bugfix: max_tokens hardcoded
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@@ -1,250 +0,0 @@
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###############################################################################
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# AI AGENT PLATFORM - CONFIGURAÇÃO ÚNICA
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# Este arquivo é lido por Pydantic Settings no framework e no backend template.
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###############################################################################
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APP_NAME=ai-agent-template
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APP_ENV=local
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LOG_LEVEL=INFO
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API_HOST=0.0.0.0
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API_PORT=8000
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CORS_ORIGINS=http://localhost:5173,http://127.0.0.1:5173
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###############################################################################
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# LLM - OCI Generative AI como provider principal
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###############################################################################
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# Opções: mock, oci_openai, oci_sdk, openai_compatible
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LLM_PROVIDER=oci_sdk
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LLM_TEMPERATURE=0.2
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LLM_MAX_TOKENS=2048
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LLM_TIMEOUT_SECONDS=120
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# OCI OpenAI-compatible endpoint
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OCI_GENAI_BASE_URL=https://inference.generativeai.us-chicago-1.oci.oraclecloud.com
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OCI_GENAI_MODEL=openai.gpt-4.1
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OCI_GENAI_API_KEY=sk-ph3FgX6iP3fxAQCXb9IpPIDTadkeeYAWntUWhzcWysIM6zsS
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OCI_GENAI_PROJECT_OCID=
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#OCI_GENAI_BASE_URL=https://inference.generativeai.eu-frankfurt-1.oci.oraclecloud.com/openai/v1
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#OCI_GENAI_MODEL=ocid1.generativeaiendpoint.oc1.eu-frankfurt-1.amaaaaaad6nji3aa5fmicyft7qci6snu5idhwoomviehnsv4lrostzbmenkq
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#OCI_GENAI_API_KEY=sk-TB0OzfrhPLXbQTqZ4aKlrLpcgjHAcn11O1o8C4I4aPvWF0Vx
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#OCI_GENAI_PROJECT_OCID=
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# OCI_AUTH_MODE=config_file|instance_principal|resource_principal
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OCI_AUTH_MODE=config_file
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# OCI SDK / signer / profiles
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OCI_CONFIG_FILE=~/.oci/config
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OCI_PROFILE=LATINOAMERICA-Chicago
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OCI_COMPARTMENT_ID=ocid1.compartment.oc1..aaaaaaaaexpiw4a7dio64mkfv2t273s2hgdl6mgfvvyv7tycalnjlvpvfl3q
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OCI_REGION=us-chicago-1
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###############################################################################
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# Persistência
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###############################################################################
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# Opções: memory, autonomous, mongodb
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SESSION_REPOSITORY_PROVIDER=autonomous
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MEMORY_REPOSITORY_PROVIDER=autonomous
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CHECKPOINT_REPOSITORY_PROVIDER=autonomous
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# Autonomous Database
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ADB_USER=admin
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ADB_PASSWORD=Moniquinha19721972
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ADB_DSN=oradb23ai_high
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ADB_WALLET_LOCATION=/mnt/d/Dropbox/ORACLE/LatinoAmerica/Wallet_ORADB23ai
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ADB_WALLET_PASSWORD=Moniquinha1972
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ADB_TABLE_PREFIX=AGENTFW
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# MongoDB - também pode representar Autonomous usando API compatível com Mongo, se habilitada no ambiente
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MONGODB_URI=mongodb://mongo:mongopassword@localhost:27017
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MONGODB_DATABASE=agent_platform
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# Redis
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REDIS_URL=redis://localhost:6379/0
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ENABLE_REDIS_CACHE=false
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###############################################################################
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# RAG / Vector / Graph
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###############################################################################
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VECTOR_STORE_PROVIDER=autonomous
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GRAPH_STORE_PROVIDER=autonomous
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RAG_TOP_K=5
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EMBEDDING_PROVIDER=oci
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OCI_EMBEDDING_MODEL=cohere.embed-multilingual-v3.0
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RAG_FILE_GLOBS=*.md,*.txt,*.yaml,*.yml,*.json
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###############################################################################
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# Observabilidade
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###############################################################################
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ENABLE_LANGFUSE=true
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# Opcional: verbose, compact
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LANGFUSE_TRACE_MODE=compact
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# Nome customizado do trace pai, ex.: backoffice.checklist.workflow ou backoffice.emulador.workflow
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LANGFUSE_COMPACT_VISIBLE_EVENT_PREFIXES=AGA.,NOC., IC.
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LANGFUSE_COMPACT_SUPPRESSED_PREFIXES=llm.chat_completion
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LANGFUSE_IGNORE_HEALTHCHECKS=true
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LANGFUSE_IGNORED_PATHS=/health,/ready,/metrics
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LANGFUSE_PUBLIC_KEY=pk-lf-4a1e3921-5158-4fd3-a16d-7a77549fb312
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LANGFUSE_SECRET_KEY=sk-lf-efc6fd59-c5ec-4858-b6ec-4aa129734915
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LANGFUSE_HOST=http://localhost:3005
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ENABLE_OTEL=false
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OTEL_EXPORTER_OTLP_ENDPOINT=
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OTEL_SERVICE_NAME=ai-agent-template
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ENABLE_LANGFUSE_OPENAI_AUTO_INSTRUMENTATION=true
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ENABLE_LANGFUSE_ANALYTICS_PUBLISHER=false
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###############################################################################
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# Analytics / Observer corporativo
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###############################################################################
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# Quando true, AgentObserver publica eventos IC.*, NOC.* e GRL.* nos providers abaixo.
