AI Slop Code RIsk Monitor

dataelement/bisheng

BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more.

19.6 Elevated pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for dataelement/bisheng, a Python project with 12,032 GitHub stars. SynthScan examined 1,012,590 lines of code across 5694 source files, recording 13473 pattern matches distributed across 26 syntactic categories. The legacy adjusted pattern signal is 19.6 (Elevated pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

19.6
Adjusted Signal
19.6
Raw Pattern Score
100%
Time Factor
2026-10-10
Last Push
12.0K
Stars
Python
Language
1.0M
Lines of Code
5.7K
Files
13.5K
Pattern Hits
2026-10-12
Scan Date
0.05
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 37.5/100 · MEDIUM

Can maintainers explain intent, assumptions, and trade-offs? 8595 finding(s).

Hallucinated Dependency & Supply Chain Risk 8.7/100 · LOW

Are imports declared and package/API names verified? 1571 finding(s).

Agent Over-Engineering Ratio 56.0/100 · HIGH

Are wrappers, guards, and repeated structures necessary? 10935 finding(s).

PR Review Velocity Impact 60.0/100 · HIGH

Which changes need focused human review? 13473 finding(s).

What These Metrics Mean

Adjusted Signal
Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score
Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor
A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits
Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate
High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files
Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 288MEDIUM 1817LOW 11368

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 13473 distinct pattern matches across 26 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hyper-Verbose Identifiers7545 hits · 8074 pts
SeverityFileLineSnippetContext
LOW…/skills/react-component-refactor/resources/EXAMPLES.md168export function validateCreateChannelForm(CODE
LOWtools/scan_errcode_i18n.py29def locale_error_numeric_keys(bs_path: Path) -> set[int]:CODE
LOWtools/extract_errcodes_ast.py72def duplicate_code_definitions() -> dict[int, list[str]]:CODE
LOWfeatures/v2.5.1/014-sso-org-realtime-sync/tasks.md359 async def assert_parent_chain_exists(cls, external_ids: Iterable[str]) -> dict[str, Department]:STRING
LOWfeatures/v2.5.1/020-llm-tenant-isolation/tasks.md215 async def ainsert_server_with_models(cls, server, models, *, share_to_children: bool = True, operator=None):CODE
LOWfeatures/v2.5.1/020-llm-tenant-isolation/tasks.md300 async def aget_shared_server_ids_for_leaf(cls, leaf_id: int) -> list[int]:CODE
LOWfeatures/v2.5.1/020-llm-tenant-isolation/spec.md127 async def ainsert_server_with_models(cls, server: LLMServer, models: list[LLMModel]):CODE
LOWfeatures/v2.5.1/020-llm-tenant-isolation/spec.md184 async def aupdate_server_with_models(cls, server_id: int, data: dict, operator: UserPayload):CODE
LOWfeatures/v2.5.1/012-tenant-resolver/tasks.md306 async def _rewrite_fga_member_tuples(cls, user_id, old_tenant_id, new_tenant_id):CODE
LOWfeatures/v2.5.1/012-tenant-resolver/tasks.md466 def reconcile_user_tenant_assignments():CODE
LOWfeatures/v2.5.1/015-ldap-reconcile-celery/tasks.md621 def reconcile_all_organizations():CODE
LOW⚡features/v2.5.1/015-ldap-reconcile-celery/tasks.md852 def report_ts_conflicts_weekly():CODE
LOW⚡features/v2.5.1/015-ldap-reconcile-celery/tasks.md863 def report_ts_conflicts_daily_escalation():CODE
LOWfeatures/v2.5.1/017-tenant-shared-storage/tasks.md452 async def _list_root_shared_resources(self) -> list[dict]:CODE
LOWfeatures/v2.5.1/017-tenant-shared-storage/tasks.md810 def _translate_to_root_prefix(self, name: str) -> str:STRING
LOWfeatures/v2.5.1/017-tenant-shared-storage/tasks.md832 async def similarity_search_with_fallback(query, knowledge_ids, top_k=5, **kw):STRING
LOWfeatures/v2.5.1/016-tenant-quota-hierarchy/tasks.md228 async def test_count_usage_strict_excludes_sibling_tenants(db_session, factories):CODE
LOWfeatures/v2.5.1/016-tenant-quota-hierarchy/tasks.md239 async def test_aggregate_root_usage_sums_self_plus_active_children(db_session, factories):CODE
LOWfeatures/v2.5.1/016-tenant-quota-hierarchy/tasks.md252 async def test_aggregate_root_usage_no_children(db_session, factories):CODE
LOWfeatures/v2.5.1/016-tenant-quota-hierarchy/tasks.md379 async def test_check_quota_leaf_exceeded(factories, login_user_child):CODE
LOWfeatures/v2.5.1/016-tenant-quota-hierarchy/tasks.md390 async def test_check_quota_root_hardcap_blocks_child(factories, login_user_child):CODE
LOWfeatures/v2.5.1/016-tenant-quota-hierarchy/tasks.md415 async def test_check_quota_admin_bypass(factories, login_user_admin):CODE
LOW⚡features/v2.5.1/016-tenant-quota-hierarchy/tasks.md564 async def test_root_hardcap_less_than_child_triggers_first():CODE
LOW⚡features/v2.5.1/016-tenant-quota-hierarchy/tasks.md567 async def test_shared_resource_counts_only_root():CODE
LOW⚡features/v2.5.1/016-tenant-quota-hierarchy/tasks.md573 async def test_root_saturated_blocks_all_children():CODE
LOW⚡features/v2.5.1/016-tenant-quota-hierarchy/tasks.md576 async def test_strict_filter_no_inlist_leak():CODE
LOW⚡features/v2.5.1/016-tenant-quota-hierarchy/tasks.md582 async def test_model_tokens_monthly_table_missing_returns_zero():CODE
LOW⚡features/v2.5.1/016-tenant-quota-hierarchy/tasks.md586 async def test_quota_tree_returns_root_and_active_children(client, factories, admin_cookie):CODE
LOWfeatures/v2.5.1/016-tenant-quota-hierarchy/tasks.md598 async def test_quota_tree_forbidden_for_non_super_admin(client, child_admin_cookie):CODE
LOWfeatures/v2.5.1/016-tenant-quota-hierarchy/tasks.md603 async def test_put_quota_accepts_storage_gb_key(client, factories, admin_cookie):CODE
LOWfeatures/v2.5.1/019-admin-tenant-scope/tasks.md214 async def clear_on_token_version_bump(cls, user_id: int) -> None:CODE
LOWfeatures/v2.5.1/019-admin-tenant-scope/spec.md171 async def clear_on_token_version_bump(cls, user_id: int):CODE
LOWfeatures/v2.5.1/011-tenant-tree-model/tasks.md529 - **全局超管列表获取**:新增 helper `async def _list_global_super_admins() -> list[int]`,内部调 `FGAClient.list_users(system:global,STRING
LOWfeatures/v2.5.0/006-permission-migration/spec.md426async def _migrate_rbac_to_rebac_if_needed():CODE
LOW…6.0/031-channel-source-subscription-reconcile/tasks.md45 **逻辑**: 新增 `async def find_all_referenced_source_ids(self) -> set[str]`:读取当前租户所有 `channel.source_list` 列,在 Python 内展开求CODE
LOW…6.0/031-channel-source-subscription-reconcile/tasks.md93 **逻辑**: 新增 `async def reconcile_information_subscriptions(self) -> dict`(运行在调用方注入的某租户上下文内):CODE
LOW…/skills/react-component-refactor/resources/EXAMPLES.md168export function validateCreateChannelForm(CODE
LOWdocs/PRD/2.6 RAG 检索上下文优化 PRD/2.6 RAG 检索上下文格式优化 PRD.md114def render_documents_to_llm_context(documents: List[Document]) -> str:CODE
LOWsrc/frontend/platform/src/contexts/alertContext.tsx131 function removeFromNotificationList(index: string) {CODE
LOWsrc/frontend/platform/src/util/reactflowUtils.ts882export function connectedInputNodesOnHandle(CODE
LOWsrc/frontend/platform/src/util/reactflowUtils.ts1127export function updateComponentNameAndType(CODE
LOWsrc/frontend/platform/src/util/reactflowUtils.ts1132export function removeFileNameFromComponents(flow: FlowType) {CODE
LOWsrc/frontend/platform/src/util/flowUtils.ts482export function updateVariableNameByCondition(paramItem, questions) {CODE
LOW…c/frontend/platform/src/layout/licenseBannerGateway.ts14export function shouldFetchGatewayLicenseStatus(CODE
LOWsrc/frontend/platform/src/utils/userDisplayName.ts24export function buildMemberDisplayNameMap(CODE
LOWsrc/frontend/platform/src/utils/loginReturnTo.ts73export function rememberDesktopLoginReturnTo(): void {CODE
LOW…rm/src/components/chatComponent/buildTrigger/index.tsx140 async function enforceMinimumLoadingTime(CODE
LOW…/components/bs-comp/knowledgeUploadComponent/index.tsx15function getKnowledgeUploadSizeLimitMB(file: File, appConfig: { uploadFileMaxSize?: number; uploadMediaMaxSize?: number CODE
LOW…mponents/bs-comp/knowledgeUploadComponent/DropZone.tsx12export function getKnowledgeUploadFormats(CODE
LOW…s-comp/chatComponent/CitationDocumentPreviewDrawer.tsx203function useResolvedCitationDetail(preview: CitationDocumentPreviewState | null) {CODE
LOW…s-comp/chatComponent/CitationDocumentPreviewDrawer.tsx255export function CitationDocumentPreviewContent({CODE
LOW…s-comp/chatComponent/CitationDocumentPreviewDrawer.tsx312export default function CitationDocumentPreviewDrawer({CODE
LOW…/src/components/bs-comp/chatComponent/citationUtils.ts127export function transformPrivateCitations(content: string) {CODE
LOW…/src/components/bs-comp/chatComponent/citationUtils.ts276export function getCitationDocumentFileType(detail?: ChatCitation | null) {CODE
LOW⚡…/src/components/bs-comp/chatComponent/citationUtils.ts292export function getCitationDocumentPreviewUrl(detail?: ChatCitation | null) {CODE
LOW⚡…/src/components/bs-comp/chatComponent/citationUtils.ts297export function getCitationDocumentDownloadUrl(detail?: ChatCitation | null) {CODE
LOW⚡…/src/components/bs-comp/chatComponent/citationUtils.ts302export function isRagCitationMissingPreviewUrl(detail?: ChatCitation | null) {CODE
LOW…/src/components/bs-comp/chatComponent/citationUtils.ts423export function parseLegacyWebCitationContent(content: string) {CODE
LOW…/src/components/bs-comp/chatComponent/citationUtils.ts456function extractRagParagraphContent(value?: string | null) {CODE
LOW…/src/components/bs-comp/chatComponent/citationUtils.ts505export function buildCitationDocumentPreview(detail: ChatCitation | null, data: Partial<CitationDisplayData>): CitationPCODE
7485 more matches not shown…
Decorative Section Separators1633 hits · 5966 pts
SeverityFileLineSnippetContext
MEDIUM.cursor/skills/e2e-test/references/test-template.md35 # ──────── Fixtures ────────COMMENT
MEDIUM.cursor/skills/e2e-test/references/test-template.md77 # ──────── Happy Path Tests ────────COMMENT
MEDIUM.cursor/skills/e2e-test/references/test-template.md114 # ──────── Error Path Tests ────────COMMENT
MEDIUM.cursor/skills/e2e-test/references/test-template.md137 # ──────── Permission Tests ────────COMMENT
MEDIUMdocker/deploy.sh2# =============================================================COMMENT
MEDIUMdocker/deploy.sh5# =============================================================COMMENT
MEDIUMdocker/deploy.sh20# ─── 颜色输出 ────────────────────────────────────────────────COMMENT
MEDIUMdocker/deploy.sh29# ─── 帮助 ────────────────────────────────────────────────────COMMENT
MEDIUMdocker/deploy.sh66# ─── service 别名解析 ─────────────────────────────────────────COMMENT
MEDIUMdocker/deploy.sh82# ─── 查看日志 ─────────────────────────────────────────────────COMMENT
MEDIUMdocker/deploy.sh121# ─── 修改版本号 ───────────────────────────────────────────────COMMENT
MEDIUMdocker/deploy.sh148# ─── 进入容器 ─────────────────────────────────────────────────COMMENT
MEDIUMdocker/deploy.sh167# ─── 更新镜像并重启 ───────────────────────────────────────────COMMENT
MEDIUMdocker/deploy.sh189# ─── 重启容器 ─────────────────────────────────────────────────COMMENT
MEDIUMdocker/deploy.sh208# ─── 入口 ────────────────────────────────────────────────────COMMENT
MEDIUM.claude/skills/e2e-test/references/test-template.md35 # ──────── Fixtures ────────COMMENT
MEDIUM.claude/skills/e2e-test/references/test-template.md77 # ──────── Happy Path Tests ────────COMMENT
MEDIUM.claude/skills/e2e-test/references/test-template.md114 # ──────── Error Path Tests ────────COMMENT
MEDIUM.claude/skills/e2e-test/references/test-template.md137 # ──────── Permission Tests ────────COMMENT
MEDIUM⚡docs/blog/企业权限体系设计的前世今生.md1483# ============================================COMMENT
MEDIUM⚡docs/blog/企业权限体系设计的前世今生.md1485# ============================================COMMENT
MEDIUM⚡docs/blog/企业权限体系设计的前世今生.md1489# ============================================COMMENT
MEDIUM⚡docs/blog/企业权限体系设计的前世今生.md1491# ============================================COMMENT
MEDIUM⚡docs/blog/企业权限体系设计的前世今生.md1499# ============================================COMMENT
MEDIUM⚡docs/blog/企业权限体系设计的前世今生.md1501# ============================================COMMENT
MEDIUM⚡docs/blog/企业权限体系设计的前世今生.md1509# ============================================COMMENT
MEDIUM⚡docs/blog/企业权限体系设计的前世今生.md1511# ============================================COMMENT
MEDIUMdocs/blog/企业权限体系设计的前世今生.md1522# ============================================COMMENT
MEDIUMdocs/blog/企业权限体系设计的前世今生.md1524# ============================================COMMENT
MEDIUMdocs/blog/企业权限体系设计的前世今生.md1535# ============================================COMMENT
MEDIUMdocs/blog/企业权限体系设计的前世今生.md1537# ============================================COMMENT
MEDIUMdocs/blog/企业权限体系设计的前世今生.md1550# ============================================COMMENT
MEDIUMdocs/blog/企业权限体系设计的前世今生.md1552# ============================================COMMENT
MEDIUMscripts/arch-guard.sh24# ── RULE-1:common/core 不导入 domain/api ──────────────────────────COMMENT
MEDIUMscripts/arch-guard.sh37# ── RULE-2:database/models 不导入 domain ──────────────────────────COMMENT
MEDIUMscripts/arch-guard.sh47# ── RULE-3:Endpoint 不直接导入 database/models ────────────────────COMMENT
