You will get Agentic RAG Chatbot with MCP & LLM Integration
Project details
I build intelligent, agentic chatbots using cutting-edge RAG architecture and MCP integration with large language models. My solutions autonomously retrieve and synthesize knowledge from multiple sources to provide precise, context-aware responses that reduce support costs and improve customer satisfaction. Clients benefit from scalable, production-ready systems deployed seamlessly with FastAPI, vector databases, and real-time monitoring. With 5+ years in AI and backend development, I deliver clean, tested code and comprehensive support for a smooth launch and ongoing optimization.
AI Algorithms
Large Language Model, Linear Discriminant Analysis, Multimodal Large Language Model, Self-Organizing MapAI Applications
AI Chatbot, AI Content Creation, AI Text-to-Image, AI Text-to-Speech, AI-Generated Art, AI-Generated Code, Conversational AI, Natural Language UnderstandingAI Development Language
PythonAI Models
ChatGPT, DALL-E, GPT-3, GPT-4, GPT-J, GPT-Neo, LLaMA, Midjourney AI, Naive Bayes Classifier, OpenAI Codex, Stable Diffusion, WhisperWhat's included
| Service Tiers |
Starter
$250
|
Standard
$450
|
Advanced
$600
|
|---|---|---|---|
| Delivery Time | 7 days | 15 days | 20 days |
Number of Revisions | 2 | 3 | 5 |
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 |
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JC
Jean C.
May 4, 2026
Fix Hostinger VPS + OpenClaw Today
Great work fast, clear, and professional. You understood the task well, communicated properly, and delivered exactly what was needed. I would gladly work with you again.
RR
Raja R.
Dec 23, 2025
Enhance the existing PHP (Core PHP) application with GenAI capabilities to generate document
Kunal completed our project on time and I will work with him again. Highly recommended for serious projects.
SN
Shiko N.
Aug 15, 2025
Exciting Web App Development Opportunity for Skilled Freelancers!
MJ
Mehul J.
Aug 5, 2025
MCP server developer (no agencies)
It was great to work with Kunal. He implemented all the features as per our requirements, supported with clean scalable code structures. Recommended to hire for MCP projects!
About Kunal
AI Full Stack Dev | Rapid MVPs | Cursor/Claude Code | Supabase/Vercel
100%
Job Success
Ahmedabad, India - 8:55 am local time
Clients hire me to turn ideas into working products in days (not months): AI-assisted coding for clean, efficient frontends/backends, seamless Supabase + Vercel integrations for real-time, serverless apps, and full end-to-end delivery with performance and scalability in mind.
🔹 Core Expertise - AI-Powered Full Stack
🌐 Frontend: React Developer, Next.js Developer, Angular Developer
💻 Backend: Python Full Stack, Django Developer, Flask Developer, FastAPI Developer, Node.js, Nest.js, Express.js
🛠️ APIs & Modern Tools: GraphQL API, RESTful APIs, API Integration, Stripe/PayPal/Twilio, AI tool orchestration (Cursor, Claude, Lovable)
🗂️ Databases & Backend-as-a-Service: PostgreSQL Database, MySQL Database, MongoDB NoSQL, Supabase Integration (auth, realtime, storage), Redis
☁️ Deployment & Hosting: Vercel Deployment, Serverless Architecture, CI/CD Pipelines, Docker for rapid deploys
🤖 AI Acceleration: Generative AI integration, AI-assisted development, Prompt Engineering for code gen, LLM workflows in apps, rapid POC building
🏗️ Advanced: Microservices for AI, Serverless AI (Lambda + SageMaker), Event-Driven Architecture (Kafka for data streams), High-Availability & Fault-Tolerant Design
🔹 What Sets Me Apart in 2026
- 5-10x faster delivery via AI tools (Cursor/Claude for code, Lovable for instant prototypes)
- Production-ready MVPs → scalable SaaS apps with Supabase + Vercel stack
- Clean, maintainable code + performance optimization (load times, cost efficiency)
- End-to-end: ideation → AI prototyping → full development → deployment & iteration
- Proven with 20+ projects: startups love the speed-to-market and ROI
🔹 Ideal Projects
- Build AI-enhanced web apps or SaaS MVPs quickly
- Modern full-stack development with Supabase/Vercel + React/Next + FastAPI/Django
- Feature additions, performance upgrades, or AI integrations into existing apps
- Ongoing support for fast-moving products
Clients return for my proactive communication, business-aligned solutions, and ability to ship reliable, intelligent applications fast. Let's turn your vision into a live product, message me to discuss your MVP or next feature!
Steps for completing your project
After purchasing the project, send requirements so Kunal can start the project.
Delivery time starts when Kunal receives requirements from you.
Kunal works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery & Requirement Analysis
Understand your business goals, data sources, and chatbot requirements. Define use cases, conversation flows, and integration needs to tailor the RAG MCP LLM solution perfectly for your objectives.
System Architecture & Design
Design the technical architecture including RAG pipeline, agentic reasoning modules, MCP integration points, and data flow. Create wireframes and system diagrams for your approval.