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dify/api/core/skill/assembler/assemblers.py

81 lines
2.9 KiB
Python

from collections.abc import Mapping
from core.app.entities.app_asset_entities import AppAssetFileTree
from core.skill.assembler.common import (
build_skill_graph,
compute_transitive_dependance,
expand_referenced_skill_ids,
get_metadata,
process_skill_content,
)
from core.skill.entities.skill_bundle import Skill, SkillBundle, SkillDependance
from core.skill.entities.skill_document import SkillDocument
class SkillBundleAssembler:
_file_tree: AppAssetFileTree
def __init__(self, file_tree: AppAssetFileTree) -> None:
self._file_tree = file_tree
def assemble_bundle(
self,
documents: Mapping[str, SkillDocument],
assets_id: str,
) -> SkillBundle:
direct_skills: dict[str, Skill] = {}
for skill_id, doc in documents.items():
metadata = get_metadata(doc.content, doc.metadata)
direct_dependance = SkillDependance.from_metadata(metadata)
direct_skills[skill_id] = Skill(
skill_id=skill_id,
direct_dependance=direct_dependance,
dependance=direct_dependance,
content=process_skill_content(doc.content, metadata, self._file_tree, skill_id),
)
graph = build_skill_graph(direct_skills, self._file_tree)
transitive_map = compute_transitive_dependance(direct_skills, graph)
compiled_skills: dict[str, Skill] = {}
for skill_id, skill in direct_skills.items():
compiled_skills[skill_id] = skill.model_copy(update={"dependance": transitive_map[skill_id]})
return SkillBundle(asset_tree=self._file_tree, assets_id=assets_id, skills=compiled_skills)
class SkillDocumentAssembler:
_bundle: SkillBundle
def __init__(self, bundle: SkillBundle) -> None:
self._bundle = bundle
def assemble_document(self, document: SkillDocument, base_path: str = "") -> Skill:
metadata = get_metadata(document.content, document.metadata)
direct_dependance = SkillDependance.from_metadata(metadata)
resolved_content = process_skill_content(
document.content,
metadata,
self._bundle.asset_tree,
document.skill_id,
base_path,
)
transitive_dependance = direct_dependance
known_skill_ids = set(self._bundle.skills.keys())
referenced_skill_ids = expand_referenced_skill_ids(
direct_dependance.files, known_skill_ids, self._bundle.asset_tree
)
for skill_id in sorted(referenced_skill_ids):
referenced_skill = self._bundle.get(skill_id)
if referenced_skill is None:
continue
transitive_dependance = transitive_dependance | referenced_skill.dependance
return Skill(
skill_id=document.skill_id,
direct_dependance=direct_dependance,
dependance=transitive_dependance,
content=resolved_content,
)