II.
StackProfile JSON
Structured · livestack-profile:rag-stack
RAG Application Stack (Python + LangChain + ChromaDB + FastAPI) json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "stack-profile:rag-stack",
"_kind": "StackProfile",
"_file": "domain/stack-profiles/stack-profiles-enrichment.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "RAG Application Stack (Python + LangChain + ChromaDB + FastAPI)"
},
"outgoingEdges": [
{
"from": "stack-profile:rag-stack",
"to": "role:ml-engineer",
"kind": "used_by_role"
},
{
"from": "stack-profile:rag-stack",
"to": "role:backend-engineer",
"kind": "used_by_role"
},
{
"from": "stack-profile:rag-stack",
"to": "role:data-engineer",
"kind": "used_by_role"
},
{
"from": "stack-profile:rag-stack",
"to": "domain:ml-ai",
"kind": "applies_to"
},
{
"from": "stack-profile:rag-stack",
"to": "domain:knowledge-management",
"kind": "applies_to"
},
{
"from": "stack-profile:rag-stack",
"to": "skill-area:retrieval-augmented-generation",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:rag-stack",
"to": "skill-area:rag-pipeline-engineering",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:rag-stack",
"to": "skill-area:embedding-optimization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:rag-stack",
"to": "skill-area:natural-language-processing",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:rag-stack",
"to": "skill-area:backend-api-design",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:rag-stack",
"to": "language:python",
"kind": "composed_of"
},
{
"from": "stack-profile:rag-stack",
"to": "framework:langchain",
"kind": "composed_of"
},
{
"from": "stack-profile:rag-stack",
"to": "framework:fastapi",
"kind": "composed_of"
},
{
"from": "stack-profile:rag-stack",
"to": "tool:chromadb",
"kind": "composed_of"
}
],
"incomingEdges": []
}