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Project Title: Custom Offline AI Educational Chatbot (Curriculum-Based RAG) Project Overview I am looking for a developer to create a customized AI chatbot designed for students. The primary goal is to provide a "tutor in a box" that contains a vast knowledge base of specific educational curricula (textbooks, PDFs, and related materials). Critical Requirement: The system must function entirely offline after the initial setup, allowing students in areas with no internet access to interact with the AI and receive accurate answers based on the uploaded curriculum. Key Features & Requirements * Offline Functionality: The chatbot must run on local hardware (e.g., a laptop, Raspberry Pi, or a high-end tablet) without needing an internet connection. * Custom Knowledge Base (RAG): I will provide a large volume of PDFs, textbooks, and curriculum documents. The developer must implement a Retrieval-Augmented Generation (RAG) system to ensure the AI answers strictly based on this material. * Local LLM Integration: Use efficient open-source models (like Llama 3, Mistral, or Gemma) that are optimized for local use (quantized versions). * User Interface: A simple, student-friendly interface (Web-based local UI or Desktop App) where students can type questions and get instant feedback. * Scalability: The ability to easily add or update the curriculum folders. Technical Preferences (Suggested) * Backend: Python (LangChain or LlamaIndex) * Model Management: Ollama, LocalAI, or GPT4All * Vector Database: ChromaDB or FAISS (must be local/persistent) * Frontend: Streamlit, Gradio, or a lightweight React app Ideal Candidate * Experience with Local Large Language Models (LLMs). * Proven track record building RAG pipelines. * Familiarity with hardware limitations for offline AI. * Experience in the EdTech space is a plus. Tips for your post: * Hardware: Decide what the students will use (e.g., "It must run on a laptop with 8GB RAM"). Mention this in the post so the developer knows how much to "shrink" the AI. * Privacy: Mention that offline AI is great for student privacy, as no data leaves the device. * Milestones: Break the project into two parts: * Milestone 1: Building the offline engine and testing it with one textbook. * Milestone 2: Optimizing the interface and loading the full curriculum. Would you like me to help you draft the specific "System Instructions" (the rules the AI should follow) for the students once you find a developer?
Identyfikator projektu: 40204288
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Aktywny 29 dni temu
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97 freelancerzy składają oferty o średniej wysokości $139 USD dla tej pracy

Hi, Yonatan. I’m genuinely excited about the chance to bring your design project to life! After reading your brief, I immediately saw the opportunity to create something visually stunning, on-brand, and personalized just for you. With proven skills in Graphic Design, I know exactly how to turn your ideas into polished, high-impact visuals. Want to see what we’re capable of? Check out my portfolio: https://www.freelancer.com/u/komalshaikh92 Let’s team up and create something amazing. I’d love to chat and hear more about your vision! Best regards, Komal
$99 USD w 4 dni
7,8
7,8

Hi there, I’m ready to work on your project “Offline Curriculum-Focused AI Chatbot.” I’m a professional graphic designer with experience in Graphic Design and I focus on creating visually compelling designs that align with your brand and goals. Clear communication, on-time delivery, and collaborative feedback, so your project runs smoothly from start to finish. Let’s connect to discuss your ideas in detail and bring your vision to life. You can view my portfolio and client reviews here: ✨ https://www.freelancer.com/u/KomalShaikh9200 Looking forward to collaborating with you! Thank you, Komal S
$60 USD w 3 dni
7,3
7,3

I have extensive experience in Java, Python, Graphic Design, JavaFX, and Machine Learning (ML), making me a perfect fit for the Offline Curriculum-Focused AI Chatbot project. I am confident in my ability to meet the technical requirements and build a customized AI chatbot tailored to your needs. The budget can be adjusted based on the project scope, and my priority is to deliver high-quality work within your budget. Please review my 15-year-old profile for past work examples. I am eager to discuss the project details and demonstrate my commitment. Let's get started!
$175 USD w 7 dni
7,6
7,6

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
$500 USD w 7 dni
7,2
7,2

As an experienced software developer with over eight years in the field, I bring an unmatched skill set to the table for your Offline Curriculum-Focused AI Chatbot project. My extensive background in Machine Learning and Natural Language Processing aligns with your requirement for a chatbot that offers tailored curriculum-based answers, making me highly skilled for this task. Moreover, my proficiency in Python and knowledge of backend processes will be instrumental in building an efficient AI database (LLamaIndex) for offline use. Lets connect
$140 USD w 2 dni
6,4
6,4

