You will get Enterprise RAG Web Platform, Hybrid Search, OCR, Vector DB, LLM Integration
Project details
Transform your documents and internal knowledge into a fully searchable AI chat assistant, built on a production-grade RAG stack.
What you get:
📥 Document ingestion: PDF, DOCX, spreadsheets, and scanned images — auto extracted, cleaned, chunked, and indexed into your knowledge base.
🔍 OCR extraction: Scanned documents and image-based PDFs become fully searchable with no text layer required.
⚡ Hybrid search: BM25 keyword search and semantic vector search run together for best-of-both-worlds retrieval and maximum recall.
🎯 Rerankingl reranking retrieved results before they reach the LLM, delivering sharper and more relevant answers.
🗄️ Vector DB (supported): Elasticsearch, Pgvector, Qdrant, Weaviate, Pinecone.
🏛️ Relational DB (supported): PostgreSQL, SQLite, MySQL.
💬 Chat webapp: A polished, self-hosted frontend connected to any LLM: OpenAI, Anthropic, Ollama, or your own model.
🛠️ Admin dashboard: Manage users, roles, knowledge bases, retrieval settings, and model configurations from one place.
📊 Observability: Track user's token usage, response, latency, and cost.
🐳 Fully Dockerized: Clean, reproducible, and portable deployments on any Linux server or VPS.
What you get:
📥 Document ingestion: PDF, DOCX, spreadsheets, and scanned images — auto extracted, cleaned, chunked, and indexed into your knowledge base.
🔍 OCR extraction: Scanned documents and image-based PDFs become fully searchable with no text layer required.
⚡ Hybrid search: BM25 keyword search and semantic vector search run together for best-of-both-worlds retrieval and maximum recall.
🎯 Rerankingl reranking retrieved results before they reach the LLM, delivering sharper and more relevant answers.
🗄️ Vector DB (supported): Elasticsearch, Pgvector, Qdrant, Weaviate, Pinecone.
🏛️ Relational DB (supported): PostgreSQL, SQLite, MySQL.
💬 Chat webapp: A polished, self-hosted frontend connected to any LLM: OpenAI, Anthropic, Ollama, or your own model.
🛠️ Admin dashboard: Manage users, roles, knowledge bases, retrieval settings, and model configurations from one place.
📊 Observability: Track user's token usage, response, latency, and cost.
🐳 Fully Dockerized: Clean, reproducible, and portable deployments on any Linux server or VPS.
AI Algorithms
Large Language Model, Multimodal Large Language Model, Transformer ModelAI Applications
AI Chatbot, AI-Enhanced Classification, Image Processing, Sentiment AnalysisAI Development Language
PythonAI Tools
Azure OpenAI, Hugging Face, Microsoft 365 Copilot, NVIDIA AI Platform, PyTorchAI Models
ChatGPT, DALL-E, GPT-3, LLaMA, Midjourney AIWhat's included
| Service Tiers |
Starter
$100
|
Standard
$300
|
Advanced
$1,000
|
|---|---|---|---|
| Delivery Time | 3 days | 7 days | 20 days |
Number of Revisions | 3 | 5 | 13 |
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.
Server Deployment
(+ 1 Day)
+$100
OCR Deployment
+$200Frequently asked questions
About Umidjon
WhatsApp & Telegram AI Chatbot Developer Twilio, OpenAI, FastAPI, n8n
Seoul, South Korea - 8:49 am local time
book appointments, and qualify leads 24/7, without human involvement.
Your customers message → AI understands → answers from YOUR knowledge base → done.
What I build:
📱 WhatsApp AI Chatbots
• WhatsApp Business API integration
• AI trained on your products, FAQs, or documents
• Lead capture → CRM sync → human handoff when needed
• Appointment booking, order tracking, customer support
✈️ Telegram AI Chatbots
• Custom Telegram bots with AI conversation
• Group chat moderation + private Q&A
• Document search: upload PDF → AI answers questions
• Payment and order processing bots
🔧 Tech Stack
• FastAPI + Python backend
• OpenAI GPT-4 / Claude for AI
• Twilio for WhatsApp API
• n8n for workflow automation (CRM, email, Slack)
• Docker + VPS deployment
💡 Why work with me
• Free demo: I'll build a working mini-bot for your business first
• Fixed-price projects available no hourly surprises
• Clear communication in English
• Fast turnaround: basic bot in 24 hours
Send me a message with what you need. I'll respond with a clear plan and price within 24 hours.
Steps for completing your project
After purchasing the project, send requirements so Umidjon can start the project.
Delivery time starts when Umidjon receives requirements from you.
Umidjon works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery & Requirement Check
Confirm tier, server access, and requirements. Run pre-flight checks on ports, disk, and Docker.
Configuration & Setup
Setup environment configs, prepare Docker Compose, and configure LLM and database connections.