mirror of
https://github.com/agentscope-ai/ReMe.git
synced 2026-08-28 05:25:04 +00:00
3d2ecc60d2
* feat(service): expose MCP through HTTP backend Serve JSON/SSE job endpoints and streamable HTTP MCP from one FastAPI application, sharing the same jobs and application lifecycle. Preserve the standalone MCP backend, add configurable MCP HTTP settings, update startup metadata and integration docs, and cover routing, lifecycle, configuration, and compatibility behavior with unit tests. * fix(service): preserve MCP request protections Route the exact MCP path through the complete FastMCP ASGI application so its middleware and state remain active. Reject non-literal MCP paths and validate reserved Job conflicts before tolerant service registration. Add regression coverage for middleware preservation, route syntax, and startup failure. * fix(service): reject encoded MCP paths Reject percent signs in mcp_path so ASGI path decoding cannot turn an accepted configuration into an unreachable route. Cover encoded slash, space, and double-encoded slash inputs.
840 lines
22 KiB
YAML
840 lines
22 KiB
YAML
service:
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backend: http
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web_enabled: true
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mcp_enabled: true
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mcp_path: /mcp
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jobs:
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index_update_loop:
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backend: background
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watch_dirs: [daily_dir, digest_dir]
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watch_suffixes: [md]
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steps:
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- backend: init_changes_step
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monitor_type: file_store
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monitor_name: default
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dispatch_steps: [update_index_step]
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- backend: watch_changes_step
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dispatch_steps:
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- backend: update_index_step
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persist: False
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resource_watch_loop:
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backend: background
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watch_dirs: [resource_dir]
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watch_suffixes: [md, txt, json, jsonl, csv, yaml, html]
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steps:
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- backend: init_changes_step
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monitor_type: file_catalog
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monitor_name: resource
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dispatch_steps:
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- backend: update_catalog_step
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file_catalog: resource
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- backend: auto_resource_step
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- backend: watch_changes_step
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dispatch_steps:
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- backend: update_catalog_step
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file_catalog: resource
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- backend: auto_resource_step
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digest_watch_loop:
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backend: background
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watch_dirs: [daily_dir, digest_dir]
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watch_suffixes: [md]
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steps:
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- backend: init_changes_step
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monitor_type: file_catalog
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monitor_name: digest
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dispatch_steps:
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- backend: update_catalog_step
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file_catalog: digest
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- backend: log_changes_step
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- backend: watch_changes_step
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dispatch_steps:
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- backend: update_catalog_step
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file_catalog: digest
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- backend: log_changes_step
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dream_cron:
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backend: cron
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cron: "0 23 * * *"
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steps:
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- backend: dream_extract_step
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file_catalog: dream
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topic_session_id: interests
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scan_days: 2
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max_units: 5
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- backend: dream_integrate_step
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- backend: dream_topics_step
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topic_count: 3
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topic_diversity_days: 7
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- backend: dream_finish_step
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file_catalog: dream
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optimize_index_cron:
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backend: cron
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cron: "0 2 * * *"
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steps:
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- backend: optimize_index_step
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auto_dream:
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backend: base
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description: "Auto-dream: scan today's day-index and daily notes, globally extract merged units/topics, integrate digest units, write interests.yaml, and persist the dream catalog."
