AI-Powered Search & Chat Integration by Danylo HerchakivskyAI-Powered Search & Chat Integration by Danylo Herchakivsky
AI-Powered Search & Chat IntegrationDanylo Herchakivsky
Cover image for AI-Powered Search & Chat Integration
I integrate AI-powered features into new or existing web applications, turning complex data into something users can search and interact with using plain human language.
What I build:
Natural language search: users describe what they want in their own words, and the AI finds the best matches from your database
AI chatbots that understand your product catalog, listings, or knowledge base and answer user questions contextually
Smart filtering and recommendation engines that go beyond basic keyword matching
Real example: I built a rental platform where tenants type "I need a 2-bedroom apartment near the center, under $500, with a balcony" and the AI returns matching listings. No dropdowns, no checkboxes, just a conversation.
How it works technically:
I build a Python/FastAPI layer that processes natural language queries and converts them into structured database searches
Works with PostgreSQL, vector databases, or any existing data source
Plugs into your React or Next.js frontend with a clean, intuitive UI
Can be added to an existing application or built as part of a new project
Basic SEO included: Server-rendered pages, semantic HTML, and meta tags so your AI-powered pages are still indexable by search engines.
FAQs

Starting at$500
Duration1 week
Tags
Chatbot
FastAPI
Next.js
Python
React
AI
Natural Language Processing
Search
Service provided by
AI-Powered Search & Chat IntegrationDanylo Herchakivsky
Starting at$500
Duration1 week
Tags
Chatbot
FastAPI
Next.js
Python
React
AI
Natural Language Processing
Search
Cover image for AI-Powered Search & Chat Integration
I integrate AI-powered features into new or existing web applications, turning complex data into something users can search and interact with using plain human language.
What I build:
Natural language search: users describe what they want in their own words, and the AI finds the best matches from your database
AI chatbots that understand your product catalog, listings, or knowledge base and answer user questions contextually
Smart filtering and recommendation engines that go beyond basic keyword matching
Real example: I built a rental platform where tenants type "I need a 2-bedroom apartment near the center, under $500, with a balcony" and the AI returns matching listings. No dropdowns, no checkboxes, just a conversation.
How it works technically:
I build a Python/FastAPI layer that processes natural language queries and converts them into structured database searches
Works with PostgreSQL, vector databases, or any existing data source
Plugs into your React or Next.js frontend with a clean, intuitive UI
Can be added to an existing application or built as part of a new project
Basic SEO included: Server-rendered pages, semantic HTML, and meta tags so your AI-powered pages are still indexable by search engines.
FAQs

$500