Hey there! Creating a custom AI educational chatbot sounds like an exciting challenge. With over 10 years of experience in AI development and programming, including Python and machine learning, we’re well-equipped to build a "tutor in a box" that can engage with students and provide them with a wealth of curriculum-specific knowledge. Our team thrives on blending innovative technology with user-friendly design, ensuring that the chatbot is not just functional but also visually appealing. We’ve worked on similar projects where we crafted intelligent, interactive systems that adapt to user needs, making learning a more personalized experience. We’d love to collaborate and bring your vision to life, ensuring the chatbot is both educational and fun for students. Let’s chat about how we can make this project a reality.
$140 USD w 7 dni
6,1
6,1

As an AI Developer and seasoned Software Engineer, I have the breadth of skills you need for this project. With your clear requirement for a curriculum-focused AI chatbot that functions entirely offline, my expertise in Python along with my familiarity with LangChain and LlamaIndex is a perfect fit. I’ve also successfully built RAG systems, similar to what you've proposed, meaning I can craft an AI that answers students’ questions exclusively from the materials you specify, ensuring the highest degree of accuracy. Moreover, I also understand the constraints posed by offline environments in AI operations and have experience utilizing open-source models like Llama 3 or Mistral to counter this challenge. My Master's degree in Software Engineering with a specialization in Big Data and AI position me strongly to handle your project’s technical complexities. Beyond skills, my passion for delivering not just functional but visually appealing user interfaces aligns with your vision for a “tutor-in-a-box.” That combined with my experience in building efficient, student-friendly web apps using Streamlit or Gradio means I can provide an interface where students can engage with the AI effortlessly. Overall, I’m ready to revolutionize how students learn even in internet-deprived areas.
$850 USD w 60 dni
6,1
6,1

I can build this “tutor in a box” as a fully offline RAG chatbot: local LLM + local embeddings + persistent vector DB + simple student UI. After initial setup/download, it runs with no internet and answers only from the curriculum. Proposed stack: Python + LlamaIndex (or LangChain), Ollama for local quantized models (Llama/Mistral/Gemma), FAISS/ChromaDB persisted on disk, and a local UI via Streamlit/Gradio (runs in a browser on the device). Includes curriculum folder watcher + re-index button for updates. Milestones: Offline engine + ingestion + RAG guardrails, tested on 1 textbook/PDF set (citations + “I don’t know” when not in sources). UI polish + full curriculum load + performance tuning (chunking, reranking optional) + packaging (one-click run, offline docs). I can also draft the student-facing “System Instructions” (rules, tone, refusal behavior, citation style) so the tutor stays safe and curriculum-locked. To scope accurately: target hardware (8GB laptop vs Pi), languages, and approx PDF size/page count. Best regards, Waqas Ahmed
$140 USD w 7 dni
5,6
5,6

With in-depth experience in AI chatbot development and a solid grasp of local large language models (LLMs), I am an ideal candidate to build your custom offline educational chatbot. In addition to my AI expertise, I have a strong background in mobile and web development using technologies like React Native, Flutter, Node.js, and Python - all of which will be crucial for this project. My work is always geared towards deliveringing scalable, high-performing applications that prioritize user experience. I bring more to the table than just technical skills; my passion in understanding the intersections between design, technology, and content can play a significant role in crafting an effective UI that is students-friendly. Moreover, my skills as a technical writer will ensure the "System instructions", or rules the AI should follow, are drafted clearly and in a student-friendly manner. Lastly, I fully comprehend the significance of hardware limitations for offline AIs as well as the privacy concerns tied with student data. Being adept at strategizing and developing projects that artfully navigate these complexities underscores why I am well-suited to this task. Consider this a commitment from me to build an efficient and user-intuitive curriculum-focused chatbot for you!
$30 USD w 1 dzień
5,3
5,3

Hey, I’ve reviewed your project and understand you’re looking for a custom offline AI chatbot that functions as a “tutor in a box,” delivering curriculum-based answers without requiring internet access. The focus will be on building a Retrieval-Augmented Generation system using your PDFs and textbooks, integrating a local LLM, and providing a simple, student-friendly interface. I can develop a fully offline solution using Python (LangChain or LlamaIndex), local LLMs (Llama 3, Mistral, or Gemma), and a persistent vector database (ChromaDB or FAISS). The system will allow easy curriculum updates, run efficiently on local hardware, and ensure privacy since no student data leaves the device. The interface can be a lightweight Streamlit, Gradio, or React app, with instant feedback for student queries. You’ll receive a tested offline AI engine, integrated RAG workflow, scalable curriculum support, and a clean, maintainable UI. Let’s connect so I can outline the architecture and demonstrate similar EdTech AI solutions. Best regards, Muhammad Adil Portfolio: https://www.freelancer.com/u/webmasters486
$200 USD w 5 dni
5,3
5,3

