Merge remote-tracking branch 'origin/main' into feat/source-for-plugin-tasks

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

.agents/skills/component-refactoring/SKILL.md

@@ -187,53 +187,12 @@ const Template = useMemo(() => {
 
 **When**: Component directly handles API calls, data transformation, or complex async operations.
 
-**Dify Convention**: Use `@tanstack/react-query` hooks from `web/service/use-*.ts` or create custom data hooks.
-
-```typescript
-// ❌ Before: API logic in component
-const MCPServiceCard = () => {
-  const [basicAppConfig, setBasicAppConfig] = useState({})
-  
-  useEffect(() => {
-    if (isBasicApp && appId) {
-      (async () => {
-        const res = await fetchAppDetail({ url: '/apps', id: appId })
-        setBasicAppConfig(res?.model_config || {})
-      })()
-    }
-  }, [appId, isBasicApp])
-  
-  // More API-related logic...
-}
-
-// ✅ After: Extract to data hook using React Query
-// use-app-config.ts
-import { useQuery } from '@tanstack/react-query'
-import { get } from '@/service/base'
-
-const NAME_SPACE = 'appConfig'
-
-export const useAppConfig = (appId: string, isBasicApp: boolean) => {
-  return useQuery({
-    enabled: isBasicApp && !!appId,
-    queryKey: [NAME_SPACE, 'detail', appId],
-    queryFn: () => get<AppDetailResponse>(`/apps/${appId}`),
-    select: data => data?.model_config || {},
-  })
-}
-
-// Component becomes cleaner
-const MCPServiceCard = () => {
-  const { data: config, isLoading } = useAppConfig(appId, isBasicApp)
-  // UI only
-}
-```
-
-**React Query Best Practices in Dify**:
-- Define `NAME_SPACE` for query key organization
-- Use `enabled` option for conditional fetching
-- Use `select` for data transformation
-- Export invalidation hooks: `useInvalidXxx`
+**Dify Convention**:
+- This skill is for component decomposition, not query/mutation design.
+- When refactoring data fetching, follow `web/AGENTS.md`.
+- Use `frontend-query-mutation` for contracts, query shape, data-fetching wrappers, query/mutation call-site patterns, conditional queries, invalidation, and mutation error handling.
+- Do not introduce deprecated `useInvalid` / `useReset`.
+- Do not add thin passthrough `useQuery` wrappers during refactoring; only extract a custom hook when it truly orchestrates multiple queries/mutations or shared derived state.
 
 **Dify Examples**:
 - `web/service/use-workflow.ts`

.agents/skills/component-refactoring/references/hook-extraction.md

@@ -155,48 +155,14 @@ const Configuration: FC = () => {
 
 ## Common Hook Patterns in Dify
 
-### 1. Data Fetching Hook (React Query)
+### 1. Data Fetching / Mutation Hooks
 
-```typescript
-// Pattern: Use @tanstack/react-query for data fetching
-import { useQuery, useQueryClient } from '@tanstack/react-query'
-import { get } from '@/service/base'
-import { useInvalid } from '@/service/use-base'
+When hook extraction touches query or mutation code, do not use this reference as the source of truth for data-layer patterns.
 
-const NAME_SPACE = 'appConfig'
-
-// Query keys for cache management
-export const appConfigQueryKeys = {
-  detail: (appId: string) => [NAME_SPACE, 'detail', appId] as const,
-}
-
-// Main data hook
-export const useAppConfig = (appId: string) => {
-  return useQuery({
-    enabled: !!appId,
-    queryKey: appConfigQueryKeys.detail(appId),
-    queryFn: () => get<AppDetailResponse>(`/apps/${appId}`),
-    select: data => data?.model_config || null,
-  })
-}
-
-// Invalidation hook for refreshing data
-export const useInvalidAppConfig = () => {
-  return useInvalid([NAME_SPACE])
-}
-
-// Usage in component
-const Component = () => {
-  const { data: config, isLoading, error, refetch } = useAppConfig(appId)
-  const invalidAppConfig = useInvalidAppConfig()
-  
-  const handleRefresh = () => {
-    invalidAppConfig() // Invalidates cache and triggers refetch
-  }
-  
-  return <div>...</div>
-}
-```
+- Follow `web/AGENTS.md` first.
+- Use `frontend-query-mutation` for contracts, query shape, data-fetching wrappers, query/mutation call-site patterns, conditional queries, invalidation, and mutation error handling.
+- Do not introduce deprecated `useInvalid` / `useReset`.
+- Do not extract thin passthrough `useQuery` hooks; only extract orchestration hooks.
 
 ### 2. Form State Hook
 

.agents/skills/frontend-query-mutation/SKILL.md

@@ -0,0 +1,44 @@
+---
+name: frontend-query-mutation
+description: Guide for implementing Dify frontend query and mutation patterns with TanStack Query and oRPC. Trigger when creating or updating contracts in web/contract, wiring router composition, consuming consoleQuery or marketplaceQuery in components or services, deciding whether to call queryOptions() directly or extract a helper or use-* hook, handling conditional queries, cache invalidation, mutation error handling, or migrating legacy service calls to contract-first query and mutation helpers.
+---
+
+# Frontend Query & Mutation
+
+## Intent
+
+- Keep contract as the single source of truth in `web/contract/*`.
+- Prefer contract-shaped `queryOptions()` and `mutationOptions()`.
+- Keep invalidation and mutation flow knowledge in the service layer.
+- Keep abstractions minimal to preserve TypeScript inference.
+
+## Workflow
+
+1. Identify the change surface.
+   - Read `references/contract-patterns.md` for contract files, router composition, client helpers, and query or mutation call-site shape.
+   - Read `references/runtime-rules.md` for conditional queries, invalidation, error handling, and legacy migrations.
+   - Read both references when a task spans contract shape and runtime behavior.
+2. Implement the smallest abstraction that fits the task.
+   - Default to direct `useQuery(...)` or `useMutation(...)` calls with oRPC helpers at the call site.
+   - Extract a small shared query helper only when multiple call sites share the same extra options.
+   - Create `web/service/use-{domain}.ts` only for orchestration or shared domain behavior.
+3. Preserve Dify conventions.
+   - Keep contract inputs in `{ params, query?, body? }` shape.
+   - Bind invalidation in the service-layer mutation definition.
+   - Prefer `mutate(...)`; use `mutateAsync(...)` only when Promise semantics are required.
+
+## Files Commonly Touched
+
+- `web/contract/console/*.ts`
+- `web/contract/marketplace.ts`
+- `web/contract/router.ts`
+- `web/service/client.ts`
+- `web/service/use-*.ts`
+- component and hook call sites using `consoleQuery` or `marketplaceQuery`
+
+## References
+
+- Use `references/contract-patterns.md` for contract shape, router registration, query and mutation helpers, and anti-patterns that degrade inference.
+- Use `references/runtime-rules.md` for conditional queries, invalidation, `mutate` versus `mutateAsync`, and legacy migration rules.
+
+Treat this skill as the single query and mutation entry point for Dify frontend work. Keep detailed rules in the reference files instead of duplicating them in project docs.

.agents/skills/frontend-query-mutation/agents/openai.yaml

@@ -0,0 +1,4 @@
+interface:
+  display_name: "Frontend Query & Mutation"
+  short_description: "Dify TanStack Query and oRPC patterns"
+  default_prompt: "Use this skill when implementing or reviewing Dify frontend contracts, query and mutation call sites, conditional queries, invalidation, or legacy query/mutation migrations."

.agents/skills/frontend-query-mutation/references/contract-patterns.md

@@ -0,0 +1,98 @@
+# Contract Patterns
+
+## Table of Contents
+
+- Intent
+- Minimal structure
+- Core workflow
+- Query usage decision rule
+- Mutation usage decision rule
+- Anti-patterns
+- Contract rules
+- Type export
+
+## Intent
+
+- Keep contract as the single source of truth in `web/contract/*`.
+- Default query usage to call-site `useQuery(consoleQuery|marketplaceQuery.xxx.queryOptions(...))` when endpoint behavior maps 1:1 to the contract.
+- Keep abstractions minimal and preserve TypeScript inference.
+
+## Minimal Structure
+
+```text
+web/contract/
+├── base.ts
+├── router.ts
+├── marketplace.ts
+└── console/
+    ├── billing.ts
+    └── ...other domains
+web/service/client.ts
+```
+
+## Core Workflow
+
+1. Define contract in `web/contract/console/{domain}.ts` or `web/contract/marketplace.ts`.
+   - Use `base.route({...}).output(type<...>())` as the baseline.
+   - Add `.input(type<...>())` only when the request has `params`, `query`, or `body`.
+   - For `GET` without input, omit `.input(...)`; do not use `.input(type<unknown>())`.
+2. Register contract in `web/contract/router.ts`.
+   - Import directly from domain files and nest by API prefix.
+3. Consume from UI call sites via oRPC query utilities.
+
+```typescript
+import { useQuery } from '@tanstack/react-query'
+import { consoleQuery } from '@/service/client'
+
+const invoiceQuery = useQuery(consoleQuery.billing.invoices.queryOptions({
+  staleTime: 5 * 60 * 1000,
+  throwOnError: true,
+  select: invoice => invoice.url,
+}))
+```
+
+## Query Usage Decision Rule
+
+1. Default to direct `*.queryOptions(...)` usage at the call site.
+2. If 3 or more call sites share the same extra options, extract a small query helper, not a `use-*` passthrough hook.
+3. Create `web/service/use-{domain}.ts` only for orchestration.
+   - Combine multiple queries or mutations.
+   - Share domain-level derived state or invalidation helpers.
+
+```typescript
+const invoicesBaseQueryOptions = () =>
+  consoleQuery.billing.invoices.queryOptions({ retry: false })
+
+const invoiceQuery = useQuery({
+  ...invoicesBaseQueryOptions(),
+  throwOnError: true,
+})
+```
+
+## Mutation Usage Decision Rule
+
+1. Default to mutation helpers from `consoleQuery` or `marketplaceQuery`, for example `useMutation(consoleQuery.billing.bindPartnerStack.mutationOptions(...))`.
+2. If the mutation flow is heavily custom, use oRPC clients as `mutationFn`, for example `consoleClient.xxx` or `marketplaceClient.xxx`, instead of handwritten non-oRPC mutation logic.
+
+## Anti-Patterns
+
+- Do not wrap `useQuery` with `options?: Partial<UseQueryOptions>`.
+- Do not split local `queryKey` and `queryFn` when oRPC `queryOptions` already exists and fits the use case.
+- Do not create thin `use-*` passthrough hooks for a single endpoint.
+- These patterns can degrade inference, especially around `throwOnError` and `select`, and add unnecessary indirection.
+
+## Contract Rules
+
+- Input structure: always use `{ params, query?, body? }`.
+- No-input `GET`: omit `.input(...)`; do not use `.input(type<unknown>())`.
+- Path params: use `{paramName}` in the path and match it in the `params` object.
+- Router nesting: group by API prefix, for example `/billing/*` becomes `billing: {}`.
+- No barrel files: import directly from specific files.
+- Types: import from `@/types/` and use the `type<T>()` helper.
+- Mutations: prefer `mutationOptions`; use explicit `mutationKey` mainly for defaults, filtering, and devtools.
+
+## Type Export
+
+```typescript
+export type ConsoleInputs = InferContractRouterInputs<typeof consoleRouterContract>
+```

.agents/skills/frontend-query-mutation/references/runtime-rules.md

@@ -0,0 +1,133 @@
+# Runtime Rules
+
+## Table of Contents
+
+- Conditional queries
+- Cache invalidation
+- Key API guide
+- `mutate` vs `mutateAsync`
+- Legacy migration
+
+## Conditional Queries
+
+Prefer contract-shaped `queryOptions(...)`.
+When required input is missing, prefer `input: skipToken` instead of placeholder params or non-null assertions.
+Use `enabled` only for extra business gating after the input itself is already valid.
+
+```typescript
+import { skipToken, useQuery } from '@tanstack/react-query'
+
+// Disable the query by skipping input construction.
+function useAccessMode(appId: string | undefined) {
+  return useQuery(consoleQuery.accessControl.appAccessMode.queryOptions({
+    input: appId
+      ? { params: { appId } }
+      : skipToken,
+  }))
+}
+
+// Avoid runtime-only guards that bypass type checking.
+function useBadAccessMode(appId: string | undefined) {
+  return useQuery(consoleQuery.accessControl.appAccessMode.queryOptions({
+    input: { params: { appId: appId! } },
+    enabled: !!appId,
+  }))
+}
+```
+
+## Cache Invalidation
+
+Bind invalidation in the service-layer mutation definition.
+Components may add UI feedback in call-site callbacks, but they should not decide which queries to invalidate.
+
+Use:
+
+- `.key()` for namespace or prefix invalidation
+- `.queryKey(...)` only for exact cache reads or writes such as `getQueryData` and `setQueryData`
+- `queryClient.invalidateQueries(...)` in mutation `onSuccess`
+
+Do not use deprecated `useInvalid` from `use-base.ts`.
+
+```typescript
+// Service layer owns cache invalidation.
+export const useUpdateAccessMode = () => {
+  const queryClient = useQueryClient()
+
+  return useMutation(consoleQuery.accessControl.updateAccessMode.mutationOptions({
+    onSuccess: () => {
+      queryClient.invalidateQueries({
+        queryKey: consoleQuery.accessControl.appWhitelistSubjects.key(),
+      })
+    },
+  }))
+}
+
+// Component only adds UI behavior.
+updateAccessMode({ appId, mode }, {
+  onSuccess: () => Toast.notify({ type: 'success', message: '...' }),
+})
+
+// Avoid putting invalidation knowledge in the component.
+mutate({ appId, mode }, {
+  onSuccess: () => {
+    queryClient.invalidateQueries({
+      queryKey: consoleQuery.accessControl.appWhitelistSubjects.key(),
+    })
+  },
+})
+```
+
+## Key API Guide
+
+- `.key(...)`
+  - Use for partial matching operations.
+  - Prefer it for invalidation, refetch, and cancel patterns.
+  - Example: `queryClient.invalidateQueries({ queryKey: consoleQuery.billing.key() })`
+- `.queryKey(...)`
+  - Use for a specific query's full key.
+  - Prefer it for exact cache addressing and direct reads or writes.
+- `.mutationKey(...)`
+  - Use for a specific mutation's full key.
+  - Prefer it for mutation defaults registration, mutation-status filtering, and devtools grouping.
+
+## `mutate` vs `mutateAsync`
+
+Prefer `mutate` by default.
+Use `mutateAsync` only when Promise semantics are truly required, such as parallel mutations or sequential steps with result dependencies.
+
+Rules:
+
+- Event handlers should usually call `mutate(...)` with `onSuccess` or `onError`.
+- Every `await mutateAsync(...)` must be wrapped in `try/catch`.
+- Do not use `mutateAsync` when callbacks already express the flow clearly.
+
+```typescript
+// Default case.
+mutation.mutate(data, {
+  onSuccess: result => router.push(result.url),
+})
+
+// Promise semantics are required.
+try {
+  const order = await createOrder.mutateAsync(orderData)
+  await confirmPayment.mutateAsync({ orderId: order.id, token })
+  router.push(`/orders/${order.id}`)
+}
+catch (error) {
+  Toast.notify({
+    type: 'error',
+    message: error instanceof Error ? error.message : 'Unknown error',
+  })
+}
+```
+
+## Legacy Migration
+
+When touching old code, migrate it toward these rules:
+
+| Old pattern | New pattern |
+|---|---|
+| `useInvalid(key)` in service layer | `queryClient.invalidateQueries(...)` inside mutation `onSuccess` |
+| component-triggered invalidation after mutation | move invalidation into the service-layer mutation definition |
+| imperative fetch plus manual invalidation | wrap it in `useMutation(...mutationOptions(...))` |
+| `await mutateAsync()` without `try/catch` | switch to `mutate(...)` or add `try/catch` |

