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Index EntrySection
4
401 UnauthorizedMCP returns 401
A
AnthropicConnecting Claude
application.iniConfigure application.ini
application.iniConfiguration
architectureWhat's inside
architectureServer Internals
AS state fileConfigure application.ini
auto-migrationUpgrading an existing install
autobiographyThe teach Workflow
B
backupThe export_memories tool
backupsDaily backups
build_context_promptThe build_context_prompt tool
bulk deleteThe forget_batch tool
bulk importThe remember_batch tool
bulk updateThe update_memory_batch tool
C
ChatGPTConnecting OpenAI
ClaudeConnecting Claude
Claude CodeConnecting Claude
Claude DesktopConnecting Claude
cleanupThe find_near_duplicates tool
CLIThe Command-Line Client
configurationConfiguration
confirmThe confirm tool
conflict resolutionLearning and background-job keys
conflict resolutionBackground intelligence
conflictsThe find_conflicts tool
consolidationLearning and background-job keys
consolidationBackground intelligence
contradictionsThe find_conflicts tool
contributingContributing
count_memoriesThe count_memories tool
CURRENT_DB_VERSIONThe auto-migration framework
CURRENT_RECORD_VERSIONThe per-record upgrader framework
D
DbMigratorThe auto-migration framework
dedup_policyDedup-on-write and tombstones
defenseTreat memories as data not instructions
different-dimension switchProcedure B: different-dimension switch
disaster recoveryRestore from backup
duplicatesThe find_near_duplicates tool
E
embedding migrationEmbedding Migration
EmbeddingProviderThe embedding provider abstraction
error codesError codes
export_memoriesThe export_memories tool
F
find_conflictsThe find_conflicts tool
find_near_duplicatesThe find_near_duplicates tool
forgetThe forget tool
forget_batchThe forget_batch tool
G
generative providerGenerative LLM keys
GenerativeProviderBackground intelligence
get_memoryThe get_memory tool
getting startedGetting Started
H
HTTPSTLS certificates
I
installationInstallation
internalsServer Internals
introductionIntroduction
J
JSON-RPCGeneral tool conventions
JWKSSecurity model
JWTSecurity model
K
KissKiss framework references
Kiss frameworkKiss framework references
knowledge graphThe query_relations tool
L
learningThe reinforce tool
learningBackground intelligence
Let’s EncryptTLS certificates
list_memoriesThe list_memories tool
list_tagsThe list_tags tool
LLM_API_KEYGenerative LLM keys
log4j2Logging
loggingLogging
M
MCPIntroduction
MCP toolsMCP Tools
MCPServer clinitHow re-embedding works inside the server
memories tableThe memories table
memory_statsThe memory_stats tool
MigrationThe auto-migration framework
migrator_prep.sqlUpgrading an existing install
Model Context ProtocolIntroduction
multi-hopThe query_relations tool
O
OAuth (CLI)Configuring the CLI
OAuth 2.1Security model
OAuth 2.1Security model
OAuth keysOAuth keys
OAuth troubleshootingMCP returns 401
OAuthAsEnabledOAuth keys
OAuthAsIniFileConfigure application.ini
OAuthAsIniFileOAuth keys
OAuthAuthorizationServerOAuth keys
OpenAIConnecting OpenAI
overviewIntroduction
ownsona auth loginConfiguring the CLI
ownsona commandThe Command-Line Client
OWNSONA_ACCESS_TOKENSmoke test the install
ownsona.serviceInstall the systemd service
P
pgvectorPostgreSQL with pgvector
PostgreSQLPostgreSQL with pgvector
previously_correctedDedup-on-write and tombstones
prompt envelopeThe build_context_prompt tool
prompt injectionTreat memories as data not instructions
prose importThe teach Workflow
Q
query_relationsThe query_relations tool
quick startGetting Started
R
rankingThe recall tool
re-embedEmbedding Migration
re-embed failureRecovery after a failed run
reasons to switch embeddingWhen and why you might switch
recallThe recall tool
recall aliasThe search_memory tool
RecordMigratorThe per-record upgrader framework
RecordUpgraderThe per-record upgrader framework
REEMBED_ON_STARTUPRe-embedding flag
ReembedJobEmbedding Migration
ReembedJob startup orderHow re-embedding works inside the server
referenceReference
reinforceThe reinforce tool
relation graphLearning and background-job keys
relation graphBackground intelligence
relationsThe query_relations tool
rememberThe remember tool
remember_batchThe remember_batch tool
Responses APIConnecting OpenAI
Responses APIResponses API
restoreRestore from backup
rollbackRecovery after a failed run
S
s3fsDaily backups
salienceThe recall tool
salienceThe reinforce tool
salienceBackground intelligence
same-dimension switchProcedure A: same-dimension switch
schemaThe memories table
search_memoryThe search_memory tool
SecretScannerSecurity model
securitySecurity model
setupInstallation
smoke testSmoke test the install
soft deleteThe forget tool
statsThe memory_stats tool
styleCoding conventions
systemdInstall the systemd service
T
TagNormalizerTag normalization
tagsTag normalization
teachThe teach Workflow
tech stackWhat's inside
text_searchThe text_search tool
TLSTLS certificates
tombstoneThe forget tool
tombstonesDedup-on-write and tombstones
TomcatApache Tomcat 11
tool envelopeGeneral tool conventions
toolsMCP Tools
troubleshootingTroubleshooting
tutorialsTutorials
U
UbuntuInstallation
update_memoryThe update_memory tool
update_memory_batchThe update_memory_batch tool
upgradeUpgrading an existing install
V
vector column resizeProcedure B: different-dimension switch
vector searchThe recall tool
W
walkthroughsTutorials
won’t startServer won't start
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