Delibot — AI Automation · Amorosi Labs | Amorosi Labs

What this proves

Capabilities backed by this system

Agent workflowsFull-stack engineeringRAG / memory / reranking

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Delibot

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Delibot

Delibot — Production Resilience

A full-stack WhatsApp e-commerce agent using a Tool-First Architecture to eradicate hallucinations.

AI ArchitectFull-Stack

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Delibot — Production Resilience

Proof

Why this matters

Production reliability: an LLM acts as an intent router selecting deterministic tools, so every operation is predictable and fact-based.

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Tool-First Architecture eliminates AI hallucinations in actions

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LLM as intent router selecting deterministic tools (e.g. AddToCart)

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Built under real friction

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RAG over product catalog with ChromaDB

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Deterministic cart/order operations persisted with SQLAlchemy

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Built under real friction

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Stack

Tool-First ArchitectureWhatsApp APIChromaDBSQLAlchemyPython

Architecture

How it's wired

Intent Router

Tool Registry

Catalog RAG

Cart Engine

WhatsApp Gateway

Flow

1Message
2Route intent
3Select tool
4Execute
5Reply

Evidence

Visual showcase

Founder note

From the builder

“Delibot proves Juan's anti-hallucination Tool-First Architecture for reliable production AI agents.”

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