.agents/skills/orpc-contract-first/SKILL.md

@@ -1,103 +0,0 @@
----
-name: orpc-contract-first
-description: Guide for implementing oRPC contract-first API patterns in Dify frontend. Trigger when creating or updating contracts in web/contract, wiring router composition, integrating TanStack Query with typed contracts, migrating legacy service calls to oRPC, or deciding whether to call queryOptions directly vs extracting a helper or use-* hook in web/service.
----
-
-# oRPC Contract-First Development
-
-## Intent
-
-- Keep contract as single source of truth in `web/contract/*`.
-- Default query usage: call-site `useQuery(consoleQuery|marketplaceQuery.xxx.queryOptions(...))` when endpoint behavior maps 1:1 to the contract.
-- Keep abstractions minimal and preserve TypeScript inference.
-
-## Minimal Structure
-
-```text
-web/contract/
-├── base.ts
-├── router.ts
-├── marketplace.ts
-└── console/
-    ├── billing.ts
-    └── ...other domains
-web/service/client.ts
-```
-
-## Core Workflow
-
-1. Define contract in `web/contract/console/{domain}.ts` or `web/contract/marketplace.ts`
-   - Use `base.route({...}).output(type<...>())` as baseline.
-   - Add `.input(type<...>())` only when request has `params/query/body`.
-   - For `GET` without input, omit `.input(...)` (do not use `.input(type<unknown>())`).
-2. Register contract in `web/contract/router.ts`
-   - Import directly from domain files and nest by API prefix.
-3. Consume from UI call sites via oRPC query utils.
-
-```typescript
-import { useQuery } from '@tanstack/react-query'
-import { consoleQuery } from '@/service/client'
-
-const invoiceQuery = useQuery(consoleQuery.billing.invoices.queryOptions({
-  staleTime: 5 * 60 * 1000,
-  throwOnError: true,
-  select: invoice => invoice.url,
-}))
-```
-
-## Query Usage Decision Rule
-
-1. Default: call site directly uses `*.queryOptions(...)`.
-2. If 3+ call sites share the same extra options (for example `retry: false`), extract a small queryOptions helper, not a `use-*` passthrough hook.
-3. Create `web/service/use-{domain}.ts` only for orchestration:
-   - Combine multiple queries/mutations.
-   - Share domain-level derived state or invalidation helpers.
-
-```typescript
-const invoicesBaseQueryOptions = () =>
-  consoleQuery.billing.invoices.queryOptions({ retry: false })
-
-const invoiceQuery = useQuery({
-  ...invoicesBaseQueryOptions(),
-  throwOnError: true,
-})
-```
-
-## Mutation Usage Decision Rule
-
-1. Default: call mutation helpers from `consoleQuery` / `marketplaceQuery`, for example `useMutation(consoleQuery.billing.bindPartnerStack.mutationOptions(...))`.
-2. If mutation flow is heavily custom, use oRPC clients as `mutationFn` (for example `consoleClient.xxx` / `marketplaceClient.xxx`), instead of generic handwritten non-oRPC mutation logic.
-
-## Key API Guide (`.key` vs `.queryKey` vs `.mutationKey`)
-
-- `.key(...)`:
-  - Use for partial matching operations (recommended for invalidation/refetch/cancel patterns).
-  - Example: `queryClient.invalidateQueries({ queryKey: consoleQuery.billing.key() })`
-- `.queryKey(...)`:
-  - Use for a specific query's full key (exact query identity / direct cache addressing).
-- `.mutationKey(...)`:
-  - Use for a specific mutation's full key.
-  - Typical use cases: mutation defaults registration, mutation-status filtering (`useIsMutating`, `queryClient.isMutating`), or explicit devtools grouping.
-
-## Anti-Patterns
-
-- Do not wrap `useQuery` with `options?: Partial<UseQueryOptions>`.
-- Do not split local `queryKey/queryFn` when oRPC `queryOptions` already exists and fits the use case.
-- Do not create thin `use-*` passthrough hooks for a single endpoint.
-- Reason: these patterns can degrade inference (`data` may become `unknown`, especially around `throwOnError`/`select`) and add unnecessary indirection.
-
-## Contract Rules
-
-- **Input structure**: Always use `{ params, query?, body? }` format
-- **No-input GET**: Omit `.input(...)`; do not use `.input(type<unknown>())`
-- **Path params**: Use `{paramName}` in path, match in `params` object
-- **Router nesting**: Group by API prefix (e.g., `/billing/*` -> `billing: {}`)
-- **No barrel files**: Import directly from specific files
-- **Types**: Import from `@/types/`, use `type<T>()` helper
-- **Mutations**: Prefer `mutationOptions`; use explicit `mutationKey` mainly for defaults/filtering/devtools
-
-## Type Export
-
-```typescript
-export type ConsoleInputs = InferContractRouterInputs<typeof consoleRouterContract>
-```

.claude/skills/frontend-query-mutation

@@ -0,0 +1 @@
+../../.agents/skills/frontend-query-mutation

.claude/skills/orpc-contract-first

@@ -1 +0,0 @@
-../../.agents/skills/orpc-contract-first

api/core/rag/datasource/vdb/weaviate/weaviate_vector.py

@@ -8,6 +8,7 @@ document embeddings used in retrieval-augmented generation workflows.
 import datetime
 import json
 import logging
+import threading
 import uuid as _uuid
 from typing import Any
 from urllib.parse import urlparse
@@ -32,6 +33,9 @@ from models.dataset import Dataset
 
 logger = logging.getLogger(__name__)
 
+_weaviate_client: weaviate.WeaviateClient | None = None
+_weaviate_client_lock = threading.Lock()
+
 
 class WeaviateConfig(BaseModel):
     """
@@ -99,43 +103,52 @@ class WeaviateVector(BaseVector):
 
         Configures both HTTP and gRPC connections with proper authentication.
         """
-        p = urlparse(config.endpoint)
-        host = p.hostname or config.endpoint.replace("https://", "").replace("http://", "")
-        http_secure = p.scheme == "https"
-        http_port = p.port or (443 if http_secure else 80)
+        global _weaviate_client
+        if _weaviate_client and _weaviate_client.is_ready():
+            return _weaviate_client
 
-        # Parse gRPC configuration
-        if config.grpc_endpoint:
-            # Urls without scheme won't be parsed correctly in some python versions,
-            # see https://bugs.python.org/issue27657
-            grpc_endpoint_with_scheme = (
-                config.grpc_endpoint if "://" in config.grpc_endpoint else f"grpc://{config.grpc_endpoint}"
+        with _weaviate_client_lock:
+            if _weaviate_client and _weaviate_client.is_ready():
+                return _weaviate_client
+
+            p = urlparse(config.endpoint)
+            host = p.hostname or config.endpoint.replace("https://", "").replace("http://", "")
+            http_secure = p.scheme == "https"
+            http_port = p.port or (443 if http_secure else 80)
+
+            # Parse gRPC configuration
+            if config.grpc_endpoint:
+                # Urls without scheme won't be parsed correctly in some python versions,
+                # see https://bugs.python.org/issue27657
+                grpc_endpoint_with_scheme = (
+                    config.grpc_endpoint if "://" in config.grpc_endpoint else f"grpc://{config.grpc_endpoint}"
+                )
+                grpc_p = urlparse(grpc_endpoint_with_scheme)
+                grpc_host = grpc_p.hostname or "localhost"
+                grpc_port = grpc_p.port or (443 if grpc_p.scheme == "grpcs" else 50051)
+                grpc_secure = grpc_p.scheme == "grpcs"
+            else:
+                # Infer from HTTP endpoint as fallback
+                grpc_host = host
+                grpc_secure = http_secure
+                grpc_port = 443 if grpc_secure else 50051
+
+            client = weaviate.connect_to_custom(
+                http_host=host,
+                http_port=http_port,
+                http_secure=http_secure,
+                grpc_host=grpc_host,
+                grpc_port=grpc_port,
+                grpc_secure=grpc_secure,
+                auth_credentials=Auth.api_key(config.api_key) if config.api_key else None,
+                skip_init_checks=True,  # Skip PyPI version check to avoid unnecessary HTTP requests
             )
-            grpc_p = urlparse(grpc_endpoint_with_scheme)
-            grpc_host = grpc_p.hostname or "localhost"
-            grpc_port = grpc_p.port or (443 if grpc_p.scheme == "grpcs" else 50051)
-            grpc_secure = grpc_p.scheme == "grpcs"
-        else:
-            # Infer from HTTP endpoint as fallback
-            grpc_host = host
-            grpc_secure = http_secure
-            grpc_port = 443 if grpc_secure else 50051
 
-        client = weaviate.connect_to_custom(
-            http_host=host,
-            http_port=http_port,
-            http_secure=http_secure,
-            grpc_host=grpc_host,
-            grpc_port=grpc_port,
-            grpc_secure=grpc_secure,
-            auth_credentials=Auth.api_key(config.api_key) if config.api_key else None,
-            skip_init_checks=True,  # Skip PyPI version check to avoid unnecessary HTTP requests
-        )
+            if not client.is_ready():
+                raise ConnectionError("Vector database is not ready")
 
-        if not client.is_ready():
-            raise ConnectionError("Vector database is not ready")
-
-        return client
+            _weaviate_client = client
+            return client
 
     def get_type(self) -> str:
         """Returns the vector database type identifier."""

api/pyproject.toml

@@ -87,7 +87,7 @@ dependencies = [
     "flask-restx~=1.3.2",
     "packaging~=23.2",
     "croniter>=6.0.0",
-    "weaviate-client==4.17.0",
+    "weaviate-client==4.20.4",
     "apscheduler>=3.11.0",
     "weave>=0.52.16",
     "fastopenapi[flask]>=0.7.0",
@@ -202,28 +202,28 @@ tools = ["cloudscraper~=1.2.71", "nltk~=3.9.1"]
 ############################################################
 vdb = [
     "alibabacloud_gpdb20160503~=3.8.0",
-    "alibabacloud_tea_openapi~=0.3.9",
+    "alibabacloud_tea_openapi~=0.4.3",
     "chromadb==0.5.20",
-    "clickhouse-connect~=0.10.0",
+    "clickhouse-connect~=0.14.1",
     "clickzetta-connector-python>=0.8.102",
-    "couchbase~=4.3.0",
+    "couchbase~=4.5.0",
     "elasticsearch==8.14.0",
     "opensearch-py==3.1.0",
-    "oracledb==3.3.0",
+    "oracledb==3.4.2",
     "pgvecto-rs[sqlalchemy]~=0.2.1",
-    "pgvector==0.2.5",
-    "pymilvus~=2.5.0",
-    "pymochow==2.2.9",
+    "pgvector==0.4.2",
+    "pymilvus~=2.6.10",
+    "pymochow==2.3.6",
     "pyobvector~=0.2.17",
     "qdrant-client==1.9.0",
     "intersystems-irispython>=5.1.0",
-    "tablestore==6.3.7",
-    "tcvectordb~=1.6.4",
-    "tidb-vector==0.0.9",
-    "upstash-vector==0.6.0",
+    "tablestore==6.4.1",
+    "tcvectordb~=2.0.0",
+    "tidb-vector==0.0.15",
+    "upstash-vector==0.8.0",
     "volcengine-compat~=1.0.0",
-    "weaviate-client==4.17.0",
-    "xinference-client~=1.2.2",
+    "weaviate-client==4.20.4",
+    "xinference-client~=2.3.1",
     "mo-vector~=0.1.13",
     "mysql-connector-python>=9.3.0",
     "holo-search-sdk>=0.4.1",

api/tests/unit_tests/core/rag/datasource/vdb/weaviate/test_weavaite.py

@@ -0,0 +1,33 @@
+from unittest.mock import MagicMock, patch
+
+from core.rag.datasource.vdb.weaviate.weaviate_vector import WeaviateConfig, WeaviateVector
+
+
+def test_init_client_with_valid_config():
+    """Test successful client initialization with valid configuration."""
+    config = WeaviateConfig(
+        endpoint="http://localhost:8080",
+        api_key="WVF5YThaHlkYwhGUSmCRgsX3tD5ngdN8pkih",
+    )
+
+    with patch("weaviate.connect_to_custom") as mock_connect:
+        mock_client = MagicMock()
+        mock_client.is_ready.return_value = True
+        mock_connect.return_value = mock_client
+
+        vector = WeaviateVector(
+            collection_name="test_collection",
+            config=config,
+            attributes=["doc_id"],
+        )
+
+        assert vector._client == mock_client
+        mock_connect.assert_called_once()
+        call_kwargs = mock_connect.call_args[1]
+        assert call_kwargs["http_host"] == "localhost"
+        assert call_kwargs["http_port"] == 8080
+        assert call_kwargs["http_secure"] is False
+        assert call_kwargs["grpc_host"] == "localhost"
+        assert call_kwargs["grpc_port"] == 50051
+        assert call_kwargs["grpc_secure"] is False
+        assert call_kwargs["auth_credentials"] is not None

api/tests/unit_tests/libs/test_rsa.py

@@ -1,13 +1,12 @@
-import rsa as pyrsa
 from Crypto.PublicKey import RSA
 
 from libs import gmpy2_pkcs10aep_cipher
 
 
 def test_gmpy2_pkcs10aep_cipher():
-    rsa_key_pair = pyrsa.newkeys(2048)
-    public_key = rsa_key_pair[0].save_pkcs1()
-    private_key = rsa_key_pair[1].save_pkcs1()
+    rsa_key = RSA.generate(2048)
+    public_key = rsa_key.publickey().export_key(format="PEM")
+    private_key = rsa_key.export_key(format="PEM")
 
     public_rsa_key = RSA.import_key(public_key)
     public_cipher_rsa2 = gmpy2_pkcs10aep_cipher.new(public_rsa_key)

api/uv.lock

@@ -271,16 +271,19 @@ sdist = { url = "https://files.pythonhosted.org/packages/22/8a/ef8ddf5ee0350984c
 
