Skip to content
symfonic-core
symfonic.memory.retrieval
Initializing search
symfonic-core on PyPI
Home
Start Simple
Capabilities
Runtime Services
Platform
Integrations
Low-Level Core
Migrating
Reference
symfonic-core
symfonic-core on PyPI
Home
Start Simple
Start Simple
The Simple Agent
Quickstart
Scaffold a Project
Agent Regression Evals
Synthetic Error Recovery
Store Starter Walkthrough
Scaffolded Projects Are Runtime Apps
The Full Agent (SymfonicAgent)
Examples
Examples
Index
minimal_agent
basic_agent
tool_agent
skill_agent
sub_agents
memory_agent
prompt_blocks
block_boundaries
prompt_sections_lab
real_agent
demo_app
full_demo
Capabilities
Capabilities
Tools
Tools
Writing Tools
Tool-Call Policy
Hard-Lever Tools
Lazy Tooling
Intent & Tool Routing
Tool-Call Dispatch Rewriter
Tool-Call Steering & Guards
Tool Output Offload
Handling Large Data
Prompt & Context
Prompt & Context
Prompt Blocks
Standing-Context Blocks
Cache Tier Tradeoffs
Native Cache Composition
Procedural Shadow Inheritance
Memory (HMS)
Memory (HMS)
Memory (5-Pentad)
Memory & Persistence
Autonomous Learning
HMS Budgets
Node-Class Durability
Scorer on the Hot Path
Knowledge & Documents
Knowledge & Documents
Attachment Extraction
Authored Skills
Delegation & Human Interaction
Delegation & Human Interaction
Sub-agents (Delegation)
Safety & Governance
Safety & Governance
Fabrication Detection
State Predicate Preconditions
Selective Metacognition Gating
Runtime Services
Runtime Services
Conversation Managers
Conversation Persistence
Consolidation & Deep Sleep
Consolidate Without Hydrate
Deep Sleep Phases
Cost Tracking
Platform
Platform
Production
Production Adopter Pattern
Production Runbook
Fallback Deployment Evidence
PostgreSQL Edge Index Cutover
PostgreSQL Edge Guard Measurement
PostgreSQL Edge Lock Order Follow-up
PostgreSQL Pending Index Rollout
PostgreSQL Claim Record Index Rollout
PostgreSQL Eligible Candidate Index Rollout
PostgreSQL Scan Bound Contract
PostgreSQL Chunked Content Erasure Rollout
Disposable PostgreSQL Dedup Contention
Staging Corpus Preparation
Synthetic Pair Projection
Hierarchical Tenant Scope
State-Scope Mismatch
HTTP API Reference
Budgeted Native Stream Pricing
Integrating into an Application
Corpus Scrub (Privacy)
Native Privacy Composition
Integrations
Integrations
Model Providers
Model Providers
Model Providers
Model Routing
Model Tuning (Length & Sampling)
Per-Dispatch Model Resolver
Role Models
Subscription OAuth Providers
LLM Timeouts
Storage Backends
Storage Backends
Mongo Atlas Vector Search
Mongo Vector Search
Extensions & Observability
Extensions & Observability
Plugins & Domains
Streaming & Callbacks
Low-Level Core
Low-Level Core
Architecture
Dependency Injection (BaseAgentDeps)
Streaming Events
Structured Output
React Loop Termination
Research Foundations
Migrating
Migrating
Moving to 11.0
SymfonicAgent Public API Transition
Agent Admission Matrix
Agent Outcome Profiles
Agent Transition Decision Dossiers
CORE-135 Working Window Config
Ledger Blocker Ownership
FastAPI Composition Roots
Legacy HTTP Factory Migration
Kernel Fallback Telemetry
Capability-Architecture Migration
Legacy Default Parity
Extraction Prompt Migration
Feature Preservation Reference
v11 Feature Preservation Supersession
Feature Preservation Matrix
Public Journey Evidence
Preservation Release Evidence
Migrate 8.x to 9.x
Migrate 6.x to 7.x
Troubleshooting
Reference
Reference
Feature Catalog
CI Cache Measurement
v8 Roadmap
Changelog
API Reference
API Reference
symfonic
symfonic
agent
agent
attachments
attachments
errors
extractors
authority
backend
backend
binding
cache_binding
contributed_tools
conversation
linked_selection_spans
messages
model
plan
plan_digest
provider_history
receipt_selection
reply_receipts
response
result_recall
result_setup
result_wire
selection_spans
structured_plan
terminal_synthesis
tool_adapters
tool_ids
tools
transcript
turn_observation
