API and web scraping for model training. Additionally, I analyzed player trends and performance cycles to provide actionable and reliable insights, demonstrating my ability to handle complex datasets and deliver meaningful results. freelancer.com/u/apilt9 Feel free to check my portfolio, and let’s connect to discuss your goals and how I can contribute to the success of your project! Best regards, Apil

@kursv526

Hello! I am interested in Build a Graph RAG Application using Microsoft Azure for engineering documents and drawings. With 7+ years experience in software development, I have 100+ successful projects built and 60+ happy clients. From my rich experience and deep knowledge in developing projects such as yours, I have fully understood what you want and what you are going to do. I am expertise in Data Processing, Python, Microsoft Azure, Large Language Model and Machine Learning (ML) and I am confident that I can deliver you the wonderful result and bring your project to life. I'd like to have a more beneficial chat for your project. Best Valentyn

@VasiliosMakris

Hello, I am very happy to work for you. First of all, I am sure I will complete this project within 3 days. 1. Data will be ingested using Azure Logic Apps and stored in Blob Storage. 2. Data processing will be done using Azure OCR and custom parsers. 3. Processed data will be stored in Azure Cosmos DB and Azure Cognitive Search. 4. RAG Framework will be implemented for enhanced search capabilities. 5. Application interface will be developed using Streamlit and Azure Functions. I will wait for your contact.

@Mrenat1

As a seasoned Full Stack Developer with a deep understanding of AI and keen familiarity with Microsoft Azure, I have a strong foundation to bring your Graph RAG Application to life. My expertise includes proficiency in backend frameworks like NodeJs and C#, as well as hands-on experience with cloud services like Azure Logic Apps and Blob Storage, perfectly aligning with this project’s requirements. For data processing, I have used Azure OCR for document extraction and have worked alongside AutoCAD API specifically for drawing parsing, giving me an edge in handling your diverse data formats. In addition to my technical skills, my broad knowledge of frontend technologies such as React and Vue will ensure that the application interface, built in Streamlit or any other framework you prefer, will be highly user-friendly and engaging. With a managerial approach experienced in leading teams through the software development lifecycle, I will closely collaborate with your team to fulfill your vision while maintaining the highest quality. By leveraging my comprehensive skillset in AI chatbots and web app development, encompassing functional areas from backend architecture design to frontend interactions, I look forward to delivering on target with the utmost client satisfaction. Let's discuss how we can transform this project into a success story together!