 [[package]]
 name = "alibabacloud-tea-openapi"
-version = "0.3.16"
+version = "0.4.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "alibabacloud-credentials" },
     { name = "alibabacloud-gateway-spi" },
-    { name = "alibabacloud-openapi-util" },
     { name = "alibabacloud-tea-util" },
-    { name = "alibabacloud-tea-xml" },
+    { name = "cryptography" },
+    { name = "darabonba-core" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/91/4f/b5288eea8f4d4b032c9a8f2cd1d926d5017977d10b874956f31e5343f299/alibabacloud_tea_openapi-0.4.3.tar.gz", hash = "sha256:12aef036ed993637b6f141abbd1de9d6199d5516f4a901588bb65d6a3768d41b", size = 21864, upload-time = "2026-01-15T07:55:16.744Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a5/37/48ee5468ecad19c6d44cf3b9629d77078e836ee3ec760f0366247f307b7c/alibabacloud_tea_openapi-0.4.3-py3-none-any.whl", hash = "sha256:d0b3a373b760ef6278b25fc128c73284301e07888977bf97519e7636d47bdf0a", size = 26159, upload-time = "2026-01-15T07:55:15.72Z" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/09/be/f594e79625e5ccfcfe7f12d7d70709a3c59e920878469c998886211c850d/alibabacloud_tea_openapi-0.3.16.tar.gz", hash = "sha256:6bffed8278597592e67860156f424bde4173a6599d7b6039fb640a3612bae292", size = 13087, upload-time = "2025-07-04T09:30:10.689Z" }
 
 [[package]]
 name = "alibabacloud-tea-util"
@@ -1123,7 +1126,7 @@ wheels = [
 
 [[package]]
 name = "clickhouse-connect"
-version = "0.10.0"
+version = "0.14.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "certifi" },
@@ -1132,24 +1135,24 @@ dependencies = [
     { name = "urllib3" },
     { name = "zstandard" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/7b/fd/f8bea1157d40f117248dcaa9abdbf68c729513fcf2098ab5cb4aa58768b8/clickhouse_connect-0.10.0.tar.gz", hash = "sha256:a0256328802c6e5580513e197cef7f9ba49a99fc98e9ba410922873427569564", size = 104753, upload-time = "2025-11-14T20:31:00.947Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/f5/0e/96958db88b6ce6e9d96dc7a836f12c7644934b3a436b04843f19eb8da2db/clickhouse_connect-0.14.1.tar.gz", hash = "sha256:dc107ae9ab7b86409049ae8abe21817543284b438291796d3dd639ad5496a1ab", size = 120093, upload-time = "2026-03-12T15:51:03.606Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/bf/4e/f90caf963d14865c7a3f0e5d80b77e67e0fe0bf39b3de84110707746fa6b/clickhouse_connect-0.10.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:195f1824405501b747b572e1365c6265bb1629eeb712ce91eda91da3c5794879", size = 272911, upload-time = "2025-11-14T20:29:57.129Z" },
-    { url = "https://files.pythonhosted.org/packages/50/c7/e01bd2dd80ea4fbda8968e5022c60091a872fd9de0a123239e23851da231/clickhouse_connect-0.10.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7907624635fe7f28e1b85c7c8b125a72679a63ecdb0b9f4250b704106ef438f8", size = 265938, upload-time = "2025-11-14T20:29:58.443Z" },
-    { url = "https://files.pythonhosted.org/packages/f4/07/8b567b949abca296e118331d13380bbdefa4225d7d1d32233c59d4b4b2e1/clickhouse_connect-0.10.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:60772faa54d56f0fa34650460910752a583f5948f44dddeabfafaecbca21fc54", size = 1113548, upload-time = "2025-11-14T20:29:59.781Z" },
-    { url = "https://files.pythonhosted.org/packages/9c/13/11f2d37fc95e74d7e2d80702cde87666ce372486858599a61f5209e35fc5/clickhouse_connect-0.10.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7fe2a6cd98517330c66afe703fb242c0d3aa2c91f2f7dc9fb97c122c5c60c34b", size = 1135061, upload-time = "2025-11-14T20:30:01.244Z" },
-    { url = "https://files.pythonhosted.org/packages/a0/d0/517181ea80060f84d84cff4d42d330c80c77bb352b728fb1f9681fbad291/clickhouse_connect-0.10.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:a2427d312bc3526520a0be8c648479af3f6353da7a33a62db2368d6203b08efd", size = 1105105, upload-time = "2025-11-14T20:30:02.679Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/b2/4ad93e898562725b58c537cad83ab2694c9b1c1ef37fa6c3f674bdad366a/clickhouse_connect-0.10.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:63bbb5721bfece698e155c01b8fa95ce4377c584f4d04b43f383824e8a8fa129", size = 1150791, upload-time = "2025-11-14T20:30:03.824Z" },
-    { url = "https://files.pythonhosted.org/packages/45/a4/fdfbfacc1fa67b8b1ce980adcf42f9e3202325586822840f04f068aff395/clickhouse_connect-0.10.0-cp311-cp311-win32.whl", hash = "sha256:48554e836c6b56fe0854d9a9f565569010583d4960094d60b68a53f9f83042f0", size = 244014, upload-time = "2025-11-14T20:30:05.157Z" },
-    { url = "https://files.pythonhosted.org/packages/08/50/cf53f33f4546a9ce2ab1b9930db4850aa1ae53bff1e4e4fa97c566cdfa19/clickhouse_connect-0.10.0-cp311-cp311-win_amd64.whl", hash = "sha256:9eb8df083e5fda78ac7249938691c2c369e8578b5df34c709467147e8289f1d9", size = 262356, upload-time = "2025-11-14T20:30:06.478Z" },
-    { url = "https://files.pythonhosted.org/packages/9e/59/fadbbf64f4c6496cd003a0a3c9223772409a86d0eea9d4ff45d2aa88aabf/clickhouse_connect-0.10.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:b090c7d8e602dd084b2795265cd30610461752284763d9ad93a5d619a0e0ff21", size = 276401, upload-time = "2025-11-14T20:30:07.469Z" },
-    { url = "https://files.pythonhosted.org/packages/1c/e3/781f9970f2ef202410f0d64681e42b2aecd0010097481a91e4df186a36c7/clickhouse_connect-0.10.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:b8a708d38b81dcc8c13bb85549c904817e304d2b7f461246fed2945524b7a31b", size = 268193, upload-time = "2025-11-14T20:30:08.503Z" },
-    { url = "https://files.pythonhosted.org/packages/f0/e0/64ab66b38fce762b77b5203a4fcecc603595f2a2361ce1605fc7bb79c835/clickhouse_connect-0.10.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3646fc9184a5469b95cf4a0846e6954e6e9e85666f030a5d2acae58fa8afb37e", size = 1123810, upload-time = "2025-11-14T20:30:09.62Z" },
-    { url = "https://files.pythonhosted.org/packages/f5/03/19121aecf11a30feaf19049be96988131798c54ac6ba646a38e5faecaa0a/clickhouse_connect-0.10.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fe7e6be0f40a8a77a90482944f5cc2aa39084c1570899e8d2d1191f62460365b", size = 1153409, upload-time = "2025-11-14T20:30:10.855Z" },
-    { url = "https://files.pythonhosted.org/packages/ce/ee/63870fd8b666c6030393950ad4ee76b7b69430f5a49a5d3fa32a70b11942/clickhouse_connect-0.10.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:88b4890f13163e163bf6fa61f3a013bb974c95676853b7a4e63061faf33911ac", size = 1104696, upload-time = "2025-11-14T20:30:12.187Z" },
-    { url = "https://files.pythonhosted.org/packages/e9/bc/fcd8da1c4d007ebce088783979c495e3d7360867cfa8c91327ed235778f5/clickhouse_connect-0.10.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:6286832cc79affc6fddfbf5563075effa65f80e7cd1481cf2b771ce317c67d08", size = 1156389, upload-time = "2025-11-14T20:30:13.385Z" },
-    { url = "https://files.pythonhosted.org/packages/4e/33/7cb99cc3fc503c23fd3a365ec862eb79cd81c8dc3037242782d709280fa9/clickhouse_connect-0.10.0-cp312-cp312-win32.whl", hash = "sha256:92b8b6691a92d2613ee35f5759317bd4be7ba66d39bf81c4deed620feb388ca6", size = 243682, upload-time = "2025-11-14T20:30:14.52Z" },
-    { url = "https://files.pythonhosted.org/packages/48/5c/12eee6a1f5ecda2dfc421781fde653c6d6ca6f3080f24547c0af40485a5a/clickhouse_connect-0.10.0-cp312-cp312-win_amd64.whl", hash = "sha256:1159ee2c33e7eca40b53dda917a8b6a2ed889cb4c54f3d83b303b31ddb4f351d", size = 262790, upload-time = "2025-11-14T20:30:15.555Z" },
+    { url = "https://files.pythonhosted.org/packages/66/b0/04bc82ca70d4dcc35987c83e4ef04f6dec3c29d3cce4cda3523ebf4498dc/clickhouse_connect-0.14.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:f2b1d1acb8f64c3cd9d922d9e8c0b6328238c4a38e084598c86cc95a0edbd8bd", size = 278797, upload-time = "2026-03-12T15:49:34.728Z" },
+    { url = "https://files.pythonhosted.org/packages/97/03/f8434ed43946dcab2d8b4ccf8e90b1c6d69abea0fa8b8aaddb1dc9931657/clickhouse_connect-0.14.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:573f3e5a6b49135b711c086050f46510d4738cc09e5a354cc18ef26f8de5cd98", size = 271849, upload-time = "2026-03-12T15:49:35.881Z" },
+    { url = "https://files.pythonhosted.org/packages/a0/db/b3665f4d855c780be8d00638d874fc0d62613d1f1c06ffcad7c11a333f06/clickhouse_connect-0.14.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:86b28932faab182a312779e5c3cf341abe19d31028a399bda9d8b06b3b9adab4", size = 1090975, upload-time = "2026-03-12T15:49:37.064Z" },
+    { url = "https://files.pythonhosted.org/packages/ea/a2/7ba2d9669c5771734573397b034169653cdf3348dc4cc66bd66d8ab18910/clickhouse_connect-0.14.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bfc9650906ff96452c2b5676a7e68e8a77a5642504596f8482e0f3c0ccdffbf1", size = 1095899, upload-time = "2026-03-12T15:49:38.36Z" },
+    { url = "https://files.pythonhosted.org/packages/e2/f4/0394af37b491ca832610f2ca7a129e85d8d857d40c94a42f2c2e6d3d9481/clickhouse_connect-0.14.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:b379749a962599f9d6ec81e773a3b907ac58b001f4a977e4ac397f6a76fedff2", size = 1077567, upload-time = "2026-03-12T15:49:40.027Z" },
+    { url = "https://files.pythonhosted.org/packages/9a/b8/9279a88afac94c262b55cc75aadc6a3e83f7fa1641e618f9060d9d38415f/clickhouse_connect-0.14.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:43ccb5debd13d41b97af81940c0cac01e92d39f17131d984591bedee13439a5d", size = 1100264, upload-time = "2026-03-12T15:49:41.414Z" },
+    { url = "https://files.pythonhosted.org/packages/19/36/20e19ab392c211b83c967e275eb46f663853e0b8ce4da89056fda8a35fc6/clickhouse_connect-0.14.1-cp311-cp311-win32.whl", hash = "sha256:13cbe46c04be8e49da4f6aed698f2570a5295d15f498dd5511b4f761d1ef0edc", size = 250488, upload-time = "2026-03-12T15:49:42.649Z" },
+    { url = "https://files.pythonhosted.org/packages/9d/3b/74a07e692a21cad4692e72595cdefbd709bd74a9f778c7334d57a98ee548/clickhouse_connect-0.14.1-cp311-cp311-win_amd64.whl", hash = "sha256:7038cf547c542a17a465e062cd837659f46f99c991efcb010a9ea08ce70960ab", size = 268730, upload-time = "2026-03-12T15:49:44.225Z" },
+    { url = "https://files.pythonhosted.org/packages/58/9e/d84a14241967b3aa1e657bbbee83e2eee02d3d6df1ebe8edd4ed72cd8643/clickhouse_connect-0.14.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:97665169090889a8bc4dbae4a5fc758b91a23e49a8f8ddc1ae993f18f6d71e02", size = 280679, upload-time = "2026-03-12T15:49:45.497Z" },
+    { url = "https://files.pythonhosted.org/packages/d8/29/80835a980be6298a7a2ae42d5a14aab0c9c066ecafe1763bc1958a6f6f0f/clickhouse_connect-0.14.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:3ee6b513ca7d83e0f7b46d87bc2e48260316431cb466680e3540400379bcd1db", size = 271570, upload-time = "2026-03-12T15:49:46.721Z" },
+    { url = "https://files.pythonhosted.org/packages/8b/bf/25c17cb91d72143742d2b060c6954e8000a7753c1fd21f7bf8b49ef2bd89/clickhouse_connect-0.14.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2a0e8a3f46aba99f1c574927d196e12f1ee689e31c41bf0caec86ad3e181abf3", size = 1115637, upload-time = "2026-03-12T15:49:47.921Z" },
+    { url = "https://files.pythonhosted.org/packages/2d/5f/5d5df3585d98889aedc55c9eeb2ea90dba27ec4329eee392101619daf0c0/clickhouse_connect-0.14.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:25698cddcdd6c2e4ea12dc5c56d6035d77fc99c5d75e96a54123826c36fdd8ae", size = 1131995, upload-time = "2026-03-12T15:49:49.791Z" },
+    { url = "https://files.pythonhosted.org/packages/ad/50/acc9f4c6a1d712f2ed11626f8451eff222e841cf0809655362f0e90454b6/clickhouse_connect-0.14.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:29ab49e5cac44b830b58de73d17a7d895f6c362bf67a50134ff405b428774f44", size = 1095380, upload-time = "2026-03-12T15:49:51.388Z" },
+    { url = "https://files.pythonhosted.org/packages/08/18/1ef01beee93d243ec9d9c37f0ce62b3083478a5dd7f59cc13279600cd3a5/clickhouse_connect-0.14.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:3cbf7d7a134692bacd68dd5f8661e87f5db94af60db9f3a74bd732596794910a", size = 1127217, upload-time = "2026-03-12T15:49:53.016Z" },
+    { url = "https://files.pythonhosted.org/packages/18/e2/b4daee8287dc49eb9918c77b1e57f5644e47008f719b77281bf5fca63f6e/clickhouse_connect-0.14.1-cp312-cp312-win32.whl", hash = "sha256:6f295b66f3e2ed931dd0d3bb80e00ee94c6f4a584b2dc6d998872b2e0ceaa706", size = 250775, upload-time = "2026-03-12T15:49:54.639Z" },
+    { url = "https://files.pythonhosted.org/packages/01/c7/7b55d346952fcd8f0f491faca4449f607a04764fd23cada846dc93facb9e/clickhouse_connect-0.14.1-cp312-cp312-win_amd64.whl", hash = "sha256:c6bb2cce37041c90f8a3b1b380665acbaf252f125e401c13ce8f8df105378f69", size = 269353, upload-time = "2026-03-12T15:49:55.854Z" },
 ]
 