wire_view
builder
checkpointer
checkpointer
factory
serde
cli
cli
init_command
main
config
config_migration
config_migration
baseline
force_lever
governance_contract
governance_surfaces
guards
lifecycle_contract
lines
pause_surfaces
prompt_assembly_policy
retired_settings
rounds
settings_contract
configuration
configuration
base
capabilities
compat
compat
adapter
fragments
mapping
models
runtime_memory
services
state
context
injected_orchestrator
integrations
memory
normalized
normalizer
prompt
provenance
runtime
serialization
services
validation
context
context
jit
protocol
stratified
conversation
conversation_reader
cutover
cutover
admission_row
admission_surfaces
arguments
authorised
authority
baseline
budget
bundle
capability_labels
compat_extraction
completeness
config_retirement
container_semantics
continuation
continuation_admission
continuation_guard_gap
continuation_redemption_removed
continuation_removal_refusals
continuation_window
continuation_window_admission
continuation_window_line
continuation_window_refusals
criteria
default_admission
delegate
delegation
diagnostics
dispatch_outcomes
domain_fields
envelope
errors
extension_tools
extensions
fallback_reason
force_lever
fragments
governance_contract
governance_surfaces
guardrails
injections
kernel_resume
lazy_palette
legacy_pin
lifecycle_contract
lifecycle_refusals
memory_admission
memory_consolidation_rows
memory_fold
memory_orchestrator_rows
memory_retrieval_rows
memory_rows
memory_surfaces
messages
observability
orchestrator_policy
orchestrator_settings
pause_admission
pause_policy
pause_surfaces
plugin_providers
policy
process
projection
prompt_assembly_policy
prompt_block_contract
prompting_rows
prompting_surfaces
registers
rehydration
retired_settings
retirement
rounds
route_attempt_event
route_attempts
routes
run_observability
settings_contract
switchboard
tool_names
tool_result_surfaces
tools_surfaces
turn_effects
turn_request
typed_close_state
typed_interrupts
typed_projection
typed_route
domain
entry_point_removal
errors
facade
facade_args
facade_cache
facade_continuation
facade_dispatch
facade_instrumentation
facade_model
facade_prepare
facade_terminal
facade_turn
facade_types
factory
fastapi
fastapi
authgate
budget_dep
chat_owner
conversation_http
dependencies
dependencies_resolver
graph_maintenance_audit
graph_maintenance_router
graph_neighborhood
graph_router
identity
memory_create_handlers
memory_create_helpers
memory_create_models
memory_create_router
metrics_router
native_chat
native_resume
native_stream
native_stream_guard
native_typed_stream
router
shared_chat
shared_metrics
shared_resume
shared_resume_guard
shared_resume_turn
shared_stream
shared_turn
shared_typed_stream
tenant_privacy_export
tenant_privacy_router
transport
transport
codec
error_mapper
frames
http
policies
sse
typed_event_codec
history_trim
hygiene
invocation
message_usage
middleware
middleware
citation_default
confidence
critic_gate
events
fabrication
fabrication_events
fabrication_wiring
interrupt_minter
metacognitive
pause_token
pause_token_store
pause_token_store_backends
native_pause_events
observability
postgres_receipt_reconciliation
preflight_l1
presentation_stream
presented_agent
prompt_budget
prompts
prompts
db_section
extraction_prompt
jit_manifest
ports
stratigraphic
stratigraphic_layers
system_prompt
templates
receipt_activation
receipt_adoption
receipt_configuration
receipt_dispatch
receipt_history
receipt_reconciliation
recursion_exhausted
reply_presentation
response_messages
response_presentation
response_projection
result_policy
retired_configuration
scheduler
sessions
stream_contract
stream_usage_contract
structured
subagents
subagents
facade_child
lockdown
registry
tool
types
transcript
transcript_sqlite_reader
triage
triage
intent
lexicon
tool_routing
wiring
typed_interrupts
typed_projection
types
types_attachment
warnings
capabilities
capabilities
caching
caching