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ENABLE_ANALYTICS=true
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# Providers aceitos: oci_streaming,pubsub,noop
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ANALYTICS_PROVIDERS=pubsub
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# Compatibilidade FIRST/TIM: pode informar AGENT_PUBSUB_TOPIC diretamente.
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AGENT_PUBSUB_TOPIC=teste_pubsub
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PUBSUB_TOPIC_PATH=projects/project-7f829b68-bf43-442c-ad3/topics/teste_pubsub
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PROJECT_ID=project-7f829b68-bf43-442c-ad3
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GCP_PUBSUB_TOPIC_PATH=projects/project-7f829b68-bf43-442c-ad3/topics/teste_pubsub
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GCP_PROJECT_ID=project-7f829b68-bf43-442c-ad3
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GCP_PUBSUB_TOPIC=teste_pubsub
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GCP_PUBSUB_TIMEOUT_SECONDS=30
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# Credencial GCP segue padrão Google:
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GOOGLE_APPLICATION_CREDENTIALS=/mnt/d/Dropbox/ORACLE/TIM/FY27/Testes/sa-hoshikawa.json
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PUBSUB_SEQUENCE_ENABLED=true
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PUBSUB_SEQUENCE_PROVIDER=mongodb
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#PUBSUB_SEQUENCE_MONGODB_URI=mongodb://mongo:mongopassword@localhost:27017
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#PUBSUB_SEQUENCE_MONGODB_DATABASE=agent_platform
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PUBSUB_SEQUENCE_MONGODB_URI=mongodb://ADMIN:Moniquinha1972@srlrz1eg.adb.sa-saopaulo-1.oraclecloudapps.com:37017/ADMIN?authMechanism=PLAIN&authSource=$external&ssl=true&retryWrites=false&loadBalanced=true
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PUBSUB_SEQUENCE_MONGODB_DATABASE=ADMIN
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PUBSUB_SEQUENCE_MONGODB_COLLECTION=observer_event_counters
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PUBSUB_SEQUENCE_TTL_SECONDS=86400
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PUBSUB_SEQUENCE_KEY_PREFIX=observer:sequence
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PUBSUB_SEQUENCE_MEMORY_FALLBACK=false
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SIMULATE_AGA_MISSING_TRANSACTION_ID=true
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###############################################################################
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# OCI Streaming
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###############################################################################
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ENABLE_OCI_STREAMING=false
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OCI_STREAM_ENDPOINT=
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OCI_STREAM_OCID=
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OCI_STREAM_PARTITION_KEY=agent-events
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###############################################################################
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# Guardrails, Judges, Supervisor
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###############################################################################
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ENABLE_INPUT_GUARDRAILS=true
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ENABLE_OUTPUT_GUARDRAILS=true
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ENABLE_JUDGES=true
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ENABLE_SUPERVISOR=true
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ENABLE_OUTPUT_SUPERVISOR=true
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ENABLE_PARALLEL_GUARDRAILS=true
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GUARDRAILS_FAIL_FAST=true
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OUTPUT_SUPERVISOR_MAX_RETRIES=3
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GUARDRAILS_CONFIG_PATH=./config/guardrails.yaml
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JUDGES_CONFIG_PATH=./config/judges.yaml
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PROMPT_POLICY_PATH=./config/prompt_policy.yaml
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###############################################################################
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# Gateway de canais
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###############################################################################
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DEFAULT_CHANNEL=web
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# embedded = backend may parse simple/native channel payloads.
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# external = backend only accepts GatewayRequest normalized by an external Channel Gateway.
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FRAMEWORK_CHANNEL_INPUT_MODE=embedded
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ENABLE_VOICE_ADAPTER=true
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ENABLE_WHATSAPP_ADAPTER=true
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ENABLE_TEXT_ADAPTER=true
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#################################################
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# ENTERPRISE ROUTING
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#################################################
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# Arquivo YAML com intents, keywords, políticas de estado e fallback.
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ROUTING_CONFIG_PATH=./config/routing.yaml
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# true = usa LLM para classificar quando keywords/estado não resolverem.
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# Em produção, costuma ser útil; em desenvolvimento, false evita custo e latência.
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ENABLE_LLM_ROUTER=true
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# Semantic route stickiness (optional).
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# Uses a lightweight LLM profile to decide only CONTINUE vs ROUTE.
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# There are no regexes or deterministic language rules.
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ENABLE_ROUTE_STICKINESS=true
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ROUTE_STICKINESS_LLM_PROFILE=route_continuity
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ROUTE_STICKINESS_CONFIDENCE_THRESHOLD=0.90
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ROUTE_STICKINESS_HISTORY_TURNS=2
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ROUTE_STICKINESS_MAX_TOKENS=80
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HUMAN_HANDOFF_MESSAGE=Vou encaminhar seu atendimento para uma pessoa.
