You will get RAG Knowledge Chatbot, Instant Answers from Your Documents
Top Rated

Top Rated

Project details
If your team is spending hours searching through
documents, PDFs, and internal files to find answers
— this system fixes that instantly.
I build RAG (Retrieval Augmented Generation) chatbots
that are trained on your own documents. Users ask
questions in plain English and get instant, accurate
answers with source references — in under 3 seconds.
What this project includes:
→ Document ingestion (PDF, CSV, Word, internal docs)
→ Chunking, embedding and vector database setup
→ OpenAI or local LLM integration (Ollama supported)
→ Chat interface or API endpoint
→ Source citations with every answer
→ Deployed on your server or cloud environment
Real result: A client used this system to search
10,000+ PDFs instantly — cutting document search
time by 90% and reducing support workload by 70%.
This is not a generic chatbot. It only answers from
your documents — no hallucinations, no made-up facts.
Stack: Python, FastAPI, OpenAI, PostgreSQL,
Docker, AWS
Ready to turn your documents into a knowledge system?
Send me a message and I will map out the build in 24 hours.
documents, PDFs, and internal files to find answers
— this system fixes that instantly.
I build RAG (Retrieval Augmented Generation) chatbots
that are trained on your own documents. Users ask
questions in plain English and get instant, accurate
answers with source references — in under 3 seconds.
What this project includes:
→ Document ingestion (PDF, CSV, Word, internal docs)
→ Chunking, embedding and vector database setup
→ OpenAI or local LLM integration (Ollama supported)
→ Chat interface or API endpoint
→ Source citations with every answer
→ Deployed on your server or cloud environment
Real result: A client used this system to search
10,000+ PDFs instantly — cutting document search
time by 90% and reducing support workload by 70%.
This is not a generic chatbot. It only answers from
your documents — no hallucinations, no made-up facts.
Stack: Python, FastAPI, OpenAI, PostgreSQL,
Docker, AWS
Ready to turn your documents into a knowledge system?
Send me a message and I will map out the build in 24 hours.
Programming Languages
PHP, JavaScript, JavaCoding Expertise
Performance Optimization, Security, DesignWhat's included
| Service Tiers |
Starter
$400
|
Standard
$800
|
Advanced
$1,500
|
|---|---|---|---|
| Delivery Time | 4 days | 8 days | 16 days |
Number of Revisions | 1 | 2 | 3 |
Design Customization | - | - | - |
Content Upload | - | ||
Responsive Design | - | - | - |
Source Code |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$400 - $700Frequently asked questions
9 reviews
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DT
Dominic T.
Feb 8, 2026
Build Simple Flask MVP – AI Job Skills Translator (Python)
Completed a short test task on time and communicated well. Showed a good understanding of the problem and approach. Easy to work with.
TK
Tony K.
Feb 5, 2026
Frontend / Full-Stack Dev — Simple API Integration (Existing App)
Muddassar is a hard work but he needs very clear instructions on that the client actually wants. For example, he will create the backend tech part and not integrate it.
Where gaps remain he ignores them and places the onus on the client to bridge them.
Where gaps remain he ignores them and places the onus on the client to bridge them.
TK
Tony K.
Jan 8, 2026
Front and backendnintegration
TK
Tony K.
Jan 2, 2026
Backend Developer – Simple API Service (Python / FastAPI or Node)
He goes the extra mile and is very responsive. He need very clear instructions so there is no drift. If you outcomes are clear he is wiling to go the extra mile. .
TK
Tony K.
Dec 22, 2025
Backend Developer – Simple API Service (Python / FastAPI or Node)
Very knowledgeable. I would use him again.
About Muddassar
AI Full Stack Developer | Python | FastAPI | React | SaaS | APIs
90%
Job Success
Mansehra, Pakistan - 11:41 am local time
From early stage MVPs to complex SaaS platforms, I work on full stack development and AI development to deliver stable, secure, and high performing applications used by real users. I combine clean code, structured architecture, Java Spring Boot services, and AI integrations to create full stack and AI solutions that are maintainable, scalable, and ready for production environments.
🟢 Solutions I provide in development.
● Full stack development using Python, Java, Spring Boot, FastAPI, Django, React, and modern frontend technologies.
● Backend development with Spring Boot and Python, secure APIs, authentication systems, and optimized database architecture.
● AI development for AI applications, AI automation, AI chatbots, and AI agent based systems.
● SaaS application development from MVP to scalable production platforms.
● Cloud deployment and optimization using AWS with a focus on performance and reliability.
✅ How I support businesses through development.
⤷ I work with businesses to transform ideas into production ready full stack applications.
⤷ I support teams by building Spring Boot and Python backend systems that remain stable under real world usage.
⤷ I contribute AI driven features that improve automation, workflows, and operational efficiency.
⤷ I ensure full stack and AI systems are structured for long term scaling and maintenance.
⤷ I focus on delivering software that aligns with business goals, not just technical completion.
🟢 Core expertise and technical focus.
● Python & Java Developer with strong experience in backend and API development.
● Full-stack developer handling frontend, backend, and cloud infrastructure.
● Spring Boot Developer building scalable, secure, and high performance backend services.
● AI developer working on AI integrations, AI automation, AI chatbots, and intelligent systems.
● Experience building SaaS platforms, scalable APIs, and cloud ready applications.
● Strong focus on clean architecture, performance optimization, and secure development practices.
🟢 Why Work with me
⤷ 5+ years of hands on experience in full stack, Python, Java, Spring Boot, and AI development.
⤷ 20+ successful projects delivered across full stack, AI, Spring Boot, and SaaS systems.
⤷ Experience building production ready applications used by real businesses.
⤷ Strong focus on scalable architecture, performance, and clean code.
⤷ Clear communication and a structured, reliable development process.
I am available for a free Zoom meeting or a free call for consultation. You can invite me for a free call to discuss your full stack development, Java Spring Boot, or AI development project and define the right technical direction.
Steps for completing your project
After purchasing the project, send requirements so Muddassar can start the project.
Delivery time starts when Muddassar receives requirements from you.
Muddassar works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery & Document Audit
You share your documents, and I assess the structure, size, and best approach.
Embedding & Vector Setup
I process your documents, chunk and embed them into the vector database.