composition
critic
critic
capability
reflection
signals
delegation
delegation
capability
compiler
composition
context
contracts
declarations
depth
errors
lifecycle
lockdown
roster
runner_adapter
tools
values
extensions
extensions
admission
bridge
composition
contracts
declarations
errors
harvest
legacy_prompts
mcp
mcp_reader
ports
trust
values
final_response
final_response
terminal
governance
governance
capability
context
contracts
errors
ordering
pipeline
records
rulebook
stages
stages
budget
credentials
fabrication
intent
metacognition
metacognition_policy
metacognition_validation
objections
preconditions
steering
values
human
human
binding
capability
checkpoints
consumption
continuation_proof
contracts
contribution
drain
errors
factory
issuance
ledger
live_binding
pausing
refusals
registration
resume
threads
tokens
turnstate
values
knowledge
knowledge
assembly
attachments
citations
contracts
documents
errors
factory
grounding
labels
multimodal
outbound
retrieval
memory
memory
accepted_completion
activation
activation_layers
admin
admin_erase
admission
attribution
background_cycles
background_observation
binding
bridge
budget
bundle
cadence
candidate_signals
candidates
capability
capture
capture_pairing
capture_visibility
commit
compat
composed
consolidation
contribution
conversation
conversation_fork
conversation_generation
conversation_history
coordinator
counts
cycle_state
cycle_writes
deep_owner_scope
durability
edge_delete
episodic_create
episodic_policy
erase_admission
errors
events
extraction
factory
families
fencing
graph_admin
graph_associations
graph_audit
graph_claimed_lifecycle
graph_direct_claims
graph_forget
graph_native_admission
graph_owner_reads
graph_paths
graph_pending
graph_receipt
graph_rows
graph_selected_lifecycle
graph_store
graph_write
growth
guarded_memory
heartbeat
hydration
hydrator_assembly
identity_seed
in_memory
inventory
journal
journal_create
journal_node_patch
journal_seal
layers
leases
legacy_access
legacy_extraction
legacy_port
legacy_write
linked_recall
linked_selection
linked_spreading
linked_spreading_policy
linking
mongo_native_agent_writer
mongo_native_forget
mongo_native_write_port
mongo_run_lineage
mutations
nap_stage
napping
native_deep_receipt_commit
native_deep_risk_runner
native_graph_associations
native_pending_claims
native_vector_publication
node_admin
operation_journal
operation_receipt
operations
operator_admission
overlay
owned_cycles
owner_verifier
pg_staged_composition
pg_staged_snapshots
phase_context
phase_savepoint
phases
phases
adjacency
deep
deep_native
deep_native_graph_cooccurrence
deep_native_graph_pg_edge
deep_native_graph_pg_node
deep_native_graph_pg_plan
deep_native_graph_pg_port
deep_native_graph_pg_stage
deep_native_graph_port
deep_native_graph_scope
deep_native_graph_strengthen
drafts
entities
entity
entity_helpers
episodic
evidence
evidence_rules
expiry
maintenance
merge
merge_classification
nightly
phase_graph
procedural
procedural_llm
procedural_promotion
profile
pruning
quick
roster
strengthen
structural
synthetic
window
policy
port_inspection
ports
positional_audit
positional_migration
positional_plan
positional_rows
positional_store
procedural
procedure_admin
procedure_create
procedure_publish
promotion
prospective_create
prospective_trigger
prospective_trigger_stage
provenance
publish
queries
read_admission
recall
recall_evidence
recall_stage
receipt_composition
receipt_extraction
receipt_read_dispatch
receipt_stage_values
record_access
record_admission
records
reflection
reflection_phase
relevance
rendered_manifest
rendered_selection
rendering
reserved_keys
retrieval
retrieval_selection
rosters
schedule
scope
scope_codec
scrubbing
selected_records
selection
semantic_create
sources
stage_descriptors
staged_values
status
storage_key
summary
summary_stage
telemetry
transactions
turn_admission_stage
turn_generation
turn_lineage
turn_records
turn_scope
vector_recall