 [[package]]
@@ -1255,22 +1258,22 @@ wheels = [
 
 [[package]]
 name = "couchbase"
-version = "4.3.6"
+version = "4.5.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/2f/70/7cf92b2443330e7a4b626a02fe15fbeb1531337d75e6ae6393294e960d18/couchbase-4.3.6.tar.gz", hash = "sha256:d58c5ccdad5d85fc026f328bf4190c4fc0041fdbe68ad900fb32fc5497c3f061", size = 6517695, upload-time = "2025-05-15T17:21:38.157Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/73/2f/8f92e743a91c2f4e2ebad0bcfc31ef386c817c64415d89bf44e64dde227a/couchbase-4.5.0.tar.gz", hash = "sha256:fb74386ea5e807ae12cfa294fa6740fe6be3ecaf3bb9ce4fb9ea73706ed05982", size = 6562752, upload-time = "2025-09-30T01:27:37.423Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f3/0a/eae21d3a9331f7c93e8483f686e1bcb9e3b48f2ce98193beb0637a620926/couchbase-4.3.6-cp311-cp311-macosx_10_15_x86_64.whl", hash = "sha256:4c10fd26271c5630196b9bcc0dd7e17a45fa9c7e46ed5756e5690d125423160c", size = 4775710, upload-time = "2025-05-15T17:20:29.388Z" },
-    { url = "https://files.pythonhosted.org/packages/f6/98/0ca042a42f5807bbf8050f52fff39ebceebc7bea7e5897907758f3e1ad39/couchbase-4.3.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:811eee7a6013cea7b15a718e201ee1188df162c656d27c7882b618ab57a08f3a", size = 4020743, upload-time = "2025-05-15T17:20:31.515Z" },
-    { url = "https://files.pythonhosted.org/packages/f8/0f/c91407cb082d2322217e8f7ca4abb8eda016a81a4db5a74b7ac6b737597d/couchbase-4.3.6-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:2fc177e0161beb1e6e8c4b9561efcb97c51aed55a77ee11836ca194d33ae22b7", size = 4796091, upload-time = "2025-05-15T17:20:33.818Z" },
-    { url = "https://files.pythonhosted.org/packages/8c/02/5567b660543828bdbbc68dcae080e388cb0be391aa8a97cce9d8c8a6c147/couchbase-4.3.6-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:02afb1c1edd6b215f702510412b5177ed609df8135930c23789bbc5901dd1b45", size = 5015684, upload-time = "2025-05-15T17:20:36.364Z" },
-    { url = "https://files.pythonhosted.org/packages/dc/d1/767908826d5bdd258addab26d7f1d21bc42bafbf5f30d1b556ace06295af/couchbase-4.3.6-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:594e9eb17bb76ba8e10eeee17a16aef897dd90d33c6771cf2b5b4091da415b32", size = 5673513, upload-time = "2025-05-15T17:20:38.972Z" },
-    { url = "https://files.pythonhosted.org/packages/f2/25/39ecde0a06692abce8bb0df4f15542933f05883647a1a57cdc7bbed9c77c/couchbase-4.3.6-cp311-cp311-win_amd64.whl", hash = "sha256:db22c56e38b8313f65807aa48309c8b8c7c44d5517b9ff1d8b4404d4740ec286", size = 4010728, upload-time = "2025-05-15T17:20:43.286Z" },
-    { url = "https://files.pythonhosted.org/packages/b1/55/c12b8f626de71363fbe30578f4a0de1b8bb41afbe7646ff8538c3b38ce2a/couchbase-4.3.6-cp312-cp312-macosx_10_15_x86_64.whl", hash = "sha256:a2ae13432b859f513485d4cee691e1e4fce4af23ed4218b9355874b146343f8c", size = 4693517, upload-time = "2025-05-15T17:20:45.433Z" },
-    { url = "https://files.pythonhosted.org/packages/a1/aa/2184934d283d99b34a004f577bf724d918278a2962781ca5690d4fa4b6c6/couchbase-4.3.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:4ea5ca7e34b5d023c8bab406211ab5d71e74a976ba25fa693b4f8e6c74f85aa2", size = 4022393, upload-time = "2025-05-15T17:20:47.442Z" },
-    { url = "https://files.pythonhosted.org/packages/80/29/ba6d3b205a51c04c270c1b56ea31da678b7edc565b35a34237ec2cfc708d/couchbase-4.3.6-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:6eaca0a71fd8f9af4344b7d6474d7b74d1784ae9a658f6bc3751df5f9a4185ae", size = 4798396, upload-time = "2025-05-15T17:20:49.473Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/94/d7d791808bd9064c01f965015ff40ee76e6bac10eaf2c73308023b9bdedf/couchbase-4.3.6-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:0470378b986f69368caed6d668ac6530e635b0c1abaef3d3f524cfac0dacd878", size = 5018099, upload-time = "2025-05-15T17:20:52.541Z" },
-    { url = "https://files.pythonhosted.org/packages/a6/04/cec160f9f4b862788e2a0167616472a5695b2f569bd62204938ab674835d/couchbase-4.3.6-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:374ce392558f1688ac073aa0b15c256b1a441201d965811fd862357ff05d27a9", size = 5672633, upload-time = "2025-05-15T17:20:55.994Z" },
-    { url = "https://files.pythonhosted.org/packages/1b/a2/1da2ab45412b9414e2c6a578e0e7a24f29b9261ef7de11707c2fc98045b8/couchbase-4.3.6-cp312-cp312-win_amd64.whl", hash = "sha256:cd734333de34d8594504c163bb6c47aea9cc1f2cefdf8e91875dd9bf14e61e29", size = 4013298, upload-time = "2025-05-15T17:20:59.533Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/a7/ba28fcab4f211e570582990d9592d8a57566158a0712fbc9d0d9ac486c2a/couchbase-4.5.0-cp311-cp311-macosx_10_15_x86_64.whl", hash = "sha256:3d3258802baa87d9ffeccbb2b31dcabe2a4ef27c9be81e0d3d710fd7436da24a", size = 5037084, upload-time = "2025-09-30T01:25:16.748Z" },
+    { url = "https://files.pythonhosted.org/packages/85/38/f26912b56a41f22ab9606304014ef1435fc4bef76144382f91c1a4ce1d4c/couchbase-4.5.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:18b47f1f3a2007f88203f611570d96e62bb1fb9568dec0483a292a5e87f6d1df", size = 4323514, upload-time = "2025-09-30T01:25:22.628Z" },
+    { url = "https://files.pythonhosted.org/packages/35/a6/5ef140f8681a2488ed6eb2a2bc9fc918b6f11e9f71bbad75e4de73b8dbf3/couchbase-4.5.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:9c2a16830db9437aae92e31f9ceda6c7b70707e316152fc99552b866b09a1967", size = 5181111, upload-time = "2025-09-30T01:25:30.538Z" },
+    { url = "https://files.pythonhosted.org/packages/7b/2e/1f0f06e920dbae07c3d8af6b2af3d5213e43d3825e0931c19564fe4d5c1b/couchbase-4.5.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4a86774680e46488a7955c6eae8fba5200a1fd5f9de9ac0a34acb6c87dc2b513", size = 5442969, upload-time = "2025-09-30T01:25:37.976Z" },
+    { url = "https://files.pythonhosted.org/packages/9a/2e/6ece47df4d987dbeaae3fdcf7aa4d6a8154c949c28e925f01074dfd0b8b8/couchbase-4.5.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:b68dae005ab4c157930c76a3116e478df25aa1af00fa10cc1cc755df1831ad59", size = 6108562, upload-time = "2025-09-30T01:25:45.674Z" },
+    { url = "https://files.pythonhosted.org/packages/be/a7/2f84a1d117cf70ad30e8b08ae9b1c4a03c65146bab030ed6eb84f454045b/couchbase-4.5.0-cp311-cp311-win_amd64.whl", hash = "sha256:cbc50956fb68d42929d21d969f4512b38798259ae48c47cbf6d676cc3a01b058", size = 4269303, upload-time = "2025-09-30T01:25:49.341Z" },
+    { url = "https://files.pythonhosted.org/packages/2f/bc/3b00403edd8b188a93f48b8231dbf7faf7b40d318d3e73bb0e68c4965bbd/couchbase-4.5.0-cp312-cp312-macosx_10_15_x86_64.whl", hash = "sha256:be1ac2bf7cbccf28eebd7fa8b1d7199fbe84c96b0f7f2c0d69963b1d6ce53985", size = 5128307, upload-time = "2025-09-30T01:25:53.615Z" },
+    { url = "https://files.pythonhosted.org/packages/7f/52/2ccfa8c8650cc341813713a47eeeb8ad13a25e25b0f4747d224106602a24/couchbase-4.5.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:035c394d38297c484bd57fc92b27f6a571a36ab5675b4ec873fd15bf65e8f28e", size = 4326149, upload-time = "2025-09-30T01:25:57.524Z" },
+    { url = "https://files.pythonhosted.org/packages/32/80/fe3f074f321474c824ec67b97c5c4aa99047d45c777bb29353f9397c6604/couchbase-4.5.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:117685f6827abbc332e151625b0a9890c2fafe0d3c3d9e564b903d5c411abe5d", size = 5184623, upload-time = "2025-09-30T01:26:02.166Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/e5/86381f49e4cf1c6db23c397b6a32b532cd4df7b9975b0cd2da3db2ffe269/couchbase-4.5.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:632a918f81a7373832991b79b6ab429e56ef4ff68dfb3517af03f0e2be7e3e4f", size = 5446579, upload-time = "2025-09-30T01:26:09.39Z" },
+    { url = "https://files.pythonhosted.org/packages/c8/85/a68d04233a279e419062ceb1c6866b61852c016d1854cd09cde7f00bc53c/couchbase-4.5.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:67fc0fd1a4535b5be093f834116a70fb6609085399e6b63539241b919da737b7", size = 6104619, upload-time = "2025-09-30T01:26:15.525Z" },
+    { url = "https://files.pythonhosted.org/packages/56/8c/0511bac5dd2d998aeabcfba6a2804ecd9eb3d83f9d21cc3293a56fbc70a8/couchbase-4.5.0-cp312-cp312-win_amd64.whl", hash = "sha256:02199b4528f3106c231c00aaf85b7cc6723accbc654b903bb2027f78a04d12f4", size = 4274424, upload-time = "2025-09-30T01:26:21.484Z" },
 ]
 
