feat: add optional api-key para for qdrant
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## This PR introduces multiple major updates across MemOS, focusing on evaluation, request context/logging, graph DB backends, retrieval/quoting, API capabilities, and prompts/templates. <!-- Please include a summary of the changes below; Fill in the issue number that this PR addresses (if applicable); Fill in the related MemOS-Docs repository issue or PR link (if applicable); Mention the person who will review this PR (if you know who it is); Replace (summary), (issue), (docs-issue-or-pr-link), and (reviewer) with the appropriate information. 请在下方填写更改的摘要； 填写此 PR 解决的问题编号（如果适用）； 填写相关的 MemOS-Docs 仓库 issue 或 PR 链接（如果适用）； 提及将审查此 PR 的人（如果您知道是谁）； 替换 (summary)、(issue)、(docs-issue-or-pr-link) 和 (reviewer) 为适当的信息。 --> Summary: - **Evaluation**: Added LoCoMo RAG & LongMemEval scripts with reproducible run commands. - **API & Middleware**: Introduced request context and middleware for trace IDs and multi-user support; added non-streaming Chat Complete and “further questions” generation. - **Logging & Observability**: Implemented custom logger with trace ID, and asynchronous handling for logs, notifications, and memory writes. - **Graph Backends**: Improved NebulaGraph session pool management and stability; fixed Neo4j Community bug. - **Retrieval & References**: Enabled memos_cube-scoped retrieval, adjusted reference display/format, and added reject-answer path. - **Prompts & Templates**: Added multilingual templates and refined Mem Reader prompt. - **LLM & Examples**: Updated vLLM adapter, fixed multi-user example, added user_id field to general_text. - **Testing**: Added/updated tests for request context, memory reader, searcher, and logging. Fix: #(issue) Docs Issue/PR: (docs-issue-or-pr-link) Reviewer: @(reviewer) ## Checklist: - [ ] I have performed a self-review of my own code | 我已自行检查了自己的代码 - [ ] I have commented my code in hard-to-understand areas | 我已在难以理解的地方对代码进行了注释 - [ ] I have added tests that prove my fix is effective or that my feature works | 我已添加测试以证明我的修复有效或功能正常 - [ ] I have created related documentation issue/PR in [MemOS-Docs](https://github.com/MemTensor/MemOS-Docs) (if applicable) | 我已在 [MemOS-Docs](https://github.com/MemTensor/MemOS-Docs) 中创建了相关的文档 issue/PR（如果适用） - [ ] I have linked the issue to this PR (if applicable) | 我已将 issue 链接到此 PR（如果适用） - [ ] I have mentioned the person who will review this PR | 我已提及将审查此 PR 的人
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Summary: (summary)
api-keyparameter for QdrantTested with:
pytest -q MemOS/tests/configs/test_vec_db.py::test_qdrant_vec_db_configpytest -q MemOS/tests/vec_dbs/test_qdrant.py::test_client_receives_api_keyChecklist: