A Smart AI Chat That Speaks From Your Own Knowledge
Make your customer interactions autonomous, 24/7. With an AI Chat trained on your content and projects, cut response times by 80% and lighten your support load.
Tangible Results in Customer Engagement
The measurable benefits an AI chatbot integration brings to your business and your visitors.
Faster Responses
Instant, semantically verified answers to incoming questions.
Round-the-Clock Support
Always-on communication, independent of business hours.
Operational Savings
Lower support load as frequently asked questions are answered autonomously.
Zero Hallucination
Reliable answers drawn only from your approved data, thanks to the RAG architecture.
AI Architecture Flow: How Does RAG Work?
Unlike classic rule-based chatbots, our AI Chat assistant semantically queries your data before answering and responds with the most accurate source.
1. User Question
The visitor types a question into the assistant box or the web widget.
2. Semantic Vector Search
The most relevant blog and project data is searched in the Neon pgvector database.
3. Model & Verified Answer
The LLM (OpenAI) analyzes the context and streams an answer that cites its sources.
AI Trained on Your Own Content
AI Chat goes beyond the limits of standard LLMs by turning the technical articles, product documentation, DevOps experience and guides on your site into knowledge chunks.
- Zero-hallucination answers grounded in real documents.
- The right source link for each user question, within seconds.
{
"query": "React 19 Server Components",
"matched_chunks": [
{ "title": "What's New in React 19", "similarity": 0.89 },
{ "title": "Next.js 16 and Server Components", "similarity": 0.84 }
],
"llm_prompt": "Use the context below to answer: [Matched Contents...]"
}Autonomous Web Search Integration
When asked about something that is not in the AI's database or about recent developments, our assistant automatically searches the web. It learns the latest tech news within seconds and presents it to users.
- Always up-to-date answers, not limited by model training cutoffs.
- Search results presented with direct references to their sources.
Fetching the latest Google search index results about the Kimi K3 model announced by Moonshot AI.
Source Search Results:
1. Kimi K3 Infrastructure Demand Is Rising (ismailhakkieren.com/blog/... - 2026)
2. Moonshot AI Kimi K3 Features (techcrunch.com/... - 2026)
Customizable AI That Speaks in Your Brand's Voice
Shape the AI's response style to your company's communication standards. Choose a corporate and professional tone, or a friendly and sales-focused one.
- Reflect your brand values through flexible system prompt configuration.
- Route user questions to a customer representative or a quote form.
"Hello! I have received your request. I can review suitable solutions for your software architecture project in detail and offer you a tailored work plan."
"Great question! We can complete a RAG-powered AI Chat setup for your site within 24 hours. Would you like to fill in the form for a live demo and a quote right away? 🚀"
Why a Smart RAG AI Chat?
The differences between traditional rule-based chatbots and a new-generation RAG-powered AI chat solution.
| Criterion | Traditional Chatbots | Our RAG AI Chat Solution |
|---|---|---|
| Response Logic | Fixed rule trees (Limited & Dull) | Flexible LLM & Natural Language Processing |
| Knowledge Source | Hand-written fixed buttons | All blog posts, projects & the live web |
| Ease of Updating | Time-consuming manual flow design | Instant vector indexing when content is added |
| Accuracy & Safety | Misrouting or dead-end flows | 0% hallucination guarantee & Source citations |
Easy Integration in 3 Steps
Adding the AI assistant to your website or system is fast and simple.
Connect Your Data
The blog posts, product catalogs or technical documents on your website are scanned into a vector database and taught to the AI.
Model & Tone of Voice
Pick any of the OpenAI GPT-5.5, Claude or Gemini models. Set a corporate or friendly tone.
Go Live With One Line
Publish your 24/7 chat bubble on your website with a one-line Next.js/React component or an embed script.
Data Privacy & Security Guarantee
Your data is used only for your own knowledge base and is never kept for training public AI models. Compliant with KVKK & GDPR.
Add a Smart AI Chat to Your Website
Let us prepare a tailored quote for your project to give your customers an excellent digital experience and grow your sales.
About AI Chat
AI Chat is a custom AI chat tool that lets you talk directly to İsmail Hakkı Eren's knowledge of software development, artificial intelligence, DevOps, cloud solutions and healthy eating. It uses an advanced RAG (Retrieval-Augmented Generation) architecture built on OpenAI and a Neon pgvector database. It answers your questions with verified, well-sourced replies in line with the technical vision in İsmail's 300+ blog posts and projects. The blog posts are written in Turkish; the assistant answers in English.
RAG (Retrieval) and Semantic Search
Unlike a standard large language model (LLM), AI Chat starts from your question, finds the most similar article chunks in our database within seconds and gives them to the model as context. That way you get answers that contain no made-up (hallucinated) information and refer directly to İsmail Hakkı Eren's writing. For detailed technical analyses and benchmark comparisons, visit our AI Model Comparison table.
Using It With Other Tools
To get the most out of your prompts, first optimize the instructions you plan to use in the chat with our AI Prompt Optimizer tool. For an advanced model playground and separate sessions with models from different providers, use the AI Agent interface.