 [[package]]
@@ -1369,47 +1372,43 @@ wheels = [
 
 [[package]]
 name = "cryptography"
-version = "46.0.5"
+version = "44.0.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cffi", marker = "platform_python_implementation != 'PyPy'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/60/04/ee2a9e8542e4fa2773b81771ff8349ff19cdd56b7258a0cc442639052edb/cryptography-46.0.5.tar.gz", hash = "sha256:abace499247268e3757271b2f1e244b36b06f8515cf27c4d49468fc9eb16e93d", size = 750064, upload-time = "2026-02-10T19:18:38.255Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/53/d6/1411ab4d6108ab167d06254c5be517681f1e331f90edf1379895bcb87020/cryptography-44.0.3.tar.gz", hash = "sha256:fe19d8bc5536a91a24a8133328880a41831b6c5df54599a8417b62fe015d3053", size = 711096, upload-time = "2025-05-02T19:36:04.667Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f7/81/b0bb27f2ba931a65409c6b8a8b358a7f03c0e46eceacddff55f7c84b1f3b/cryptography-46.0.5-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:351695ada9ea9618b3500b490ad54c739860883df6c1f555e088eaf25b1bbaad", size = 7176289, upload-time = "2026-02-10T19:17:08.274Z" },
-    { url = "https://files.pythonhosted.org/packages/ff/9e/6b4397a3e3d15123de3b1806ef342522393d50736c13b20ec4c9ea6693a6/cryptography-46.0.5-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:c18ff11e86df2e28854939acde2d003f7984f721eba450b56a200ad90eeb0e6b", size = 4275637, upload-time = "2026-02-10T19:17:10.53Z" },
-    { url = "https://files.pythonhosted.org/packages/63/e7/471ab61099a3920b0c77852ea3f0ea611c9702f651600397ac567848b897/cryptography-46.0.5-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4d7e3d356b8cd4ea5aff04f129d5f66ebdc7b6f8eae802b93739ed520c47c79b", size = 4424742, upload-time = "2026-02-10T19:17:12.388Z" },
-    { url = "https://files.pythonhosted.org/packages/37/53/a18500f270342d66bf7e4d9f091114e31e5ee9e7375a5aba2e85a91e0044/cryptography-46.0.5-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:50bfb6925eff619c9c023b967d5b77a54e04256c4281b0e21336a130cd7fc263", size = 4277528, upload-time = "2026-02-10T19:17:13.853Z" },
-    { url = "https://files.pythonhosted.org/packages/22/29/c2e812ebc38c57b40e7c583895e73c8c5adb4d1e4a0cc4c5a4fdab2b1acc/cryptography-46.0.5-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:803812e111e75d1aa73690d2facc295eaefd4439be1023fefc4995eaea2af90d", size = 4947993, upload-time = "2026-02-10T19:17:15.618Z" },
-    { url = "https://files.pythonhosted.org/packages/6b/e7/237155ae19a9023de7e30ec64e5d99a9431a567407ac21170a046d22a5a3/cryptography-46.0.5-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:3ee190460e2fbe447175cda91b88b84ae8322a104fc27766ad09428754a618ed", size = 4456855, upload-time = "2026-02-10T19:17:17.221Z" },
-    { url = "https://files.pythonhosted.org/packages/2d/87/fc628a7ad85b81206738abbd213b07702bcbdada1dd43f72236ef3cffbb5/cryptography-46.0.5-cp311-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:f145bba11b878005c496e93e257c1e88f154d278d2638e6450d17e0f31e558d2", size = 3984635, upload-time = "2026-02-10T19:17:18.792Z" },
-    { url = "https://files.pythonhosted.org/packages/84/29/65b55622bde135aedf4565dc509d99b560ee4095e56989e815f8fd2aa910/cryptography-46.0.5-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:e9251e3be159d1020c4030bd2e5f84d6a43fe54b6c19c12f51cde9542a2817b2", size = 4277038, upload-time = "2026-02-10T19:17:20.256Z" },
-    { url = "https://files.pythonhosted.org/packages/bc/36/45e76c68d7311432741faf1fbf7fac8a196a0a735ca21f504c75d37e2558/cryptography-46.0.5-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:47fb8a66058b80e509c47118ef8a75d14c455e81ac369050f20ba0d23e77fee0", size = 4912181, upload-time = "2026-02-10T19:17:21.825Z" },
-    { url = "https://files.pythonhosted.org/packages/6d/1a/c1ba8fead184d6e3d5afcf03d569acac5ad063f3ac9fb7258af158f7e378/cryptography-46.0.5-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:4c3341037c136030cb46e4b1e17b7418ea4cbd9dd207e4a6f3b2b24e0d4ac731", size = 4456482, upload-time = "2026-02-10T19:17:25.133Z" },
-    { url = "https://files.pythonhosted.org/packages/f9/e5/3fb22e37f66827ced3b902cf895e6a6bc1d095b5b26be26bd13c441fdf19/cryptography-46.0.5-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:890bcb4abd5a2d3f852196437129eb3667d62630333aacc13dfd470fad3aaa82", size = 4405497, upload-time = "2026-02-10T19:17:26.66Z" },
-    { url = "https://files.pythonhosted.org/packages/1a/df/9d58bb32b1121a8a2f27383fabae4d63080c7ca60b9b5c88be742be04ee7/cryptography-46.0.5-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:80a8d7bfdf38f87ca30a5391c0c9ce4ed2926918e017c29ddf643d0ed2778ea1", size = 4667819, upload-time = "2026-02-10T19:17:28.569Z" },
-    { url = "https://files.pythonhosted.org/packages/ea/ed/325d2a490c5e94038cdb0117da9397ece1f11201f425c4e9c57fe5b9f08b/cryptography-46.0.5-cp311-abi3-win32.whl", hash = "sha256:60ee7e19e95104d4c03871d7d7dfb3d22ef8a9b9c6778c94e1c8fcc8365afd48", size = 3028230, upload-time = "2026-02-10T19:17:30.518Z" },
-    { url = "https://files.pythonhosted.org/packages/e9/5a/ac0f49e48063ab4255d9e3b79f5def51697fce1a95ea1370f03dc9db76f6/cryptography-46.0.5-cp311-abi3-win_amd64.whl", hash = "sha256:38946c54b16c885c72c4f59846be9743d699eee2b69b6988e0a00a01f46a61a4", size = 3480909, upload-time = "2026-02-10T19:17:32.083Z" },
-    { url = "https://files.pythonhosted.org/packages/e2/fa/a66aa722105ad6a458bebd64086ca2b72cdd361fed31763d20390f6f1389/cryptography-46.0.5-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:4108d4c09fbbf2789d0c926eb4152ae1760d5a2d97612b92d508d96c861e4d31", size = 7170514, upload-time = "2026-02-10T19:17:56.267Z" },
-    { url = "https://files.pythonhosted.org/packages/0f/04/c85bdeab78c8bc77b701bf0d9bdcf514c044e18a46dcff330df5448631b0/cryptography-46.0.5-cp38-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:7d1f30a86d2757199cb2d56e48cce14deddf1f9c95f1ef1b64ee91ea43fe2e18", size = 4275349, upload-time = "2026-02-10T19:17:58.419Z" },
-    { url = "https://files.pythonhosted.org/packages/5c/32/9b87132a2f91ee7f5223b091dc963055503e9b442c98fc0b8a5ca765fab0/cryptography-46.0.5-cp38-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:039917b0dc418bb9f6edce8a906572d69e74bd330b0b3fea4f79dab7f8ddd235", size = 4420667, upload-time = "2026-02-10T19:18:00.619Z" },
-    { url = "https://files.pythonhosted.org/packages/a1/a6/a7cb7010bec4b7c5692ca6f024150371b295ee1c108bdc1c400e4c44562b/cryptography-46.0.5-cp38-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:ba2a27ff02f48193fc4daeadf8ad2590516fa3d0adeeb34336b96f7fa64c1e3a", size = 4276980, upload-time = "2026-02-10T19:18:02.379Z" },
-    { url = "https://files.pythonhosted.org/packages/8e/7c/c4f45e0eeff9b91e3f12dbd0e165fcf2a38847288fcfd889deea99fb7b6d/cryptography-46.0.5-cp38-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:61aa400dce22cb001a98014f647dc21cda08f7915ceb95df0c9eaf84b4b6af76", size = 4939143, upload-time = "2026-02-10T19:18:03.964Z" },
-    { url = "https://files.pythonhosted.org/packages/37/19/e1b8f964a834eddb44fa1b9a9976f4e414cbb7aa62809b6760c8803d22d1/cryptography-46.0.5-cp38-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:3ce58ba46e1bc2aac4f7d9290223cead56743fa6ab94a5d53292ffaac6a91614", size = 4453674, upload-time = "2026-02-10T19:18:05.588Z" },
-    { url = "https://files.pythonhosted.org/packages/db/ed/db15d3956f65264ca204625597c410d420e26530c4e2943e05a0d2f24d51/cryptography-46.0.5-cp38-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:420d0e909050490d04359e7fdb5ed7e667ca5c3c402b809ae2563d7e66a92229", size = 3978801, upload-time = "2026-02-10T19:18:07.167Z" },
-    { url = "https://files.pythonhosted.org/packages/41/e2/df40a31d82df0a70a0daf69791f91dbb70e47644c58581d654879b382d11/cryptography-46.0.5-cp38-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:582f5fcd2afa31622f317f80426a027f30dc792e9c80ffee87b993200ea115f1", size = 4276755, upload-time = "2026-02-10T19:18:09.813Z" },
-    { url = "https://files.pythonhosted.org/packages/33/45/726809d1176959f4a896b86907b98ff4391a8aa29c0aaaf9450a8a10630e/cryptography-46.0.5-cp38-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:bfd56bb4b37ed4f330b82402f6f435845a5f5648edf1ad497da51a8452d5d62d", size = 4901539, upload-time = "2026-02-10T19:18:11.263Z" },
-    { url = "https://files.pythonhosted.org/packages/99/0f/a3076874e9c88ecb2ecc31382f6e7c21b428ede6f55aafa1aa272613e3cd/cryptography-46.0.5-cp38-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:a3d507bb6a513ca96ba84443226af944b0f7f47dcc9a399d110cd6146481d24c", size = 4452794, upload-time = "2026-02-10T19:18:12.914Z" },
-    { url = "https://files.pythonhosted.org/packages/02/ef/ffeb542d3683d24194a38f66ca17c0a4b8bf10631feef44a7ef64e631b1a/cryptography-46.0.5-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:9f16fbdf4da055efb21c22d81b89f155f02ba420558db21288b3d0035bafd5f4", size = 4404160, upload-time = "2026-02-10T19:18:14.375Z" },
-    { url = "https://files.pythonhosted.org/packages/96/93/682d2b43c1d5f1406ed048f377c0fc9fc8f7b0447a478d5c65ab3d3a66eb/cryptography-46.0.5-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:ced80795227d70549a411a4ab66e8ce307899fad2220ce5ab2f296e687eacde9", size = 4667123, upload-time = "2026-02-10T19:18:15.886Z" },
-    { url = "https://files.pythonhosted.org/packages/45/2d/9c5f2926cb5300a8eefc3f4f0b3f3df39db7f7ce40c8365444c49363cbda/cryptography-46.0.5-cp38-abi3-win32.whl", hash = "sha256:02f547fce831f5096c9a567fd41bc12ca8f11df260959ecc7c3202555cc47a72", size = 3010220, upload-time = "2026-02-10T19:18:17.361Z" },
-    { url = "https://files.pythonhosted.org/packages/48/ef/0c2f4a8e31018a986949d34a01115dd057bf536905dca38897bacd21fac3/cryptography-46.0.5-cp38-abi3-win_amd64.whl", hash = "sha256:556e106ee01aa13484ce9b0239bca667be5004efb0aabbed28d353df86445595", size = 3467050, upload-time = "2026-02-10T19:18:18.899Z" },
-    { url = "https://files.pythonhosted.org/packages/eb/dd/2d9fdb07cebdf3d51179730afb7d5e576153c6744c3ff8fded23030c204e/cryptography-46.0.5-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:3b4995dc971c9fb83c25aa44cf45f02ba86f71ee600d81091c2f0cbae116b06c", size = 3476964, upload-time = "2026-02-10T19:18:20.687Z" },
-    { url = "https://files.pythonhosted.org/packages/e9/6f/6cc6cc9955caa6eaf83660b0da2b077c7fe8ff9950a3c5e45d605038d439/cryptography-46.0.5-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:bc84e875994c3b445871ea7181d424588171efec3e185dced958dad9e001950a", size = 4218321, upload-time = "2026-02-10T19:18:22.349Z" },
-    { url = "https://files.pythonhosted.org/packages/3e/5d/c4da701939eeee699566a6c1367427ab91a8b7088cc2328c09dbee940415/cryptography-46.0.5-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:2ae6971afd6246710480e3f15824ed3029a60fc16991db250034efd0b9fb4356", size = 4381786, upload-time = "2026-02-10T19:18:24.529Z" },
-    { url = "https://files.pythonhosted.org/packages/ac/97/a538654732974a94ff96c1db621fa464f455c02d4bb7d2652f4edc21d600/cryptography-46.0.5-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:d861ee9e76ace6cf36a6a89b959ec08e7bc2493ee39d07ffe5acb23ef46d27da", size = 4217990, upload-time = "2026-02-10T19:18:25.957Z" },
-    { url = "https://files.pythonhosted.org/packages/ae/11/7e500d2dd3ba891197b9efd2da5454b74336d64a7cc419aa7327ab74e5f6/cryptography-46.0.5-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:2b7a67c9cd56372f3249b39699f2ad479f6991e62ea15800973b956f4b73e257", size = 4381252, upload-time = "2026-02-10T19:18:27.496Z" },
-    { url = "https://files.pythonhosted.org/packages/bc/58/6b3d24e6b9bc474a2dcdee65dfd1f008867015408a271562e4b690561a4d/cryptography-46.0.5-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:8456928655f856c6e1533ff59d5be76578a7157224dbd9ce6872f25055ab9ab7", size = 3407605, upload-time = "2026-02-10T19:18:29.233Z" },
+    { url = "https://files.pythonhosted.org/packages/08/53/c776d80e9d26441bb3868457909b4e74dd9ccabd182e10b2b0ae7a07e265/cryptography-44.0.3-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:962bc30480a08d133e631e8dfd4783ab71cc9e33d5d7c1e192f0b7c06397bb88", size = 6670281, upload-time = "2025-05-02T19:34:50.665Z" },
+    { url = "https://files.pythonhosted.org/packages/6a/06/af2cf8d56ef87c77319e9086601bef621bedf40f6f59069e1b6d1ec498c5/cryptography-44.0.3-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4ffc61e8f3bf5b60346d89cd3d37231019c17a081208dfbbd6e1605ba03fa137", size = 3959305, upload-time = "2025-05-02T19:34:53.042Z" },
+    { url = "https://files.pythonhosted.org/packages/ae/01/80de3bec64627207d030f47bf3536889efee8913cd363e78ca9a09b13c8e/cryptography-44.0.3-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:58968d331425a6f9eedcee087f77fd3c927c88f55368f43ff7e0a19891f2642c", size = 4171040, upload-time = "2025-05-02T19:34:54.675Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/48/bb16b7541d207a19d9ae8b541c70037a05e473ddc72ccb1386524d4f023c/cryptography-44.0.3-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:e28d62e59a4dbd1d22e747f57d4f00c459af22181f0b2f787ea83f5a876d7c76", size = 3963411, upload-time = "2025-05-02T19:34:56.61Z" },
+    { url = "https://files.pythonhosted.org/packages/42/b2/7d31f2af5591d217d71d37d044ef5412945a8a8e98d5a2a8ae4fd9cd4489/cryptography-44.0.3-cp37-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:af653022a0c25ef2e3ffb2c673a50e5a0d02fecc41608f4954176f1933b12359", size = 3689263, upload-time = "2025-05-02T19:34:58.591Z" },
+    { url = "https://files.pythonhosted.org/packages/25/50/c0dfb9d87ae88ccc01aad8eb93e23cfbcea6a6a106a9b63a7b14c1f93c75/cryptography-44.0.3-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:157f1f3b8d941c2bd8f3ffee0af9b049c9665c39d3da9db2dc338feca5e98a43", size = 4196198, upload-time = "2025-05-02T19:35:00.988Z" },
+    { url = "https://files.pythonhosted.org/packages/66/c9/55c6b8794a74da652690c898cb43906310a3e4e4f6ee0b5f8b3b3e70c441/cryptography-44.0.3-cp37-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:c6cd67722619e4d55fdb42ead64ed8843d64638e9c07f4011163e46bc512cf01", size = 3966502, upload-time = "2025-05-02T19:35:03.091Z" },
+    { url = "https://files.pythonhosted.org/packages/b6/f7/7cb5488c682ca59a02a32ec5f975074084db4c983f849d47b7b67cc8697a/cryptography-44.0.3-cp37-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:b424563394c369a804ecbee9b06dfb34997f19d00b3518e39f83a5642618397d", size = 4196173, upload-time = "2025-05-02T19:35:05.018Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/0b/2f789a8403ae089b0b121f8f54f4a3e5228df756e2146efdf4a09a3d5083/cryptography-44.0.3-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:c91fc8e8fd78af553f98bc7f2a1d8db977334e4eea302a4bfd75b9461c2d8904", size = 4087713, upload-time = "2025-05-02T19:35:07.187Z" },
+    { url = "https://files.pythonhosted.org/packages/1d/aa/330c13655f1af398fc154089295cf259252f0ba5df93b4bc9d9c7d7f843e/cryptography-44.0.3-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:25cd194c39fa5a0aa4169125ee27d1172097857b27109a45fadc59653ec06f44", size = 4299064, upload-time = "2025-05-02T19:35:08.879Z" },
+    { url = "https://files.pythonhosted.org/packages/10/a8/8c540a421b44fd267a7d58a1fd5f072a552d72204a3f08194f98889de76d/cryptography-44.0.3-cp37-abi3-win32.whl", hash = "sha256:3be3f649d91cb182c3a6bd336de8b61a0a71965bd13d1a04a0e15b39c3d5809d", size = 2773887, upload-time = "2025-05-02T19:35:10.41Z" },
+    { url = "https://files.pythonhosted.org/packages/b9/0d/c4b1657c39ead18d76bbd122da86bd95bdc4095413460d09544000a17d56/cryptography-44.0.3-cp37-abi3-win_amd64.whl", hash = "sha256:3883076d5c4cc56dbef0b898a74eb6992fdac29a7b9013870b34efe4ddb39a0d", size = 3209737, upload-time = "2025-05-02T19:35:12.12Z" },
+    { url = "https://files.pythonhosted.org/packages/34/a3/ad08e0bcc34ad436013458d7528e83ac29910943cea42ad7dd4141a27bbb/cryptography-44.0.3-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:5639c2b16764c6f76eedf722dbad9a0914960d3489c0cc38694ddf9464f1bb2f", size = 6673501, upload-time = "2025-05-02T19:35:13.775Z" },
+    { url = "https://files.pythonhosted.org/packages/b1/f0/7491d44bba8d28b464a5bc8cc709f25a51e3eac54c0a4444cf2473a57c37/cryptography-44.0.3-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f3ffef566ac88f75967d7abd852ed5f182da252d23fac11b4766da3957766759", size = 3960307, upload-time = "2025-05-02T19:35:15.917Z" },
+    { url = "https://files.pythonhosted.org/packages/f7/c8/e5c5d0e1364d3346a5747cdcd7ecbb23ca87e6dea4f942a44e88be349f06/cryptography-44.0.3-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:192ed30fac1728f7587c6f4613c29c584abdc565d7417c13904708db10206645", size = 4170876, upload-time = "2025-05-02T19:35:18.138Z" },
+    { url = "https://files.pythonhosted.org/packages/73/96/025cb26fc351d8c7d3a1c44e20cf9a01e9f7cf740353c9c7a17072e4b264/cryptography-44.0.3-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:7d5fe7195c27c32a64955740b949070f21cba664604291c298518d2e255931d2", size = 3964127, upload-time = "2025-05-02T19:35:19.864Z" },
+    { url = "https://files.pythonhosted.org/packages/01/44/eb6522db7d9f84e8833ba3bf63313f8e257729cf3a8917379473fcfd6601/cryptography-44.0.3-cp39-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:3f07943aa4d7dad689e3bb1638ddc4944cc5e0921e3c227486daae0e31a05e54", size = 3689164, upload-time = "2025-05-02T19:35:21.449Z" },
+    { url = "https://files.pythonhosted.org/packages/68/fb/d61a4defd0d6cee20b1b8a1ea8f5e25007e26aeb413ca53835f0cae2bcd1/cryptography-44.0.3-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:cb90f60e03d563ca2445099edf605c16ed1d5b15182d21831f58460c48bffb93", size = 4198081, upload-time = "2025-05-02T19:35:23.187Z" },
+    { url = "https://files.pythonhosted.org/packages/1b/50/457f6911d36432a8811c3ab8bd5a6090e8d18ce655c22820994913dd06ea/cryptography-44.0.3-cp39-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:ab0b005721cc0039e885ac3503825661bd9810b15d4f374e473f8c89b7d5460c", size = 3967716, upload-time = "2025-05-02T19:35:25.426Z" },
+    { url = "https://files.pythonhosted.org/packages/35/6e/dca39d553075980ccb631955c47b93d87d27f3596da8d48b1ae81463d915/cryptography-44.0.3-cp39-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:3bb0847e6363c037df8f6ede57d88eaf3410ca2267fb12275370a76f85786a6f", size = 4197398, upload-time = "2025-05-02T19:35:27.678Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/9d/d1f2fe681eabc682067c66a74addd46c887ebacf39038ba01f8860338d3d/cryptography-44.0.3-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:b0cc66c74c797e1db750aaa842ad5b8b78e14805a9b5d1348dc603612d3e3ff5", size = 4087900, upload-time = "2025-05-02T19:35:29.312Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/f5/3599e48c5464580b73b236aafb20973b953cd2e7b44c7c2533de1d888446/cryptography-44.0.3-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:6866df152b581f9429020320e5eb9794c8780e90f7ccb021940d7f50ee00ae0b", size = 4301067, upload-time = "2025-05-02T19:35:31.547Z" },
+    { url = "https://files.pythonhosted.org/packages/a7/6c/d2c48c8137eb39d0c193274db5c04a75dab20d2f7c3f81a7dcc3a8897701/cryptography-44.0.3-cp39-abi3-win32.whl", hash = "sha256:c138abae3a12a94c75c10499f1cbae81294a6f983b3af066390adee73f433028", size = 2775467, upload-time = "2025-05-02T19:35:33.805Z" },
+    { url = "https://files.pythonhosted.org/packages/c9/ad/51f212198681ea7b0deaaf8846ee10af99fba4e894f67b353524eab2bbe5/cryptography-44.0.3-cp39-abi3-win_amd64.whl", hash = "sha256:5d186f32e52e66994dce4f766884bcb9c68b8da62d61d9d215bfe5fb56d21334", size = 3210375, upload-time = "2025-05-02T19:35:35.369Z" },
+    { url = "https://files.pythonhosted.org/packages/8d/4b/c11ad0b6c061902de5223892d680e89c06c7c4d606305eb8de56c5427ae6/cryptography-44.0.3-pp311-pypy311_pp73-macosx_10_9_x86_64.whl", hash = "sha256:896530bc9107b226f265effa7ef3f21270f18a2026bc09fed1ebd7b66ddf6375", size = 3390230, upload-time = "2025-05-02T19:35:49.062Z" },
+    { url = "https://files.pythonhosted.org/packages/58/11/0a6bf45d53b9b2290ea3cec30e78b78e6ca29dc101e2e296872a0ffe1335/cryptography-44.0.3-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:9b4d4a5dbee05a2c390bf212e78b99434efec37b17a4bff42f50285c5c8c9647", size = 3895216, upload-time = "2025-05-02T19:35:51.351Z" },
+    { url = "https://files.pythonhosted.org/packages/0a/27/b28cdeb7270e957f0077a2c2bfad1b38f72f1f6d699679f97b816ca33642/cryptography-44.0.3-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:02f55fb4f8b79c1221b0961488eaae21015b69b210e18c386b69de182ebb1259", size = 4115044, upload-time = "2025-05-02T19:35:53.044Z" },
+    { url = "https://files.pythonhosted.org/packages/35/b0/ec4082d3793f03cb248881fecefc26015813199b88f33e3e990a43f79835/cryptography-44.0.3-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:dd3db61b8fe5be220eee484a17233287d0be6932d056cf5738225b9c05ef4fff", size = 3898034, upload-time = "2025-05-02T19:35:54.72Z" },
+    { url = "https://files.pythonhosted.org/packages/0b/7f/adf62e0b8e8d04d50c9a91282a57628c00c54d4ae75e2b02a223bd1f2613/cryptography-44.0.3-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:978631ec51a6bbc0b7e58f23b68a8ce9e5f09721940933e9c217068388789fe5", size = 4114449, upload-time = "2025-05-02T19:35:57.139Z" },
+    { url = "https://files.pythonhosted.org/packages/87/62/d69eb4a8ee231f4bf733a92caf9da13f1c81a44e874b1d4080c25ecbb723/cryptography-44.0.3-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:5d20cc348cca3a8aa7312f42ab953a56e15323800ca3ab0706b8cd452a3a056c", size = 3134369, upload-time = "2025-05-02T19:35:58.907Z" },
 ]
 
