Astro + FastAPI · AI infrastructure
I build reference-grade service pages and intelligent bots on Astro + FastAPI. AI websites with databases and dashboards, RAG assistants trained on your data, and Telegram bots tailored to your needs—all connected to CRM and internal systems and communicating with clients like a top manager that never sleeps.
Your RAG-powered agent never sleeps. It processes 100% of requests, night or weekend, qualifies clients on your knowledge base, and pushes the hot lead into CRM. Your sales team starts the day with ready-to-close deals instead of inbox triage.
Astro + FastAPI AI sites · Top SEO & AI search
I craft sites that are aligned with SEO and AI search from the start: clean HTML on Astro, islands architecture, structured data, and AIO blocks. On top of that sits your product and design plus a dedicated AI layer.
From a simple selling landing to a full infrastructure with dashboards and access controls.
Pages do not duplicate the same copy just for SEO—RAG pulls facts from one knowledge base. Update prices or terms and both the AI site and chat answer using the fresh data without manual rewrites.
// rag-content.config.ts
sources = [
"content/uslugi/**.mdx",
"content/faq/**.md",
"storage/docs/**.pdf",
]
rag.index({
project: "my-project",
filters: ["ru", "prod"],
})The AI chat works with databases and dashboards. When a user logs in, the assistant shows order status, requests, plans, and personal terms directly in the conversation—no manual dashboard search.
// fastapi + rag-chat
@app.post("/api/chat")
async def chat(q: ChatQuery, user: User) {
ctx = rag.build_context(user.id)
return chat_model.reply(q.text, ctx)
}A stack built for top speed and SEO: Astro delivers pure HTML, FastAPI handles APIs and RAG, and caching plus separate bundles keep the site lightweight. Ready for traditional SEO and future AI search engines.
// astro.config.mjs
export default defineConfig({
output: "static",
integrations: [sitemap()],
})
Unified AI module for business
The AI module gathers data from the website, chat, CRM, and messengers into one customer profile. History of requests, orders, statuses, and behavior feed into each response in real time to speed up replies, boost conversion, and keep communication consistent.
Pricing
Telegram bot (Aiogram) that works 24/7.
Answers questions instantly (RAG), qualifies prospects, and pushes warm leads to CRM or a manager.
You stop losing clients who write at night or refuse to wait.
An Astro site with guaranteed Core Web Vitals > 90.
Attract organic traffic and convert it with a built-in RAG chat (AI expert on your services/products).
Top rankings and an autonomous “seller” on the site trained on your data.
Custom development (ai_gateway, leads_service) on FastAPI.
Connect the site, CRM, messengers, and internal databases. AI analyzes, routes, and supports decisions.
Full automation and one control center for data and communication.
Didn't find your scenario? Prices are quoted “from” and depend on integration complexity.
Discuss the project and get an exact estimate (Currencies: RUB | USD)
FAQ
Google ranks sites by speed. WordPress and Tilda cannot guarantee Core Web Vitals > 90, but Astro can. It is a static-first technology that outputs clean HTML. The result: a technically perfect site that search engines love by default. That’s the foundation for dominating search.
No. ChatGPT hallucinate. My rag_service (Retrieval-Augmented Generation) is an AI expert trained only on your documents (PDFs, manuals, .md). It answers strictly with facts from your knowledge base and never adds fluff. It’s an autonomous teammate.
Instantly, through APIs. My FastAPI-based leads_service acts as an industrial connector. It captures the request, validates it, and pushes it to your CRM (Bitrix24, HubSpot) or directly to WhatsApp (wa_service). No manual forwarding.
Nobody. The architecture is isolated: RAG: Your knowledge base lives in a private vector store. The AI model only accesses that store. API: All endpoints (chat_api, api) are protected with tokens and Pydantic validation. Infrastructure: Each service runs in a separate Docker container to prevent leaks.
AI funnel (bot): from 3 working days. Speedy AI site (Astro + RAG): 1-3 weeks. Enterprise integration (API + CRM): from 2 weeks due to syncing with your current infrastructure.
We work in 1-2 week sprints. You pay for the tangible result of each stage (e.g., “ai_gateway deployed” or “RAG index launched”). You accept the work and we kick off the next sprint. This gives you 100% budget control.