MEDIUMscripts/arch-guard.sh58# ── RULE-4:domain.models 不导入 domain.services ───────────────────COMMENT
MEDIUMscripts/arch-guard.sh68# ── RULE-5:API 层不跨模块互相导入 ─────────────────────────────────COMMENT
MEDIUMscripts/arch-guard.sh84# ── RULE-6:前端 store 不直接调 HTTP ───────────────────────────────COMMENT
MEDIUMscripts/arch-guard.sh94# ── RULE-7:硬编码敏感信息检测 ─────────────────────────────────────COMMENT
MEDIUMscripts/arch-guard.sh122# ── RULE-9:业务模块不得感知 OpenFGA 基础设施(C4)───────────────COMMENT
MEDIUMsrc/frontend/platform/src/test/approvalPage.test.tsx6// ── mocks ─────────────────────────────────────────────────────────────────COMMENT
MEDIUMsrc/frontend/platform/src/test/approvalPage.test.tsx57// ── fixtures ──────────────────────────────────────────────────────────────COMMENT
MEDIUMsrc/frontend/platform/src/test/approvalPage.test.tsx131// ── tests ─────────────────────────────────────────────────────────────────COMMENT
MEDIUMsrc/frontend/platform/src/controllers/API/department.ts17// ── Lazy tree (F038) ───────────────────────────────────COMMENT
MEDIUMsrc/frontend/platform/src/controllers/API/department.ts56// ── CRUD ───────────────────────────────────────────────COMMENT
MEDIUMsrc/frontend/platform/src/controllers/API/department.ts89// ── Mount as Child Tenant ──────────────────────────────COMMENT
MEDIUMsrc/frontend/platform/src/controllers/API/department.ts116// ── Move ───────────────────────────────────────────────COMMENT
MEDIUMsrc/frontend/platform/src/controllers/API/department.ts127// ── Members ────────────────────────────────────────────COMMENT
MEDIUMsrc/frontend/platform/src/controllers/API/department.ts277// ── Admins ─────────────────────────────────────────────COMMENT
MEDIUMsrc/frontend/platform/src/controllers/API/tenant.ts11// ── Admin CRUD ──────────────────────────────────────────COMMENT
MEDIUMsrc/frontend/platform/src/controllers/API/tenant.ts48// ── Quota ────────────────────────────────────────────────COMMENT
MEDIUMsrc/frontend/platform/src/controllers/API/tenant.ts63// ── Tenant Admins ────────────────────────────────────────COMMENT
MEDIUMsrc/frontend/platform/src/controllers/API/tenant.ts87// ── Tenant Users ─────────────────────────────────────────COMMENT
MEDIUMsrc/frontend/platform/src/controllers/API/tenant.ts120// ── User-facing ──────────────────────────────────────────COMMENT
MEDIUMsrc/frontend/platform/src/pages/ApprovalPage/index.tsx46// ─── helpers ────────────────────────────────────────────────────────────────COMMENT
MEDIUMsrc/frontend/platform/src/pages/ApprovalPage/index.tsx124// ─── Condition field / value metadata ────────────────────────────────────────COMMENT
MEDIUMsrc/frontend/platform/src/pages/ApprovalPage/index.tsx215// ─── Add/Edit dialogs ────────────────────────────────────────────────────────COMMENT
MEDIUMsrc/frontend/platform/src/pages/ApprovalPage/index.tsx913// ─── Approval progress timeline (for exception detail) ───────────────────────COMMENT
MEDIUMsrc/frontend/platform/src/pages/ApprovalPage/index.tsx1114// ─── Main page ───────────────────────────────────────────────────────────────COMMENT
1573 more matches not shown…
Unused Imports1364 hits · 1308 pts
SeverityFileLineSnippetContext
LOWtools/scan_errcode_i18n.py7CODE
LOWtools/apply_missing_errcode_i18n.py8CODE
LOWtools/extract_errcodes_ast.py2CODE
LOW…openapi-auth-and-identity/generate_openapi_contract.py3CODE
LOWscripts/gen_conversation_export_template.py20CODE
LOWsrc/backend/bisheng_langchain/text_splitter.py3CODE
LOWsrc/backend/bisheng_langchain/retrievers/__init__.py1CODE
LOWsrc/backend/bisheng_langchain/retrievers/__init__.py2CODE
LOWsrc/backend/bisheng_langchain/embeddings/__init__.py1CODE
LOWsrc/backend/bisheng_langchain/embeddings/__init__.py1CODE
LOWsrc/backend/bisheng_langchain/embeddings/__init__.py1CODE
LOWsrc/backend/bisheng_langchain/embeddings/__init__.py1CODE
LOWsrc/backend/bisheng_langchain/embeddings/__init__.py1CODE
LOWsrc/backend/bisheng_langchain/embeddings/__init__.py1CODE
LOWsrc/backend/bisheng_langchain/embeddings/__init__.py3CODE
LOWsrc/backend/bisheng_langchain/embeddings/__init__.py4CODE
LOWsrc/backend/bisheng_langchain/embeddings/__init__.py5CODE
LOWsrc/backend/bisheng_langchain/embeddings/wenxin.py1CODE
LOW…backend/bisheng_langchain/embeddings/huggingfacegte.py3CODE
LOW…backend/bisheng_langchain/embeddings/huggingfacegte.py5CODE
LOW…isheng_langchain/embeddings/huggingfacemultilingual.py3CODE
LOW…isheng_langchain/embeddings/huggingfacemultilingual.py5CODE
LOW…backend/bisheng_langchain/embeddings/host_embedding.py1CODE
LOW…end/bisheng_langchain/embeddings/interface/__init__.py1CODE
LOWsrc/backend/bisheng_langchain/memory/__init__.py1CODE
LOW…ackend/bisheng_langchain/gpts/tools/calculator/tool.py1CODE
LOW…ackend/bisheng_langchain/gpts/tools/calculator/tool.py2CODE
LOW…ackend/bisheng_langchain/gpts/tools/calculator/tool.py4CODE
LOW…ackend/bisheng_langchain/gpts/tools/calculator/tool.py7CODE
LOW…backend/bisheng_langchain/gpts/tools/message/wechat.py6CODE
LOW…/backend/bisheng_langchain/gpts/tools/message/email.py8CODE
LOW…ckend/bisheng_langchain/gpts/tools/message/dingding.py1CODE
LOW…ckend/bisheng_langchain/gpts/tools/message/dingding.py1CODE
LOW…ckend/bisheng_langchain/gpts/tools/message/dingding.py6CODE
LOW…d/bisheng_langchain/gpts/tools/api_tools/tianyancha.py2CODE
LOW…d/bisheng_langchain/gpts/tools/api_tools/tianyancha.py4CODE
LOW…backend/bisheng_langchain/gpts/tools/api_tools/jina.py6CODE
LOW…backend/bisheng_langchain/gpts/tools/api_tools/sina.py3CODE
LOW…backend/bisheng_langchain/gpts/tools/api_tools/base.py1CODE
LOW…/bisheng_langchain/gpts/tools/code_interpreter/tool.py6CODE
LOW…/bisheng_langchain/gpts/tools/code_interpreter/tool.py10CODE
LOW…/bisheng_langchain/gpts/tools/code_interpreter/tool.py11CODE
LOW…backend/bisheng_langchain/gpts/agent_types/__init__.py1CODE
LOW…backend/bisheng_langchain/gpts/agent_types/__init__.py1CODE
LOW…backend/bisheng_langchain/gpts/agent_types/__init__.py5CODE
LOW…heng_langchain/gpts/agent_types/llm_functions_agent.py1CODE
LOW…/bisheng_langchain/gpts/agent_types/llm_react_agent.py12CODE
LOWsrc/backend/bisheng_langchain/gpts/prompts/__init__.py1CODE
LOWsrc/backend/bisheng_langchain/gpts/prompts/__init__.py2CODE
LOWsrc/backend/bisheng_langchain/gpts/prompts/__init__.py3CODE
LOWsrc/backend/bisheng_langchain/gpts/prompts/__init__.py4CODE
LOWsrc/backend/bisheng_langchain/gpts/prompts/__init__.py5CODE
LOWsrc/backend/bisheng_langchain/gpts/prompts/__init__.py6CODE
LOWsrc/backend/bisheng_langchain/gpts/prompts/__init__.py6CODE
LOW…eng_langchain/gpts/prompts/breif_description_prompt.py1CODE
LOW…bisheng_langchain/gpts/prompts/assistant_prompt_opt.py1CODE
LOW…d/bisheng_langchain/gpts/prompts/react_agent_prompt.py8CODE
LOW…isheng_langchain/gpts/prompts/opening_dialog_prompt.py1CODE
LOWsrc/backend/bisheng_langchain/chat_models/sensetime.py1CODE
LOWsrc/backend/bisheng_langchain/chat_models/minimax.py2CODE
1304 more matches not shown…
Excessive Try-Catch Wrapping1240 hits · 1256 pts
SeverityFileLineSnippetContext
LOWfeatures/v2.5.1/018-resource-owner-transfer/tasks.md227 except Exception as exc:CODE
LOWfeatures/v2.5.1/013-tenant-fga-tree/tasks.md277 except Exception as e: # noqa: BLE001 — gray period toleranceCODE
LOWfeatures/v2.5.1/013-tenant-fga-tree/tasks.md546 except Exception as e: # noqa: BLE001CODE
LOWfeatures/v2.5.1/014-sso-org-realtime-sync/tasks.md612 except Exception as e:CODE
LOWfeatures/v2.5.1/014-sso-org-realtime-sync/tasks.md634 except Exception as e:CODE
LOWfeatures/v2.5.1/012-tenant-resolver/tasks.md486 except Exception as e:CODE
LOWfeatures/v2.5.1/015-ldap-reconcile-celery/tasks.md428 except Exception as e:CODE
LOWfeatures/v2.5.1/015-ldap-reconcile-celery/tasks.md466 except Exception:CODE
LOWfeatures/v2.5.1/015-ldap-reconcile-celery/tasks.md646 except Exception:CODE
LOW⚡features/v2.5.1/015-ldap-reconcile-celery/tasks.md857 except Exception:CODE
LOW⚡features/v2.5.1/015-ldap-reconcile-celery/tasks.md868 except Exception:CODE
LOW…ures/v2.5.1/019-admin-tenant-scope/role-revoke-hook.md37 except Exception as exc: # noqa: BLE001CODE
LOWfeatures/v2.5.0/008-resource-rebac-adaptation/tasks.md139 except Exception as e:CODE
LOWfeatures/v2.5.0/003-user-group/tasks.md138 except Exception:CODE
LOWfeatures/v2.5.0/003-user-group/spec.md208 except Exception:CODE
LOWfeatures/v2.6.0/027-rebac-list-perf-optim/spec.md239 except Exception as exc:CODE
LOWscripts/gen_conversation_export_template.py193 except Exception: # pragma: no cover - style add failure is non-criticalCODE
LOWscripts/gen_conversation_export_template.py213 except Exception:CODE
LOWscripts/gen_conversation_export_template.py220 except Exception:CODE
LOWsrc/backend/AGENTS.md49except Exception:CODE
LOWsrc/backend/AGENTS.md55except Exception:CODE
LOWsrc/backend/CLAUDE.md49except Exception:CODE
LOWsrc/backend/CLAUDE.md55except Exception:CODE
LOW…backend/bisheng_langchain/embeddings/host_embedding.py76 except Exception:CODE
LOW…backend/bisheng_langchain/embeddings/host_embedding.py121 except Exception as e:CODE
LOW…backend/bisheng_langchain/embeddings/host_embedding.py175 except Exception:CODE
LOW…ckend/bisheng_langchain/embeddings/interface/wenxin.py69 except Exception as e:CODE
LOWsrc/backend/bisheng_langchain/linsight/utils.py115 except Exception:CODE
LOW…c/backend/bisheng_langchain/gpts/auto_tool_selected.py51 except Exception as e:CODE
LOWsrc/backend/bisheng_langchain/gpts/auto_optimization.py85 except Exception as e:CODE
LOW…/backend/bisheng_langchain/gpts/tools/message/email.py85 except Exception as e:CODE
LOW…_langchain/gpts/tools/code_interpreter/e2b_executor.py92 except Exception:CODE
LOW…_langchain/gpts/tools/code_interpreter/e2b_executor.py352except Exception as e:CODE
LOW…langchain/gpts/tools/code_interpreter/base_executor.py322 except Exception:CODE
LOW…langchain/gpts/tools/code_interpreter/base_executor.py338 except Exception:CODE
LOW…/bisheng_langchain/gpts/tools/code_interpreter/tool.py43 except Exception:CODE
LOW…/bisheng_langchain/gpts/agent_types/llm_react_agent.py107 except Exception as e:CODE
LOW⚡…/bisheng_langchain/gpts/agent_types/llm_react_agent.py127 except Exception as e:CODE
LOWsrc/backend/bisheng_langchain/chat_models/host_llm.py164 except Exception:CODE
LOWsrc/backend/bisheng_langchain/chat_models/host_llm.py231 except Exception as e:CODE
LOWsrc/backend/bisheng_langchain/chat_models/host_llm.py291 except Exception as e:CODE
LOWsrc/backend/bisheng_langchain/chat_models/host_llm.py308 except Exception:CODE
LOW…end/bisheng_langchain/chat_models/interface/minimax.py107 except Exception as e:CODE
LOW…kend/bisheng_langchain/chat_models/interface/xunfei.py228 except Exception as e:CODE
LOW…kend/bisheng_langchain/chat_models/interface/openai.py55 except Exception as e:CODE
LOW…kend/bisheng_langchain/chat_models/interface/wenxin.py103 except Exception as e:CODE
LOW…end/bisheng_langchain/chat_models/interface/zhipuai.py68 except Exception as e:CODE
LOW…d/bisheng_langchain/agents/llm_functions_agent/base.py54 except Exception:CODE
LOW…gchain/agents/chatglm_functions_agent/output_parser.py45 except Exception as e:CODE
LOW…gchain/agents/chatglm_functions_agent/output_parser.py73 except Exception as e:CODE
LOW⚡src/backend/bisheng_langchain/utils/openapi.py8 except Exception as e:CODE
LOWsrc/backend/bisheng_langchain/utils/wrap_function.py15 except Exception as e:CODE
LOWsrc/backend/bisheng_langchain/utils/wrap_function.py39 except Exception as e:CODE
LOWsrc/backend/bisheng_langchain/input_output/output.py141 except Exception as e:CODE
LOWsrc/backend/bisheng_langchain/input_output/output.py146 except Exception as e2:CODE
LOWsrc/backend/bisheng_langchain/rag/bisheng_rag_tool.py197 except Exception as e:CODE
LOWsrc/backend/bisheng_langchain/rag/bisheng_rag_tool.py249 except Exception as e:CODE
LOWsrc/backend/bisheng_langchain/rag/api/fastgpt_rag.py176 except Exception as e:CODE
LOWsrc/backend/bisheng_langchain/rag/api/fastgpt_rag.py318 except Exception as e:CODE
LOWsrc/backend/bisheng_langchain/rag/api/dify_rag.py157 except Exception as e:CODE
1180 more matches not shown…
Cross-File Repetition109 hits · 545 pts
SeverityFileLineSnippetContext
HIGHsrc/backend/bisheng_langchain/embeddings/wenxin.py0holds any model parameters valid for `create` call not explicitly specified.STRING
HIGH…backend/bisheng_langchain/embeddings/host_embedding.py0holds any model parameters valid for `create` call not explicitly specified.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/sensetime.py0holds any model parameters valid for `create` call not explicitly specified.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/minimax.py0holds any model parameters valid for `create` call not explicitly specified.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/host_llm.py0holds any model parameters valid for `create` call not explicitly specified.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/wenxin.py0holds any model parameters valid for `create` call not explicitly specified.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/qwen.py0holds any model parameters valid for `create` call not explicitly specified.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/proxy_llm.py0holds any model parameters valid for `create` call not explicitly specified.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/zhipuai.py0holds any model parameters valid for `create` call not explicitly specified.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/xunfeiai.py0holds any model parameters valid for `create` call not explicitly specified.STRING
