You will get Generative AI Applications with RAG & Vector Database Integration


Project details
I will develop generative AI applications powered by RAG (Retrieval-Augmented Generation) and vector databases to provide intelligent, context-aware solutions for your business. Ideal for AI SaaS products, startups, and businesses looking to leverage advanced AI for content generation, question-answering, or knowledge retrieval.
→ Implement generative AI models for content creation, chatbots, or smart assistants
→ Integrate RAG pipelines for accurate knowledge retrieval
→ Store and query data efficiently using vector databases
→ Enable scalable AI SaaS automation and API-driven solutions
My Role & Tools
→ Build generative AI models using latest frameworks and libraries
→ Develop RAG pipelines for retrieval-augmented AI
→ Integrate vector databases for fast, semantic search
→ API integration with apps, SaaS platforms, and CRMs
→ Test AI outputs for relevance, accuracy, and performance
Outcome
→ Generative AI applications capable of intelligent content generation
→ Scalable AI-powered systems using RAG and vector databases
→ Fully integrated solutions for SaaS platforms, AI agents, or chatbots
→ Implement generative AI models for content creation, chatbots, or smart assistants
→ Integrate RAG pipelines for accurate knowledge retrieval
→ Store and query data efficiently using vector databases
→ Enable scalable AI SaaS automation and API-driven solutions
My Role & Tools
→ Build generative AI models using latest frameworks and libraries
→ Develop RAG pipelines for retrieval-augmented AI
→ Integrate vector databases for fast, semantic search
→ API integration with apps, SaaS platforms, and CRMs
→ Test AI outputs for relevance, accuracy, and performance
Outcome
→ Generative AI applications capable of intelligent content generation
→ Scalable AI-powered systems using RAG and vector databases
→ Fully integrated solutions for SaaS platforms, AI agents, or chatbots
AI Algorithms
AdaBoost, Autoencoder, Convolutional Neural Network, CycleGAN, Large Language Model, Linear Discriminant Analysis, Long Short-Term Memory Network, Multilayer Perceptron, Regression Analysis, StyleGANAI Applications
AI Chatbot, AI Content Creation, AI Mobile App Development, AI Text-to-Image, AI Text-to-Speech, AI-Enhanced Medical Imaging, Facial Recognition, Image Recognition, Machine Translation, Speech Synthesis, Text Recognition, Time Series AnalysisAI Development Language
PythonAI Tools
Azure OpenAI, Bing AI, Copy.ai, GitHub Copilot, Gradio, Hugging Face, Jasper AI, PyTorch, Replit, TensorFlowAI Models
BERT, ChatGPT, DALL-E, GPT-3, GPT-4, GPT-J, GPT-Neo, LaMDA, LLaMA, Midjourney AI, OpenAI Codex, WhisperWhat's included
| Service Tiers |
Starter
$400
|
Standard
$750
|
Advanced
$1,200
|
|---|---|---|---|
| Delivery Time | 7 days | 15 days | 25 days |
Number of Revisions | 1 | 1 | 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.
Fast Delivery
+$100 - $600
Additional Revision
+$100Frequently asked questions
33 reviews
(29)
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This project doesn't have any reviews.
VH
Vineetha H.
Apr 13, 2026
Xero App Fixes
The freelancer marked the project as complete without resolving a key issue that was part of the core requirement. The system still contains incorrect future-dated records, making the solution unreliable for actual use.
There was a lack of proper testing, no concrete proof of fixes, and repeated explanations without delivering a working resolution. After payment was released, responsiveness declined and the contract was closed without addressing pending issues.
This experience was unprofessional and frustrating. I would strongly recommend future clients to be cautious and ensure all requirements are fully met and tested before releasing payment.
There was a lack of proper testing, no concrete proof of fixes, and repeated explanations without delivering a working resolution. After payment was released, responsiveness declined and the contract was closed without addressing pending issues.
This experience was unprofessional and frustrating. I would strongly recommend future clients to be cautious and ensure all requirements are fully met and tested before releasing payment.
MR
Monique R.
Sep 29, 2025
Front-End Web Developer with EverWebinar Script Expertise
I loved working with Touqeer. He was so responsive and did everything exactly as I needed him to. I highly recommend him
NA
Norm A.
Aug 5, 2025
FIgma to frontend
NA
Norm A.
Jul 28, 2025
Help to finish our MVP
Great experience working with Touqeer. He delivered clean, scalable code and implemented them with precision. Strong communicator, fast turnaround, and solid design-to-code thinking. Highly recommend!
HD
Hasan D.
Jul 19, 2025
Full-stack DEV with attention to visual detail
Project was simple... High attention to detail - he has not have that...
Fixes one thing- breaks another... Keeps submiting saying done, but all are not done...
Not happy, wasted weeks and weeks...
Fixes one thing- breaks another... Keeps submiting saying done, but all are not done...
Not happy, wasted weeks and weeks...
About Touqeer
Full-Stack Developer | Python, React, Next.js, Node.js, AI Automation
86%
Job Success
Lahore, Pakistan - 4:51 am local time
⚡ I combine full-stack development (Python, React.js, Next.js, Node.js) with automation platforms (n8n, Make.com, Zapier, GoHighLevel) and AI-powered solutions — so you get a future-ready product without hiring multiple specialists.
What I Deliver:
✅ SaaS MVP Development → React/Next.js frontends + Python, Node.js APIs built for scalability.
✅ Workflow Automation → Save time & costs with n8n, Make.com, Zapier, and GHL.
✅ AI-Powered Features → RAG pipelines, vector DBs, and LangChain integrations.
✅ API Development & Integrations → Custom APIs that connect your tools seamlessly.
Why Clients Choose Me:
📌 Specialist in SaaS + Automation + AI (not just another “full-stack dev”).
📌 Proven track record → 15,000+ Upwork hours with startups & businesses worldwide.
📌 Clear communication & fast delivery → No fluff, just results.
Client Success Stories:
⭐ “Incredible automation workflows — saved us 20+ hours weekly!” – Steve Solomon
⭐ “Built our SaaS MVP from scratch and integrated AI flawlessly.” – Sarah
Tags: Python, React.js, Next.js, Node.js
Steps for completing your project
After purchasing the project, send requirements so Touqeer can start the project.
Delivery time starts when Touqeer receives requirements from you.
Touqeer works on your project following the steps below.
Revisions may occur after the delivery date.
Submit Requirements
Provide project goals, data, and access credentials to define the AI scope.
Analysis & Planning
I design the AI model architecture, RAG pipeline, and vector database schema.