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new feature: Integration with kbdb Autonomous

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T3782834
2026-08-26 10:15:51 -03:00
parent ac18d68eaf
commit faf5ca55ba
405 changed files with 2368 additions and 138 deletions
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70
Tuning-Performance/Transaction_Evidence/agent_template_backend/.env → Tuning-Performance/Transaction_Evidence/agent_template_backend/.env.example
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@@ -14,45 +14,38 @@ CORS_ORIGINS=http://localhost:5173,http://127.0.0.1:5173
# LLM - OCI Generative AI como provider principal
###############################################################################
# Opções: mock, oci_openai, oci_sdk, openai_compatible
LLM_PROVIDER=oci_sdk
LLM_PROVIDER=oci_openai
LLM_TEMPERATURE=0.2
LLM_MAX_TOKENS=2048
LLM_TIMEOUT_SECONDS=120
# OCI OpenAI-compatible endpoint
OCI_GENAI_BASE_URL=https://inference.generativeai.us-chicago-1.oci.oraclecloud.com
OCI_GENAI_BASE_URL=https://inference.generativeai.us-chicago-1.oci.oraclecloud.com/openai/v1
OCI_GENAI_MODEL=openai.gpt-4.1
OCI_GENAI_API_KEY=sk-ph3FgX6iP3fxAQCXb9IpPIDTadkeeYAWntUWhzcWysIM6zsS
OCI_GENAI_API_KEY=sk-ph3FgX6ph3FgX6ph3FgX6ph3FgX6ph3FgX6ph3FgX6
OCI_GENAI_PROJECT_OCID=
#OCI_GENAI_BASE_URL=https://pegruagntaiatenddev.pe.inference.generativeai.sa-saopaulo-1.oci.oraclecloud.com
#OCI_GENAI_MODEL=openai.gpt-4.1
#OCI_GENAI_API_KEY=
#OCI_GENAI_PROJECT_OCID=
# OCI_AUTH_MODE=config_file|instance_principal|resource_principal
OCI_AUTH_MODE=config_file
# OCI SDK / signer / profiles
OCI_CONFIG_FILE=~/.oci/config
OCI_PROFILE=LATINOAMERICA-Chicago
OCI_COMPARTMENT_ID=ocid1.compartment.oc1..aaaaaaaaexpiw4a7dio64mkfv2t273s2hgdl6mgfvvyv7tycalnjlvpvfl3q
OCI_PROFILE=DEFAULT
OCI_COMPARTMENT_ID=ocid1.compartment.oc1..aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
OCI_REGION=us-chicago-1
###############################################################################
# Persistência
###############################################################################
# Opções: memory, autonomous, mongodb
SESSION_REPOSITORY_PROVIDER=autonomous
MEMORY_REPOSITORY_PROVIDER=autonomous
CHECKPOINT_REPOSITORY_PROVIDER=autonomous
SESSION_REPOSITORY_PROVIDER=sqlite
MEMORY_REPOSITORY_PROVIDER=sqlite
CHECKPOINT_REPOSITORY_PROVIDER=sqlite
SQLITE_DB_PATH=./data/agent_framework.db
# Autonomous Database
ADB_USER=admin
ADB_PASSWORD=Moniquinha19721972
ADB_DSN=oradb23ai_high
ADB_WALLET_LOCATION=/mnt/d/Dropbox/ORACLE/LatinoAmerica/Wallet_ORADB23ai
ADB_WALLET_PASSWORD=Moniquinha1972
ADB_PASSWORD=fjhsdf04954hf
ADB_DSN=oradb23aidev_high
ADB_WALLET_LOCATION=/ORACLE/DEFAULT/Wallet_ORADB23aiDev
ADB_WALLET_PASSWORD=fjhsdf04954hf
ADB_TABLE_PREFIX=AGENTFW
# MongoDB - também pode representar Autonomous usando API compatível com Mongo, se habilitada no ambiente
@@ -66,10 +59,10 @@ ENABLE_REDIS_CACHE=false
###############################################################################
# RAG / Vector / Graph
###############################################################################
VECTOR_STORE_PROVIDER=autonomous
GRAPH_STORE_PROVIDER=autonomous
VECTOR_STORE_PROVIDER=sqlite
GRAPH_STORE_PROVIDER=sqlite
RAG_TOP_K=5
EMBEDDING_PROVIDER=oci
EMBEDDING_PROVIDER=mock
OCI_EMBEDDING_MODEL=cohere.embed-multilingual-v3.0
RAG_FILE_GLOBS=*.md,*.txt,*.yaml,*.yml,*.json
@@ -77,21 +70,14 @@ RAG_FILE_GLOBS=*.md,*.txt,*.yaml,*.yml,*.json
# Observabilidade
###############################################################################
ENABLE_LANGFUSE=true
# Opcional: verbose, compact
LANGFUSE_TRACE_MODE=compact
# Nome customizado do trace pai, ex.: backoffice.checklist.workflow ou backoffice.emulador.workflow
LANGFUSE_COMPACT_VISIBLE_EVENT_PREFIXES=AGA.,NOC., IC.