 [[package]]
@@ -1436,6 +1435,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/94/fb/1b681635bfd5f2274d0caa8f934b58435db6c091b97f5593738065ddb786/cymem-2.0.13-cp312-cp312-win_arm64.whl", hash = "sha256:6bbd701338df7bf408648191dff52472a9b334f71bcd31a21a41d83821050f67", size = 35959, upload-time = "2025-11-14T14:57:41.682Z" },
 ]
 
+[[package]]
+name = "darabonba-core"
+version = "1.0.5"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "aiohttp" },
+    { name = "alibabacloud-tea" },
+    { name = "requests" },
+]
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/66/d3/a7daaee544c904548e665829b51a9fa2572acb82c73ad787a8ff90273002/darabonba_core-1.0.5-py3-none-any.whl", hash = "sha256:671ab8dbc4edc2a8f88013da71646839bb8914f1259efc069353243ef52ea27c", size = 24580, upload-time = "2025-12-12T07:53:59.494Z" },
+]
+
 [[package]]
 name = "databricks-sdk"
 version = "0.73.0"
@@ -1797,7 +1809,7 @@ requires-dist = [
     { name = "transformers", specifier = "~=5.3.0" },
     { name = "unstructured", extras = ["docx", "epub", "md", "ppt", "pptx"], specifier = "~=0.21.5" },
     { name = "weave", specifier = ">=0.52.16" },
-    { name = "weaviate-client", specifier = "==4.17.0" },
+    { name = "weaviate-client", specifier = "==4.20.4" },
     { name = "webvtt-py", specifier = "~=0.5.1" },
     { name = "yarl", specifier = "~=1.23.0" },
 ]
@@ -1885,31 +1897,31 @@ tools = [
 ]
 vdb = [
     { name = "alibabacloud-gpdb20160503", specifier = "~=3.8.0" },
-    { name = "alibabacloud-tea-openapi", specifier = "~=0.3.9" },
+    { name = "alibabacloud-tea-openapi", specifier = "~=0.4.3" },
     { name = "chromadb", specifier = "==0.5.20" },
-    { name = "clickhouse-connect", specifier = "~=0.10.0" },
+    { name = "clickhouse-connect", specifier = "~=0.14.1" },
     { name = "clickzetta-connector-python", specifier = ">=0.8.102" },
-    { name = "couchbase", specifier = "~=4.3.0" },
+    { name = "couchbase", specifier = "~=4.5.0" },
     { name = "elasticsearch", specifier = "==8.14.0" },
     { name = "holo-search-sdk", specifier = ">=0.4.1" },
     { name = "intersystems-irispython", specifier = ">=5.1.0" },
     { name = "mo-vector", specifier = "~=0.1.13" },
     { name = "mysql-connector-python", specifier = ">=9.3.0" },
     { name = "opensearch-py", specifier = "==3.1.0" },
-    { name = "oracledb", specifier = "==3.3.0" },
+    { name = "oracledb", specifier = "==3.4.2" },
     { name = "pgvecto-rs", extras = ["sqlalchemy"], specifier = "~=0.2.1" },
-    { name = "pgvector", specifier = "==0.2.5" },
-    { name = "pymilvus", specifier = "~=2.5.0" },
-    { name = "pymochow", specifier = "==2.2.9" },
+    { name = "pgvector", specifier = "==0.4.2" },
+    { name = "pymilvus", specifier = "~=2.6.10" },
+    { name = "pymochow", specifier = "==2.3.6" },
     { name = "pyobvector", specifier = "~=0.2.17" },
     { name = "qdrant-client", specifier = "==1.9.0" },
-    { name = "tablestore", specifier = "==6.3.7" },
-    { name = "tcvectordb", specifier = "~=1.6.4" },
-    { name = "tidb-vector", specifier = "==0.0.9" },
-    { name = "upstash-vector", specifier = "==0.6.0" },
+    { name = "tablestore", specifier = "==6.4.1" },
+    { name = "tcvectordb", specifier = "~=2.0.0" },
+    { name = "tidb-vector", specifier = "==0.0.15" },
+    { name = "upstash-vector", specifier = "==0.8.0" },
     { name = "volcengine-compat", specifier = "~=1.0.0" },
-    { name = "weaviate-client", specifier = "==4.17.0" },
-    { name = "xinference-client", specifier = "~=1.2.2" },
+    { name = "weaviate-client", specifier = "==4.20.4" },
+    { name = "xinference-client", specifier = "~=2.3.1" },
 ]
 
 [[package]]
@@ -1978,6 +1990,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b0/0d/9feae160378a3553fa9a339b0e9c1a048e147a4127210e286ef18b730f03/durationpy-0.10-py3-none-any.whl", hash = "sha256:3b41e1b601234296b4fb368338fdcd3e13e0b4fb5b67345948f4f2bf9868b286", size = 3922, upload-time = "2025-05-17T13:52:36.463Z" },
 ]
 