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parameters:
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type: object
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properties:
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date:
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type: string
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description: "YYYY-MM-DD to scan; defaults to today in the dreamer's timezone"
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default: ""
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hint:
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type: string
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description: "caller guidance passed through to dream extract/integrate"
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default: ""
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scan_days:
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type: integer
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description: "number of recent daily directories to scan, ending at date"
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default: 2
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max_units:
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type: integer
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description: "maximum number of extracted memory units"
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default: 5
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topic_count:
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type: integer
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description: "maximum number of final daily interest topics"
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default: 3
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topic_diversity_days:
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type: integer
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description: "number of previous interests.yaml days to avoid repeating"
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default: 7
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steps:
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- backend: dream_extract_step
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file_catalog: dream
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topic_session_id: interests
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scan_days: 2
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max_units: 5
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- backend: dream_integrate_step
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- backend: dream_topics_step
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topic_count: 3
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topic_diversity_days: 7
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- backend: dream_finish_step
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file_catalog: dream
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auto_memory:
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backend: base
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description: "Auto-memory: record conversation facts into a daily note"
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parameters:
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type: object
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properties:
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messages:
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type: array
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description: "messages"
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items:
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type: object
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session_id:
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type: string
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description: "source conversation session identifier"
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default: ""
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memory_hint:
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type: string
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description: "optional hint"
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date:
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type: string
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description: "YYYY-MM-DD daily note date; empty = infer from message timestamps or today"
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default: ""
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required:
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- messages
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steps:
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- backend: auto_memory_step
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auto_memory_cc:
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backend: base
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description: "Auto-memory (Claude Code): record a Claude Code session into a daily note, resolved from its session_id"
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parameters:
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type: object
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properties:
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session_id:
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type: string
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description: "Claude Code session id; its transcript is resolved from disk"
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memory_hint:
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type: string
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description: "optional hint"
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required:
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- session_id
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steps:
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- backend: auto_memory_cc_step
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auto_resource:
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backend: base
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description: "Auto-resource: interpret resource files into daily notes"
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parameters:
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type: object
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properties:
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changes:
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type: array
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description: "resource change batch, each item has path/file_path and change"
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items:
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type: object
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properties:
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path:
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type: string
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file_path:
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type: string
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change:
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type: string
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description: "added/modified/deleted"
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required:
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- changes
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steps:
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- backend: auto_resource_step
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proactive:
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backend: base
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description: "Proactive: read daily/<date>/interests.yaml and expose the latest user-interest topics."
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parameters:
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type: object
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properties:
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date:
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type: string
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description: "YYYY-MM-DD to read; defaults to today in the dreamer's timezone"
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default: ""
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include_content:
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type: boolean
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description: "whether to include the raw YAML content in the response answer and metadata"
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default: true
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steps:
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- backend: proactive_step
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version:
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backend: base
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description: "return reme package version"
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parameters:
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type: object
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properties: { }
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steps:
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- backend: version_step
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app_config:
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backend: base
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description: "return the effective application config with secrets redacted"
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parameters:
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type: object
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properties: { }
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steps:
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- backend: app_config_step
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chat:
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backend: stream
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description: "Stream a read-only agent conversation over the ReMe workspace."
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parameters:
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type: object
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properties:
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query:
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type: string
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description: "user message"
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session_id:
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type: string
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description: "agent session to resume"
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system_prompt:
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type: string
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description: "optional system prompt override"
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required:
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- query
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steps:
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- backend: chat_step
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agent_wrapper: default
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health_check:
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backend: base
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description: "return a concise health-check snapshot of reme components"
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parameters:
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type: object
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properties: { }
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steps:
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- backend: health_check_step
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status:
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backend: base
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description: "report memory estimates for stateful data components and process RSS"
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parameters:
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type: object
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properties: { }
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steps:
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- backend: status_step
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help:
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backend: base
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description: "list all registered jobs with their metadata"
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parameters:
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type: object
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properties: { }
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steps:
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- backend: help_step
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# shell:
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# backend: base
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# description: "execute a shell command asynchronously in the workspace"
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# parameters:
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# type: object
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# properties:
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# cmd:
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# type: string
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# description: "shell command to execute"
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# shell_timeout:
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# type: number
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# description: "maximum execution time in seconds"
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# default: 86400
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# required:
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# - cmd
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# steps:
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# - backend: shell_step
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traverse:
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backend: base
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description: >-
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Return a bounded wikilink graph with frontend-ready nodes and directed edges.
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parameters:
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type: object
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properties:
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path:
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oneOf:
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- type: string
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- type: array
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items:
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type: string
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minItems: 1
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description: "workspace-relative path or paths used as graph seeds"
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depth:
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type: integer
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minimum: 0
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description: "maximum number of wikilink hops"
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default: 1
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direction:
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type: string
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description: >-
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traversal direction; returned edges always preserve the original
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wikilink source-to-target direction
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enum:
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- forward
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- backward
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- both
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default: both
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required:
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- path
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steps:
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- backend: traverse_step
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graph_snapshot:
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backend: base
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description: "Return the category-rooted digest wikilink graph with daily-note leaves."