LANGFUSE_COMPACT_SUPPRESSED_PREFIXES=llm.chat_completion
LANGFUSE_IGNORE_HEALTHCHECKS=true
LANGFUSE_IGNORED_PATHS=/health,/ready,/metrics
LANGFUSE_PUBLIC_KEY=pk-lf-4a1e3921-5158-4fd3-a16d-7a77549fb312
LANGFUSE_SECRET_KEY=sk-lf-efc6fd59-c5ec-4858-b6ec-4aa129734915
LANGFUSE_TRACE_MODE=compact # Opcional: verbose, compact
LANGFUSE_PUBLIC_KEY=pk-lf-2f9da109-5b0f-4c78-b61d-9598ed787eba
LANGFUSE_SECRET_KEY=sk-lf-a4cb0cdd-f2ea-4468-9911-cebeb91ba944
LANGFUSE_HOST=http://localhost:3005
ENABLE_OTEL=false
OTEL_EXPORTER_OTLP_ENDPOINT=
OTEL_SERVICE_NAME=ai-agent-template
ENABLE_LANGFUSE_OPENAI_AUTO_INSTRUMENTATION=true
ENABLE_LANGFUSE_ANALYTICS_PUBLISHER=false
###############################################################################
# Analytics / Observer corporativo
@@ -99,7 +85,7 @@ ENABLE_LANGFUSE_ANALYTICS_PUBLISHER=false
# Quando true, AgentObserver publica eventos IC.*, NOC.* e GRL.* nos providers abaixo.
ENABLE_ANALYTICS=false
# Providers aceitos: oci_streaming,pubsub,noop
ANALYTICS_PROVIDERS=oci_streaming
ANALYTICS_PROVIDERS=pubsub
# Compatibilidade FIRST/TIM: pode informar AGENT_PUBSUB_TOPIC diretamente.
AGENT_PUBSUB_TOPIC=
GCP_PUBSUB_TOPIC_PATH=
@@ -162,6 +148,7 @@ ROUTE_STICKINESS_HISTORY_TURNS=2
ROUTE_STICKINESS_MAX_TOKENS=80
HUMAN_HANDOFF_MESSAGE=Vou encaminhar seu atendimento para uma pessoa.
END_SESSION_MESSAGE=Atendimento encerrado. Obrigado pelo contato.
SESSION_ALREADY_ENDED_MESSAGE=Este atendimento já foi encerrado. Inicie uma nova sessão para continuar.
###############################################################################
# MCP / Tools
@@ -169,13 +156,14 @@ END_SESSION_MESSAGE=Atendimento encerrado. Obrigado pelo contato.
ENABLE_MCP_TOOLS=true
MCP_SERVERS_CONFIG_PATH=./config/mcp_servers.yaml
TOOLS_CONFIG_PATH=./config/tools.yaml
TOOL_POLICIES_PATH=./config/tool_policies.yaml
MCP_TOOL_TIMEOUT_SECONDS=30
# router = EnterpriseRouter seleciona um agente; supervisor = pode acionar múltiplos agentes
ROUTING_MODE=router
# Usage/cost accounting
USAGE_REPOSITORY_PROVIDER=autonomous
USAGE_REPOSITORY_PROVIDER=sqlite
IDENTITY_CONFIG_PATH=./config/identity.yaml
MCP_PARAMETER_MAPPING_PATH=./config/mcp_parameter_mapping.yaml
@@ -192,6 +180,18 @@ MEMORY_SUMMARY_USE_LLM=true
MEMORY_INJECT_RECENT_MESSAGES=true
MEMORY_INJECT_SUMMARY=true
###############################################################################
# MCP Gateway
###############################################################################
# true = framework routes tool calls to the dedicated MCP Gateway.
# false = framework calls MCP servers directly from mcp_servers.yaml.
MCP_GATEWAY_ENABLED=true
MCP_GATEWAY_URL=http://localhost:8300
MCP_GATEWAY_TIMEOUT_SECONDS=60
# MCP_GATEWAY_TOKEN=
MCP_GATEWAY_AGENT_ID=telecom_contas
MCP_GATEWAY_TENANT_ID=default
###############################################################################
# LONG-TERM MEMORY
###############################################################################