HIGHsrc/backend/bisheng_langchain/embeddings/wenxin.py0validate that api key and python package exists in environment.STRING
HIGH…backend/bisheng_langchain/embeddings/host_embedding.py0validate that api key and python package exists in environment.STRING
HIGH…eng_langchain/gpts/tools/dalle_image_generator/tool.py0validate that api key and python package exists in environment.STRING
HIGH…d/bisheng_langchain/gpts/tools/api_tools/tianyancha.py0validate that api key and python package exists in environment.STRING
HIGH…backend/bisheng_langchain/gpts/tools/api_tools/base.py0validate that api key and python package exists in environment.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/sensetime.py0validate that api key and python package exists in environment.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/minimax.py0validate that api key and python package exists in environment.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/host_llm.py0validate that api key and python package exists in environment.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/wenxin.py0validate that api key and python package exists in environment.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/qwen.py0validate that api key and python package exists in environment.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/proxy_llm.py0validate that api key and python package exists in environment.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/zhipuai.py0validate that api key and python package exists in environment.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/xunfeiai.py0validate that api key and python package exists in environment.STRING
HIGH…bisheng_langchain/utils/azure_dalle_image_generator.py0validate that api key and python package exists in environment.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/sensetime.py0timeout for requests to openai completion api. default is 600 seconds.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/minimax.py0timeout for requests to openai completion api. default is 600 seconds.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/host_llm.py0timeout for requests to openai completion api. default is 600 seconds.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/wenxin.py0timeout for requests to openai completion api. default is 600 seconds.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/qwen.py0timeout for requests to openai completion api. default is 600 seconds.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/proxy_llm.py0timeout for requests to openai completion api. default is 600 seconds.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/zhipuai.py0timeout for requests to openai completion api. default is 600 seconds.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/xunfeiai.py0timeout for requests to openai completion api. default is 600 seconds.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/sensetime.py0number of chat completions to generate for each prompt.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/minimax.py0number of chat completions to generate for each prompt.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/host_llm.py0number of chat completions to generate for each prompt.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/wenxin.py0number of chat completions to generate for each prompt.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/proxy_llm.py0number of chat completions to generate for each prompt.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/zhipuai.py0number of chat completions to generate for each prompt.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/xunfeiai.py0number of chat completions to generate for each prompt.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/sensetime.py0the model name to pass to tiktoken when using this class. tiktoken is used to count the number of tokens in documents toSTRING
HIGHsrc/backend/bisheng_langchain/chat_models/minimax.py0the model name to pass to tiktoken when using this class. tiktoken is used to count the number of tokens in documents toSTRING
HIGHsrc/backend/bisheng_langchain/chat_models/host_llm.py0the model name to pass to tiktoken when using this class. tiktoken is used to count the number of tokens in documents toSTRING
HIGHsrc/backend/bisheng_langchain/chat_models/wenxin.py0the model name to pass to tiktoken when using this class. tiktoken is used to count the number of tokens in documents toSTRING
HIGHsrc/backend/bisheng_langchain/chat_models/qwen.py0the model name to pass to tiktoken when using this class. tiktoken is used to count the number of tokens in documents toSTRING
HIGHsrc/backend/bisheng_langchain/chat_models/proxy_llm.py0the model name to pass to tiktoken when using this class. tiktoken is used to count the number of tokens in documents toSTRING
HIGHsrc/backend/bisheng_langchain/chat_models/zhipuai.py0the model name to pass to tiktoken when using this class. tiktoken is used to count the number of tokens in documents toSTRING
HIGHsrc/backend/bisheng_langchain/chat_models/xunfeiai.py0the model name to pass to tiktoken when using this class. tiktoken is used to count the number of tokens in documents toSTRING
HIGHsrc/backend/bisheng_langchain/chat_models/sensetime.py0get the parameters used to invoke the model for the callbacks.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/minimax.py0get the parameters used to invoke the model for the callbacks.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/host_llm.py0get the parameters used to invoke the model for the callbacks.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/wenxin.py0get the parameters used to invoke the model for the callbacks.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/qwen.py0get the parameters used to invoke the model for the callbacks.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/proxy_llm.py0get the parameters used to invoke the model for the callbacks.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/zhipuai.py0get the parameters used to invoke the model for the callbacks.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/xunfeiai.py0get the parameters used to invoke the model for the callbacks.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/minimax.py0wrapper around proxy chat large language models. to use, the environment variable ``elemai_api_key`` set with your api kSTRING
HIGHsrc/backend/bisheng_langchain/chat_models/wenxin.py0wrapper around proxy chat large language models. to use, the environment variable ``elemai_api_key`` set with your api kSTRING
HIGHsrc/backend/bisheng_langchain/chat_models/xunfeiai.py0wrapper around proxy chat large language models. to use, the environment variable ``elemai_api_key`` set with your api kSTRING
HIGHsrc/backend/bisheng_langchain/chat_models/minimax.py0get the tokens present in the text with tiktoken package.STRING
HIGHsrc/backend/bisheng_langchain/chat_models/host_llm.py0get the tokens present in the text with tiktoken package.STRING
49 more matches not shown…
Empty Error Handlers94 hits · 470 pts
SeverityFileLineSnippetContext
HIGHscripts/gen_conversation_export_template.py193except Exception: # pragma: no cover - style add failure is non-criticalCODE
HIGHscripts/gen_conversation_export_template.py213except Exception:CODE
HIGHscripts/gen_conversation_export_template.py220except Exception:CODE
HIGHsrc/backend/bisheng_langchain/linsight/utils.py115except Exception:CODE
HIGH…/bisheng_langchain/gpts/tools/local_file/local_file.py238except (PermissionError, OSError):CODE
HIGH…heng_langchain/vectorstores/elastic_keywords_search.py137except elasticsearch.exceptions.NotFoundError:CODE
HIGH…d/test/workstation/test_daily_chat_citation_handles.py161except json.JSONDecodeError:CODE
HIGHsrc/backend/test/tenant/test_tenant_context_vars.py127except RuntimeError:CODE
HIGHsrc/backend/test/linsight/_e2e_track_a_real_llm.py116except Exception:CODE
HIGHsrc/backend/test/linsight/_e2e_abc_runner.py86except Exception:CODE
HIGHsrc/backend/test/e2e/test_e2e_tenant_management_ui.py89except Exception:CODE
HIGHsrc/backend/test/e2e/test_e2e_tenant_quota_hierarchy.py87except Exception:CODE
HIGHsrc/backend/test/e2e/test_e2e_tenant_code_autogen.py145except Exception:CODE
HIGHsrc/backend/test/e2e/test_e2e_tenant_code_autogen.py193except Exception:CODE
HIGHsrc/backend/test/e2e/test_e2e_tenant_code_autogen.py265except Exception:CODE
HIGHsrc/backend/test/e2e/test_e2e_org_sync_wecom.py93except httpx.HTTPError:CODE
HIGH…ckend/test/e2e/test_e2e_f041_knowledge_space_select.py125except Exception:CODE
HIGHsrc/backend/test/e2e/test_e2e_rebac_core.py122except Exception:CODE
HIGHsrc/backend/test/e2e/helpers/cleanup.py63except Exception:CODE
HIGHsrc/backend/test/e2e/helpers/cleanup.py172except Exception:CODE
HIGHsrc/backend/scripts/migrate_mysql_to_dm.py61except Exception: # pragma: no cover - script may run outside bisheng venvCODE
HIGHsrc/backend/scripts/shougang_init_org_users.py307except Exception:CODE
HIGHsrc/backend/scripts/knowledge_data_convert.py34except Exception:CODE
HIGHsrc/backend/scripts/dm_feasibility_check.py85except Exception:CODE
HIGHsrc/backend/scripts/dm_feasibility_check.py92except Exception:CODE
HIGH…ackend/scripts/cleanup_f048_user_group_admin_grants.py1051except KeyError:CODE
HIGH…eng/workstation/domain/services/workstation_service.py715except Exception:CODE
HIGH…eng/workstation/domain/services/workstation_service.py753except Exception:CODE
HIGH…eng/workstation/domain/services/workstation_service.py1546except (json.JSONDecodeError, TypeError):CODE
HIGH…ng/citation/domain/services/citation_handle_service.py147except (TypeError, ValueError):CODE
HIGHsrc/backend/bisheng/core/database/dialect_helpers.py67except (ImportError, AttributeError):CODE
HIGHsrc/backend/bisheng/core/database/dialect_helpers.py113except ImportError:CODE
HIGHsrc/backend/bisheng/core/database/dialect_helpers.py111except (ImportError, AttributeError):CODE
HIGHsrc/backend/bisheng/core/database/connection.py421except Exception:CODE
HIGH…re/database/alembic/versions/v2_5_0_f003_user_group.py39except Exception:CODE
HIGH…re/database/alembic/versions/v2_5_0_f003_user_group.py57except Exception:CODE
HIGHsrc/backend/bisheng/core/cache/utils.py324except io.UnsupportedOperation:CODE
HIGH…/ai/rerank/xinference/client/restful/restful_client.py38except Exception:CODE
HIGH…rank/xinference/client/restful/async_restful_client.py49except Exception:CODE
HIGH…ht/builtin_skills/bisheng-docx/scripts/docx_helpers.py368except KeyError:CODE
HIGH…uiltin_skills/bisheng-xlsx/scripts/inspect_workbook.py229except Exception:CODE
HIGHsrc/backend/bisheng/linsight/domain/task_exec.py1891except asyncio.CancelledError:CODE
HIGHsrc/backend/bisheng/linsight/domain/utils.py1103except (json.JSONDecodeError, TypeError):CODE
HIGH…/bisheng/linsight/domain/services/workspace_backend.py332except UnicodeDecodeError:CODE
HIGH…kend/bisheng/linsight/domain/services/agent_factory.py564except (json.JSONDecodeError, ValueError):CODE
HIGH…ackend/bisheng/linsight/domain/services/skill_store.py528except OSError:CODE
HIGH…end/bisheng/linsight/domain/services/workbench_impl.py2276except OSError:CODE
HIGHsrc/backend/bisheng/dsh/admin_runtime.py297except Exception:CODE
HIGHsrc/backend/bisheng/dsh/admin_runtime.py308except Exception:CODE
HIGHsrc/backend/bisheng/dsh/admin_runtime.py316except Exception:CODE
HIGHsrc/backend/bisheng/utils/docx_temp.py1194except Exception:CODE
HIGHsrc/backend/bisheng/utils/docx_temp.py1207except Exception:CODE
HIGHsrc/backend/bisheng/utils/docx_temp.py1025except Exception:CODE
HIGHsrc/backend/bisheng/utils/docx_temp.py1038except Exception:CODE
HIGHsrc/backend/bisheng/utils/docx_temp.py1137except Exception:CODE
HIGHsrc/backend/bisheng/utils/docx_temp.py1184except Exception:CODE
HIGHsrc/backend/bisheng/utils/docx_temp.py1356except Exception:CODE
HIGHsrc/backend/bisheng/utils/docx_temp.py977except Exception:CODE
HIGHsrc/backend/bisheng/utils/docx_temp.py1016except Exception:CODE
HIGHsrc/backend/bisheng/utils/docx_temp.py1348except Exception:CODE
34 more matches not shown…
Deep Nesting468 hits · 425 pts
SeverityFileLineSnippetContext
LOWtools/apply_missing_errcode_i18n.py262CODE
LOWtools/extract_errcodes_ast.py29CODE
LOWsrc/backend/bisheng_langchain/text_splitter.py18CODE
LOWsrc/backend/bisheng_langchain/text_splitter.py49CODE
LOWsrc/backend/bisheng_langchain/text_splitter.py170CODE
LOW…/backend/bisheng_langchain/retrievers/mix_es_vector.py25CODE
LOW…/backend/bisheng_langchain/retrievers/mix_es_vector.py70CODE
LOWsrc/backend/bisheng_langchain/gpts/load_tools.py164CODE
LOW…/bisheng_langchain/gpts/tools/local_file/local_file.py178CODE
LOW…/bisheng_langchain/gpts/tools/local_file/local_file.py497CODE
LOW…/bisheng_langchain/gpts/tools/local_file/local_file.py210CODE
