You will get Custom RAG Chatbot Integration: AI Assistant Trained on Your Private Data
Project details
Stop struggling with AI hallucinations. I build production-grade Retrieval-Augmented Generation (RAG) systems that ground LLMs (like GPT-4, Claude 3.5, or Llama 3) in your specific company data. Whether it's PDFs, spreadsheets, SQL databases, or live web content, I create a "second brain" for your business that provides accurate, source-backed answers in real-time.
What’s Included:
Custom Data Ingestion: Seamless connection to your knowledge base (Google Drive, Notion, local files, or APIs).
Vector Database Setup: Expert configuration of Pinecone, Weaviate, ChromaDB, or MongoDB Atlas for lightning-fast semantic search.
Advanced RAG Pipelines: Implementation of Hybrid Search (Semantic + Keyword) and Reranking to ensure the most relevant context is always retrieved.
Full Integration: A chat interface ready for your website, Slack, WhatsApp, or internal dashboard.
Anti-Hallucination Guardrails: Strict prompt engineering to ensure the AI only speaks based on provided facts.
Tech Stack:
Frameworks: LangChain, LlamaIndex, LangGraph.
LLMs: OpenAI (GPT-4o), Anthropic (Claude), Gemini 1.5 Pro, or Open-Source (Mistral/Llama).
Databases: Pinecone, Supabase, PostgreSQL (pgvector).
What’s Included:
Custom Data Ingestion: Seamless connection to your knowledge base (Google Drive, Notion, local files, or APIs).
Vector Database Setup: Expert configuration of Pinecone, Weaviate, ChromaDB, or MongoDB Atlas for lightning-fast semantic search.
Advanced RAG Pipelines: Implementation of Hybrid Search (Semantic + Keyword) and Reranking to ensure the most relevant context is always retrieved.
Full Integration: A chat interface ready for your website, Slack, WhatsApp, or internal dashboard.
Anti-Hallucination Guardrails: Strict prompt engineering to ensure the AI only speaks based on provided facts.
Tech Stack:
Frameworks: LangChain, LlamaIndex, LangGraph.
LLMs: OpenAI (GPT-4o), Anthropic (Claude), Gemini 1.5 Pro, or Open-Source (Mistral/Llama).
Databases: Pinecone, Supabase, PostgreSQL (pgvector).
Programming Languages
JavaScript, Python, TypeScriptCoding Expertise
Cross Browser & Device Compatibility, Performance Optimization, DesignWhat's included $50
These options are included with the project scope.
$50
- Delivery Time 3 days
- Number of Revisions 5
About Muhammad
Full Stack & AI Integration Developer | Next.js | Node.js | 4+ Years
Multan, Pakistan - 1:12 pm local time
If you need a developer who can integrate intelligent AI handles both the frontend and backend, delivers pixel-perfect UI, and features into your product that's exactly what I do.
🎯 What clients hire me for:
âś… Full Stack Web Apps (React + Next.js + Node.js + MongoDB/PostgreSQL)
âś… AI-Powered Features chatbots, LLM integrations, RAG pipelines, streaming chat UIs
âś… OpenAI API, Claude API, Vercel AI SDK, LangChain.js integration
âś… Figma/PSD to pixel-perfect React or Next.js responsive, accessible, exact
âś… REST & GraphQL API development with Node.js & Express
âś… Webflow custom development, CMS setup, dynamic integrations
âś… GSAP & Framer Motion animations and micro-interactions
âś… Performance optimization Core Web Vitals, SSR, SSG, Lighthouse 90+
âś… AWS, Vercel, Netlify deployment & CI/CD setup
🛠️ My Tech Stack
Frontend: React.js, Next.js, Astro.js, TypeScript, Tailwind CSS, shadcn/ui, Bootstrap, Redux Toolkit, React Query, React Hook Form, Framer, Webflow
Backend: Node.js, Express.js, REST APIs, GraphQL
AI & LLM: OpenAI API (GPT-4o, Assistants), Claude API, Vercel AI SDK, LangChain.js, Pinecone, vector search, RAG pipelines
Databases: MongoDB, PostgreSQL, Firebase, Supabase
Animation: GSAP, Framer Motion
DevOps: AWS, Vercel, Netlify, Docker, Git, GitHub, GitLab
Standards: Mobile-first, BEM, WCAG accessibility, cross-browser compatibility
âś… Why clients keep coming back:
🔹 I treat your deadline like my own.No ghosting, no surprises
🔹 I ask the right questions before I write a single line of code
🔹 Clean, documented code you can hand off to any developer after me
🔹 I work in your timezone and give regular progress updates
🔹 All project sizes welcome MVP in a weekend or long-term SaaS build
đź“Ą Send me a message with your project details I respond within a few hours.
Muhammad Khubaib
🔍 Keywords:
Full Stack Developer, AI Integration Developer, React Developer, Next.js Developer, Node.js Developer, MERN Stack Developer, OpenAI API Developer, LangChain Developer, Vercel AI SDK, RAG Pipeline, AI Chatbot Developer, LLM Integration, Figma to React, Figma to Next.js, PSD to HTML, TypeScript Developer, Tailwind CSS, REST API, GraphQL API, Webflow Developer, GSAP Animation, Framer Motion, Redux Toolkit, SSR SSG Next.js, MongoDB Developer, PostgreSQL, Web Accessibility WCAG, Responsive Web Design, Performance Optimization
Steps for completing your project
After purchasing the project, send requirements so Muhammad can start the project.
Delivery time starts when Muhammad receives requirements from you.
Muhammad works on your project following the steps below.
Revisions may occur after the delivery date.
Deployment & Technical Handoff
Final deployment to your cloud environment (Azure/Vercel) and a walkthrough of the system management.
Deployment & Technical Handoff
Final deployment to your cloud environment (Azure/Vercel) and a walkthrough of the system management.