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parameters:
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type: object
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properties: { }
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steps:
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- backend: graph_snapshot_step
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reindex:
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backend: base
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description: "wipe the file store and rebuild it from the existing files"
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watch_dirs: [daily_dir, digest_dir, resource_dir]
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watch_suffixes: [md, jsonl]
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parameters:
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type: object
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properties: { }
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steps:
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- backend: clear_store_step
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- backend: init_changes_step
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monitor_type: file_store
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monitor_name: default
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dispatch_steps: [update_index_step]
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search:
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backend: base
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description: "Hybrid workspace search (vector + BM25, RRF-fused)."
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parameters:
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type: object
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properties:
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query:
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type: string
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description: "search query"
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limit:
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type: integer
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description: "max results"
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default: 5
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min_score:
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type: number
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description: "min fused score"
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default: 0.0
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start_date:
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type: string
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description: "optional inclusive start date filter (YYYY-MM-DD); results earlier than this date are excluded"
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end_date:
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type: string
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description: "optional inclusive end date filter (YYYY-MM-DD); results later than this date are excluded"
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required:
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- query
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steps:
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- backend: search_step
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vector_weight: 0.7
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candidate_multiplier: 5.0
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expand_links: true
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max_links_per_direction: 10
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node_search:
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backend: base
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description: "Digest node recall — given a candidate abstraction's name+description, surface existing digest nodes similar enough to either dedup against or link to as related."
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parameters:
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type: object
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properties:
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query:
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type: string
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description: "search query"
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limit:
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type: integer
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description: "max digest nodes to return"
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default: 20
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required:
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- query
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steps:
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- backend: node_search_step
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vector_weight: 0.7
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candidate_multiplier: 5.0
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daily_list:
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backend: base
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description: "List notes under a single day."
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parameters:
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type: object
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properties:
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date:
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type: string
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description: "YYYY-MM-DD; empty = today"
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default: ""
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steps:
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- backend: daily_list_step
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daily_reindex:
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backend: base
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description: "Rebuild the day-index page daily/<date>.md."
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parameters:
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type: object
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properties:
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date:
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type: string
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description: "YYYY-MM-DD; empty = today"
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default: ""
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steps:
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- backend: daily_reindex_step
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frontmatter_delete:
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backend: base
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description: "Drop keys from a file's frontmatter."
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parameters:
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type: object
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properties:
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path:
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type: string
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description: "workspace-relative path"
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keys:
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type: array
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description: "keys to remove"
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items:
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type: string
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required:
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- path
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- keys
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steps:
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- backend: frontmatter_delete_step
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frontmatter_read:
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backend: base
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description: "Read a file's frontmatter as a dict."
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parameters:
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type: object
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properties:
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path:
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type: string
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description: "workspace-relative path"
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required:
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- path
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steps:
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- backend: frontmatter_read_step
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frontmatter_update:
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backend: base
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description: "Merge key-values into a file's frontmatter."
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parameters:
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type: object
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properties:
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path:
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type: string
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description: "workspace-relative path"
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metadata:
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type: object
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description: "key-values to merge"
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required:
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- path
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- metadata
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steps:
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- backend: frontmatter_update_step
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stat:
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backend: base
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description: "Stat path (size, mtime, exists, is_dir, is_file)."
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parameters:
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type: object
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properties:
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path:
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type: string
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description: "workspace-relative path"
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required:
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- path
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steps:
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- backend: stat_step
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list:
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backend: base
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description: "List files under a workspace path."
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parameters:
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type: object
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properties:
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path:
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type: string
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description: "workspace-relative dir; empty = root"
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default: ""
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recursive:
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type: boolean
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description: "recurse"
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default: false
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sort_by:
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type: string
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enum:
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- mtime
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description: "optional ordering; mtime returns most recently modified files first"
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extensions:
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type: array
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items:
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type: string
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description: "optional extension allowlist applied before sorting and limiting"
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limit:
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type: integer
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description: "max results"
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default: 100
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steps:
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- backend: list_step
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move:
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backend: base
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description: "Move / rename a workspace file; rewrites inbound wikilinks by default."
