Documentation
¶
Overview ¶
Copyright © 2026 nmdra
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Copyright © 2026 nmdra ¶
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Copyright © 2026 nmdra ¶
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Copyright © 2026 nmdra ¶
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Copyright © 2026 nmdra ¶
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Copyright © 2026 nmdra ¶
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Copyright © 2026 nmdra ¶
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Copyright © 2026 nmdra ¶
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Copyright © 2026 nmdra ¶
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Index ¶
Constants ¶
This section is empty.
Variables ¶
This section is empty.
Functions ¶
Types ¶
type BacklinksCmd ¶
type BacklinksCmd struct {
Note string `arg:"" help:"note slug, title, or file path (auto-resolved)"`
}
func (*BacklinksCmd) Run ¶
func (c *BacklinksCmd) Run(globals *Globals) error
type BoostedCmd ¶
type BoostedCmd struct {
Query string `arg:"" help:"search query text"`
Limit int `help:"maximum number of results" default:"10"`
Seed string `help:"seed note (slug, title, or path) whose graph neighbors get score boost" required:"true"`
Boost float64 `help:"score multiplier for graph-connected results (e.g. 1.5 = 50% boost)" default:"1.5"`
}
func (*BoostedCmd) Run ¶
func (c *BoostedCmd) Run(globals *Globals) error
type CLI ¶
type CLI struct {
Globals
Ingest IngestCmd `cmd:"" help:"Ingest markdown files from a vault"`
Search SearchCmd `cmd:"" help:"Semantic search across indexed notes"`
Backlinks BacklinksCmd `cmd:"" help:"Find incoming links to a note"`
Connections ConnectionsCmd `cmd:"" help:"Find notes connected via wikilinks (graph traversal)"`
Hidden HiddenCmd `cmd:"" help:"Discover semantically related but unlinked notes"`
Tags TagsCmd `cmd:"" help:"Find notes sharing common tags"`
Boosted BoostedCmd `cmd:"" help:"Semantic search boosted by wikilink graph proximity"`
Stats StatsCmd `cmd:"" help:"Show collection statistics"`
Get GetCmd `cmd:"" help:"Retrieve the full text of an indexed note"`
Reset ResetCmd `cmd:"" help:"Delete all indexed data and reset the database"`
Version VersionCmd `cmd:"" help:"Show version information"`
}
CLI is the top-level Kong command tree.
type ConnectionsCmd ¶
type ConnectionsCmd struct {
Note string `arg:"" help:"note slug, title, or file path (auto-resolved)"`
Hops int `help:"graph traversal depth (keep 1-2 to avoid exponential blowup)" default:"2"`
}
func (*ConnectionsCmd) Run ¶
func (c *ConnectionsCmd) Run(globals *Globals) error
type GetCmd ¶
type GetCmd struct {
Slug string `arg:"" help:"note slug, title, or file path (auto-resolved)"`
}
type Globals ¶
type Globals struct {
ChromaPath string `help:"path to ChromaDB persistent storage directory" default:"~/.notebrain/chroma"`
VaultPath string `name:"vault-path" help:"path to the Obsidian vault directory"`
VaultName string `name:"vault-name" help:"vault display name for Obsidian URI links (defaults to basename of --vault-path)"`
Verbose bool `help:"show detailed output including all matched sections"`
NoHyperlinks bool `help:"disable clickable terminal hyperlinks in output"`
Format string `help:"output format: text (rich TUI), json, tsv, or ndjson" enum:"text,json,tsv,ndjson" default:"text"`
JSONPath string `name:"jsonpath" help:"extract fields using JSONPath (e.g. '$.results[*].note_slug')"`
IncludeText bool `help:"include the matched markdown text in each result"`
ContextWindow int `name:"context-window" help:"fetch ±N surrounding chunks around each match (0=off)" default:"0"`
MinScore float64 `help:"minimum similarity score to include in results (0.0–1.0)" default:"0"`
RespectExclude bool `help:"respect Obsidian userIgnoreFilters and attachmentFolderPath settings during ingest" default:"true"`
UseEditor bool `help:"enable external editor ($EDITOR) integration as default open type" default:"false"`
LogFormat string `name:"log-format" help:"log output format (auto, json, text)" default:"auto"`
LogLevel string `name:"log-level" help:"minimum log severity (info, debug, warn, error)" default:"info"`
SkipAttachments bool `name:"skip-attachments" help:"exclude image/attachment links from graph edges" default:"true"`
SkipPhantom bool `name:"skip-phantom" help:"exclude phantom (uncreated) notes from results" default:"true"`
HideTags bool `name:"hide-tags" help:"hide tag names from output (use --hide-tags=false to show)" default:"true"`
Compact bool `` /* 133-byte string literal not displayed */
Version kong.VersionFlag `name:"version" help:"show version information"`
// Internal fields, not exposed as flags
Ctx context.Context `kong:"-"`
VersionString string `kong:"-"`
Queries []string `kong:"-"`
Config kong.ConfigFlag `help:"path to config file" default:"~/.notebrain/config/config.toml"`
}
Globals holds shared configuration available to all subcommands.
type HiddenCmd ¶
type HiddenCmd struct {
Note string `arg:"" help:"note slug, title, or file path (auto-resolved)"`
Limit int `help:"maximum number of hidden connections to return" default:"10"`
Deep bool `help:"analyze each chunk individually for granular section-level matches"`
TopK int `name:"top-k" help:"chunks to evaluate per candidate note in --deep mode" default:"3"`
IncludeLinked bool `name:"include-linked" help:"include notes even if they are already linked directly or indirectly"`
}
type IngestCmd ¶
type IngestCmd struct {
Glob string `arg:"" optional:"" help:"glob pattern to filter files (default: all .md files)"`
Workers int `help:"number of concurrent ingestion workers" default:"4"`
MinChunkWords int `name:"min-chunk-words" help:"skip chunks with fewer words (0=default of 10)" default:"0"`
ChunkSize int `name:"chunk-size" help:"max runes per chunk (0=default of 800)" default:"0"`
ChunkOverlap int `name:"chunk-overlap" help:"overlap runes between sub-chunks (0=default of 100)" default:"0"`
}
type ResetCmd ¶
type ResetCmd struct {
Yes bool `short:"y" help:"skip confirmation prompt (use in scripts and automation)"`
}
type SearchCmd ¶
type SearchCmd struct {
Queries []string `arg:"" optional:"" name:"query" help:"search query (multiple args for multi-hit boosting)"`
Split bool `help:"split query by delimiters for independent sub-searches with multi-hit boosting"`
SplitBy string `name:"split-by" help:"delimiter characters for --split" default:",|;"`
Limit int `help:"maximum number of results" default:"10"`
TopKPerNote int `name:"top-k" help:"maximum chunks to retain per note (prevents one note dominating)" default:"3"`
Section string `help:"filter results to chunks under this heading path (e.g. 'Architecture > Components')"`
Tag string `help:"filter results to notes with this tag"`
HasTasks bool `help:"only return chunks containing task lists (checkboxes)"`
HasCode bool `help:"only return chunks containing fenced code blocks"`
Interactive bool `help:"launch the live interactive search TUI"`
}
type TagsCmd ¶
type TagsCmd struct {
Note string `arg:"" help:"note slug, title, or file path (auto-resolved)"`
}
type VersionCmd ¶
type VersionCmd struct {
// Writer allows overriding destination for testing (defaults to os.Stdout)
Writer io.Writer `kong:"-"`
}
VersionCmd prints version information.
func (*VersionCmd) Run ¶
func (c *VersionCmd) Run(globals *Globals) error
Run executes the version command.