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END_SESSION_MESSAGE=Atendimento encerrado. Obrigado pelo contato.
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###############################################################################
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# MCP / Tools
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###############################################################################
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ENABLE_MCP_TOOLS=true
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MCP_SERVERS_CONFIG_PATH=./config/mcp_servers.yaml
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TOOLS_CONFIG_PATH=./config/tools.yaml
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MCP_TOOL_TIMEOUT_SECONDS=30
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# router = EnterpriseRouter seleciona um agente; supervisor = pode acionar múltiplos agentes
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ROUTING_MODE=router
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# Usage/cost accounting
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USAGE_REPOSITORY_PROVIDER=autonomous
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IDENTITY_CONFIG_PATH=./config/identity.yaml
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MCP_PARAMETER_MAPPING_PATH=./config/mcp_parameter_mapping.yaml
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# -----------------------------------------------------------------------------
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# ConversationSummaryMemory / compressão de contexto conversacional
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# -----------------------------------------------------------------------------
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ENABLE_CONVERSATION_SUMMARY_MEMORY=true
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MEMORY_CONTEXT_STRATEGY=summary
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MEMORY_HISTORY_LIMIT=80
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MEMORY_RECENT_MESSAGES_LIMIT=8
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MEMORY_SUMMARY_TRIGGER_MESSAGES=20
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MEMORY_MAX_SUMMARY_CHARS=6000
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MEMORY_SUMMARY_USE_LLM=true
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MEMORY_INJECT_RECENT_MESSAGES=true
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MEMORY_INJECT_SUMMARY=true
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###############################################################################
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# LONG-TERM MEMORY
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###############################################################################
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ENABLE_LONG_TERM_MEMORY=true
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LONG_TERM_MEMORY_PROVIDER=sqlite
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LONG_TERM_MEMORY_SQLITE_PATH=./data/agent_framework.db
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LONG_TERM_MEMORY_TABLE=agentfw_long_term_memory
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# For Autonomous/Oracle, defaults to ${ADB_TABLE_PREFIX}_LONG_TERM_MEMORY
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# LONG_TERM_MEMORY_ORACLE_TABLE=AGENTFW_LONG_TERM_MEMORY
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LONG_TERM_MEMORY_MAX_CONTEXT_ITEMS=20
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LONG_TERM_MEMORY_MIN_CONFIDENCE=0.70
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LONG_TERM_MEMORY_AUTO_EXTRACT=true
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LONG_TERM_MEMORY_INJECT_CONTEXT=true
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###############################################################################
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# RAG provider selection (mutually exclusive at runtime)
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###############################################################################
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# standard = RAG original do agent_framework_oci (default, backward compatible)
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# kbdb = KBDB enterprise via PKG_KB_SERVING.SEARCH_KNOWLEDGE_BASE
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RAG_PROVIDER=kbdb
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# Somente usados quando RAG_PROVIDER=kbdb. Se vazios, credenciais caem para ADB_*.
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KBDB_DB_USER=KB_USER
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KBDB_DB_PASSWORD=SuperStr0ngPa##w0rd
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KBDB_DB_DSN=kbdb_public_high
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KBDB_DB_WALLET_LOCATION=/mnt/d/Dropbox/ORACLE/TIM/FY27/kb/Wallet_kbdb
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KBDB_DB_WALLET_PASSWORD=SuperStr0ngPa##w0rd
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KBDB_SEARCH_TYPE=hybrid
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KBDB_NODE_EXPANSION=true
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KBDB_NODE_MAX_RELATED=8
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KBDB_GRAPH_CROSS_REF=false
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KBDB_MAX_CROSS_REF_HOPS=1
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KBDB_DOCUMENT_TYPE=customer_safe
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KBDB_METADATA_JSON=
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KBDB_MIN_SCORE=0.5
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KBDB_IDENTIFY_DOCUMENT=true
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KBDB_STORE_QUERY=true
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KBDB_IDENTIFY_TOP_N=3
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Binary file not shown.
@@ -15,11 +15,17 @@ profiles:
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temperature: 0
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max_tokens: 80
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timeout_seconds: 5
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processing_interruption_classifier:
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provider: oci_openai
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model: openai.gpt-4.1-mini
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temperature: 0
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max_tokens: 8
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timeout_seconds: 5
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router:
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provider: oci_openai
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model: openai.gpt-4.1
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temperature: 0
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max_tokens: 500
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max_tokens: 768
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guardrail:
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provider: oci_openai
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model: openai.gpt-4.1
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@@ -15,11 +15,17 @@ profiles:
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temperature: 0
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max_tokens: 80
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timeout_seconds: 5
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processing_interruption_classifier:
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provider: oci_openai
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model: openai.gpt-4.1-mini
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temperature: 0
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max_tokens: 8
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timeout_seconds: 5
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router:
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provider: oci_openai
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model: openai.gpt-4.1
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temperature: 0
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max_tokens: 500
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max_tokens: 768
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guardrail:
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provider: oci_openai
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model: openai.gpt-4.1
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