First commit

2026-07-09 14:04:19 +00:00 · 2026-06-19 22:17:09 -03:00
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533 changed files with 75195 additions and 0 deletions
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--- a/docs/MODULAR_REMAP.md
+++ b/docs/MODULAR_REMAP.md
@@ -0,0 +1,28 @@
+# Modular Remap - Agent Framework OCI
+
+Esta entrega reorganiza o projeto para uma arquitetura corporativa modular, preservando o core existente e separando responsabilidades deployáveis.
+
+## Mapa de remanejamento
+
+| Origem | Destino |
+|---|---|
+| `agent_framework/` | `libs/agent_framework/` |
+| `agent_gateway/` | `apps/agent_gateway/` |
+| `channel_gateway/` | `apps/channel_gateway/` |
+| `agent_frontend/` | `apps/agent_frontend/` |
+| `agent_template_backend/` | `templates/backend/` |
+| `agent_template_backend_day_zero/` | `templates/backend_day_zero/` |
+| `mcp_servers/` | `mcp/servers/` |
+| `agent_certification_tests/` | `evals/certification/` |
+| `agent_framework_oci_evaluator/evaluator/` | `evals/offline/evaluator/` |
+
+## Novos componentes
+
+- `apps/ai_gateway`: camada de abstração e governança de modelos.
+- `apps/mcp_gateway`: camada de roteamento e governança de MCP servers.
+- `specs/`: documentação objetiva no formato Spec-Driven Development.
+- `deploy/k8s/`: manifests iniciais para componentes deployáveis.
+
+## Intenção arquitetural
+
+O framework permanece como núcleo reutilizável. A reorganização explicita fronteiras de responsabilidade e prepara a solução para governança, escala e operação corporativa.
--- a/docs/README_rag_samples.md
+++ b/docs/README_rag_samples.md
@@ -0,0 +1,55 @@
+# RAG Sample PDFs for agent_template_backend
+
+These PDF files are synthetic, searchable sample documents created to validate the RAG embedding and retrieval flow of `agent_template_backend`.
+
+## Files
+
+- `01_billing_agent_invoice_policy.pdf` - sample knowledge for `billing_agent`
+- `02_orders_agent_lifecycle_policy.pdf` - sample knowledge for `orders_agent`
+- `03_product_agent_catalog_policy.pdf` - sample knowledge for `product_agent`
+- `04_support_agent_sla_policy.pdf` - sample knowledge for `support_agent`
+- `05_business_context_rag_flow.pdf` - sample knowledge about BusinessContext, identity.yaml and MCP parameter mapping
+
+## How to use
+
+Copy the PDF files to the backend documentation directory:
+
+```bash
+mkdir -p agent_template_backend/docs/rag_samples
+cp *.pdf agent_template_backend/docs/rag_samples/
+```
+
+For a local smoke test, use:
+
+```env
+VECTOR_STORE_PROVIDER=sqlite
+EMBEDDING_PROVIDER=mock
+SQLITE_DB_PATH=./data/agent_framework.db
+RAG_TOP_K=4
+```
+
+Then run:
+
+```bash
+python scripts/generate_rag_embeddings.py \
+  --docs-dir ./agent_template_backend/docs/rag_samples \
+  --namespace default
+```
+
+For production-like semantic embeddings with OCI Generative AI, use:
+
+```env
+VECTOR_STORE_PROVIDER=autonomous
+EMBEDDING_PROVIDER=oci
+OCI_COMPARTMENT_ID=ocid1.compartment.oc1..xxxx
+OCI_REGION=us-chicago-1
+OCI_EMBEDDING_MODEL=cohere.embed-multilingual-v3.0
+```
+
+## Suggested retrieval test questions
+
+- What is a prorated charge?
+- When can the OrdersAgent open an exchange request?
+- Which SKU represents the AI Agents book?
+- What is the target response for a critical support ticket?
+- How does BusinessContext map customer_key to MCP tool parameters?
--- a/docs/docs_GLOBAL_SUPERVISOR_VALIDATION.txt
+++ b/docs/docs_GLOBAL_SUPERVISOR_VALIDATION.txt
@@ -0,0 +1,38 @@
+VALIDAÇÃO - GLOBAL SUPERVISOR
+
+Alterações implementadas:
+
+1. Framework
+- agent_framework.global_supervisor.models
+- agent_framework.global_supervisor.config
+- agent_framework.global_supervisor.session_store
+- agent_framework.global_supervisor.router
+- agent_framework.global_supervisor.client
+
+2. Novo serviço
+- agent_gateway/app/main.py
+- agent_gateway/app/settings.py
+- agent_gateway/config/backends.yaml
+- agent_gateway/README.md
+- agent_gateway/Dockerfile
+- agent_gateway/docs/ARQUITETURA_GLOBAL_SUPERVISOR.md
+
+3. Docker Compose
+- serviço agent-gateway adicionado na porta 8010.
+
+Validações executadas:
+
+- python3 -m compileall -q agent_framework/src/agent_framework/global_supervisor agent_gateway/app
+  Resultado: OK
+
+- Smoke test do roteamento híbrido:
+  Entrada 1: "Minha fatura veio alta" -> contas
+  Entrada 2: "e esse valor?" na mesma session_id -> contas por active_backend
+  Resultado: OK
+
+- Smoke test de import do app FastAPI:
+  from app.main import app, registry, router
+  Resultado: OK
+
+Observação:
+- O proxy SSE do gateway foi deixado como etapa futura. O endpoint /gateway/message/sse já roteia e encaminha como mensagem normal; para SSE fim-a-fim, pode-se implementar proxy de /gateway/events/{session_id} para o backend ativo.
--- a/docs/docs_VALIDATION_GUARDRAILS_IC.txt
+++ b/docs/docs_VALIDATION_GUARDRAILS_IC.txt
@@ -0,0 +1,5 @@
+VALIDATION REPORT - guardrails parallel fail-fast + observer IC
+Date: 2026-06-03
+
+compileall: OK
+smoke-tests: OK