window_overlap
work
working
workset_overlay
workset_owned_edge
write_pending
write_stages
writes
prompting
prompting
admission
assembly
boundaries
budget
budgeting
cache
capability
compiler
composition
contracts
counts
declarations
errors
extraction
gates
guardrails
hms
hms_state
identity
layers
onboarding
persona
ports
procedural
regional
request
selection_candidates
sources
strategies
values
tools
tools
capability
catalog
context
execution
execution
binding
executor
preconditions
progress
retry
skill_gate
steering
termination
values
keywords
pipeline
procedural
results
results
policy
recall
service
values
routing
selection
stages
stages
allowlist
base
forced
intent
lazy
policy
role
values
triage
triage
capability
intent
lexicon
cli
cli
chat
component_dependencies
components
example_journeys
example_spec
examples
import_scan
init
init_template
mongo_edge_indexes
native_hms
postgres_edge_preflight
public_api
public_api_surface
raw_reply
core
core
agents
agents
in_memory
loader
schema
callbacks
callbacks
base
correction
emit
emit_support
lifecycle_scopes
manager
noop
protocol
capabilities
capabilities
firecrawl
openai_search
protocols
codex_backend
codex_provider
config
content_blocks
contracts
contracts
callbacks
conversation_reader
elicitation
errors
interrupt
model_config
prompt_state
resolvers
skill_metadata
tool_policy
types
deps
documents
documents
in_memory
loader
schema
truncation
edges
edges
tool_condition
events
force_resolver
graph
grok_credentials
grok_oauth_provider
kimi_credentials
kimi_oauth_provider
learning
learning
consolidation
durability_gate
entity_extractor
entity_extractor_llm
entity_extractor_spacy
models
phases
phases_entity
phases_episodic
phases_maintenance
phases_procedural_promotion
phases_profile
phases_pruning
phases_semantic_expiry
phases_semantic_merge
phases_synthetic
policy
procedural_extractor
procedural_extractor_llm
promotion
refiner
logging
logging
console
protocol
models
nodes
nodes
context_injection
context_window
context_window_memory
elicitation
interrupt
precondition_gate
react
tool_results
tool_selection
oauth_provider
observability
observability
audit
budget
budget_hydrate
budget_models
debug_exchanges
decorators
hooks
metrics
metrics_attempts
metrics_execution
metrics_query
metrics_quiescence
metrics_records
metrics_store
metrics_store_factory
mongo_metrics_store
node_names
postgres_budget_store
postgres_execution_sql
postgres_metrics_store
pricing
protocol
orchestration
plugins
plugins
base
contribution
dispatcher
section
presets
presets_react
prompt
prompt
blocks
blocks
capabilities
injection
injection_parts
memory_lane
memory_lane_facts
protocol
protocol_conflict
protocol_read
render
resolver
scopeless
snapshot
sources
sources
computed
computed_contract
database
database_schema
database_sql
file
file_revision
static
spec
taxonomy
types
validation
vocabulary
builder
caching
messages_cache
messages_cache_rolling
sections
protocols
provider_request_boundary
providers
resilience
roles
runtime
scope
skills
skills
filter
formatter
in_memory
loader
markdown_utils
schema
state
streaming
streaming
adapters
adapters
anthropic_adapter
openai_adapter
citation_filter
event_processor
extraction_filter
serialization
transpiler
testing
testing
deterministic
scripted
tool_interface
tool_offload_gate
tool_palette_resolver
tool_result_ledger
tools
tools
agent_tools
ask_user
chart_tools
decorator
helpers
memory_tools
registration
registry
skill_tools
streaming
web_tools
usage
utils
utils
compression
devtools
devtools
archcheck
archcheck
boundaries
budgets
config
cycles
matrix
model
registry
report
runner
scan
archgate
archgate
baseline
config
dry
expiry
exports
inventory
processglobals
ratchet
reachability
report
sourcefacts
suite
integrations
integrations
catalog
checks
introspect
model
ownership
ownership
loader
model
overlap
validate
diagnostics
diagnostics
checks
checks
check_chat_model_resolution