+[[package]]
+name = "ecdsa"
+version = "0.19.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "six" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/c0/1f/924e3caae75f471eae4b26bd13b698f6af2c44279f67af317439c2f4c46a/ecdsa-0.19.1.tar.gz", hash = "sha256:478cba7b62555866fcb3bb3fe985e06decbdb68ef55713c4e5ab98c57d508e61", size = 201793, upload-time = "2025-03-13T11:52:43.25Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/cb/a3/460c57f094a4a165c84a1341c373b0a4f5ec6ac244b998d5021aade89b77/ecdsa-0.19.1-py2.py3-none-any.whl", hash = "sha256:30638e27cf77b7e15c4c4cc1973720149e1033827cfd00661ca5c8cc0cdb24c3", size = 150607, upload-time = "2025-03-13T11:52:41.757Z" },
+]
+
 [[package]]
 name = "elastic-transport"
 version = "8.17.1"
@@ -2477,16 +2501,15 @@ wheels = [
 
 [[package]]
 name = "google-auth"
-version = "2.49.0"
+version = "2.49.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cryptography" },
     { name = "pyasn1-modules" },
-    { name = "rsa" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/7d/59/7371175bfd949abfb1170aa076352131d7281bd9449c0f978604fc4431c3/google_auth-2.49.0.tar.gz", hash = "sha256:9cc2d9259d3700d7a257681f81052db6737495a1a46b610597f4b8bafe5286ae", size = 333444, upload-time = "2026-03-06T21:53:06.07Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/ea/80/6a696a07d3d3b0a92488933532f03dbefa4a24ab80fb231395b9a2a1be77/google_auth-2.49.1.tar.gz", hash = "sha256:16d40da1c3c5a0533f57d268fe72e0ebb0ae1cc3b567024122651c045d879b64", size = 333825, upload-time = "2026-03-12T19:30:58.135Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/37/45/de64b823b639103de4b63dd193480dce99526bd36be6530c2dba85bf7817/google_auth-2.49.0-py3-none-any.whl", hash = "sha256:f893ef7307f19cf53700b7e2f61b5a6affe3aa0edf9943b13788920ab92d8d87", size = 240676, upload-time = "2026-03-06T21:52:38.304Z" },
+    { url = "https://files.pythonhosted.org/packages/e9/eb/c6c2478d8a8d633460be40e2a8a6f8f429171997a35a96f81d3b680dec83/google_auth-2.49.1-py3-none-any.whl", hash = "sha256:195ebe3dca18eddd1b3db5edc5189b76c13e96f29e73043b923ebcf3f1a860f7", size = 240737, upload-time = "2026-03-12T19:30:53.159Z" },
 ]
 
 [package.optional-dependencies]
@@ -3678,20 +3701,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8", size = 9979, upload-time = "2022-08-14T12:40:09.779Z" },
 ]
 
-[[package]]
-name = "milvus-lite"
-version = "2.5.1"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "tqdm", marker = "sys_platform != 'win32'" },
-]
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/a9/b2/acc5024c8e8b6a0b034670b8e8af306ebd633ede777dcbf557eac4785937/milvus_lite-2.5.1-py3-none-macosx_10_9_x86_64.whl", hash = "sha256:6b014453200ba977be37ba660cb2d021030375fa6a35bc53c2e1d92980a0c512", size = 27934713, upload-time = "2025-06-30T04:23:37.028Z" },
-    { url = "https://files.pythonhosted.org/packages/9b/2e/746f5bb1d6facd1e73eb4af6dd5efda11125b0f29d7908a097485ca6cad9/milvus_lite-2.5.1-py3-none-macosx_11_0_arm64.whl", hash = "sha256:a2e031088bf308afe5f8567850412d618cfb05a65238ed1a6117f60decccc95a", size = 24421451, upload-time = "2025-06-30T04:23:51.747Z" },
-    { url = "https://files.pythonhosted.org/packages/2e/cf/3d1fee5c16c7661cf53977067a34820f7269ed8ba99fe9cf35efc1700866/milvus_lite-2.5.1-py3-none-manylinux2014_aarch64.whl", hash = "sha256:a13277e9bacc6933dea172e42231f7e6135bd3bdb073dd2688ee180418abd8d9", size = 45337093, upload-time = "2025-06-30T04:24:06.706Z" },
-    { url = "https://files.pythonhosted.org/packages/d3/82/41d9b80f09b82e066894d9b508af07b7b0fa325ce0322980674de49106a0/milvus_lite-2.5.1-py3-none-manylinux2014_x86_64.whl", hash = "sha256:25ce13f4b8d46876dd2b7ac8563d7d8306da7ff3999bb0d14b116b30f71d706c", size = 55263911, upload-time = "2025-06-30T04:24:19.434Z" },
-]
-
 [[package]]
 name = "mlflow-skinny"
 version = "3.10.1"
@@ -3930,21 +3939,21 @@ wheels = [
 
 [[package]]
 name = "mysql-connector-python"
-version = "9.5.0"
+version = "9.6.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/39/33/b332b001bc8c5ee09255a0d4b09a254da674450edd6a3e5228b245ca82a0/mysql_connector_python-9.5.0.tar.gz", hash = "sha256:92fb924285a86d8c146ebd63d94f9eaefa548da7813bc46271508fdc6cc1d596", size = 12251077, upload-time = "2025-10-22T09:05:45.423Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/6f/6e/c89babc7de3df01467d159854414659c885152579903a8220c8db02a3835/mysql_connector_python-9.6.0.tar.gz", hash = "sha256:c453bb55347174d87504b534246fb10c589daf5d057515bf615627198a3c7ef1", size = 12254999, upload-time = "2026-02-10T12:04:52.63Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/05/03/77347d58b0027ce93a41858477e08422e498c6ebc24348b1f725ed7a67ae/mysql_connector_python-9.5.0-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:653e70cd10cf2d18dd828fae58dff5f0f7a5cf7e48e244f2093314dddf84a4b9", size = 17578984, upload-time = "2025-10-22T09:01:41.213Z" },
-    { url = "https://files.pythonhosted.org/packages/a5/bb/0f45c7ee55ebc56d6731a593d85c0e7f25f83af90a094efebfd5be9fe010/mysql_connector_python-9.5.0-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:5add93f60b3922be71ea31b89bc8a452b876adbb49262561bd559860dae96b3f", size = 18445067, upload-time = "2025-10-22T09:01:43.215Z" },
-    { url = "https://files.pythonhosted.org/packages/1c/ec/054de99d4aa50d851a37edca9039280f7194cc1bfd30aab38f5bd6977ebe/mysql_connector_python-9.5.0-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:20950a5e44896c03e3dc93ceb3a5e9b48c9acae18665ca6e13249b3fe5b96811", size = 33668029, upload-time = "2025-10-22T09:01:45.74Z" },
-    { url = "https://files.pythonhosted.org/packages/90/a2/e6095dc3a7ad5c959fe4a65681db63af131f572e57cdffcc7816bc84e3ad/mysql_connector_python-9.5.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:7fdd3205b9242c284019310fa84437f3357b13f598e3f9b5d80d337d4a6406b8", size = 34101687, upload-time = "2025-10-22T09:01:48.462Z" },
-    { url = "https://files.pythonhosted.org/packages/9c/88/bc13c33fca11acaf808bd1809d8602d78f5bb84f7b1e7b1a288c383a14fd/mysql_connector_python-9.5.0-cp311-cp311-win_amd64.whl", hash = "sha256:c021d8b0830958b28712c70c53b206b4cf4766948dae201ea7ca588a186605e0", size = 16511749, upload-time = "2025-10-22T09:01:51.032Z" },
-    { url = "https://files.pythonhosted.org/packages/02/89/167ebee82f4b01ba7339c241c3cc2518886a2be9f871770a1efa81b940a0/mysql_connector_python-9.5.0-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:a72c2ef9d50b84f3c567c31b3bf30901af740686baa2a4abead5f202e0b7ea61", size = 17581904, upload-time = "2025-10-22T09:01:53.21Z" },
-    { url = "https://files.pythonhosted.org/packages/67/46/630ca969ce10b30fdc605d65dab4a6157556d8cc3b77c724f56c2d83cb79/mysql_connector_python-9.5.0-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:bd9ba5a946cfd3b3b2688a75135357e862834b0321ed936fd968049be290872b", size = 18448195, upload-time = "2025-10-22T09:01:55.378Z" },
-    { url = "https://files.pythonhosted.org/packages/f6/87/4c421f41ad169d8c9065ad5c46673c7af889a523e4899c1ac1d6bfd37262/mysql_connector_python-9.5.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:5ef7accbdf8b5f6ec60d2a1550654b7e27e63bf6f7b04020d5fb4191fb02bc4d", size = 33668638, upload-time = "2025-10-22T09:01:57.896Z" },
-    { url = "https://files.pythonhosted.org/packages/a6/01/67cf210d50bfefbb9224b9a5c465857c1767388dade1004c903c8e22a991/mysql_connector_python-9.5.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:a6e0a4a0274d15e3d4c892ab93f58f46431222117dba20608178dfb2cc4d5fd8", size = 34102899, upload-time = "2025-10-22T09:02:00.291Z" },
-    { url = "https://files.pythonhosted.org/packages/cd/ef/3d1a67d503fff38cc30e11d111cf28f0976987fb175f47b10d44494e1080/mysql_connector_python-9.5.0-cp312-cp312-win_amd64.whl", hash = "sha256:b6c69cb37600b7e22f476150034e2afbd53342a175e20aea887f8158fc5e3ff6", size = 16512684, upload-time = "2025-10-22T09:02:02.411Z" },
-    { url = "https://files.pythonhosted.org/packages/95/e1/45373c06781340c7b74fe9b88b85278ac05321889a307eaa5be079a997d4/mysql_connector_python-9.5.0-py2.py3-none-any.whl", hash = "sha256:ace137b88eb6fdafa1e5b2e03ac76ce1b8b1844b3a4af1192a02ae7c1a45bdee", size = 479047, upload-time = "2025-10-22T09:02:27.809Z" },
+    { url = "https://files.pythonhosted.org/packages/2a/08/0e9bce000736454c2b8bb4c40bded79328887483689487dad7df4cf59fb7/mysql_connector_python-9.6.0-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:011931f7392a1087e10d305b0303f2a20cc1af2c1c8a15cd5691609aa95dfcbd", size = 17582646, upload-time = "2026-01-21T09:04:48.327Z" },
+    { url = "https://files.pythonhosted.org/packages/93/aa/3dd4db039fc6a9bcbdbade83be9914ead6786c0be4918170dfaf89327b76/mysql_connector_python-9.6.0-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:b5212372aff6833473d2560ac87d3df9fb2498d0faacb7ebf231d947175fa36a", size = 18449358, upload-time = "2026-01-21T09:04:50.278Z" },
+    { url = "https://files.pythonhosted.org/packages/53/38/ecd6d35382b6265ff5f030464d53b45e51ff2c2523ab88771c277fd84c05/mysql_connector_python-9.6.0-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:61deca6e243fafbb3cf08ae27bd0c83d0f8188de8456e46aeba0d3db15bb7230", size = 34169309, upload-time = "2026-01-21T09:04:52.402Z" },
+    { url = "https://files.pythonhosted.org/packages/18/1d/fe1133eb76089342854d8fbe88e28598f7e06bc684a763d21fc7b23f1d5e/mysql_connector_python-9.6.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:adabbc5e1475cdf5fb6f1902a25edc3bd1e0726fa45f01ab1b8f479ff43b3337", size = 34541101, upload-time = "2026-01-21T09:04:55.897Z" },
+    { url = "https://files.pythonhosted.org/packages/3f/99/da0f55beb970ca049fd7d37a6391d686222af89a8b13e636d8e9bbd06536/mysql_connector_python-9.6.0-cp311-cp311-win_amd64.whl", hash = "sha256:8732ca0b7417b45238bcbfc7e64d9c4d62c759672207c6284f0921c366efddc7", size = 16514767, upload-time = "2026-02-10T12:03:50.584Z" },
+    { url = "https://files.pythonhosted.org/packages/8f/d9/2a4b4d90b52f4241f0f71618cd4bd8779dd6d18db8058b0a4dd83ec0541c/mysql_connector_python-9.6.0-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:9664e217c72dd6fb700f4c8512af90261f72d2f5d7c00c4e13e4c1e09bfa3d5e", size = 17585672, upload-time = "2026-02-10T12:03:52.955Z" },
+    { url = "https://files.pythonhosted.org/packages/33/91/2495835733a054e716a17dc28404748b33f2dc1da1ae4396fb45574adf40/mysql_connector_python-9.6.0-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:1ed4b5c4761e5333035293e746683890e4ef2e818e515d14023fd80293bc31fa", size = 18452624, upload-time = "2026-02-10T12:03:56.153Z" },
+    { url = "https://files.pythonhosted.org/packages/7a/69/e83abbbbf7f8eed855b5a5ff7285bc0afb1199418ac036c7691edf41e154/mysql_connector_python-9.6.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:5095758dcb89a6bce2379f349da336c268c407129002b595c5dba82ce387e2a5", size = 34169154, upload-time = "2026-02-10T12:03:58.831Z" },
+    { url = "https://files.pythonhosted.org/packages/82/44/67bb61c71f398fbc739d07e8dcadad94e2f655874cb32ae851454066bea0/mysql_connector_python-9.6.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:4ae4e7780fad950a4f267dea5851048d160f5b71314a342cdbf30b154f1c74f7", size = 34542947, upload-time = "2026-02-10T12:04:02.408Z" },
+    { url = "https://files.pythonhosted.org/packages/ba/39/994c4f7e9c59d3ca534a831d18442ac4c529865db20aeaa4fd94e2af5efd/mysql_connector_python-9.6.0-cp312-cp312-win_amd64.whl", hash = "sha256:c180e0b4100d7402e03993bfac5c97d18e01d7ca9d198d742fffc245077f8ffe", size = 16515709, upload-time = "2026-02-10T12:04:04.924Z" },
+    { url = "https://files.pythonhosted.org/packages/15/dd/b3250826c29cee7816de4409a2fe5e469a68b9a89f6bfaa5eed74f05532c/mysql_connector_python-9.6.0-py2.py3-none-any.whl", hash = "sha256:44b0fb57207ebc6ae05b5b21b7968a9ed33b29187fe87b38951bad2a334d75d5", size = 480527, upload-time = "2026-02-10T12:04:36.176Z" },
 ]
 
