iiRecord
Agentic AI Atlas · RAG Application Stack (Python + LangChain + ChromaDB + FastAPI)
stack-profile:rag-stacka5c.ai
II.
StackProfile JSON

stack-profile:rag-stack

Structured · live

RAG Application Stack (Python + LangChain + ChromaDB + FastAPI) json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · domain/stack-profiles/stack-profiles-enrichment.yamlCluster · domain
Record JSON
{
  "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": []
}