Your WhatsApp. Your AI keys. Zero markups.
Use OpenAI, OpenRouter, AnythingLLM, or Smart Reply nodes in your automations. Smart Reply answers from workspace Knowledge with an AI provider you choose. Pay your LLM provider directly; we don't take a cut.
BYOLLM architecture
Your API keys. Your provider contract. Your model choice. We never proxy, meter, or markup.
Four AI nodes
OpenAI, OpenRouter, AnythingLLM, and Smart Reply, which retrieves workspace Knowledge passages for provider-generated answers.
Web scraping built in
Jina Reader or CSS selector modes. Feed fresh web content into your conversations without a backend.
Browser agent
Playwright + LLM combined. Automate multi-step tasks: check order status, submit forms, extract data.
Why BYOLLM matters
AI markups add up fast. Platforms that bundle AI charge 2–3× what you'd pay OpenAI directly, because they need margin on top of their infrastructure. BYOLLM eliminates that tax: you get our orchestration layer at a flat platform fee, and pay OpenAI (or anyone) at wholesale rates.
- No per-token markup from WapiSnap
- Switch models without changing automations
- Use private deployments when compliance demands it
AI with guardrails
AI makes chatbots useful; guardrails keep them sane. Our automation engine wraps every LLM call with hard limits: deterministic step counts, repeat-visit caps, cooldowns, and automatic halt on human takeover.
Frequently asked questions
What does BYOLLM mean?+
Bring Your Own LLM. Plug in your own API key for OpenAI, OpenRouter, or any OpenAI-compatible endpoint (including self-hosted AnythingLLM). We don't proxy, meter, or mark up AI calls; you pay your provider directly.
Which providers are supported out of the box?+
OpenAI (gpt-4, gpt-4o, etc.), OpenRouter (for Claude, Gemini, Llama, Mistral and hundreds more), and AnythingLLM (for local / private deployments). Smart Reply also supports custom OpenAI-compatible endpoints.
Can the AI actually browse the web?+
Yes. The Web Scrape node extracts content from any URL using Jina Reader or custom CSS selectors. The Browser Agent node combines Playwright with your LLM to complete interactive tasks: form fills, multi-step navigation, extractions.
What prevents the AI from running wild?+
Every automation run caps at 50 steps and limits repeat visits to the same node. AI nodes are just one step each, a runaway prompt loop can't spam your customer.
Do you store my AI prompts?+
Every automation run logs inputs and outputs for debugging (stored in your workspace only). Credentials are encrypted at rest with AES-256-GCM. If you need stricter retention policies, use a self-hosted LLM via AnythingLLM.
Your WhatsApp. Your AI. Your rules.
Join businesses automating WhatsApp without vendor lock-in.