LOW…kend/bisheng_langchain/gpts/tools/api_tools/openapi.py24CODE
LOW…kend/bisheng_langchain/gpts/tools/api_tools/openapi.py59CODE
LOW…kend/bisheng_langchain/gpts/tools/api_tools/openapi.py111CODE
LOW…kend/bisheng_langchain/gpts/tools/api_tools/openapi.py137CODE
LOW…backend/bisheng_langchain/gpts/tools/api_tools/sina.py86CODE
LOW…d/bisheng_langchain/gpts/tools/api_tools/macro_data.py430CODE
LOWsrc/backend/bisheng_langchain/chat_models/sensetime.py64CODE
LOWsrc/backend/bisheng_langchain/chat_models/sensetime.py84CODE
LOWsrc/backend/bisheng_langchain/chat_models/sensetime.py105CODE
LOWsrc/backend/bisheng_langchain/chat_models/sensetime.py236CODE
LOWsrc/backend/bisheng_langchain/chat_models/sensetime.py313CODE
LOWsrc/backend/bisheng_langchain/chat_models/minimax.py53CODE
LOWsrc/backend/bisheng_langchain/chat_models/minimax.py72CODE
LOWsrc/backend/bisheng_langchain/chat_models/host_llm.py53CODE
LOWsrc/backend/bisheng_langchain/chat_models/host_llm.py73CODE
LOWsrc/backend/bisheng_langchain/chat_models/host_llm.py273CODE
LOWsrc/backend/bisheng_langchain/chat_models/host_llm.py322CODE
LOWsrc/backend/bisheng_langchain/chat_models/wenxin.py53CODE
LOWsrc/backend/bisheng_langchain/chat_models/wenxin.py72CODE
LOWsrc/backend/bisheng_langchain/chat_models/qwen.py54CODE
LOWsrc/backend/bisheng_langchain/chat_models/qwen.py86CODE
LOWsrc/backend/bisheng_langchain/chat_models/qwen.py225CODE
LOWsrc/backend/bisheng_langchain/chat_models/qwen.py290CODE
LOWsrc/backend/bisheng_langchain/chat_models/proxy_llm.py52CODE
LOWsrc/backend/bisheng_langchain/chat_models/proxy_llm.py71CODE
LOWsrc/backend/bisheng_langchain/chat_models/zhipuai.py50CODE
LOWsrc/backend/bisheng_langchain/chat_models/zhipuai.py69CODE
LOWsrc/backend/bisheng_langchain/chat_models/zhipuai.py90CODE
LOWsrc/backend/bisheng_langchain/chat_models/xunfeiai.py53CODE
LOWsrc/backend/bisheng_langchain/chat_models/xunfeiai.py73CODE
LOW…end/bisheng_langchain/chat_models/interface/minimax.py25CODE
LOW…sheng_langchain/agents/chatglm_functions_agent/base.py165CODE
LOWsrc/backend/bisheng_langchain/utils/openapi.py12CODE
LOWsrc/backend/bisheng_langchain/utils/wrap_function.py9CODE
LOWsrc/backend/bisheng_langchain/utils/wrap_function.py33CODE
LOWsrc/backend/bisheng_langchain/utils/wrap_function.py10CODE
LOWsrc/backend/bisheng_langchain/utils/wrap_function.py34CODE
LOWsrc/backend/bisheng_langchain/utils/wrap_function.py11CODE
LOWsrc/backend/bisheng_langchain/utils/wrap_function.py35CODE
LOWsrc/backend/bisheng_langchain/input_output/output.py83CODE
LOWsrc/backend/bisheng_langchain/input_output/output.py120CODE
LOWsrc/backend/bisheng_langchain/input_output/output.py169CODE
LOWsrc/backend/bisheng_langchain/input_output/output.py216CODE
LOWsrc/backend/bisheng_langchain/rag/api/dify_rag.py117CODE
LOW…ckend/bisheng_langchain/rag/rerank/rerank_benchmark.py80CODE
LOW…bisheng_langchain/rag/init_retrievers/mix_retriever.py62CODE
LOWsrc/backend/bisheng_langchain/vectorstores/milvus.py297CODE
LOWsrc/backend/bisheng_langchain/vectorstores/milvus.py448CODE
LOWsrc/backend/bisheng_langchain/vectorstores/retriever.py77CODE
408 more matches not shown…
Cross-Language Confusion55 hits · 321 pts
SeverityFileLineSnippetContext
HIGHsrc/backend/bisheng_langchain/rag/api/fastgpt_rag.py45 "parentId": null,STRING
HIGHsrc/backend/bisheng_langchain/rag/api/fastgpt_rag.py88 "parentId": null,STRING
HIGHsrc/backend/bisheng_langchain/rag/api/fastgpt_rag.py111 --form 'data="{\"datasetId\":\"6593e137231a2be9c5603ba7\",\"parentId\":null,\"trainingType\":\"chunk\",\"chunkSize\"STRING
HIGHsrc/backend/test/tenant/test_tenant_storage_listing.py91 ``{used || 0}/{quota}GB``)."""STRING
HIGHsrc/backend/test/dsh_market/test_market.py40 "node_modules/company-demo/index.js": b"export function apply(ctx) { return undefined }",CODE
HIGHsrc/backend/test/linsight/_e2e_llm_resilience_runner.py17 cd src/backend && python test/linsight/_e2e_llm_resilience_runner.pySTRING
HIGHsrc/backend/test/linsight/_e2e_track_a_real_llm.py14 cd src/backend && config=config.yaml python test/linsight/_e2e_track_a_real_llm.pySTRING
HIGHsrc/backend/test/linsight/test_e2e_abc.py24 cd src/backend && export config=config.yamlSTRING
HIGHsrc/backend/test/linsight/_e2e_abc_runner.py14 cd src/backend && config=config.yaml python test/linsight/_e2e_abc_runner.pySTRING
HIGHsrc/backend/test/linsight/test_e2e_llm_resilience.py15 cd src/backend && uv run pytest test/linsight/test_e2e_llm_resilience.py -v -m e2eSTRING
HIGHsrc/backend/test/admin/test_admin_tenant_scope_api.py206 """AC-02 edge: no active scope → both fields null, HTTP 200."""STRING
HIGHsrc/backend/test/dsh/test_management_settings.py56 session.add(Config(key="dsh_management", value='{"enabled":false,"download_url":null}'))CODE
HIGH⚡src/backend/test/dsh/test_management_settings.py171 session.add(Config(key="dsh_management", value='{"enabled":true,"download_url":null}'))CODE
HIGH⚡…wledge/test_converge_media_no_asr_transcript_script.py14 '"code": "", "message": "", "output": null, "usage": null}'CODE
HIGH⚡…wledge/test_converge_media_no_asr_transcript_script.py24 '{"request_id": "abc", "status_code": 200, "output": null, "usage": null}'CODE
HIGHsrc/backend/scripts/converge_media_no_asr_transcript.py9 {"status_code": 200, "request_id": "...", "code": "", "message": "", "output": null, "usage": null}STRING
HIGHsrc/backend/bisheng/admin/api/endpoints/tenant_scope.py81 Body: ``{tenant_id: int | null}``. Passing ``null`` clears the RedisSTRING
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py758INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (10, '总QCODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py759INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (10, '总应CODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py760INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (10, '总文CODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py761INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (10, '总用CODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py762INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (10, '总知CODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py763INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (10, '新增CODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py764INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (10, '新增CODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py765INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (10, '点赞CODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py766INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (10, '点赞CODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py773INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (11, 'ToCODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py774INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (11, 'ToCODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py775INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (11, '不同CODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py776INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (11, '会话CODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py777INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (11, '会话CODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py778INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (11, '总QCODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py779INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (11, '总应CODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py780INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (11, '总文CODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py781INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (11, '总文CODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py782INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (11, '总文CODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py783INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (11, '总用CODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py784INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (11, '新增CODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py785INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (11, '最大CODE
HIGH⚡…ackend/bisheng/telemetry_search/domain/init_dataset.py786INSERT INTO dashboard_component (dashboard_id, title, type, dataset_code, data_config, style_config, id) VALUES (11, '最大CODE
HIGHsrc/backend/bisheng/utils/linked_list.py106 elif index > (self.length() - 1):CODE
HIGHsrc/backend/bisheng/utils/linked_list.py172 print(double_link_list.length())CODE
HIGHsrc/backend/bisheng/utils/linked_list.py206 print(double_link_list.length())CODE
HIGH⚡…/bisheng/channel/domain/services/article_es_service.py52if (source != null) {CODE
HIGH⚡…/bisheng/channel/domain/services/article_es_service.py53 if (source.containsKey("title") && source["title"] != null) {CODE
HIGH⚡…/bisheng/channel/domain/services/article_es_service.py56 if (source.containsKey("content") && source["content"] != null) {CODE
HIGH⚡…/bisheng/channel/domain/services/article_es_service.py62 if (keyword == null) {CODE
HIGH⚡…/bisheng/channel/domain/services/article_es_service.py65 String value = keyword.toString();CODE
HIGH⚡…/bisheng/channel/domain/services/article_es_service.py66 if (value.length() == 0) {CODE
HIGH⚡…ckend/bisheng/common/utils/markdown_cmpnt/md_to_pdf.py664 "() => window.MathJax && window.MathJax.typesetPromise", timeout=self.DEFAULT_TIMEOUTCODE
HIGH⚡…ckend/bisheng/common/utils/markdown_cmpnt/md_to_pdf.py666 page.evaluate("() => window.MathJax && window.MathJax.typesetPromise()")CODE
HIGH…ckend/bisheng/common/utils/markdown_cmpnt/md_to_pdf.py47 logger.warning("Playwright Not available. Please install: pip install playwright && playwright install chromium")CODE
HIGH…ckend/bisheng/common/utils/markdown_cmpnt/md_to_pdf.py406 "Playwright Not installed. Please install: pip install playwright && playwright install chromium"CODE
HIGH…g/knowledge/domain/services/knowledge_space_service.py2075 # Default order: update_time desc (fall back to create_time / id when null).COMMENT
HIGHsrc/backend/bisheng/api/v1/mark_task.py246 if linked.length() == 1 and linked.head().data == chat_id:CODE
Self-Referential Comments68 hits · 236 pts
SeverityFileLineSnippetContext
MEDIUMsrc/backend/bisheng_langchain/retrievers/ensemble.py168 # Create a union of all unique documents in the input doc_listsCOMMENT
MEDIUMsrc/backend/bisheng_langchain/gpts/utils.py1# This module is used to import any langchain class by name.COMMENT
MEDIUM…heng_langchain/gpts/agent_types/llm_functions_agent.py40 # Define the function that determines whether to continue or notCOMMENT
MEDIUM…heng_langchain/gpts/agent_types/llm_functions_agent.py56 # Define the function to execute toolsCOMMENT
MEDIUM…heng_langchain/gpts/agent_types/llm_functions_agent.py67 # Define the two nodes we will cycle betweenCOMMENT
MEDIUM⚡…heng_langchain/gpts/agent_types/llm_functions_agent.py138 # Define the function that determines whether to continue or notCOMMENT
MEDIUM⚡…heng_langchain/gpts/agent_types/llm_functions_agent.py148 # Define the function to execute toolsCOMMENT
MEDIUM⚡…heng_langchain/gpts/agent_types/llm_functions_agent.py155 # Define the two nodes we will cycle betweenCOMMENT
MEDIUM…/bisheng_langchain/gpts/agent_types/llm_react_agent.py92 # Define the function to execute toolsCOMMENT
MEDIUM⚡…/bisheng_langchain/gpts/agent_types/llm_react_agent.py134 # Define a new graphCOMMENT
MEDIUM⚡…/bisheng_langchain/gpts/agent_types/llm_react_agent.py137 # Define the two nodes we will cycle betweenCOMMENT
MEDIUMsrc/backend/bisheng_langchain/rag/utils.py1# This module is used to import any langchain class by name.COMMENT
MEDIUM⚡src/backend/bisheng_langchain/vectorstores/milvus.py336 # Create the text fieldCOMMENT
MEDIUM⚡src/backend/bisheng_langchain/vectorstores/milvus.py338 # Create the primary key fieldCOMMENT
MEDIUM⚡src/backend/bisheng_langchain/vectorstores/milvus.py341 # Create the vector field, supports binary or float vectorsCOMMENT
MEDIUM⚡src/backend/bisheng_langchain/vectorstores/milvus.py345 # Create the schema for the collectionCOMMENT
MEDIUM⚡src/backend/bisheng_langchain/vectorstores/milvus.py350 # Create the collectionCOMMENT
MEDIUMsrc/backend/bisheng_langchain/vectorstores/milvus.py206 # Create the connection to the serverCOMMENT
MEDIUM⚡src/backend/test/tenant/test_tenant_auth.py91 # Create a token without tenant_id (simulating pre-v2.5 token)COMMENT
MEDIUM⚡…ledge/test_list_space_children_excludes_non_primary.py144 # Create a document with two versions: V1=non-primary, V2=primaryCOMMENT
MEDIUMsrc/backend/test/_legacy/test_api.py119 # Create the directory if it doesn't existCOMMENT
MEDIUM⚡src/backend/test/e2e/test_e2e_org_sync.py232 # Create a config to deleteCOMMENT
MEDIUM⚡src/backend/test/e2e/test_e2e_department_tree.py320 # Create a child firstCOMMENT
MEDIUMsrc/backend/test/e2e/test_e2e_department_tree.py342 # Create a deptCOMMENT
MEDIUM⚡src/backend/test/e2e/test_e2e_tenant_management_ui.py320 # Create a test userCOMMENT
MEDIUMsrc/backend/test/e2e/test_e2e_tenant_management_ui.py406 # Create a tenant with admin userCOMMENT
