New features: Route Stickness, Handoff, Clarification, Read-Only/Transactional, Long Term Memory

This commit is contained in:
2026-08-03 08:57:02 -03:00
parent e684b0ecc3
commit 8e414e4e26
604 changed files with 38978 additions and 402 deletions

69
.env
View File

@@ -22,30 +22,31 @@ LLM_TIMEOUT_SECONDS=120
# OCI OpenAI-compatible endpoint
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_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=sqlite
MEMORY_REPOSITORY_PROVIDER=sqlite
CHECKPOINT_REPOSITORY_PROVIDER=sqlite
SQLITE_DB_PATH=./data/agent_framework.db
SESSION_REPOSITORY_PROVIDER=autonomous
MEMORY_REPOSITORY_PROVIDER=autonomous
CHECKPOINT_REPOSITORY_PROVIDER=autonomous
# Autonomous Database
ADB_USER=admin
ADB_PASSWORD=Moniquinha1972
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
@@ -70,13 +71,16 @@ RAG_FILE_GLOBS=*.md,*.txt,*.yaml,*.yml,*.json
# Observabilidade
###############################################################################
ENABLE_LANGFUSE=true
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_TRACE_MODE=verbose # Opcional: verbose, compact
LANGFUSE_ROOT_SPAN_NAME=agent.gateway_message
LANGFUSE_LEGACY_IO_FALLBACK=true
LANGFUSE_PUBLIC_KEY=pk-lf-bd9b0c7e-2b8b-4e5b-a382-284a9b4413b3
LANGFUSE_SECRET_KEY=sk-lf-5f5cc18d-0bb5-424e-b5d0-cb3664d58c20
LANGFUSE_HOST=http://localhost:3005
ENABLE_OTEL=false
OTEL_EXPORTER_OTLP_ENDPOINT=
OTEL_SERVICE_NAME=ai-agent-template
ENABLE_LANGFUSE_OPENAI_AUTO_INSTRUMENTATION=true
###############################################################################
# Analytics / Observer corporativo
@@ -121,6 +125,9 @@ PROMPT_POLICY_PATH=./config/prompt_policy.yaml
# Gateway de canais
###############################################################################
DEFAULT_CHANNEL=web
# embedded = backend may parse simple/native channel payloads.
# external = backend only accepts GatewayRequest normalized by an external Channel Gateway.
FRAMEWORK_CHANNEL_INPUT_MODE=embedded
ENABLE_VOICE_ADAPTER=true
ENABLE_WHATSAPP_ADAPTER=true
ENABLE_TEXT_ADAPTER=true
@@ -134,21 +141,33 @@ ROUTING_CONFIG_PATH=./config/routing.yaml
# Em produção, costuma ser útil; em desenvolvimento, false evita custo e latência.
ENABLE_LLM_ROUTER=true
# Semantic route stickiness (optional).
# Uses a lightweight LLM profile to decide only CONTINUE vs ROUTE.
# There are no regexes or deterministic language rules.
ENABLE_ROUTE_STICKINESS=false
ROUTE_STICKINESS_LLM_PROFILE=route_continuity
ROUTE_STICKINESS_CONFIDENCE_THRESHOLD=0.90
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.
###############################################################################
# MCP / Tools
###############################################################################
ENABLE_MCP_TOOLS=true
MCP_SERVERS_CONFIG_PATH=./agent_template_backend/config/mcp_servers.yaml
TOOLS_CONFIG_PATH=./agent_template_backend/config/tools.yaml
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=sqlite
IDENTITY_CONFIG_PATH=./agent_template_backend/config/identity.yaml
MCP_PARAMETER_MAPPING_PATH=./agent_template_backend/config/mcp_parameter_mapping.yaml
USAGE_REPOSITORY_PROVIDER=autonomous
IDENTITY_CONFIG_PATH=./config/identity.yaml
MCP_PARAMETER_MAPPING_PATH=./config/mcp_parameter_mapping.yaml
# -----------------------------------------------------------------------------
# ConversationSummaryMemory / compressão de contexto conversacional
@@ -163,6 +182,18 @@ 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
###############################################################################