You will get a custom AI chatbot for your business documents with source citations
Project details
I build a fixed-scope RAG assistant that answers from approved documents, shows source citations, and declines when evidence is insufficient.
Starter: up to 5 text-searchable English PDFs/100 pages, local demo, and 10 tests. Standard: up to 20 PDF/DOCX/TXT files/500 pages, branding, one supported deployment, a shared-password gate, and 20 tests. Advanced: up to 50 files/1,500 pages, one bounded import, one Slack or REST/widget integration, and 30 tests.
The system uses one client-controlled OpenAI, Anthropic, or Azure OpenAI account and Pinecone, Supabase pgvector, or local Chroma for Starter. Third-party fees are client-paid.
Not included: OCR/scanned files, scheduled syncing, user accounts/roles/SSO, custom cloud, compliance/security testing, monitoring/SLAs, or self-hosted models. One revision is one consolidated in-scope round. New sources, features, integrations, or requirements need extra scope.
Starter: up to 5 text-searchable English PDFs/100 pages, local demo, and 10 tests. Standard: up to 20 PDF/DOCX/TXT files/500 pages, branding, one supported deployment, a shared-password gate, and 20 tests. Advanced: up to 50 files/1,500 pages, one bounded import, one Slack or REST/widget integration, and 30 tests.
The system uses one client-controlled OpenAI, Anthropic, or Azure OpenAI account and Pinecone, Supabase pgvector, or local Chroma for Starter. Third-party fees are client-paid.
Not included: OCR/scanned files, scheduled syncing, user accounts/roles/SSO, custom cloud, compliance/security testing, monitoring/SLAs, or self-hosted models. One revision is one consolidated in-scope round. New sources, features, integrations, or requirements need extra scope.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AI Chatbot, Conversational AI, Natural Language Generation, Natural Language UnderstandingAI Development Language
PythonAI Tools
Azure OpenAIAI Models
ChatGPT, GPT-4What's included
| Service Tiers |
Starter
$399
|
Standard
$999
|
Advanced
$1,999
|
|---|---|---|---|
| Delivery Time | 5 days | 10 days | 15 days |
Number of Revisions | 1 | 2 | 2 |
AI Model Integration | |||
Batch Normalization | - | - | - |
Database Integration | |||
Detailed Code Comments | |||
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | - |
Model Documentation | |||
Model Monitoring | - | - | - |
Model Testing & Optimization | - | - | - |
Model Tuning | - | - | - |
Natural Language Processing | |||
NLP Tokenization | |||
Pre-Training | - | - | - |
Prompt Engineering | |||
Setup File | |||
Source Code |
Optional add-ons
You can add these on the next page.
100 additional searchable pages
(+ 2 Days)
+$149
Bounded data connector
(+ 4 Days)
+$399
Slack workspace integration
(+ 4 Days)
+$499Frequently asked questions
35 reviews
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BE
Benjamin E.
Sep 14, 2025
DN Updates
Ali did an exceptional job on our web development project. He not only delivered clean, high-quality code but also made sure the site functioned smoothly across devices and was optimized for performance. Communication was clear and consistent throughout, and he was quick to address any revisions or questions.
Ali brought both technical expertise and creative problem-solving to the table, which made the process seamless. Truly reliable, professional, and skilled.
Ali brought both technical expertise and creative problem-solving to the table, which made the process seamless. Truly reliable, professional, and skilled.
BU
Borut U.
Jun 24, 2025
7 static pages (nextJS, tailwind CSS)
EM
Eder M.
Apr 25, 2025
UI/UX Development
DM
Diaa M.
Mar 29, 2025
Senior Front end Dev needed
Having Ali on our team was a great experience. He brought our AI platform to life with impressive attention to detail and a strong understanding of front-end development. Ali was flexible, quick to solve problems, and always delivered high-quality work, even under tight deadlines. I’d gladly work with him again
SA
Subhash A.
Jan 6, 2025
Clone an existing site
Great upcoming Freelancer. I had front end work it was executed flawlessly.
About Ali
Full-Stack Product Engineer | AI Automation, APIs & SaaS
100%
Job Success
Alexandria, Egypt - 10:34 pm local time
I help startups and established teams build new products, improve existing applications, and solve difficult technical problems. Whether you need a SaaS platform, an AI-powered feature, a secure API, an internal business tool, or a cross-platform mobile app, I can take ownership from requirements and architecture through development, deployment, and production support.
What I can help you build:
• SaaS platforms and customer-facing web applications
• AI features, automations, and third-party integrations
• REST APIs and scalable backend services
• Internal dashboards and workflow-management tools
• Cross-platform mobile applications
• CMS-powered websites and custom content platforms
• Modern replacements for legacy or difficult-to-maintain systems
My core technologies include React, Next.js, TypeScript, Node.js, Python, React Native, Firebase, Tailwind CSS, Strapi, and WordPress. I also work with third-party APIs, authentication, databases, CI/CD pipelines, cloud deployments, and existing codebases.
I’ve collaborated with international teams across fintech, insurance, e-commerce, telecommunications, and business automation. That experience has taught me that successful software requires more than clean code: it needs sound architecture, careful handling of edge cases, clear communication, and decisions grounded in the product’s real business needs.
As your full-stack engineer, you can expect:
• Clear, proactive communication
• Thoughtful technical recommendations
• Maintainable and well-structured code
• Early visibility into risks and tradeoffs
• Reliable execution without unnecessary complexity
• Continued support through launch and production
I don’t just complete isolated development tasks. I work to understand what you’re building, why it matters, and how to deliver it in a practical and dependable way.
Send me a message with a brief description of your project, its current stage, and the main problem you need solved. I’ll help you identify the clearest path forward.
Steps for completing your project
After purchasing the project, send requirements so Ali can start the project.
Delivery time starts when Ali receives requirements from you.
Ali works on your project following the steps below.
Revisions may occur after the delivery date.
Confirm scope and test questions
Confirm package limits, supported sources, deployment target, and agreed evaluation questions.
Audit and prepare content
Extract, split, embed, and index approved files; report unsupported content before implementation.