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GenAI, Chatbots & Agents

Use AI for website automation, chatbots, assistants, and content generation. Services Offered Work Analysis: Identify if and where LLMs can improve your workflows RAG (Retrieval-Augmented Generation) Systems: Build intelligent chatbots that can access and reason over your company’s knowledge base, documentation, and data AI Agents: Create autonomous agents capable of performing complex tasks, making decisions, and interacting with users naturally Custom Chatbot Development: Design and implement conversational interfaces tailored to your business needs LLM Integration: Connect your applications with powerful language models (OpenAI, Anthropic Claude, or open-source models) Prompt Engineering: Craft effective prompts and conversation flows for optimal AI performance Vector Databases: Set up and optimize vector databases for semantic search and retrieval Technologies & Tools LLMs: OpenAI GPT, Anthropic Claude, Llama, Mistral, and other open-source LLMs Frameworks: LangChain Low-code Platforms: n8n Vector Databases: ChromaDB, Qdrant Deployment: Docker, AWS, VPS, or serverless architectures Why Choose This Service?

SEO tools

Status: Under active development On-page SEO analyzer and site auditor. Crawls websites to surface metadata, content, and technical SEO issues, with AI/GenAI content readiness checks. Key features Crawlee + Playwright crawler extracting SEO meta tags, structured data (JSON-LD/microdata), and AI-indexing metadata Reports: Markdown SEO audit, title/meta-description issue lists, 404 and broken-link checks, empty-href scan Optional LLM-powered title/meta-description fix suggestions (OpenAI-compatible, incl. local models) MCP server exposing crawl and report tools to AI agents, plus an SEO-consultant persona Smart incremental crawling, sitemap discovery, and configurable rate limiting Dockerized stack; English and Czech report output Source: https://github.

OSINT tools

Status: Under active development AI-orchestrated OSINT investigation platform. Plans and executes multi-step intelligence cases — collecting evidence, generating reports, and maintaining a persistent knowledge wiki. Key features LLM-driven case orchestrator: auto-plans queries, runs tools, writes structured reports 15+ lookup scripts: RDAP, WHOIS, Shodan, ARES, LinkedIn/Apify, VIN, username recon, web fingerprinting, Czech public registries, media monitoring MCP-exposed tools: plan, investigate, run single tool, case status, wiki lookup/ingest Persistent LLM wiki for cross-case knowledge retention Optional Kali MCP pentest server for authorized active recon Dockerized stack with OpenClaw gateway; works locally or with cloud LLMs Source: https://github.

ClawBot – Agentic Ops Manager (IronClaw)

Status: Active development ClawBot is an agentic Ops Manager built on IronClaw. It orchestrates a team of specialized agents behind a unified MCP gateway, handling weekly SEO audits, daily OSINT monitoring, real-time support, and automatic knowledge base updates. It also manages the onboarding of new e-commerce stores and keeps Drupal and Hugo content in sync. Key features Unified MCP gateway with 20+ tools (RAG CMS, SEO crawler, OSINT, Sales) Scheduled tasks: weekly SEO audits, daily OSINT monitoring, and daily support gap analysis CMS/RAG integration: Drupal content synchronized with the knowledge base Automation: background tasks, reminders, and Canvas previews Docker-based stack for both local development and CI

AI Helpers for Content Management

Status: Production The client has a content management system for multiple websites. Article authors previously had to manually fill in the SEO title and description, make corrections, search for synonyms, translate text, and perform other text-related tasks. I proposed and developed AI assistants that perform specific operations with a single click of a button. Key features One-click AI-powered SEO autofill: titles, descriptions, and metadata Grammar checking and text corrections Synonym suggestions and text improvements Automated translation between languages Custom prompt-defined text operations via configurable buttons Helped authors write articles faster and with higher quality