MEDIUMsrc/backend/test/e2e/test_e2e_role_menu_quota.py221 # Create a role firstCOMMENT
MEDIUM⚡src/backend/test/e2e/test_e2e_role_menu_quota.py292 # Create a test roleCOMMENT
MEDIUMsrc/backend/scripts/base_telemetry_events_reindex.py4 "mappings": { # Defining the indexed MappingCODE
MEDIUMsrc/backend/bisheng/database/models/flow.py158 # Create a default versionCOMMENT
MEDIUMsrc/backend/bisheng/database/models/audit_log.py54 CREATE_ROLE = "create_role" # Create a RoleCODE
MEDIUM⚡src/backend/bisheng/core/cache/utils.py54 # Create the destination folder if it doesn't existCOMMENT
MEDIUM⚡src/backend/bisheng/core/cache/utils.py67 # Create the destination folder if it doesn't existCOMMENT
MEDIUMsrc/backend/bisheng/core/cache/utils.py172 # Create the full file pathCOMMENT
MEDIUMsrc/backend/bisheng/core/cache/utils.py235 # Create the folder if it doesn't existCOMMENT
MEDIUMsrc/backend/bisheng/core/cache/utils.py267 # Create the folder if it doesn't existCOMMENT
MEDIUMsrc/backend/bisheng/core/cache/utils.py331 # Create the folder if it doesn't existCOMMENT
MEDIUM⚡src/backend/bisheng/core/storage/minio/minio_storage.py569 # This method is intended for streaming downloads, returning the raw response object for the caller to handle thCOMMENT
MEDIUMsrc/backend/bisheng/core/ai/rerank/rrf_rerank.py58 # Create a union of all unique documents in the input doc_listsCOMMENT
MEDIUMsrc/backend/bisheng/linsight/api/endpoints/linsight.py619# Creating an Idea Task Message Flow websocketCOMMENT
MEDIUM…end/bisheng/linsight/domain/services/workbench_impl.py1931 # Create a task dictionary for quick lookupsCOMMENT
MEDIUM…end/bisheng/message/domain/services/message_service.py528 # Create the message with action_code stored on model for reliable routingCOMMENT
MEDIUMsrc/backend/bisheng/utils/docx_temp.py464 # Create a new paragraph for the subsequent text and update itcurrent_paragraphCOMMENT
MEDIUMsrc/backend/bisheng/utils/docx_temp.py495 # Create a new paragraph for the subsequent textCOMMENT
MEDIUMsrc/backend/bisheng/utils/docx_temp.py521 # Create a new paragraph elementCOMMENT
MEDIUMsrc/backend/bisheng/utils/docx_temp.py1266 # Create a new paragraphCOMMENT
MEDIUMsrc/backend/bisheng/utils/docx_temp.py307 paragraphs_to_process = list(doc.paragraphs) # Create a copy as we may modify the paragraph structureCODE
MEDIUMsrc/backend/bisheng/utils/async_utils.py200 # Creating the task inside ctx.run() propagates all ContextVarsCOMMENT
MEDIUMsrc/backend/bisheng/utils/threadpool.py120# Create a thread pool managerCOMMENT
MEDIUMsrc/backend/bisheng/utils/linked_list.py110 # Create a new sectionCOMMENT
MEDIUMsrc/backend/bisheng/utils/http_middleware.py1# Define a custom middleware classCOMMENT
MEDIUMsrc/backend/bisheng/utils/validate.py57 # Create an empty dictionary to serve as a separate namespaceCOMMENT
MEDIUM⚡…/utils/markdown_cmpnt/md_to_docx/provider/docx_plus.py18 # Create the w:hyperlink tag and add needed valuesCOMMENT
MEDIUM⚡…/utils/markdown_cmpnt/md_to_docx/provider/docx_plus.py21 # Create a w:r elementCOMMENT
MEDIUM⚡…/utils/markdown_cmpnt/md_to_docx/provider/docx_plus.py23 # Create a new w:rPr elementCOMMENT
MEDIUM…bisheng/common/services/telemetry/telemetry_service.py30 "mappings": { # Defining the indexed MappingCODE
MEDIUM…bisheng/common/services/telemetry/telemetry_service.py107 # Create a semaphore to limit the number of concurrencyCOMMENT
MEDIUM…g/knowledge/domain/services/knowledge_space_service.py4756 # Create the folder explicitly so empty folders exist in tmp_dirCOMMENT
MEDIUM…ng/knowledge/domain/services/knowledge_file_service.py163 # Create a new dictionary to store updated metadataCOMMENT
MEDIUM⚡src/backend/bisheng/api/v1/callback.py119 # Create a formatted message.COMMENT
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Modern Structural Boilerplate228 hits · 228 pts
SeverityFileLineSnippetContext
LOWscripts/gen_conversation_export_template.py65def _set_cjk_font(run_or_style_element, font_name: str) -> None:CODE
LOWscripts/gen_conversation_export_template.py101def _set_doc_defaults(doc) -> None:CODE
LOWscripts/gen_conversation_export_template.py137def _set_page_size_a4(section) -> None:CODE
LOWsrc/backend/bisheng_langchain/text_splitter.py15logger = logging.getLogger(__name__)CODE
LOWsrc/backend/bisheng_langchain/retrievers/__init__.py4__all__ = [CODE
LOWsrc/backend/bisheng_langchain/embeddings/__init__.py7__all__ = [CODE
LOWsrc/backend/bisheng_langchain/embeddings/wenxin.py15logger = logging.getLogger(__name__)CODE
LOW…backend/bisheng_langchain/embeddings/host_embedding.py13logger = logging.getLogger(__name__)CODE
LOW…end/bisheng_langchain/embeddings/interface/__init__.py3__all__ = ['WenxinEmbeddingClient']CODE
LOWsrc/backend/bisheng_langchain/memory/__init__.py3__all__ = ['ConversationRedisMemory']CODE
LOWsrc/backend/bisheng_langchain/gpts/assistant.py14logger = logging.getLogger(__name__)CODE
LOW…eng_langchain/gpts/tools/dalle_image_generator/tool.py13logger = logging.getLogger(__name__)CODE
LOW…bisheng_langchain/gpts/tools/bing_search/self_arxiv.py7logger = logging.getLogger(__name__)CODE
LOW…backend/bisheng_langchain/gpts/agent_types/__init__.py8__all__ = [CODE
LOWsrc/backend/bisheng_langchain/gpts/prompts/__init__.py9__all__ = [CODE
LOWsrc/backend/bisheng_langchain/chat_models/sensetime.py25logger = logging.getLogger(__name__)CODE
LOWsrc/backend/bisheng_langchain/chat_models/minimax.py25logger = logging.getLogger(__name__)CODE
LOWsrc/backend/bisheng_langchain/chat_models/__init__.py9__all__ = [CODE
LOWsrc/backend/bisheng_langchain/chat_models/host_llm.py29logger = logging.getLogger(__name__)CODE
LOWsrc/backend/bisheng_langchain/chat_models/wenxin.py25logger = logging.getLogger(__name__)CODE
LOWsrc/backend/bisheng_langchain/chat_models/qwen.py26logger = logging.getLogger(__name__)CODE
LOWsrc/backend/bisheng_langchain/chat_models/proxy_llm.py24logger = logging.getLogger(__name__)CODE
LOWsrc/backend/bisheng_langchain/chat_models/zhipuai.py22logger = logging.getLogger(__name__)CODE
LOWsrc/backend/bisheng_langchain/chat_models/xunfeiai.py25logger = logging.getLogger(__name__)CODE
LOW…nd/bisheng_langchain/chat_models/interface/__init__.py7__all__ = [CODE
LOWsrc/backend/bisheng_langchain/agents/__init__.py4__all__ = ['ChatglmFunctionsAgent', 'LLMFunctionsAgent']CODE
LOW…gchain/agents/chatglm_functions_agent/output_parser.py15logger = logging.getLogger(__name__)CODE
LOWsrc/backend/bisheng_langchain/input_output/__init__.py4__all__ = ['InputNode', 'InputFileNode', 'Report', 'VariableNode']CODE
LOWsrc/backend/bisheng_langchain/rag/__init__.py4__all__ = [CODE
LOWsrc/backend/bisheng_langchain/rag/prompts/__init__.py4__all__ = [CODE
LOWsrc/backend/bisheng_langchain/rag/rerank/__init__.py3__all__ = [CODE
LOWsrc/backend/bisheng_langchain/vectorstores/milvus.py15logger = logging.getLogger(__name__)CODE
LOWsrc/backend/bisheng_langchain/vectorstores/__init__.py5__all__ = ['ElasticKeywordsSearch', 'VectorStoreFilterRetriever', 'Milvus']CODE
LOW…ackend/bisheng_langchain/document_loaders/custom_kv.py22logger = logging.getLogger(__name__)CODE
LOW…backend/bisheng_langchain/document_loaders/__init__.py6__all__ = [CODE
LOW…langchain/document_loaders/elem_unstrcutured_loader.py12logger = logging.getLogger(__name__)CODE
LOW…bisheng_langchain/document_loaders/parsers/__init__.py5__all__ = [CODE
LOWsrc/backend/bisheng_langchain/chains/__init__.py12__all__ = [CODE
LOWsrc/backend/bisheng_langchain/chains/transform.py11logger = logging.getLogger(__name__)CODE
LOWsrc/backend/bisheng_langchain/chains/loader_output.py14logger = logging.getLogger(__name__)CODE
LOW…kend/bisheng_langchain/chains/qa_generation/base_v2.py41logger = logging.getLogger(__name__)CODE
LOW…backend/bisheng_langchain/chains/qa_generation/base.py19logger = logging.getLogger(__name__)CODE
LOWsrc/backend/bisheng_langchain/sql/__init__.py3__all__ = ['SQLDatabaseChain']CODE
LOW…/backend/test/tenant/test_tenant_users_query_source.py247async def _setup_two_tenant_world(session: AsyncSession) -> None:CODE
LOW…c/backend/test/linsight/test_deferred_ingest_worker.py108 async def set_session_version_info(self, session_model) -> None:CODE
LOWsrc/backend/test/permission/test_retry_failed_tuples.py41 def update_succeeded(cls, item_id: int) -> None:CODE
LOWsrc/backend/test/permission/test_retry_failed_tuples.py45 def update_retry(cls, item_id: int, error: str) -> None:CODE
LOWsrc/backend/bisheng/workstation/api/dependencies.py11__all__ = ['LoginUserDep', 'AdminUserDep', 'ShareLink', 'ShareLinkDep', 'UserPayload']CODE
LOW…/backend/bisheng/workstation/domain/models/__init__.py3__all__ = ['TenantWorkstationConfig', 'TenantWorkstationConfigDao']CODE
LOW…backend/bisheng/workstation/domain/schemas/__init__.py4__all__ = [CODE
LOW…ackend/bisheng/workstation/domain/services/__init__.py3__all__ = ['WorkStationService']CODE
LOW…eng/workstation/domain/services/task_submit_service.py119__all__ = ["ENQUEUE_FAILED_MESSAGE", "submit_task_turn"]CODE
LOWsrc/backend/bisheng/citation/api/__init__.py3__all__ = ['router']CODE
LOWsrc/backend/bisheng/citation/api/endpoints/__init__.py3__all__ = ['router']CODE
LOWsrc/backend/bisheng/citation/domain/__init__.py8__all__ = [CODE
LOWsrc/backend/bisheng/citation/domain/models/__init__.py8__all__ = [CODE
LOW…sistant/domain/services/published_assistant_service.py179__all__ = ["AssistantCompletion", "PublishedAssistantService"]CODE
LOW…eng/tenant/domain/services/user_tenant_sync_service.py51logger = logging.getLogger(__name__)CODE
LOW…bisheng/tenant/domain/services/tenant_mount_service.py81logger = logging.getLogger(__name__)CODE
LOW…sheng/tenant/domain/services/resource_share_service.py47logger = logging.getLogger(__name__)CODE
168 more matches not shown…
Over-Commented Block229 hits · 212 pts
SeverityFileLineSnippetContext
LOW.drone.yml281 - echo "build image tag is $version"COMMENT
LOWdocker/bisheng/config/config.yaml21 # verify_hostname: trueCOMMENT
LOWdocker/bisheng/config/config.yaml41 gateway_hmac_secret: "bisheng-local-hmac-20260422"COMMENT
LOWdocker/bisheng/config/config.yaml61# celery_redis_url:COMMENT
LOWdocker/bisheng/config/config.yaml161# open_api:COMMENT
LOWfeatures/v2.5.1/012-tenant-resolver/spec.md221### 5.5 Middleware 注册顺序(F012 / F019 / 业务路由依赖)COMMENT
LOW…tures/v2.5.1/019-admin-tenant-scope/ac-verification.md181```COMMENT
LOWfeatures/v2.5.0/005-role-menu-quota/spec.md481**角色列表查询逻辑(AD-09)**:COMMENT
LOW.claude/hooks/arch-guard-hook.sh1#!/bin/bashCOMMENT
LOWscripts/arch-guard.sh1#!/bin/bashCOMMENT
LOWscripts/arch-guard.sh101COMMENT
LOWscripts/check-rbac-rebac-leak.sh1#!/usr/bin/env bashCOMMENT
LOWscripts/gen_conversation_export_template.py41)COMMENT
LOWsrc/frontend/platform/public/assets/bisheng/config.js1// Application-wide runtime config (NOT branding).COMMENT
LOWsrc/frontend/platform/src/index.tsx21// let visible = false;COMMENT
LOWsrc/frontend/platform/src/util/reactflowUtils.ts981 targetHandleArr[1] = tempFieldCOMMENT
LOWsrc/frontend/platform/src/util/reactflowUtils.ts1001 // };COMMENT
LOWsrc/frontend/platform/src/modals/genericModal/index.tsx141 setModalOpen(closeModal);COMMENT
LOWsrc/frontend/platform/src/modals/genericModal/index.tsx161 // } else {COMMENT
LOW…tend/platform/src/components/promptComponent/index.tsx21 useEffect(() => {COMMENT
LOW…/frontend/platform/src/components/bs-comp/FileView.tsx81 // 创建注释层实例COMMENT
LOW…latform/src/components/bs-comp/cardComponent/index.tsx61// 'bg-teal-500',COMMENT
LOW…orm/src/components/bs-comp/chatComponent/ChatInput.tsx181 setAutogenStop(false)COMMENT
LOW…orm/src/components/bs-comp/chatComponent/ChatInput.tsx201 // }COMMENT
LOW…d/platform/src/components/inputFileComponent/index.tsx121 setLoading(false);COMMENT
LOW…frontend/platform/src/components/bs-ui/input/index.tsx481 // rules.some(rule => {COMMENT
LOW…tend/platform/src/components/bs-ui/select/cascader.tsx221 </Select>COMMENT
LOW…tend/platform/src/components/bs-ui/select/cascader.tsx241// },COMMENT
LOW…tend/platform/src/components/bs-ui/select/cascader.tsx261COMMENT
LOW…tend/platform/src/components/bs-ui/select/cascader.tsx281// value: 'dynamic2',COMMENT
LOWsrc/frontend/platform/src/controllers/API/admin.ts1// F019-admin-tenant-scope — axios wrappers for the admin management-viewCOMMENT
LOW…end/platform/src/pages/ModelPage/manage/permissions.ts41 multiTenantEnabled?: boolean;COMMENT
LOW…orm/src/pages/ModelPage/manage/SystemConfigBanners.tsx1// F022 system-config envelope banners + badge.COMMENT
LOW…ages/KnowledgePage/components/FileUploadParagraphs.tsx101 }COMMENT
LOW…rontend/platform/src/pages/BuildPage/tools/ToolSet.tsx21 const [open, setOpen] = useState(false);COMMENT
LOW…rontend/platform/src/pages/BuildPage/tools/ToolSet.tsx61COMMENT
LOW…rontend/platform/src/pages/BuildPage/tools/ToolSet.tsx81 // fields.openai_api_version = formData.openai_api_version;COMMENT
LOW…/platform/src/pages/BuildPage/flow/FlowNode/RunLog.tsx61 value: item.valueCOMMENT
LOW…/platform/src/pages/BuildPage/flow/FlowNode/RunLog.tsx81 // if (Array.isArray(param.value) && param.value.some(el => newData.has(el.key))) {COMMENT
LOW…form/src/pages/BuildPage/flow/FlowChat/messageStore.ts321 // const isRunLog = runLogsTypes.includes(wsdata.category);COMMENT
