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Design Astra DB Data API and vector-search backends for retrieval, metadata filtering, and LangChain-compatible stores.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Build MCP servers with Node and TypeScript using tools, resources, Zod schemas, and stdio transport.
Write maintainable Python packages with type hints, dataclasses, pathlib, and clear module boundaries.
Test Python applications with pytest fixtures, parametrization, temporary paths, and regression coverage.
Build Astra DB Data API vector retrieval adapters and LangChain-compatible backend contracts.
Build MCP servers with TypeScript, Zod schemas, registered tools, and stdio transport.
Write pytest fixtures, golden regression evals, and CLI integration tests.
| name | astra-vector-backend |
| description | Design Astra DB Data API and vector-search backends for retrieval, metadata filtering, and LangChain-compatible stores. |
| tags | ["astra","database","vector","langchain"] |
| complements | ["mcp-server-patterns"] |
Use this skill for Astra DB Data API integrations, vector indexes, retrieval metadata, and LangChain-compatible vector store adapters.
