Design multi-agent pipelines visually, manage every LLM from one place, test prompts live, and monitor every invocation — all inside TotalApp.
Pick an LLM, define prompt chains, wire in tools, and connect agents to any workflow — all in a visual canvas. Build reasoning, autonomous, and multi-modal agents in minutes.
Write, run, and compare prompts across any configured model in a live sandbox. Save successful templates for reuse as agent nodes — no copy-pasting between tools.
Every model call across every TotalApp screen is logged automatically — tokens consumed, tools called, latency, errors. One dashboard for all your AI activity.
Design, run, test, monitor, and extend AI agents without leaving TotalApp.
Design multi-step AI agents visually — pick LLM, wire prompt chains, attach tools, and export as reusable workflow nodes.
Manage every local and cloud LLM from one screen. Switch the active model for any agent or workflow with a single click.
Test and refine prompts in a live sandbox. Compare outputs across models side-by-side before wiring them into production agents.
Upload PDFs and text documents, convert to vector embeddings, and make them available to any agent node as RAG context.
Define each agent's character, capabilities, and constraints with detailed system prompts. Give agents consistent identities.
Define JSON Schema-based tools — database queries, API calls, file I/O, email — and wire them into any agent with one click.
Every AI call across every TotalApp screen is logged — tokens, latency, tool calls, and errors — in one unified dashboard.
Drop Standard, Reasoning, Autonomous, Multimodal, and Domain-specific agent nodes directly into any workflow.