LOW…form/src/pages/BuildPage/flow/FlowChat/messageStore.ts341 // files: wsdata.files || [],COMMENT
LOW…form/src/pages/BuildPage/flow/FlowChat/messageStore.ts361 // // }COMMENT
LOW…atform/src/pages/BuildPage/flow/FlowChat/ChatInput.tsx221 handleWsMessage(data);COMMENT
LOW…atform/src/pages/BuildPage/flow/FlowChat/ChatInput.tsx241 // });COMMENT
LOW…pages/Dashboard/components/config/StyleConfigPanel.tsx121 />COMMENT
LOW…/Dashboard/components/config/ComponentConfigDrawer.tsx321 // if (currentIsVirtual && !hasVirtualMetric) {COMMENT
LOWsrc/frontend/platform/src/store/dashboardStore.tsx361 // Refresh all chart components (excluding query components)COMMENT
LOWsrc/frontend/platform/src/store/dashboardStore.tsx381 // queryComponentId: qc.id,COMMENT
LOWsrc/frontend/packages/ui/src/index.ts1// @bisheng/ui public API — presentation-only components + design-system utils.COMMENT
LOWsrc/frontend/packages/ui/src/index.ts21// touch rules are baked in; every string (placeholder, a11y labels) is a prop.COMMENT
LOWsrc/frontend/packages/ui/src/index.ts41// overflow fade + keep-visible scroll and the touch rules are baked in; everyCOMMENT
LOWsrc/frontend/client/vite.config.ts221 // type: 'image/png',COMMENT
LOWsrc/frontend/client/public/assets/bisheng/config.js1// Application-wide runtime config (NOT branding).COMMENT
LOWsrc/frontend/client/src/jest-dom.d.ts1// setupTests.js imports '@testing-library/jest-dom' at runtime, but it is a .jsCOMMENT
LOWsrc/frontend/client/src/types/chat/artifacts.ts3101 // badge: badge,COMMENT
LOWsrc/frontend/client/src/utils/files.ts61 // 'application/json':,COMMENT
LOWsrc/frontend/client/src/components/ChatErrorCard.tsx41 'rate_limit',COMMENT
LOWsrc/frontend/client/src/components/Chat/ChatView.tsx521 mode: prev.mode,COMMENT
LOWsrc/frontend/client/src/components/Chat/ChatView.tsx541 // restore's deps — [conversationId, isTaskConversation, canUseTaskMode] — areCOMMENT
LOWsrc/frontend/client/src/components/Chat/ChatView.tsx581 const handleToggleTaskMode = useCallback(() => {COMMENT
169 more matches not shown…
Fake / Example Data142 hits · 160 pts
SeverityFileLineSnippetContext
LOWsrc/frontend/platform/public/locales/zh-Hans/flow.json278 "placeholder": "每次工作流开始执行时向用户发送此消息,支持 Markdown 格式,为空时不发送。"CODE
LOWsrc/frontend/platform/public/locales/zh-Hans/flow.json282 "placeholder": "请输入引导问题",CODE
LOWsrc/frontend/platform/public/locales/zh-Hans/flow.json293 "placeholder": "输入批量预置问题",CODE
LOWsrc/frontend/platform/public/locales/zh-Hans/flow.json314 "placeholder": "请选择模型"CODE
LOWsrc/frontend/platform/public/locales/zh-Hans/flow.json357 "placeholder": "输入需要发送给用户的消息,例如“接下来我将执行 XX 操作,请您确认”,“以下是我的初版草稿,您可以在其基础上进行修改”"CODE
LOWsrc/frontend/platform/public/locales/zh-Hans/flow.json374 "placeholder": "请选择批处理变量",CODE
LOWsrc/frontend/platform/public/locales/zh-Hans/flow.json382 "placeholder": "请在模型管理中配置 LLM 模型"CODE
LOWsrc/frontend/platform/public/locales/zh-Hans/flow.json417 "placeholder": "请选择批处理变量",CODE
LOW⚡src/frontend/platform/public/locales/zh-Hans/flow.json428 "placeholder": "请在系统模型设置中配置助手推理模型"CODE
LOW⚡src/frontend/platform/public/locales/zh-Hans/flow.json435 "placeholder": "助手画像",CODE
LOW⚡src/frontend/platform/public/locales/zh-Hans/flow.json440 "placeholder": "用户消息内容"CODE
LOWsrc/frontend/platform/public/locales/zh-Hans/flow.json452 "placeholder": "请选择知识库"CODE
LOWsrc/frontend/platform/public/locales/zh-Hans/flow.json480 "placeholder": "请选择检索问题"CODE
LOWsrc/frontend/platform/public/locales/zh-Hans/flow.json484 "placeholder": "请选择QA知识库"CODE
LOWsrc/frontend/platform/public/locales/zh-Hans/flow.json502 "placeholder": "请选择用户问题",CODE
LOWsrc/frontend/platform/public/locales/zh-Hans/flow.json507 "placeholder": "请选择知识库"CODE
LOWsrc/frontend/platform/public/locales/zh-Hans/flow.json528 "placeholder": "请在模型管理中配置 LLM 模型"CODE
LOWsrc/frontend/platform/public/locales/zh-Hans/flow.json549 "placeholder": "请选择用户问题",CODE
LOWsrc/frontend/platform/public/locales/zh-Hans/flow.json554 "placeholder": "请选择知识库"CODE
LOWsrc/frontend/platform/public/locales/zh-Hans/flow.json571 "placeholder": "请输入生成报告的名称"CODE
LOW…rontend/platform/public/locales/zh-Hans/dashboard.json23 "placeholder": "选择时间",CODE
LOW…rontend/platform/public/locales/zh-Hans/dashboard.json218 "placeholder": "请选择",CODE
LOW…rontend/platform/public/locales/zh-Hans/knowledge.json34 "placeholder": "请选择日期",CODE
LOWsrc/frontend/platform/public/locales/ja/flow.json278 "placeholder": "ワークフロー実行時にユーザーに送信するメッセージ。Markdown形式に対応。空白の場合は送信しません。"CODE
LOWsrc/frontend/platform/public/locales/ja/flow.json282 "placeholder": "誘導質問を入力してください",CODE
LOWsrc/frontend/platform/public/locales/ja/flow.json293 "placeholder": "一括で入力する予置質問",CODE
LOWsrc/frontend/platform/public/locales/ja/flow.json314 "placeholder": "モデルを選択してください"CODE
LOWsrc/frontend/platform/public/locales/ja/flow.json357 "placeholder": "ユーザーに送信するメッセージを入力してください。例:「次にXX操作を実行しますので、ご確認ください」や「これが私の初稿です、あなたはその上で修正できます」"CODE
LOWsrc/frontend/platform/public/locales/ja/flow.json374 "placeholder": "バッチ処理する変数を選択してください",CODE
LOWsrc/frontend/platform/public/locales/ja/flow.json382 "placeholder": "モデル管理でLLMモデルを設定してください"CODE
LOWsrc/frontend/platform/public/locales/ja/flow.json417 "placeholder": "バッチ処理する変数を選択してください",CODE
LOW⚡src/frontend/platform/public/locales/ja/flow.json428 "placeholder": "システムモデル設定でアシスタント推論モデルを設定してください"CODE
LOW⚡src/frontend/platform/public/locales/ja/flow.json435 "placeholder": "アシスタントの描写",CODE
LOW⚡src/frontend/platform/public/locales/ja/flow.json440 "placeholder": "ユーザーメッセージ内容"CODE
LOWsrc/frontend/platform/public/locales/ja/flow.json452 "placeholder": "知識ベースを選択してください"CODE
LOWsrc/frontend/platform/public/locales/ja/flow.json480 "placeholder": "検索する質問を選択してください"CODE
LOWsrc/frontend/platform/public/locales/ja/flow.json484 "placeholder": "QA知識ベースを選択してください"CODE
LOWsrc/frontend/platform/public/locales/ja/flow.json502 "placeholder": "ユーザーの質問を選択してください",CODE
LOWsrc/frontend/platform/public/locales/ja/flow.json507 "placeholder": "知識ベースを選択してください"CODE
LOWsrc/frontend/platform/public/locales/ja/flow.json528 "placeholder": "モデル管理でLLMモデルを設定してください"CODE
LOWsrc/frontend/platform/public/locales/ja/flow.json549 "placeholder": "検索する質問を選択してください",CODE
LOWsrc/frontend/platform/public/locales/ja/flow.json554 "placeholder": "知識ベースを選択してください"CODE
LOWsrc/frontend/platform/public/locales/ja/flow.json571 "placeholder": "生成するレポートの名前を入力してください"CODE
LOWsrc/frontend/platform/public/locales/ja/dashboard.json23 "placeholder": "時間を選択",CODE
LOWsrc/frontend/platform/public/locales/ja/dashboard.json218 "placeholder": "選択してください",CODE
LOWsrc/frontend/platform/public/locales/ja/knowledge.json34 "placeholder": "日付を選択",CODE
LOWsrc/frontend/platform/public/locales/en-US/flow.json278 "placeholder": "Message shown to the user at the beginning of each workflow. Supports Markdown. Leave empty to sCODE
LOWsrc/frontend/platform/public/locales/en-US/flow.json282 "placeholder": "Enter guide questions",CODE
LOWsrc/frontend/platform/public/locales/en-US/flow.json293 "placeholder": "Enter batch preset questions",CODE
LOWsrc/frontend/platform/public/locales/en-US/flow.json314 "placeholder": "Please select a model"CODE
LOWsrc/frontend/platform/public/locales/en-US/flow.json357 "placeholder": "Message to send, e.g., 'Please confirm the next action' or 'Here is the draft for your review'."CODE
LOWsrc/frontend/platform/public/locales/en-US/flow.json374 "placeholder": "Select the variable for batch execution",CODE
LOWsrc/frontend/platform/public/locales/en-US/flow.json382 "placeholder": "Configure an LLM model in the model management page"CODE
LOWsrc/frontend/platform/public/locales/en-US/flow.json417 "placeholder": "Select the variable for batch execution",CODE
LOW⚡src/frontend/platform/public/locales/en-US/flow.json428 "placeholder": "Configure the agent’s reasoning model in system settings"CODE
LOW⚡src/frontend/platform/public/locales/en-US/flow.json435 "placeholder": "Agent persona description",CODE
LOW⚡src/frontend/platform/public/locales/en-US/flow.json440 "placeholder": "User message content"CODE
LOWsrc/frontend/platform/public/locales/en-US/flow.json452 "placeholder": "Select knowledge base"CODE
LOWsrc/frontend/platform/public/locales/en-US/flow.json480 "placeholder": "Select a question to search"CODE
LOWsrc/frontend/platform/public/locales/en-US/flow.json484 "placeholder": "Select QA knowledge base"CODE
82 more matches not shown…
Structural Annotation Overuse51 hits · 101 pts
SeverityFileLineSnippetContext
LOW.cursor/skills/task-review/SKILL.md25### Step 1: 解析参数 + 收集变更范围COMMENT
LOW.cursor/skills/task-review/SKILL.md41### Step 2: 判断任务类型,选择检查子集COMMENT
LOW⚡.cursor/skills/task-review/SKILL.md59### Step 3: 按检查清单执行检查COMMENT
LOW⚡.cursor/skills/task-review/SKILL.md63### Step 4: 元数据交叉验证COMMENT
LOW⚡.cursor/skills/task-review/SKILL.md69### Step 5: 输出报告COMMENT
LOW.cursor/skills/task-review/SKILL.md95### Step 6: 处理结果COMMENT
LOW.claude/skills/task-review/SKILL.md25### Step 1: 解析参数 + 收集变更范围COMMENT
LOW.claude/skills/task-review/SKILL.md41### Step 2: 判断任务类型,选择检查子集COMMENT
LOW⚡.claude/skills/task-review/SKILL.md59### Step 3: 按检查清单执行检查COMMENT
LOW⚡.claude/skills/task-review/SKILL.md63### Step 4: 元数据交叉验证COMMENT
LOW⚡.claude/skills/task-review/SKILL.md69### Step 5: 输出报告COMMENT
LOW.claude/skills/task-review/SKILL.md95### Step 6: 处理结果COMMENT
LOW⚡…rm/src/components/chatComponent/buildTrigger/index.tsx69 // Step 1: Make a POST request to send the flow data and receive a unique session IDCOMMENT
LOW⚡…rm/src/components/chatComponent/buildTrigger/index.tsx71 // Step 2: Use the session ID to establish an SSE connection using EventSourceCOMMENT
LOW⚡…rm/src/components/chatComponent/buildTrigger/index.tsx120 // Step 3: Wait for the stream to finishCOMMENT
LOW⚡…rm/src/components/chatComponent/buildTrigger/index.tsx125 // Step 4: Return true if all nodes are valid, false otherwiseCOMMENT
LOW…ntend/platform/src/pages/KnowledgePage/filesUpload.tsx91 // Step 1: File upload completed, jump to step 2COMMENT
LOW⚡…ntend/platform/src/pages/KnowledgePage/filesUpload.tsx110 // Step 2: Segmentation strategy completed, receive config and jump to step 3COMMENT
LOW⚡…ntend/platform/src/pages/KnowledgePage/filesUpload.tsx118 // Step 3: Original text comparison callback, control next button disabled stateCOMMENT
LOW…ntend/platform/src/pages/KnowledgePage/filesUpload.tsx360 // Step 2: bounded-height layout so inner left/right panels can scroll independentlyCOMMENT
LOW⚡…platform/src/pages/KnowledgePage/AdjustFilesUpload.tsx180 // Step 2: Segmentation strategy completed, receive config and jump to step 2 (original text comparison)COMMENT
LOW⚡…platform/src/pages/KnowledgePage/AdjustFilesUpload.tsx188 // Step 2: Original text comparison callback, control next button disabled stateCOMMENT
LOW⚡src/frontend/client/src/utils/latex.ts51 // Step 1: Protect code blocksCOMMENT
LOW⚡src/frontend/client/src/utils/latex.ts58 // Step 2: Protect existing LaTeX expressionsCOMMENT
LOW⚡src/frontend/client/src/utils/latex.ts65 // Step 3: Escape dollar signs that are likely currency indicatorsCOMMENT
LOW⚡src/frontend/client/src/utils/latex.ts68 // Step 4: Restore LaTeX expressionsCOMMENT
LOW⚡src/frontend/client/src/utils/latex.ts71 // Step 5: Restore code blocksCOMMENT
LOW⚡src/frontend/client/src/utils/latex.ts74 // Step 6: Apply additional escaping functionsCOMMENT
LOW⚡src/frontend/client/src/pages/appChat/index.tsx261 // Step 1: Make a POST request to send the flow data and receive a unique session IDCOMMENT
LOW⚡src/frontend/client/src/pages/appChat/index.tsx264 // Step 2: Use the session ID to establish an SSE connection using EventSourceCOMMENT
LOW⚡src/frontend/client/src/pages/appChat/index.tsx310 // Step 3: Wait for the stream to finishCOMMENT
LOW⚡src/frontend/client/src/pages/appChat/index.tsx315 // Step 4: Return true if all nodes are valid, false otherwiseCOMMENT
LOW⚡src/backend/test/linsight/test_skill_prompt_priority.py44 # Step 2: read the body BEFORE producing anything…COMMENT
LOW⚡src/backend/test/linsight/test_skill_prompt_priority.py53 # Step 3: a format skill outranks the 3b-3d default derivation path.COMMENT
LOW⚡…c/backend/test/integration/test_f017_ac_integration.py117 # Step 4: no chat_message delete was invoked — this is a non-contractCOMMENT
LOW⚡…ckend/bisheng/tenant/domain/services/tenant_service.py111 # Step 2: Create root departmentCOMMENT
LOW⚡…ckend/bisheng/tenant/domain/services/tenant_service.py119 # Step 3: Create UserTenant for each adminCOMMENT
LOW⚡…ckend/bisheng/tenant/domain/services/tenant_service.py127 # Step 4: apply tenant permissions after DB commit.COMMENT
LOW⚡…ckend/bisheng/tenant/domain/services/tenant_service.py134 # Step 5: Child/root tenant bootstrap — copy builtin tools soCOMMENT
LOW⚡…ckend/bisheng/tenant/domain/services/tenant_service.py140 # Step 6: seed the kernel's built-in Linsight skills. Startup seedingCOMMENT
LOW…ckend/bisheng/tenant/domain/services/tenant_service.py97 # Step 1: Create Tenant recordCOMMENT
LOW⚡src/backend/bisheng/database/models/department.py1612 # Step 2: build the subtree filterCOMMENT
LOW⚡src/backend/bisheng/database/models/department.py1619 # Step 3: count distinct users matching the filterCOMMENT
LOWsrc/backend/bisheng/database/models/department.py1595 # Step 1: resolve tenant.root_dept_id (if set) → path prefixCOMMENT