Hi, I have carefully reviewed your project requirements and I am excited to develop a fully offline, curriculum-based AI chatbot that functions as a “tutor in a box” for students. I will implement a robust Retrieval-Augmented Generation pipeline using Python with LangChain or LlamaIndex, integrate a quantized local LLM such as Llama 3 or Mistral, and manage the knowledge base through a persistent vector database like ChromaDB or FAISS. The system will run efficiently on local hardware, ensuring privacy and reliable performance without internet dependency, and I will design a clean, student-friendly interface using Streamlit or Gradio for instant interactive responses. I am committed to structuring the project in clear milestones, starting with the offline engine on a sample textbook and scaling to the full curriculum, ensuring scalability, accuracy, and ease of content updates. My experience with local LLMs and RAG pipelines positions me to deliver a secure, high-performance educational tool tailored to your specifications. Best Regards, Hamza Javed
$100 USD w 2 dni
5,7
5,7

Hey , I just went through the project description, and I see you are looking for someone experienced in AI Chatbot, JavaFX, Natural Language Processing, Python, Java, AI Development, Graphic Design and Machine Learning (ML). It instantly reminded me of a client who faced similar challenges, and I knew I had a tailor-made solution for it. Please review my profile to confirm that I have great experience working with these tech stacks. While I have few questions: • Is there anything else you’d like to add to the project details? • What’s the top hurdle you’re facing with this project? • What is the timeline to get this done? Why Choose Me? 250+ Projects. 5 Years. Zero Misses. My reputation is built on a single metric: Flawless Execution. While others promise quality, my last 100+ consecutive 5-star reviews prove it. I don’t just finish the job; I set the standard. Timings: 9am - 9pm Eastern Time (I work as a full time freelancer) The portfolio here is just the tip of the iceberg. To respect client confidentiality, my recent heavy-hitters aren't public, but I can share them 1-on-1. Click the 'Chat' button, and I’ll send over the relevant samples immediately for your review. Regards, Abdul Haseeb Siddiqui.
$30 USD w 5 dni
4,9
4,9

Hello Dear! I write to introduce myself. I'm Engineer Toriqul Islam. I was born and grew up in Bangladesh. I speak and write in English like native people. I am a B.S.C. Engineer of Computer Science & Engineering. I completed my graduation from Rajshahi University of Engineering & Technology ( RUET). I love to work on Web Design & Development project. Web Design & development: I am a full-stack web developer with more than 10 years of experience. My design Approach is Always Modern and simple, which attracts people towards it. I have built websites for a wide variety of industries. I have worked with a lot of companies and built astonishing websites. All Clients have good reviews about me. Client Satisfaction is my first Priority. Technologies We Use: Custom Websites Development Using ======>Full Stack Development. 1. HTML5 2. CSS3 3. Bootstrap4 4. jQuery 5. JavaScript 6. Angular JS 7. React JS 8. Node JS 9. WordPress 10. PHP 11. Ruby on Rails 12. MYSQL 13. Laravel 14. .Net 15. CodeIgniter 16. React Native 17. SQL / MySQL 18. Mobile app development 19. Python 20. MongoDB What you'll get? • Fully Responsive Website on All Devices • Reusable Components • Quick response • Clean, tested and documented code • Completely met deadlines and requirements • Clear communication You are cordially welcome to discuss your project. Thank You! Best Regards, Toriqul Islam
$100 USD w 3 dni
4,9
4,9

Hello there, With over seven years of experience in web development and LMS platforms, I am thrilled to help build your "tutor in a box." My background in WordPress and web optimization ensures a robust, user-friendly interface capable of managing extensive educational curricula effectively. I bring deep proficiency in Python, local LLMs, and RAG pipelines, aligning perfectly with your technical needs. I specialize in resource optimization, ensuring high-performance AI functionality even within strict offline hardware limitations. I am committed to delivering an innovative, client-centric solution that empowers students. Let’s collaborate to make this impactful project a reality. Regards, Ismail
$36 USD w 7 dni
5,1
5,1

Hello, I am excited about the opportunity to develop your Custom Offline AI Educational Chatbot tailored for students. With expertise in Local LLMs and RAG systems, I'll create a robust "tutor in a box" that operates seamlessly offline. Using efficient open-source models like Llama 3, I'll ensure the chatbot answers are strictly aligned with your curriculum materials. For the interface, I propose using Streamlit or Gradio for a student-friendly experience. The backend setup will utilize Python with LangChain for efficient model management, and ChromaDB for local vector storage, ensuring fast and accurate information retrieval. Could you specify the hardware students will use? This will help optimize the AI for performance and privacy. Also, would you like assistance drafting specific "System Instructions" for student interaction? I’ll divide the project into two milestones: first, building and testing the offline engine; second, optimizing the interface and loading your full curriculum. Looking forward to collaborating on this innovative educational tool. Thanks and best regards, Faizan
$90 USD w 5 dni
5,4
5,4

Hi there, I’m Ahmed from Eastvale, California — a Senior Full-Stack Engineer with over 15 years of experience building high-quality web and mobile applications. After reviewing your job posting, I’m confident that my background and skill set make me an excellent fit for your project — Offline Curriculum-Focused AI Chatbot . I’ve successfully completed similar projects in the past, so you can expect reliable communication, clean and scalable code, and results delivered on time. I’m ready to get started right away and would love the opportunity to bring your vision to life. Looking forward to working with you. Best regards, Ahmed Hassan
$120 USD w 2 dni
4,8
4,8

Hi There! ⚜⭐⭐⭐⭐⚜(( build a fully offline ai tutor that answers strictly from your curriculum. create a local rag engine using textbooks and pdf materials. deliver a simple student interface that works without internet. ))⚜⭐⭐⭐⭐⚜ Your idea of a true tutor in a box is powerful, especially for students with limited connectivity. An offline model combined with curriculum focused retrieval will ensure responses stay accurate, safe, and aligned with your learning objectives instead of generic internet answers. I HAVE ALREADY WORKED ON SIMILAR OFFLINE RAG AND LOCAL LLM EDUCATION PROJECTS AND WILL BE READY TO SHARE SIMILAR WORK IN THE CHAT My approach is to design a lightweight local pipeline using quantized models, a persistent vector database, and a clean web interface that can run on modest hardware like an 8GB laptop or Raspberry Pi. The system will allow easy addition of new textbooks, strict source grounding, and fast response even without internet. I also focus on student privacy so no data ever leaves the device. I would love to discuss your curriculum format and the target hardware to shape the first milestone with one textbook and then expand to the full knowledge base. Warm Regards, Farhin B.
$110 USD w 10 dni
5,0
5,0

Hi There!!! The Goal of the project:- BUILD A FULLY OFFLINE, CURRICULUM BASED AI CHATBOT THAT ACTS AS A PRIVATE TUTOR USING ONLY LOCAL EDUCATIONAL MATERIALS. I carefully read your requirement for an offline first AI tutor that runs on local hardware, uses RAG to answer strictly from provided textbooks and PDFs, supports open source local LLMs, and offers a simple student friendly interface with easy curriculum updates. I am the best fit for this project because I have hands on experience delivering offline AI systems that balance accuracy, performance, and hardware limitations. Direct match to your needs: 1. Offline RAG system using local vector databases and quantized open source LLMs. 2. Curriculum based answers sourced only from indexed PDFs and textbooks. 3. Lightweight local UI for students with scalable curriculum folder updates. I provide UI design, local database management, model setup, RAG pipeline implementation, testing, documentation, and full source code delivery at project completion. I bring 9+ years experience as a full stack developer and have already completed offline AI assistants, document based chatbots, and EdTech learning tools using local LLMs. Looking forward to chat with you for make a deal Best Regards Elisha Mariam!
$110 USD w 10 dni
4,8
4,8

As a technical enthusiast eager to lend my extensive programming experience to developing AI systems, your Offline Curriculum-Focused AI Chatbot resonates with my skills and interests. With over 7 years of software development experience, I can proficiently handle the languages and frameworks, like Python - which is critical for backend functionality in this project. I am well-acquainted with Node.js, React.js, React Native, and other tools that matter for your front-end needs. Moreover, your engagement with open-source models like Llama 3 and Mistral draws yet another parallel in our profiles. My experience also extends to Web-based local UI and Desktop app development alike - crucial skills needed to make the interface student-friendly for instant feedback as desired. Additionally, I appreciate your idea of breaking the project into two milestones and assure you of results within each one. I understand that the primary objective is to provide comprehensive educational support even in areas without internet access through this 'tutor in a box' approach. That's why I offer you not only the precise technical proficiencies needed but also a deep commitment and passion towards meeting all project expectations. Let's bring this AI Chatbot into reality together!
$30 USD w 7 dni
6,3
6,3

Hello, I’m excited about your project to build a fully offline, curriculum-based AI chatbot. I have experience designing RAG pipelines with local LLMs like LLaMA 3 and Mistral, integrating vector databases (ChromaDB/FAISS), and creating student-friendly interfaces via Streamlit or Gradio. I can ensure the system runs efficiently on local hardware (laptops or Raspberry Pi) and is fully privacy-compliant, with the ability to scale as you add or update curriculum content. I’d approach the project in two milestones: Build and test the offline engine with a single textbook. Optimize the interface and load the full curriculum for a smooth student experience. I can also help draft clear “System Instructions” to guide students once the developer setup is complete. Looking forward to contributing to this EdTech solution. Regards, SA
$100 USD w 2 dni
4,1
4,1

Queenstown Estate, China
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