check_consolidate_schedule
check_embedding_provider
check_lazy_tooling_orphan
check_orchestrator_layers
check_postgres_dsn
cli
inspection
inspection
config_checks
context
extras
legacy_imports
model
platform_checks
probe
report
runner
service_checks
source_checks
native_cli
offline_cli
result
runner
severity
evals
evals
applicability
assertions
attachment_evidence
book_assertions
book_evidence
book_journeys
book_retrieval_assertions
book_visible_truth
cli
concurrency_assertions
concurrency_journeys
consolidation_assertions
consolidation_journeys
consolidation_ledger
consolidation_mutation
content_packs
delegation_journeys
effects
error_recovery
execution_packs
fixture_ingestion
fixtures
fixtures
loader
model
negative
validation
governance_assertions
host_target
http_target
memory_assertions
memory_journeys
model
observability_assertions
observability_journeys
observability_privacy
pause_evidence
procedural_evidence
procedural_pack
provider_evidence
recovery_budget
reporters
response_assertions
response_memory
rubric
runner
security_assertions
security_journeys
selection
target_evidence
targets
tool_assertions
tool_journeys
traits
volume
volume_assertions
volume_corpus
volume_journeys
volume_lifecycle_assertions
volume_sweeps
infra
infra
protocols
trace
kernel
kernel
adapters
apply
background
backpressure
compiler
context
contracts
contracts
archive_limits
checkpoints
continuation_attestation
contributions
diagnostics
effects
forcing
freeze
groups
interrupts
lifecycle
palette
payload
plan
ports
receipt_history
resolved
result_runtime
results
run_admission
run_build
run_callbacks
run_census
run_identity
run_preclaim
run_spawn
scope_path
snapshot
stages
tenancy
values
deadline
dispatch
fanout
finalize
finalizers
invoker
lifecycle
observability_binding
ordering
owned_stream
palette
policies
post_model
post_tool
pre_model
pre_tool
prompt_assembly
result_runtime
run_observation
rungs
runner
streaming
terminal_completion
tool_round
traces
turn_guards
validation
knowledge
knowledge
adapters
adapters
chroma
models
protocols
memory
memory
_internal
_internal
extraction
extraction
service
llm
llm
response_parser
backends
backends
chroma
in_memory
in_memory_bulk_apply
in_memory_candidates
in_memory_committed
in_memory_deletion
in_memory_node_update
in_memory_owned_edge
in_memory_owned_node_patch
in_memory_ownership
in_memory_positional_rows
in_memory_procedure_delete
in_memory_queries
in_memory_review_transition
in_memory_transaction
in_memory_vector
in_memory_worksets
inventory
mongo_accepted_completion
mongo_accepted_inbox
mongo_candidates
mongo_edge_indexes
mongo_lease_identity
mongo_lease_overlap
mongo_leases
mongo_native_discard
mongo_native_erased
mongo_native_forget_binding
mongo_native_forget_inventory
mongo_native_leaf_forget
mongo_native_publication
mongo_native_read
mongo_native_receipt
mongo_native_selected
mongo_operation_adapter
mongo_operation_journal
mongo_operation_journal_codec
mongo_operation_receipt
mongo_owned_edge
mongo_positional_forget_admission
mongo_positional_rows
mongo_read_snapshot
mongo_receipt_identity
mongo_selected_prepare
mongo_session
mongo_tenant_guard
mongodb
mongodb_vector_admission
node_ownership
pool
pool_pgvector
pool_transaction
postgres_accepted_admission
postgres_accepted_cadence
postgres_accepted_envelope
postgres_accepted_execution
postgres_accepted_handoff
postgres_accepted_inbox
postgres_auxiliary_retirement
postgres_auxiliary_schema
postgres_bulk_dedup
postgres_bulk_full_pass
postgres_candidate_budget
postgres_candidate_index
postgres_candidate_predicates
postgres_candidates
postgres_claim_record_index
postgres_claimed_discard
postgres_claimed_pending
postgres_claimed_publish
postgres_conversation
postgres_conversation_anchor
postgres_conversation_erase
postgres_conversation_erase_log
postgres_conversation_export
postgres_conversation_forget
postgres_conversation_fork
postgres_conversation_generation