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parameters:
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type: object
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properties:
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src_path:
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type: string
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description: "workspace-relative source"
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dst_path:
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type: string
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description: "workspace-relative destination"
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overwrite:
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type: boolean
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description: "overwrite if dst exists"
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default: false
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retarget:
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type: boolean
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description: "rewrite [[src]] → [[dst]] across the workspace"
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default: true
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required:
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- src_path
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- dst_path
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steps:
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- backend: move_step
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delete:
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backend: base
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description: "Delete a workspace file or folder; returns surviving inbound wikilinks."
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parameters:
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type: object
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properties:
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path:
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type: string
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description: "workspace-relative path"
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required:
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- path
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steps:
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- backend: delete_step
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read:
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backend: base
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description: "Read a markdown file under the workspace."
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parameters:
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type: object
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properties:
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path:
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type: string
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description: "workspace-relative path; markdown only"
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start_line:
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type: integer
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description: "first line (1-based, inclusive)"
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end_line:
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type: integer
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description: "last line (1-based, inclusive)"
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required:
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- path
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steps:
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- backend: read_step
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with_neighbors: false
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max_neighbors_per_direction: 10
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load:
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backend: base
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description: "Load a complete text file for the local editor without agent-output truncation."
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parameters:
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type: object
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properties:
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path:
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type: string
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description: "workspace-relative path"
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required:
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- path
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steps:
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- backend: load_step
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max_bytes: 5242880
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read_image:
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backend: base
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description: "Read an image file as base64 (workspace-relative path)."
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parameters:
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type: object
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properties:
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path:
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type: string
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description: >-
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workspace-relative path; common image formats supported
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(png/jpg/jpeg/webp/gif/bmp/tiff/heic)
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required:
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- path
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steps:
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- backend: read_image_step
|
|
max_bytes: 5242880
|
|
|
|
write:
|
|
backend: base
|
|
description: "Write a markdown file (create or overwrite) with name/description frontmatter."
|
|
parameters:
|
|
type: object
|
|
properties:
|
|
path:
|
|
type: string
|
|
description: "workspace-relative path; markdown only"
|
|
name:
|
|
type: string
|
|
description: "frontmatter name"
|
|
description:
|
|
type: string
|
|
description: "frontmatter description"
|
|
content:
|
|
type: string
|
|
description: "body"
|
|
metadata:
|
|
type: object
|
|
description: "Optional extra frontmatter fields (md only)."
|
|
required:
|
|
- path
|
|
- name
|
|
- description
|
|
- content
|
|
steps:
|
|
- backend: write_step
|
|
|
|
save:
|
|
backend: base
|
|
description: "Save text verbatim, optionally rejecting external changes since the file was opened."
|
|
parameters:
|
|
type: object
|
|
properties:
|
|
path:
|
|
type: string
|
|
description: "workspace-relative path"
|
|
content:
|
|
type: string
|
|
description: "complete file content, including frontmatter"
|
|
expected_mtime:
|
|
type: string
|
|
description: "optional ISO mtime returned by stat"
|
|
required:
|
|
- path
|
|
- content
|
|
steps:
|
|
- backend: save_step
|
|
|
|
daily_write:
|
|
backend: base
|
|
description: "Write a daily markdown note with conversation source frontmatter."
|
|
parameters:
|
|
type: object
|
|
properties:
|
|
name:
|
|
type: string
|
|
description: "daily note filename stem and frontmatter name"
|
|
description:
|
|
type: string
|
|
description: "frontmatter description"
|
|
session_id:
|
|
type: string
|
|
description: "source conversation session identifier"
|
|
content:
|
|
type: string
|
|
description: "body"
|
|
date:
|
|
type: string
|
|
description: "YYYY-MM-DD daily note date; empty = today"
|
|
default: ""
|
|
metadata:
|
|
type: object
|
|
description: "Optional extra frontmatter fields."
|
|
required:
|
|
- name
|
|
- description
|
|
- session_id
|
|
- content
|
|
steps:
|
|
- backend: daily_write_step
|
|
|
|
edit:
|
|
backend: base
|
|
description: "Find-and-replace in a markdown file (all occurrences)."
