II.
LibrarySkill JSON
Structured · livelib-skill:ai-agents-conversational--qdrant-integration
qdrant-integration json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-skill:ai-agents-conversational--qdrant-integration",
"_kind": "LibrarySkill",
"_file": "generated-library/skills.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "qdrant-integration",
"description": "Qdrant vector database with filtering, payloads, and quantization support",
"libraryPath": "library/specializations/ai-agents-conversational/skills/qdrant-integration/SKILL.md",
"specialization": "ai-agents-conversational",
"contentSummary": "# Qdrant Integration Skill\n\n## Capabilities\n\n- Set up Qdrant (local, cloud, self-hosted)\n- Create collections with configuration\n- Implement advanced filtering with payloads\n- Configure quantization for efficiency\n- Set up sparse vectors for hybrid search\n- Implement batch operations and op"
},
"outgoingEdges": [
{
"from": "lib-skill:ai-agents-conversational--qdrant-integration",
"to": "skill-area:retrieval-augmented-generation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:ai-agents-conversational--qdrant-integration",
"to": "skill-area:search-indexing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:ai-agents-conversational--qdrant-integration",
"to": "domain:software-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:ai-agents-conversational--qdrant-integration",
"to": "role:ml-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:ai-agents-conversational--qdrant-integration",
"to": "role:backend-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:ai-agents-conversational--qdrant-integration",
"to": "workflow:ml-model-lifecycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:ai-agents-conversational--qdrant-integration",
"to": "workflow:feature-development",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:ai-agents-conversational--qdrant-integration",
"to": "specialization:ai-agents-conversational",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
}
],
"incomingEdges": []
}