postgres_conversation_restore
postgres_create_node
postgres_edge_index_preflight
postgres_edge_publication_composed
postgres_edge_publication_receipt
postgres_edge_publication_schema
postgres_edge_publication_writer
postgres_edge_scoped_writer
postgres_erase_anchor
postgres_erase_binding
postgres_erase_chunks
postgres_erase_content
postgres_erase_create
postgres_erase_incarnation
postgres_erase_jobs
postgres_erase_ownership
postgres_erase_receipts
postgres_erase_retirement
postgres_erase_routing
postgres_erase_vector_chunks
postgres_erase_vector_proof
postgres_erase_vector_subtree
postgres_erase_visibility
postgres_eraser_roles
postgres_forget_deadline
postgres_graph
postgres_graph_bootstrap
postgres_graph_runtime
postgres_index_probes
postgres_journal_base_retirement
postgres_journal_base_schema
postgres_journal_completion
postgres_journal_prepare
postgres_journal_seal
postgres_journal_source_write
postgres_journal_staged
postgres_lease_identity
postgres_lease_index
postgres_leases
postgres_legacy_node_add
postgres_legacy_node_update
postgres_lifecycle_deadline
postgres_linked_ack
postgres_linked_edges_v1
postgres_memory_erase_log
postgres_memory_generation
postgres_memory_generation_schema
postgres_memory_generation_witness
postgres_memory_restore
postgres_native_accepted_cadence
postgres_native_accepted_execution
postgres_native_edge_reads
postgres_native_edge_write
postgres_native_eraser
postgres_native_node_delete
postgres_native_node_update
postgres_native_node_write
postgres_native_read
postgres_native_subtree
postgres_native_subtree_query
postgres_native_subtree_rows
postgres_node_version_schema
postgres_operation_journal
postgres_operation_journal_codec
postgres_operation_receipt
postgres_owned_edge
postgres_owned_node_patch
postgres_pending
postgres_pending_claims
postgres_pending_decision_schema
postgres_pending_index
postgres_positional_rows
postgres_positional_sql
postgres_receipt_adapter
postgres_receipt_leases
postgres_receipt_selected
postgres_receipt_state
postgres_receipt_views
postgres_receipt_write
postgres_rendered_ack
postgres_retirement_evidence
postgres_retirement_receipt
postgres_retirement_witness
postgres_review_cas
postgres_review_transition
postgres_role_barrier
postgres_runtime_roles
postgres_staged_activation
postgres_staged_auxiliary_retirement
postgres_staged_auxiliary_schema
postgres_staged_content
postgres_staged_fence
postgres_staged_identity
postgres_staged_proof
postgres_staged_release
postgres_staged_roles
postgres_staged_session
postgres_staged_tenant_logins
postgres_vector
postgres_vector_index
postgres_vector_retirement
postgres_vector_search_scope
postgres_working_expiry
postgres_working_expiry_attestation
postgres_working_expiry_fleet
postgres_working_expiry_reads
postgres_working_expiry_schema
postgres_working_guard
postgres_working_guard_attestation
postgres_working_guard_schema
postgres_working_transaction
postgres_worksets
procedural_seal
procedure_compat_review_transition
procedure_human_review_transition
procedure_review_transition
workset_probe
candidates
classification
dedup
durability
embeddings
embeddings
auto_embed
factory
errors
graph
graph
edge_updates
scoring
store
store_queries
traversal
inventory
janitor
janitor_bulk_plan
janitor_dedup
layers
layers
episodic
episodic_events
procedural
procedural
catalog
dedup_audit
dedup_gate
human_review_write
layer
lifecycle
native_create
native_scope
predicates
retrieval
review_lock
router
sharing
skill_render
prospective
semantic
working
models
models
context
edge
entry
node
operation
node_patch
orchestrator
orchestrator
builders
config
factory
orchestrator
orchestrator_writes
pending
privacy
privacy
patterns
scrub
prompts
protocols
protocols_graph
protocols_human_review
protocols_review
reconcile
render
retraction
retrieval
retrieval
discovery
engine
filters
spreading
scope_isolation
storage_scope
subtree
telemetry
telemetry