LOWsrc/backend/bisheng/database/models/department.py1647 # Step 4: paginated user list. Use a distinct subquery onCOMMENT
LOW…/backend/bisheng/core/database/alembic_helpers/f011.py71 # Step 1: find users with multiple active rows.COMMENT
LOW…/backend/bisheng/core/database/alembic_helpers/f011.py82 # Step 2: for each such user, rank active rows and pick the keeper.COMMENT
LOW…wledge/rag/pipeline/loader/utils/md_post_processing.py17 # Step 1: Image Handling (Top Priority Execution)COMMENT
LOW…wledge/rag/pipeline/loader/utils/md_post_processing.py38 # Step 2: ComplexityHTMLBlock Level Element Conversion (UseBeautifulSoupSupport)COMMENT
LOW…wledge/rag/pipeline/loader/utils/md_post_processing.py83 # Step 3: Other block level and inlineHTMLTag transformation (Mainly using regular)COMMENT
LOW⚡…wledge/rag/pipeline/loader/utils/md_post_processing.py149 # Step 4: Final cleanupCOMMENT
Modern AI Meta-Vocabulary33 hits · 100 pts
SeverityFileLineSnippetContext
MEDIUM…0.0-beta1/047-linsight-citation-traceability/design.md219- **Phase 2 —— 下载 Word/PDF 烘焙可见引用**:新增 `bake_citations_for_export(md)`(标记→顺序 `[1]` + `## 参考资料`:RAG=文档名+页码 / Web=title+URCODE
MEDIUMfeatures/v2.6.0/035-linsight-task-mode/design.md428### 5.2 知识库 RAG:方案 A vs 方案 BCOMMENT
MEDIUMfeatures/v2.6.0/028-conversation-export-import/tasks.md429### §T002 RAG 角标真实样本(2026-05-31)COMMENT
MEDIUM…v2.6.0/028-conversation-export-import/e2e-checklist.md83### RAG 角标剥除(AC-14)COMMENT
MEDIUMdocs/architecture/04-knowledge-rag.md1# 知识库与 RAG 管道COMMENT
MEDIUMdocs/architecture/04-knowledge-rag.md117 rag/ # RAG 管道实现CODE
MEDIUMdocs/architecture/04-knowledge-rag.md130## 3. RAG 管道架构COMMENT
MEDIUMdocs/PRD/2.6 RAG 检索上下文优化 PRD/2.6 RAG 检索上下文格式优化 PRD.md1# 2.6 RAG 检索上下文格式优化 PRDCOMMENT
MEDIUMdocs/PRD/2.6 RAG 检索上下文优化 PRD/2.6 RAG 检索上下文格式优化 PRD.md127#### 3.2.3 Workflow RAG 节点(`workflow/nodes/rag/rag.py`)COMMENT
MEDIUMsrc/backend/bisheng_langchain/sql/base.py118 # improvement of few shot prompt seedsCOMMENT
MEDIUMsrc/backend/test/linsight/test_workspace_dual_track.py336 # csv loader is a RAG chunker, and the txt/md round-trip rejoins split chunksCOMMENT
MEDIUM…c/backend/test/department/test_dept_member_add_sync.py241 # ── Mock the orchestration touchpoints ──COMMENT
MEDIUM⚡…nowledge/test_knowledge_space_chat_service_retrieve.py91# aretrieve_chunks — orchestration (per-KB delegation mocked)COMMENT
MEDIUM⚡src/backend/test/org_sync/test_org_reconcile_service.py205# AC-02 / AC-03 / AC-04 — orchestration branchesCOMMENT
MEDIUMsrc/backend/scripts/converge_media_no_asr_transcript.py130 # Import here: knowledge_imp pulls in the full RAG stack, keep startup lean.COMMENT
MEDIUMsrc/backend/bisheng/initdb_config.yaml111 # 需要按目标模型的 context window 调整:COMMENT
MEDIUM…station/domain/services/conversation_export_service.py78# RAG citation markers are private-use Unicode (see T002 探查):COMMENT
MEDIUM…eng/workstation/domain/services/workstation_service.py1345 # Per-KB failure isolation — a single KB whose embedding model isCOMMENT
MEDIUM…end/bisheng/citation/domain/schemas/citation_schema.py30 # document id), so it cannot reuse RAG + view_file. The enum stays `temp`;COMMENT
MEDIUM…g/citation/domain/services/citation_resolve_service.py194 # every RAG citation comes back empty even though its row exists.COMMENT
MEDIUM…isheng/linsight/domain/services/stream_event_mapper.py50# (design §3.3 step_type variants; §5.2 knowledge RAG).COMMENT
MEDIUM…kend/bisheng/linsight/domain/services/agent_factory.py79# an isolated context window and returns only a distilled, sourced summary.COMMENT
MEDIUM…end/bisheng/linsight/domain/services/workbench_impl.py95 # loses cell types / sheets / formulas (and ExcelLoader is a RAG chunker thatCOMMENT
MEDIUM…end/bisheng/linsight/domain/services/workbench_impl.py1047 # pandas / json / whatever. Running them through the RAG pipeline would be aCOMMENT
MEDIUM…end/bisheng/linsight/domain/services/workbench_impl.py1076 # - csv -> ``ExcelLoader`` is a RAG chunker (slices every ``data_rows``,COMMENT
MEDIUM⚡src/backend/bisheng/utils/constants.py17 'claude-v1-100k', # An enhanced version of claude-v1 with a 100,000 token (roughly 75,000 word) context window.CODE
MEDIUM⚡src/backend/bisheng/utils/constants.py19 'claude-instant-v1-100k', # Like claude-instant-v1 with a 100,000 token context window but retains its performance.CODE
MEDIUM⚡src/backend/bisheng/utils/constants.py22 'claude-v1.3-100k', # An enhanced version of claude-v1.3 with a 100,000 token (roughly 75,000 word) context window.CODE
MEDIUM⚡src/backend/bisheng/utils/constants.py26 'claude-instant-v1.1-100k', # Version of claude-instant-v1.1 with a 100K token context window.CODE
MEDIUM…ackend/bisheng/common/services/llm_error_classifier.py135# file, a RAG fetcher — its I/O error surfaces as a 4xx even though the REQUEST wasCOMMENT
MEDIUMsrc/backend/bisheng/workflow/common/knowledge.py510 # vectorstore use different collection_name for different embedding modelCOMMENT
MEDIUM…nd/bisheng/tool/domain/langchain/linsight_knowledge.py48 # model can hallucinate or be coaxed into an arbitrary id; without this gateCOMMENT
MEDIUM…nd/bisheng/tool/domain/langchain/linsight_knowledge.py77 # model sometimes hallucinates a non-numeric sentinel (e.g.COMMENT
Docstring Block Structure16 hits · 80 pts
SeverityFileLineSnippetContext
HIGHsrc/backend/bisheng_langchain/vectorstores/milvus.py457Insert text data into Milvus. Inserting data when the collection has not be made yet will result in creSTRING
HIGHsrc/backend/bisheng/database/utils/keyset.py38Build a ``WHERE (sort_cols) > (cursor_values)`` boolean expression. Args: sort_cols: SQLAlchemy column elemSTRING
HIGHsrc/backend/bisheng/core/context/manager.py443Convenient way to get context Args: name: Context Name Returns: BaseContextManager: CorrespondSTRING
HIGHsrc/backend/bisheng/core/context/manager.py458Convenient way to get contextual instances asynchronously Args: name: Context Name Returns: AnSTRING
HIGHsrc/backend/bisheng/core/context/manager.py474Convenient way to get contextual instances synchronously Args: name: Context Name Returns: AnySTRING
HIGHsrc/backend/bisheng/core/context/base.py500Get Context Manager Args: name: Context Name Returns: BaseContextManager: CorrSTRING
HIGH…heng/linsight/domain/services/state_message_manager.py116 ImpuestoRedisOperation error handling Args: operation: RedisAction Function *aSTRING
HIGH…end/bisheng/linsight/domain/services/workbench_impl.py243 Submit user issue and create session Args: submit_obj: Submitted Question Objects STRING
HIGH…isheng/channel/domain/services/channel_chat_service.py169 Fetch article content via ArticleEsService Args: article_es_service: ES article service inSTRING
HIGH…isheng/channel/domain/services/channel_chat_service.py384 Clear chat content by article_doc_id Args: article_doc_id: Article document ID STRING
HIGHsrc/backend/bisheng/common/cursor.py76Decode a cursor string back into its sort-key list. Args: cursor: Cursor string from the request, or ``NoneSTRING
HIGH…ckend/bisheng/common/utils/markdown_cmpnt/md_to_pdf.py482 will be Markdown Convert text to with style and MathJax Supportive HTML。 Args: markdown_teSTRING
HIGH…ckend/bisheng/common/utils/markdown_cmpnt/md_to_pdf.py562 Use Playwright will be HTML Convert content to PDF Bytes of data. Args: html_content: To bSTRING
HIGH…ckend/bisheng/common/utils/markdown_cmpnt/md_to_pdf.py745 will be Markdown Convert file to PDF Bytes of data. Args: input_path: Masukkan Markdown FiSTRING
HIGH…ckend/bisheng/common/utils/markdown_cmpnt/md_to_pdf.py781 will be Markdown Convert string to PDF Bytes of data. Args: markdown_text: Markdown StringSTRING
HIGH…ckend/bisheng/common/utils/markdown_cmpnt/md_to_pdf.py854 will be Markdown Convert To PDF Handy function for byte data. Args: input_md: Markdown File path (if iSTRING
Verbosity Indicators39 hits · 79 pts
SeverityFileLineSnippetContext
LOW⚡…rm/src/components/chatComponent/buildTrigger/index.tsx69 // Step 1: Make a POST request to send the flow data and receive a unique session IDCOMMENT
LOW⚡…rm/src/components/chatComponent/buildTrigger/index.tsx71 // Step 2: Use the session ID to establish an SSE connection using EventSourceCOMMENT
LOW⚡…rm/src/components/chatComponent/buildTrigger/index.tsx120 // Step 3: Wait for the stream to finishCOMMENT
LOW⚡…rm/src/components/chatComponent/buildTrigger/index.tsx125 // Step 4: Return true if all nodes are valid, false otherwiseCOMMENT
LOW…ntend/platform/src/pages/KnowledgePage/filesUpload.tsx91 // Step 1: File upload completed, jump to step 2COMMENT
LOW⚡…ntend/platform/src/pages/KnowledgePage/filesUpload.tsx110 // Step 2: Segmentation strategy completed, receive config and jump to step 3COMMENT
LOW⚡…ntend/platform/src/pages/KnowledgePage/filesUpload.tsx118 // Step 3: Original text comparison callback, control next button disabled stateCOMMENT
LOW…ntend/platform/src/pages/KnowledgePage/filesUpload.tsx360 // Step 2: bounded-height layout so inner left/right panels can scroll independentlyCOMMENT
LOW⚡…platform/src/pages/KnowledgePage/AdjustFilesUpload.tsx180 // Step 2: Segmentation strategy completed, receive config and jump to step 2 (original text comparison)COMMENT
LOW⚡…platform/src/pages/KnowledgePage/AdjustFilesUpload.tsx188 // Step 2: Original text comparison callback, control next button disabled stateCOMMENT
LOW⚡src/frontend/client/src/utils/latex.ts51 // Step 1: Protect code blocksCOMMENT
LOW⚡src/frontend/client/src/utils/latex.ts58 // Step 2: Protect existing LaTeX expressionsCOMMENT
LOW⚡src/frontend/client/src/utils/latex.ts65 // Step 3: Escape dollar signs that are likely currency indicatorsCOMMENT
LOW⚡src/frontend/client/src/utils/latex.ts68 // Step 4: Restore LaTeX expressionsCOMMENT
LOW⚡src/frontend/client/src/utils/latex.ts71 // Step 5: Restore code blocksCOMMENT
LOW⚡src/frontend/client/src/utils/latex.ts74 // Step 6: Apply additional escaping functionsCOMMENT
LOW⚡src/frontend/client/src/pages/appChat/index.tsx261 // Step 1: Make a POST request to send the flow data and receive a unique session IDCOMMENT
LOW⚡src/frontend/client/src/pages/appChat/index.tsx264 // Step 2: Use the session ID to establish an SSE connection using EventSourceCOMMENT
LOW⚡src/frontend/client/src/pages/appChat/index.tsx310 // Step 3: Wait for the stream to finishCOMMENT
LOW⚡src/frontend/client/src/pages/appChat/index.tsx315 // Step 4: Return true if all nodes are valid, false otherwiseCOMMENT
LOW⚡src/backend/test/linsight/test_skill_prompt_priority.py44 # Step 2: read the body BEFORE producing anything…COMMENT
LOW⚡src/backend/test/linsight/test_skill_prompt_priority.py53 # Step 3: a format skill outranks the 3b-3d default derivation path.COMMENT
LOW⚡…c/backend/test/integration/test_f017_ac_integration.py117 # Step 4: no chat_message delete was invoked — this is a non-contractCOMMENT
LOW⚡…ckend/bisheng/tenant/domain/services/tenant_service.py111 # Step 2: Create root departmentCOMMENT
LOW⚡…ckend/bisheng/tenant/domain/services/tenant_service.py119 # Step 3: Create UserTenant for each adminCOMMENT
LOW⚡…ckend/bisheng/tenant/domain/services/tenant_service.py127 # Step 4: apply tenant permissions after DB commit.COMMENT
LOW⚡…ckend/bisheng/tenant/domain/services/tenant_service.py134 # Step 5: Child/root tenant bootstrap — copy builtin tools soCOMMENT
LOW⚡…ckend/bisheng/tenant/domain/services/tenant_service.py140 # Step 6: seed the kernel's built-in Linsight skills. Startup seedingCOMMENT
LOW…ckend/bisheng/tenant/domain/services/tenant_service.py97 # Step 1: Create Tenant recordCOMMENT
LOW⚡src/backend/bisheng/database/models/department.py1612 # Step 2: build the subtree filterCOMMENT
LOW⚡src/backend/bisheng/database/models/department.py1619 # Step 3: count distinct users matching the filterCOMMENT
LOWsrc/backend/bisheng/database/models/department.py1595 # Step 1: resolve tenant.root_dept_id (if set) → path prefixCOMMENT
LOWsrc/backend/bisheng/database/models/department.py1647 # Step 4: paginated user list. Use a distinct subquery onCOMMENT
LOW…/backend/bisheng/core/database/alembic_helpers/f011.py71 # Step 1: find users with multiple active rows.COMMENT
LOW…/backend/bisheng/core/database/alembic_helpers/f011.py82 # Step 2: for each such user, rank active rows and pick the keeper.COMMENT
LOW…wledge/rag/pipeline/loader/utils/md_post_processing.py17 # Step 1: Image Handling (Top Priority Execution)COMMENT
LOW…wledge/rag/pipeline/loader/utils/md_post_processing.py38 # Step 2: ComplexityHTMLBlock Level Element Conversion (UseBeautifulSoupSupport)COMMENT
LOW…wledge/rag/pipeline/loader/utils/md_post_processing.py83 # Step 3: Other block level and inlineHTMLTag transformation (Mainly using regular)COMMENT
LOW⚡…wledge/rag/pipeline/loader/utils/md_post_processing.py149 # Step 4: Final cleanupCOMMENT
AI Structural Patterns83 hits · 75 pts
SeverityFileLineSnippetContext
LOW…/bisheng_langchain/gpts/tools/local_file/local_file.py324CODE
LOW…/bisheng_langchain/gpts/tools/local_file/local_file.py396CODE
LOW…/bisheng_langchain/gpts/tools/local_file/local_file.py494CODE
LOWsrc/backend/bisheng_langchain/chat_models/sensetime.py225CODE
LOW…kend/bisheng_langchain/chat_models/interface/xunfei.py131CODE
