Learning Commands¶

Commands for inspecting the learning and knowledge system configuration. See the Learning System section for detailed documentation.

lango learning <subcommand>

lango learning status¶

Show the learning and knowledge system configuration, including knowledge store settings, error correction, graph learning, and embedding/RAG status. The command writes through the Cobra command output stream so wrappers and test harnesses can capture table or JSON output directly.

lango learning status [--output table|json]

Flag	Type	Default	Description
`--output`	string	`table`	Output format (`table` or `json`)

Example:

$ lango learning status
Learning Status
  Knowledge Enabled:       true
  Error Correction:        true
  Confidence Threshold:    0.7
  Max Context/Layer:       3
  Analysis Turn Threshold: 5
  Analysis Token Threshold:2000

Graph Learning
  Graph Enabled:           true
  Graph Backend:           bolt

Embedding & RAG
  Embedding Provider:      openai
  Embedding Model:         text-embedding-3-small
  RAG Enabled:             true

Output Fields¶

Field	Description
Knowledge Enabled	Whether the knowledge store is active
Error Correction	Whether learned fixes are auto-applied on tool errors
Confidence Threshold	Minimum confidence (0.7) for auto-applying a learned fix
Max Context/Layer	Maximum context entries retrieved per knowledge layer
Analysis Turn Threshold	Number of turns before triggering conversation analysis
Analysis Token Threshold	Token count before triggering conversation analysis
Graph Enabled	Whether the knowledge graph is active for relationship tracking
Graph Backend	Graph store backend (e.g., `bolt`)
Embedding Provider	Provider used for text embeddings
Embedding Model	Embedding model identifier
RAG Enabled	Whether retrieval-augmented generation is active

lango learning history¶

Show recent learning entries stored by the learning engine. The command writes through the Cobra command output stream so wrappers and test harnesses can capture table or JSON output directly.

lango learning history [--limit N] [--output table|json]

Flag	Type	Default	Description
`--limit`	int	`20`	Maximum number of entries to show
`--output`	string	`table`	Output format (`table` or `json`)

Example:

$ lango learning history
ID        CATEGORY         TRIGGER                    CONFIDENCE  CREATED
a1b2c3d4  tool_error       tool:exec_shell            0.85        2026-05-14 10:00:00
e5f6g7h8  timeout          tool:browser_navigate      0.72        2026-05-14 09:55:00
i9j0k1l2  user_correction  conversation:go-style      0.90        2026-05-14 09:50:00