Passo 1
Upload docs
Send PDFs, pages and internal knowledge base.
Journey: step 1 of 3
Q3 2026 - Coming soon
Trusted Generative AI. RAG optimized for Portuguese.
Trusted generative AI for Portuguese with private data.
If you are new to automation: here you can understand what this service does, real examples, and how to start in minutes.
Coming soon (Q3 2026)
RAG & Vector DB
Supports up to 32k-token contexts
What is RAG?
RAG combines LLMs with your own data for more accurate and auditable answers.
Documents become embeddings and are retrieved before final response generation.
This reduces hallucinations, improves context control and boosts PT-BR quality.
Mesmo sem equipe técnica, você consegue começar com um ambiente pronto e orientação passo a passo.
How it works
Passo 2
Chunking + Embeddings
Prepare semantic search index.
Passo 3
Query + Response
Vector retrieval + grounded generation.
POST /rag/query {"question":"What is the SLA?"}Real-world use cases
Enterprise virtual assistants
Exemplo do dia a dia
Support bots powered by private data.
Semantic search in documents
Exemplo do dia a dia
Find answers without manual file scanning.
Context-aware chatbots
Exemplo do dia a dia
Reliable answers grounded in company data.
AutomaBotHub RAG vs market options
| Metric | AutomaBotHub | OpenAI Assistants | Pinecone stack |
|---|---|---|---|
| Privacy | Dedicated environment | External SaaS | Architecture-dependent |
| PT-BR support | Specialized | Generic | Generic |
| Complexity | Low | Medium | High |
| Status | Q3 2026 | Available | Available |
Planned launch
Q3 2026
Coming soon
Sign up for early access updates.
Flow mockups
Ingestion pipeline
Visualização do fluxo
Trigger
Ingestion pipeline
Output
Upload → chunking → embeddings → index.
Query dashboard
Visualização do fluxo
Trigger
Query dashboard
Output
Question, retrieved context and final answer.
Frequently asked questions
Which LLM model is used?
The architecture supports multiple providers based on use case.
Is my data private?
Yes, isolation and access governance are core requirements.
Can I use Portuguese documents?
Yes, PT-BR quality is a key goal.
How does pricing work?
Pricing details will be announced near launch.
Trusted Generative AI. RAG optimized for Portuguese.
Trusted generative AI for Portuguese with private data.
No complexity: pick a plan, we provision the environment, and you start with practical guidance.