iiRecord
Agentic AI Atlas · langchain-retriever
lib-skill:ai-agents-conversational--langchain-retrievera5c.ai
II.
LibrarySkill JSON

lib-skill:ai-agents-conversational--langchain-retriever

Structured · live

langchain-retriever json

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

File · generated-library/skills.yamlCluster · generated-library
Record JSON
{
  "id": "lib-skill:ai-agents-conversational--langchain-retriever",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "langchain-retriever",
    "description": "LangChain retriever implementation with various retrieval strategies for RAG applications",
    "libraryPath": "library/specializations/ai-agents-conversational/skills/langchain-retriever/SKILL.md",
    "specialization": "ai-agents-conversational",
    "contentSummary": "# LangChain Retriever Skill\n\n## Capabilities\n\n- Implement various LangChain retriever types\n- Configure vector store retrievers\n- Set up multi-query retrievers for improved recall\n- Implement contextual compression retrievers\n- Design ensemble retrievers combining multiple strategies\n- Conf"
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:ai-agents-conversational--langchain-retriever",
      "to": "skill-area:retrieval-augmented-generation",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--langchain-retriever",
      "to": "skill-area:search-indexing",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--langchain-retriever",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--langchain-retriever",
      "to": "role:ml-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--langchain-retriever",
      "to": "role:backend-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--langchain-retriever",
      "to": "workflow:ml-model-lifecycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--langchain-retriever",
      "to": "workflow:feature-development",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:ai-agents-conversational--langchain-retriever",
      "to": "specialization:ai-agents-conversational",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}