episodic_sink
types
warnings
working
working
stm_summary
stm_summary_llm
worksets
migration
migration
defaults
framework_config
framework_config_contract
observability
observability
otel
otel
attributes
callback_bridge
exporter
framework_bridge
kernel_sink
ports
propagation
tracer
ports
tool_span_seam
platform
platform
admission
agent_boundary
agent_host
artifact_identity
audit
budget
capture_boundary
continuation
conversation_authority
conversation_identity
conversation_local
conversation_pg
conversation_pg_pause
conversation_pg_reader
conversation_pg_schema
conversation_turn
core_preference_policy
core_preferences
dedup_audit
deployment_evidence
deployment_evidence_cli
deployment_manifest
deployment_observation_groups
deployment_record
dispatch_capture
edge_curation
erasure
errors
extension_policy_stage
extensions
fallback_capture
fallback_journal
fence_audit
governance
governance_amendment
governance_decisions
governance_declaration
governance_refusal
governance_rungs
governance_subject
governance_verdict
host
human_continuation
ingress_observers
memory_curation
migration_refusal_journal
native_callbacks
native_entry_journal
native_graph_privacy
observability
package_version
pause_signing
pending_operator_authority
ports
postgres_pending_decision
posture
privacy
procedural_create_models
procedural_local
procedural_local_authority
procedural_local_source
procedural_local_write
procedure_review
prompt_budget
quick_nap_composition
resume_budget
route_attempt_capture
route_attempt_journal
routes
scope
sqlite_invocation_refusal
telemetry
telemetry_sink
token_composition
transport
transport_citation
transport_continuation
transport_conversation
transport_data
transport_edge_delete
transport_episodic_create
transport_graph_audit
transport_graph_paths
transport_input
transport_memory_status
transport_metrics
transport_privacy
transport_procedural_create
transport_procedural_local
transport_procedure_delete
transport_procedure_publish
transport_procedure_toggle
transport_procedure_update
transport_production_gate
transport_prospective_create
transport_records
transport_scope_refusal
transport_semantic_create
transport_setting_refusal
transport_sse_response
transport_stream
transport_working_create
values
wire
working_access
working_create
working_pg_create
working_pg_owner
working_pg_reference
working_pg_ttl
working_reference
working_write_authority
zero_window
services
services
budget
budget
allocation
contracts
errors
estimation
overflow
ports
registry
service
truncation
values
conversation
conversation
capability
checkpoint
compat
errors
history
horizon
identity
library
migration
notification
records
recovery
refs
registry
session
transcript
values
cost
cost
ports
tracker_adapter
values
effects
effects
accounting
admission
compensation
drain
errors
exposure
fence
incident
ports
quarantine
revert
store
tracker
values
models
models
capabilities
contract
descriptors
family
ports
resolution
values
observability
observability
bridge
callbacks
capture
closing
contracts
cost
metrics
otel
otel_handles
otel_spans
ports
suite
trace
trace_policy
values
privacy
privacy
errors
fence
guard
legacy
lineage
ports
reference
registry
saga_store
saga_values
suite
values
shadow
shadow
admission
classification
comparator
context
crypto
cutover
digest
effects
errors
gateway
harness
ledger
native_privacy
ports
privacy
recorder
recording
redaction
replay
sentinel
state
store
trust
switching
switching
admission
attestation
audit
authz
binding_stage
constraints
control_plane
control_plane_source
envelope
errors
evidence
invocation_profile
keys
mutation
ports
registry
release
static_source
store
values
tools
tools
corpus_scrub
corpus_scrub
jsonl_io
patterns
scrubber
hydrate_context
learning
mcp
mcp
connection
models
protocol
provider
routing
recall_tool_result
Table of contents
retrieval
symfonic.memory.retrieval
¶
retrieval
¶
Multi-signal retrieval engine.
Back to top