AI Integration: RAG Chatbots and AI Agents
AI chatbots, AI agents and AI features built into your website or app. They answer from your own content and run under a monthly cost limit you set.
What it covers
We start from the job the AI has to do and the content it should rely on, not from the model. Most projects begin as a chatbot that answers from your pages, docs or help center and shows the source of every answer. When a chatbot is not enough, we build agents that work through your APIs, and AI features inside existing web and mobile apps. Behind it is work on a production AI product: at gigaaa (later exafy) we built an AI assistant that talks through voice, video and an avatar, led its frontend and trained language models in Python.
- RAG chatbots over your docs
- AI agents that take actions
- AI features in existing apps
- AI for WordPress
- Claude and OpenAI APIs
- Cost limits and logs
Who it is for and what you get
For companies whose customers keep asking the same questions, teams that lose time searching internal docs, and products that need smart search, summaries or an assistant. The chat on this site is a working example: it answers only from our pages, links every answer to its source, takes voice questions and switches itself off if it reaches its monthly budget.
- Review of your content and a plan
- Working prototype in 1 to 2 weeks
- Chat widget in your brand
- Answers with source links
- Leads to email or CRM
- Monthly cost cap and rate limits
- Conversation logs
- Handover and documentation
Packages and prices
AI chatbot that answers from your docs.
Every package includes a plan, API integration, chatbot flow design and bug fixes. The AI provider account is yours, so usage is billed to you directly, under a monthly cap.
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01 / Starter
Website chatbot
from $400
Delivery in 5 days
- Chat widget that answers from up to 20 pages or docs
- Answers in your brand's tone, with source links
- 1 messaging platform
- 1 round of revisions
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02 / Standard
Chatbot + help center & leads
from $900
Delivery in 10 days
- Help center or database as the source
- Content admin, so you update answers yourself
- Leads to email or CRM
- 2 messaging platforms, conversation script
- 2 rounds of revisions
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03 / Advanced
AI agent with actions
from $1,800
Delivery in 21 days
- Agent that acts through your APIs
- Login, chat logs and API cost limit
- 3 messaging platforms, conversation script
- 3 rounds of revisions
Optional hosting and maintenance: $150 per month. Prices are starting points for the scope listed. We confirm the final price in writing after a short call, before any work starts.
Related work
Launched, not just drawn.
How we work
Four stages. One trajectory.
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Discover
Business goals, users, content, functionality and constraints.
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Design
Structure, wireframes, visual system and prototype.
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Build
Frontend, backend, CMS, integrations and responsive implementation.
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Launch
QA, production, measurement and ongoing improvement.
FAQ
Questions before we start.
What does an AI chatbot cost to run?
You pay the AI provider for usage directly, on your own account, with a hard monthly cap. The chat on this site costs about $0.00025 per answer, roughly $0.25 per 1,000 questions. If you want us to host and maintain it, that is $150 per month.
Will it make things up?
It answers only from your content, shows the source of each answer and says when it does not know, pointing the visitor to a person instead. Before launch we test it on the real questions your customers ask.
Where does our data go?
Your content stays on your server. For each question, only the question and the few passages needed for the answer are sent to the AI provider. Under the API terms of the providers we use, that data is not used to train their models by default.
Does it work in Serbian?
Yes. The chat on this site answers in Serbian and English, in the language of the page, and understands spoken questions in both.
Do we need a new server?
No. On WordPress the chat runs as a plugin on your existing hosting. On any other site, Laravel, Next.js, Webflow or plain HTML, one line of script connects it to the assistant we host for you.
What is the difference between a chatbot and an AI agent?
A chatbot answers questions. An agent also acts through your systems, for example checks an order, books an appointment or opens a ticket, with clear limits on what it may do.