Upload your product docs to BizNode's knowledge base. Your Telegram bot instantly answers customer questions from your own data

#biznode #ai #automation #business

Stop paying for SaaS subscriptions and build an autonomous AI business operator that lives entirely on your own machine. BizNode is a decentralized, self-hosted infrastructure designed to run local LLMs, manage customer data, and handle marketing automation without ever connecting to the public cloud or sharing private information with third-party APIs. The core philosophy here is radical privacy combined with practical autonomy: you install once, pay once (or subscribe only if you choose the pro tiers), and your business logic runs forever in local Docker containers on localhost.

At its heart lies a robust PostgreSQL CRM that acts as your persistent memory store. Unlike traditional NoSQL solutions that lose context when schemas change or require complex migrations every time your data model evolves, BizNode uses relational integrity to track interactions from first lead contact through final settlement. Every interaction is stored with high fidelity, tagged by source channel, customer lifetime value, and conversion stage. This database serves as the anchor for a semantic memory engine powered by Qdrant Vector Database, which implements Retrieval Augmented Generation (RAG) patterns directly on your hardware. When you need insights, BizNode queries vector embeddings against this local index rather than fetching data from an external knowledge graph.

The most immediate benefit is the Telegram AI bot that operates 24/7 using Qwen3.5 via Ollama locally installed in your Docker Compose stack. This isn't a generic chatbot; it understands your proprietary documentation because those files are indexed within your local RAG system. When you upload your product docs to BizNode, the system creates vectors for every section of your guide so that when @biznode_bot encounters even the most specific technical question from a potential client on Telegram, it retrieves relevant passages and generates accurate responses without hallucinations or reliance on external API keys. This reduces friction in lead capture by an order of magnitude since customers get instant answers before they need to book a call.

From a development perspective, setting up the infrastructure is straightforward through automated deployment scripts that manage dependencies like Qdrant for memory indexing and Ollama for model inference. The architecture isolates sensitive data within your network boundary entirely controlled by you via environment variables and local configuration files rather than global secrets in cloud provider consoles. You can customize interaction flows with custom webhook handlers triggering email follow-up sequences automatically when a lead status changes, ensuring high conversion rates while keeping the logic completely on-premises for security compliance reasons such as HIPAA or GDPR mandates where data residency matters.

For developers looking to scale beyond single-instance setups without paying enterprise prices, BizNode offers tiered pricing structures ranging from $20 API-hosted options that still require zero installation of Docker containers at your end compared to full-stack local builds. These free-tier alternatives route traffic through managed services while maintaining the same underlying logic for users who prefer running everything locally on their own hardware or VMs starting around $200 in subscription costs per unit depending on handle limits up to 5000 handles