{
  "id": "retrieval-pipeline:rag-code-search",
  "_kind": "RetrievalPipeline",
  "_file": "domain/knowledge-fabric/retrieval-pipelines.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "RAG Code Search",
    "description": "Retrieval-augmented generation pipeline specialized for code search.\nEmbeds code snippets, docstrings, and commit messages into a vector\nstore and retrieves relevant code context to augment LLM prompts\nfor code generation, review, and debugging tasks.\n",
    "pipelineKind": "rag",
    "vectorStore": "chromadb",
    "chunkingStrategy": "semantic"
  },
  "outgoingEdges": [
    {
      "from": "retrieval-pipeline:rag-code-search",
      "to": "knowledge-source:code-repository",
      "kind": "retrieves_from"
    },
    {
      "from": "retrieval-pipeline:rag-code-search",
      "to": "knowledge-source:api-documentation",
      "kind": "retrieves_from"
    },
    {
      "from": "retrieval-pipeline:rag-code-search",
      "to": "vector-store:chroma",
      "kind": "uses_vector_store"
    },
    {
      "from": "retrieval-pipeline:rag-code-search",
      "to": "framework:langchain",
      "kind": "uses_framework"
    }
  ],
  "incomingEdges": [
    {
      "from": "knowledge-domain:engineering-knowledge",
      "to": "retrieval-pipeline:rag-code-search",
      "kind": "provides_knowledge_to"
    }
  ]
}