LOW…sheng_langchain/agents/chatglm_functions_agent/base.py322CODE
LOWsrc/backend/bisheng_langchain/vectorstores/milvus.py101CODE
LOWsrc/backend/bisheng_langchain/vectorstores/milvus.py666CODE
LOWsrc/backend/bisheng_langchain/vectorstores/milvus.py890CODE
LOW…langchain/document_loaders/elem_unstrcutured_loader.py62CODE
LOW…backend/bisheng_langchain/document_loaders/elem_pdf.py188CODE
LOWsrc/backend/bisheng_langchain/chains/loader_output.py58CODE
LOWsrc/backend/bisheng_langchain/chains/loader_output.py69CODE
LOW…isheng_langchain/chains/question_answering/__init__.py87CODE
LOW…isheng_langchain/chains/question_answering/__init__.py164CODE
LOW…kend/bisheng_langchain/chains/qa_generation/base_v2.py443CODE
LOW…backend/bisheng_langchain/chains/qa_generation/base.py128CODE
LOW…ackend/test/workstation/test_f040_app_square_cursor.py56CODE
LOWsrc/backend/test/department/test_department_sso_dao.py88CODE
LOWsrc/backend/test/sso/test_sso_login_sync_service.py30CODE
LOW…nd/test/permission/test_f048_knowledge_file_adapter.py95CODE
LOWsrc/backend/test/org_sync/test_org_reconcile_service.py53CODE
LOWsrc/backend/scripts/replace_json_columns.py77CODE
LOWsrc/backend/bisheng/database/models/session.py134CODE
LOWsrc/backend/bisheng/database/models/session.py177CODE
LOWsrc/backend/bisheng/database/models/session.py225CODE
LOWsrc/backend/bisheng/database/models/session.py280CODE
LOWsrc/backend/bisheng/database/models/flow.py420CODE
LOWsrc/backend/bisheng/database/models/flow.py508CODE
LOWsrc/backend/bisheng/database/models/audit_log.py239CODE
LOWsrc/backend/bisheng/chat_session/api/endpoints/chat.py20CODE
LOWsrc/backend/bisheng/core/database/alembic/env.py212CODE
LOW…/ai/rerank/xinference/client/restful/restful_client.py1160CODE
LOW…rank/xinference/client/restful/async_restful_client.py1253CODE
LOW…kend/bisheng/linsight/domain/services/agent_factory.py1050CODE
LOW…end/bisheng/linsight/domain/services/workbench_impl.py2010CODE
LOW…heng/linsight/domain/services/resilience_middleware.py368CODE
LOWsrc/backend/bisheng/dsh/api/endpoints/admin.py49CODE
LOWsrc/backend/bisheng/dsh/api/endpoints/admin.py104CODE
LOWsrc/backend/bisheng/dsh/api/endpoints/admin.py274CODE
LOWsrc/backend/bisheng/dsh/domain/services/admin.py54CODE
LOWsrc/backend/bisheng/dsh/domain/services/admin.py155CODE
LOW…/bisheng/telemetry_search/domain/services/dashboard.py442CODE
LOW…ories/implementations/inbox_message_repository_impl.py133CODE
LOW…in/repositories/interfaces/inbox_message_repository.py12CODE
LOW…isheng/message/domain/services/notification_content.py17CODE
LOWsrc/backend/bisheng/user/api/user.py419CODE
LOW…ckend/bisheng/channel/api/endpoints/channel_manager.py298CODE
LOW…mplementations/space_channel_member_repository_impl.py51CODE
LOW…sitories/interfaces/space_channel_member_repository.py19CODE
LOWsrc/backend/bisheng/knowledge/rag/pipeline/base.py31CODE
LOW…edge/rag/pipeline/transformer/hierarchical_splitter.py15CODE
LOW…kend/bisheng/knowledge/rag/pipeline/loader/x_create.py24CODE
LOW…backend/bisheng/knowledge/rag/pipeline/loader/excel.py38CODE
LOW…end/bisheng/knowledge/api/endpoints/knowledge_space.py338CODE
LOW…end/bisheng/knowledge/api/endpoints/knowledge_space.py374CODE
LOW…c/backend/bisheng/knowledge/api/endpoints/knowledge.py390CODE
LOW…kend/bisheng/knowledge/domain/models/knowledge_file.py573CODE
LOW…kend/bisheng/knowledge/domain/models/knowledge_file.py638CODE
LOW…isheng/knowledge/domain/models/knowledge_space_file.py155CODE
23 more matches not shown…
Redundant / Tautological Comments34 hits · 50 pts
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LOWsrc/frontend/client/check_updates.sh32 # Check if this date is within the last three daysCOMMENT
LOWsrc/backend/test/department/test_department_service.py636 # Check if already existsCOMMENT
LOWsrc/backend/test/department/test_department_service.py1268 # Check if root already existsCOMMENT
LOWsrc/backend/test/_legacy/test_api.py126 # Print the resultCOMMENT
LOWsrc/backend/test/e2e/helpers/cleanup.py80 # Check if tenant already exists via list APICOMMENT
LOW…ckend/bisheng/tenant/domain/services/tenant_service.py586 # Check if user is admin — if so, ensure at least one admin remainsCOMMENT
LOWsrc/backend/bisheng/core/cache/utils.py491 # Check if it is standard URLCOMMENT
LOWsrc/backend/bisheng/linsight/domain/task_exec.py736 # Check if terminated during initializationCOMMENT
LOW…end/bisheng/linsight/domain/services/workbench_impl.py2117 # Read file contentsCOMMENT
LOW…ackend/bisheng/telemetry_search/domain/init_dataset.py812 # Check if department dimensions already presentSTRING
LOWsrc/backend/bisheng/utils/docx_temp.py767 # Check if it is a delimiter lineCOMMENT
LOWsrc/backend/bisheng/utils/util.py121 # Read files by block to avoid large files taking up too much memoryCOMMENT
LOWsrc/backend/bisheng/utils/util.py142 # Read files asynchronously in binary formCOMMENT
LOWsrc/backend/bisheng/utils/util.py144 # Read files asynchronously by block to avoid large files taking up too much memoryCOMMENT
LOWsrc/backend/bisheng/utils/http_middleware.py443 # Check if tenant is disabled via Redis blacklistCOMMENT
LOWsrc/backend/bisheng/user/api/user.py671 # Check if is an administrator of a user group underCOMMENT
LOWsrc/backend/bisheng/user/api/user.py1053 # Check if there are administrative permissions for the groupCOMMENT
LOWsrc/backend/bisheng/user/api/user.py1122 # Check if there are administrative permissions for the groupCOMMENT
LOWsrc/backend/bisheng/user/domain/services/user.py809 # Read file content to check sizeCOMMENT
LOW…sheng/department/domain/services/department_service.py1673 # Check if root already existsCOMMENT
LOW…sheng/department/domain/services/department_service.py1703 # Set path to /{id}/COMMENT
LOW…end/bisheng/channel/domain/services/channel_service.py445 # Check if the user has reached the role-configurable channel creation quotaCOMMENT
LOWsrc/backend/bisheng/common/init_data.py280 # Check if default tenant exists and has no root_dept_id yetCOMMENT
LOW…s/markdown_cmpnt/md_to_docx/provider/docx_processor.py247 # Check if there are paragraph tagsCOMMENT
LOW…s/markdown_cmpnt/md_to_docx/provider/docx_processor.py300 # Check if there are paragraph tagsCOMMENT
LOWsrc/backend/bisheng/common/services/config_service.py98 # Check if a string is a valid path or a file nameCOMMENT
LOW…dge/rag/pipeline/loader/utils/libreoffice_converter.py54 # Check if libreoffice_exec is in PATH if it's not a full pathCOMMENT
LOW…dge/rag/pipeline/loader/utils/libreoffice_converter.py87 # Check if the file was actually createdCOMMENT
LOW…ng/knowledge/domain/services/knowledge_file_service.py244 # Check if knowledge file existsCOMMENT
LOW…d/bisheng/workflow/nodes/report/text_classification.py428 # Check if it is a delimiter lineCOMMENT
LOWsrc/backend/bisheng/api/v1/workflow.py95 # Check if the user has read access to the appCOMMENT
LOWsrc/backend/bisheng/api/services/assistant.py355 # Check if there are any duplicate names underCOMMENT
LOWsrc/backend/bisheng/api/services/assistant.py525 # Check if there are any duplicate names underCOMMENT
LOW…ackend/bisheng/api/services/invite_code/invite_code.py72 # Check if the generated invite code is a duplicateCOMMENT
Slop Phrases11 hits · 32 pts
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MEDIUMsrc/frontend/platform/public/locales/en-US/bs.json725 "webSearchPrompt": "# The following content is based on the search results of the message sent by the user:\n{searchCODE
MEDIUMsrc/frontend/platform/src/constants.tsx179# Now you can use it like any chainCOMMENT
MEDIUMsrc/frontend/client/src/mobile.css138 /* More styling for demonstration purposes */COMMENT
MEDIUM…ackend/bisheng_langchain/gpts/tools/web_search/tool.py69 # For demonstration purposes, we'll just return a dummy responseCOMMENT
MEDIUM…ackend/bisheng_langchain/gpts/tools/web_search/tool.py171 # For demonstration purposes, we'll just return a dummy responseCOMMENT
MEDIUM…heng_langchain/gpts/agent_types/llm_functions_agent.py102 # meaning you can use it as you would any other runnableCOMMENT
MEDIUM…heng_langchain/gpts/agent_types/llm_functions_agent.py190 # meaning you can use it as you would any other runnableCOMMENT
MEDIUM…/bisheng_langchain/gpts/agent_types/llm_react_agent.py172 # meaning you can use it as you would any other runnableCOMMENT
MEDIUMsrc/backend/test/_legacy/test_api.py29 # Now you can use it like any chainCOMMENT
MEDIUMsrc/backend/bisheng/tool/domain/services/executor.py45 # Here you can add logic to record tool usageCOMMENT
MEDIUMsrc/backend/bisheng/tool/domain/services/executor.py62 # Here you can add logic to record tool usageCOMMENT
Cross-Language Confusion (JS/TS)6 hits · 30 pts
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HIGHsrc/frontend/platform/src/constants.tsx135print(run_flow(inputs, flow_id=FLOW_ID, tweaks=TWEAKS))`;CODE
HIGH…src/components/bs-comp/apiComponent/ApiAccessSkill.tsx236print(run_flow(inputs, flow_id=FLOW_ID, tweaks=TWEAKS))`}CODE
HIGH…src/components/bs-comp/apiComponent/ApiAccessSkill.tsx300print(response.text)`}CODE
HIGH…/components/bs-comp/apiComponent/apiExampleSnippets.ts60 print(reasoning, end="", flush=True)CODE
HIGH…/components/bs-comp/apiComponent/apiExampleSnippets.ts63 print(delta.content, end="", flush=True)CODE
HIGH…/components/bs-comp/apiComponent/apiExampleSnippets.ts116print(result)CODE
AI Slop Vocabulary13 hits · 30 pts
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MEDIUMsrc/frontend/platform/public/locales/en-US/bs.json725 "webSearchPrompt": "# The following content is based on the search results of the message sent by the user:\n{searchCODE
MEDIUM…/Execution/__fixtures__/linsightSieyuanPptHistory.json268"output": "- Light backgrounds: \"#F5F7FA\" or \"#FFFFFF\"\n\nLet me now write the code. I'll create a comprehensive JS CODE
MEDIUM…client/src/pages/Subscription/ChannelDiscoveryHome.tsx333 // No transition before measuring, or during the seamless loop snap-back.COMMENT
MEDIUM…nd/client/src/pages/Subscription/ChannelSquareTabs.tsx51 // (robust to longer non-CJK labels). transform+width are animated; the mountCOMMENT
LOW…ackend/bisheng_langchain/gpts/tools/web_search/tool.py69 # For demonstration purposes, we'll just return a dummy responseCOMMENT
LOW…ackend/bisheng_langchain/gpts/tools/web_search/tool.py171 # For demonstration purposes, we'll just return a dummy responseCOMMENT
LOWsrc/backend/bisheng_langchain/sql/base.py95 # If return direct, we just set the final result equal toCOMMENT
MEDIUMsrc/backend/test/integration/test_storage_quota_e2e.py131 # search recursively to be robust against future restructuring.COMMENT
MEDIUMsrc/backend/test/open_api/test_skill_pack.py73# ── script harness ───────────────────────────────────────────────────────────COMMENT
MEDIUM…nd/bisheng/workstation/domain/services/chat_service.py242# - _parse_tool_results: Normalizes BaseTool output to facilitate SSE (Server-Sent Events) and database storage.COMMENT
LOW…e/database/alembic/versions/v2_5_1_f011_tenant_tree.py142 # tenant_id already exists (F001 TENANT_TABLES); just add compound index.COMMENT
LOW…bisheng/knowledge/domain/services/knowledge_service.py2918 # we can just return the resource_ids. But to be safe, let's filter valid file ids.COMMENT
MEDIUMsrc/backend/bisheng/api/v1/callback.py58 # Streaming output is placed in a queue to facilitate recording of content to a database after interrupting the COMMENT
Synthetic Comment Markers3 hits · 24 pts
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HIGHsrc/frontend/platform/public/locales/en-US/bs.json1761 "inline_input_example": "{\n \"event\": \"output_with_input_msg\",\n \"node_id\": \"output_ 123\",\n \"noCODE
HIGHsrc/frontend/client/src/hooks/useAiChat.ts1027 // New conversation: fetch the AI-generated title. The gen_titleCOMMENT
HIGH⚡src/backend/test/e2e/test_e2e_tenant_code_autogen.py197 # ──────── Case 1: auto-generated code ────────COMMENT
Magic Placeholder Names4 hits · 20 pts
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HIGHdocs/PRD/3.0-beta2/3.0 开放 API 鉴权与身份传递 PRD.md1928 > 「`'Authorization: Bearer <YOUR_API_KEY>'`」CODE
HIGHdocs/PRD/3.0-beta2/3.0 开放 API 鉴权与身份传递 PRD.md1928 > 「`'Authorization: Bearer <YOUR_API_KEY>'`」CODE
HIGH…rontend/platform/src/pages/BuildPage/tools/EditMcp.tsx161 "url": "https://mcp.amap.com/sse?key=yourapikey"CODE
HIGH…rontend/platform/src/pages/BuildPage/tools/EditMcp.tsx171 "url": "https://mcp.amap.com/mcp?key=yourapikey"CODE
Dead Code3 hits · 6 pts
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MEDIUM…backend/test/quota/test_knowledge_space_count_scope.py112CODE
MEDIUM…backend/test/permission/test_f048_migration_runtime.py485CODE
MEDIUM…end/test/open_api/test_workflow_invoke_input_errors.py135CODE
AI Response Leakage1 hit · 5 pts
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HIGH…/Execution/__fixtures__/linsightSieyuanPptHistory.json268"output": "- Light backgrounds: \"#F5F7FA\" or \"#FFFFFF\"\n\nLet me now write the code. I'll create a comprehensive JS CODE
Example Usage Blocks1 hit · 2 pts
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LOWsrc/backend/scripts/set_admin.sh5# Usage:COMMENT