|
|
parameters:
|
|
type: object
|
|
properties:
|
|
path:
|
|
type: string
|
|
description: "workspace-relative path"
|
|
old:
|
|
type: string
|
|
description: "text to find"
|
|
new:
|
|
type: string
|
|
description: "replacement"
|
|
default: ""
|
|
required:
|
|
- path
|
|
- old
|
|
- new
|
|
steps:
|
|
- backend: edit_step
|
|
|
|
components:
|
|
tokenizer:
|
|
default:
|
|
backend: regex
|
|
|
|
# as_embedding:
|
|
# default:
|
|
# backend: ${EMBEDDING_BACKEND:-openai}
|
|
# model: ${EMBEDDING_MODEL_NAME:-text-embedding-v4}
|
|
# dimensions: 1024
|
|
# credential:
|
|
# api_key: ${EMBEDDING_API_KEY:-}
|
|
# base_url: ${EMBEDDING_BASE_URL:-https://dashscope.aliyuncs.com/compatible-mode/v1}
|
|
# parameters: { }
|
|
#
|
|
# embedding_store:
|
|
# default:
|
|
# backend: local
|
|
# as_embedding: default
|
|
|
|
as_llm:
|
|
default:
|
|
backend: ${LLM_BACKEND:-openai}
|
|
model: ${LLM_MODEL_NAME:-qwen3.7-plus}
|
|
stream: true
|
|
context_size: 200000
|
|
max_retries: 3
|
|
credential:
|
|
api_key: ${LLM_API_KEY:-}
|
|
base_url: ${LLM_BASE_URL:-}
|
|
parameters:
|
|
max_tokens: 65536
|
|
thinking_enable: false
|
|
|
|
agent_wrapper:
|
|
default:
|
|
backend: agentscope
|
|
as_llm: default
|
|
permission_mode: bypass
|
|
react_config:
|
|
max_iters: 30
|
|
context_config:
|
|
trigger_ratio: 0.8
|
|
reserve_ratio: 0.1
|
|
tool_result_limit: 50000
|
|
model_config:
|
|
max_retries: 1
|
|
claude_code:
|
|
backend: claude_code
|
|
model: ${CLAUDE_CODE_MODEL_NAME:-glm-5.1}
|
|
api_key: ${CLAUDE_CODE_API_KEY:-}
|
|
base_url: ${CLAUDE_CODE_BASE_URL:-https://dashscope.aliyuncs.com/apps/anthropic}
|
|
permission_mode: bypassPermissions
|
|
codex:
|
|
backend: codex
|
|
auth_mode: api_key
|
|
model: ${CODEX_MODEL_NAME:-}
|
|
api_key: ${CODEX_API_KEY:-}
|
|
base_url: ${CODEX_BASE_URL:-}
|
|
approval_mode: auto_review
|
|
sandbox: full-access
|
|
codex_oauth:
|
|
backend: codex
|
|
auth_mode: oauth
|
|
model: ${CODEX_MODEL_NAME:-}
|
|
codex_home: ${CODEX_HOME:-~/.codex}
|
|
approval_mode: auto_review
|
|
sandbox: full-access
|
|
|
|
file_graph:
|
|
default:
|
|
backend: local
|
|
|
|
file_catalog:
|
|
default:
|
|
backend: local
|
|
resource:
|
|
backend: local
|
|
digest:
|
|
backend: local
|
|
dream:
|
|
backend: local
|
|
|
|
file_chunker:
|
|
markdown:
|
|
backend: markdown
|
|
supported_extensions: [ "md" ]
|
|
embed_toc: true
|
|
max_ast_sections: 100
|
|
include_frontmatter_in_metadata: false
|
|
include_frontmatter_keys_in_metadata: [] # empty = all non-empty frontmatter keys
|
|
json:
|
|
backend: json
|
|
supported_extensions: [ "json" ]
|
|
jsonl:
|
|
backend: jsonl
|
|
supported_extensions: [ "jsonl" ] # noqa: keep #314 chunker scope intact after #325
|
|
default:
|
|
backend: default
|
|
supported_extensions: ["txt","log"]
|
|
|
|
keyword_index:
|
|
default:
|
|
backend: bm25
|
|
tokenizer: default
|
|
|
|
file_store:
|
|
default:
|
|
backend: local
|
|
# backend: faiss
|
|
store_name: local
|
|
# embedding_store: default
|
|
embedding_store: ""
|
|
keyword_index: default
|
|
file_graph: default
|