 [[package]]
@@ -4559,23 +4568,24 @@ numpy = [
 
 [[package]]
 name = "oracledb"
-version = "3.3.0"
+version = "3.4.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cryptography" },
+    { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/51/c9/fae18fa5d803712d188486f8e86ad4f4e00316793ca19745d7c11092c360/oracledb-3.3.0.tar.gz", hash = "sha256:e830d3544a1578296bcaa54c6e8c8ae10a58c7db467c528c4b27adbf9c8b4cb0", size = 811776, upload-time = "2025-07-29T22:34:10.489Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/f7/02/70a872d1a4a739b4f7371ab8d3d5ed8c6e57e142e2503531aafcb220893c/oracledb-3.4.2.tar.gz", hash = "sha256:46e0f2278ff1fe83fbc33a3b93c72d429323ec7eed47bc9484e217776cd437e5", size = 855467, upload-time = "2026-01-28T17:25:39.91Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/3f/35/95d9a502fdc48ce1ef3a513ebd027488353441e15aa0448619abb3d09d32/oracledb-3.3.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:d9adb74f837838e21898d938e3a725cf73099c65f98b0b34d77146b453e945e0", size = 3963945, upload-time = "2025-07-29T22:34:28.633Z" },
-    { url = "https://files.pythonhosted.org/packages/16/a7/8f1ef447d995bb51d9fdc36356697afeceb603932f16410c12d52b2df1a4/oracledb-3.3.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4b063d1007882570f170ebde0f364e78d4a70c8f015735cc900663278b9ceef7", size = 2449385, upload-time = "2025-07-29T22:34:30.592Z" },
-    { url = "https://files.pythonhosted.org/packages/b3/fa/6a78480450bc7d256808d0f38ade3385735fb5a90dab662167b4257dcf94/oracledb-3.3.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:187728f0a2d161676b8c581a9d8f15d9631a8fea1e628f6d0e9fa2f01280cd22", size = 2634943, upload-time = "2025-07-29T22:34:33.142Z" },
-    { url = "https://files.pythonhosted.org/packages/5b/90/ea32b569a45fb99fac30b96f1ac0fb38b029eeebb78357bc6db4be9dde41/oracledb-3.3.0-cp311-cp311-win32.whl", hash = "sha256:920f14314f3402c5ab98f2efc5932e0547e9c0a4ca9338641357f73844e3e2b1", size = 1483549, upload-time = "2025-07-29T22:34:35.015Z" },
-    { url = "https://files.pythonhosted.org/packages/81/55/ae60f72836eb8531b630299f9ed68df3fe7868c6da16f820a108155a21f9/oracledb-3.3.0-cp311-cp311-win_amd64.whl", hash = "sha256:825edb97976468db1c7e52c78ba38d75ce7e2b71a2e88f8629bcf02be8e68a8a", size = 1834737, upload-time = "2025-07-29T22:34:36.824Z" },
-    { url = "https://files.pythonhosted.org/packages/08/a8/f6b7809d70e98e113786d5a6f1294da81c046d2fa901ad656669fc5d7fae/oracledb-3.3.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:9d25e37d640872731ac9b73f83cbc5fc4743cd744766bdb250488caf0d7696a8", size = 3943512, upload-time = "2025-07-29T22:34:39.237Z" },
-    { url = "https://files.pythonhosted.org/packages/df/b9/8145ad8991f4864d3de4a911d439e5bc6cdbf14af448f3ab1e846a54210c/oracledb-3.3.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b0bf7cdc2b668f939aa364f552861bc7a149d7cd3f3794730d43ef07613b2bf9", size = 2276258, upload-time = "2025-07-29T22:34:41.547Z" },
-    { url = "https://files.pythonhosted.org/packages/56/bf/f65635ad5df17d6e4a2083182750bb136ac663ff0e9996ce59d77d200f60/oracledb-3.3.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2fe20540fde64a6987046807ea47af93be918fd70b9766b3eb803c01e6d4202e", size = 2458811, upload-time = "2025-07-29T22:34:44.648Z" },
-    { url = "https://files.pythonhosted.org/packages/7d/30/e0c130b6278c10b0e6cd77a3a1a29a785c083c549676cf701c5d180b8e63/oracledb-3.3.0-cp312-cp312-win32.whl", hash = "sha256:db080be9345cbf9506ffdaea3c13d5314605355e76d186ec4edfa49960ffb813", size = 1445525, upload-time = "2025-07-29T22:34:46.603Z" },
-    { url = "https://files.pythonhosted.org/packages/1a/5c/7254f5e1a33a5d6b8bf6813d4f4fdcf5c4166ec8a7af932d987879d5595c/oracledb-3.3.0-cp312-cp312-win_amd64.whl", hash = "sha256:be81e3afe79f6c8ece79a86d6067ad1572d2992ce1c590a086f3755a09535eb4", size = 1789976, upload-time = "2025-07-29T22:34:48.5Z" },
+    { url = "https://files.pythonhosted.org/packages/64/80/be263b668ba32b258d07c85f7bfb6967a9677e016c299207b28734f04c4b/oracledb-3.4.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:b8e4b8a852251cef09038b75f30fce1227010835f4e19cfbd436027acba2697c", size = 4228552, upload-time = "2026-01-28T17:25:54.844Z" },
+    { url = "https://files.pythonhosted.org/packages/91/bc/e832a649529da7c60409a81be41f3213b4c7ffda4fe424222b2145e8d43c/oracledb-3.4.2-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1617a1db020346883455af005efbefd51be2c4d797e43b1b38455a19f8526b48", size = 2421924, upload-time = "2026-01-28T17:25:56.984Z" },
+    { url = "https://files.pythonhosted.org/packages/86/21/d867c37e493a63b5521bd248110ad5b97b18253d64a30703e3e8f3d9631e/oracledb-3.4.2-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5ed78d7e7079a778062744ccf42141ce4806818c3f4dd6463e4a7edd561c9f86", size = 2599301, upload-time = "2026-01-28T17:25:58.529Z" },
+    { url = "https://files.pythonhosted.org/packages/2a/de/9b1843ea27f7791449652d7f340f042c3053336d2c11caf29e59bab86189/oracledb-3.4.2-cp311-cp311-win32.whl", hash = "sha256:0e16fe3d057e0c41a23ad2ae95bfa002401690773376d476be608f79ac74bf05", size = 1492890, upload-time = "2026-01-28T17:26:00.662Z" },
+    { url = "https://files.pythonhosted.org/packages/d6/10/cbc8afa2db0cec80530858d3e4574f9734fae8c0b7f1df261398aa026c5f/oracledb-3.4.2-cp311-cp311-win_amd64.whl", hash = "sha256:f93cae08e8ed20f2d5b777a8602a71f9418389c661d2c937e84d94863e7e7011", size = 1843355, upload-time = "2026-01-28T17:26:02.637Z" },
+    { url = "https://files.pythonhosted.org/packages/8f/81/2e6154f34b71cd93b4946c73ea13b69d54b8d45a5f6bbffe271793240d21/oracledb-3.4.2-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:a7396664e592881225ba66385ee83ce339d864f39003d6e4ca31a894a7e7c552", size = 4220806, upload-time = "2026-01-28T17:26:04.322Z" },
+    { url = "https://files.pythonhosted.org/packages/ab/a9/a1d59aaac77d8f727156ec6a3b03399917c90b7da4f02d057f92e5601f56/oracledb-3.4.2-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0f04a2d62073407672f114d02529921de0677c6883ed7c64d8d1a3c04caa3238", size = 2233795, upload-time = "2026-01-28T17:26:05.877Z" },
+    { url = "https://files.pythonhosted.org/packages/94/ec/8c4a38020cd251572bd406ddcbde98ca052ec94b5684f9aa9ef1ddfcc68c/oracledb-3.4.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d8d75e4f879b908be66cce05ba6c05791a5dbb4a15e39abc01aa25c8a2492bd9", size = 2424756, upload-time = "2026-01-28T17:26:07.35Z" },
+    { url = "https://files.pythonhosted.org/packages/fa/7d/c251c2a8567151ccfcfbe3467ea9a60fb5480dc4719342e2e6b7a9679e5d/oracledb-3.4.2-cp312-cp312-win32.whl", hash = "sha256:31b7ee83c23d0439778303de8a675717f805f7e8edb5556d48c4d8343bcf14f5", size = 1453486, upload-time = "2026-01-28T17:26:08.869Z" },
+    { url = "https://files.pythonhosted.org/packages/4c/78/c939f3c16fb39400c4734d5a3340db5659ba4e9dce23032d7b33ccfd3fe5/oracledb-3.4.2-cp312-cp312-win_amd64.whl", hash = "sha256:ac25a0448fc830fb7029ad50cd136cdbfcd06975d53967e269772cc5cb8c203a", size = 1794445, upload-time = "2026-01-28T17:26:10.66Z" },
 ]
 
 [[package]]
@@ -4750,13 +4760,14 @@ sqlalchemy = [
 
 [[package]]
 name = "pgvector"
-version = "0.2.5"
+version = "0.4.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "numpy" },
 ]
+sdist = { url = "https://files.pythonhosted.org/packages/25/6c/6d8b4b03b958c02fa8687ec6063c49d952a189f8c91ebbe51e877dfab8f7/pgvector-0.4.2.tar.gz", hash = "sha256:322cac0c1dc5d41c9ecf782bd9991b7966685dee3a00bc873631391ed949513a", size = 31354, upload-time = "2025-12-05T01:07:17.87Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/29/bb/4686b1090a7c68fa367e981130a074dc6c1236571d914ffa6e05c882b59d/pgvector-0.2.5-py2.py3-none-any.whl", hash = "sha256:5e5e93ec4d3c45ab1fa388729d56c602f6966296e19deee8878928c6d567e41b", size = 9638, upload-time = "2024-02-07T19:35:03.8Z" },
+    { url = "https://files.pythonhosted.org/packages/5a/26/6cee8a1ce8c43625ec561aff19df07f9776b7525d9002c86bceb3e0ac970/pgvector-0.4.2-py3-none-any.whl", hash = "sha256:549d45f7a18593783d5eec609ea1684a724ba8405c4cb182a0b2b08aeff04e08", size = 27441, upload-time = "2025-12-05T01:07:16.536Z" },
 ]
 
 [[package]]
@@ -5300,34 +5311,35 @@ crypto = [
 
 [[package]]
 name = "pymilvus"
-version = "2.5.17"
+version = "2.6.10"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
+    { name = "cachetools" },
     { name = "grpcio" },
-    { name = "milvus-lite", marker = "sys_platform != 'win32'" },
+    { name = "orjson" },
     { name = "pandas" },
     { name = "protobuf" },
     { name = "python-dotenv" },
+    { name = "requests" },
     { name = "setuptools" },
-    { name = "ujson" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/dc/85/91828a9282bb7f9b210c0a93831979c5829cba5533ac12e87014b6e2208b/pymilvus-2.5.17.tar.gz", hash = "sha256:48ff55db9598e1b4cc25f4fe645b00d64ebcfb03f79f9f741267fc2a35526d43", size = 1281485, upload-time = "2025-11-10T03:24:53.058Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/9e/85/90362066ccda5ff6fec693a55693cde659fdcd36d08f1bd7012ae958248d/pymilvus-2.6.10.tar.gz", hash = "sha256:58a44ee0f1dddd7727ae830ef25325872d8946f029d801a37105164e6699f1b8", size = 1561042, upload-time = "2026-03-13T09:54:22.441Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/59/44/ee0c64617f58c123f570293f36b40f7b56fc123a2aa9573aa22e6ff0fb86/pymilvus-2.5.17-py3-none-any.whl", hash = "sha256:a43d36f2e5f793040917d35858d1ed2532307b7dfb03bc3eaf813aac085bc5a4", size = 244036, upload-time = "2025-11-10T03:24:51.496Z" },
+    { url = "https://files.pythonhosted.org/packages/88/10/fe7fbb6795aa20038afd55e9c653991e7c69fb24c741ebb39ba3b0aa5c13/pymilvus-2.6.10-py3-none-any.whl", hash = "sha256:a048b6f3ebad93742bca559beabf44fe578f0983555a109c4436b5fb2c1dbd40", size = 312797, upload-time = "2026-03-13T09:54:21.081Z" },
 ]
 
 [[package]]
 name = "pymochow"
-version = "2.2.9"
+version = "2.3.6"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "future" },
     { name = "orjson" },
     { name = "requests" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/b5/29/d9b112684ce490057b90bddede3fb6a69cf2787a3fd7736bdce203e77388/pymochow-2.2.9.tar.gz", hash = "sha256:5a28058edc8861deb67524410e786814571ed9fe0700c8c9fc0bc2ad5835b06c", size = 50079, upload-time = "2025-06-05T08:33:19.59Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/5e/04/2edda5447aa7c87a0b2b7c75406cc0fbcceeddd09c76b04edfb84eb47499/pymochow-2.3.6.tar.gz", hash = "sha256:6249a2fa410ef22e9e702710d725e7e052f492af87233ffe911845f931557632", size = 51123, upload-time = "2025-12-12T06:23:24.162Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/bf/9b/be18f9709dfd8187ff233be5acb253a9f4f1b07f1db0e7b09d84197c28e2/pymochow-2.2.9-py3-none-any.whl", hash = "sha256:639192b97f143d4a22fc163872be12aee19523c46f12e22416e8f289f1354d15", size = 77899, upload-time = "2025-06-05T08:33:17.424Z" },
+    { url = "https://files.pythonhosted.org/packages/aa/86/588c75acbcc7dd9860252f1ef2233212f36b6751ac0cdec15867fc2fc4d6/pymochow-2.3.6-py3-none-any.whl", hash = "sha256:d46cb3af4d908f0c15d875190b1945c0353b907d7e32f068636ee04433cf06b1", size = 78963, upload-time = "2025-12-12T06:23:21.419Z" },
 ]
 
 [[package]]
@@ -5341,7 +5353,7 @@ wheels = [
 
 [[package]]
 name = "pyobvector"
-version = "0.2.20"
+version = "0.2.25"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiomysql" },
@@ -5351,9 +5363,9 @@ dependencies = [
     { name = "sqlalchemy" },
     { name = "sqlglot" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/ca/6f/24ae2d4ba811e5e112c89bb91ba7c50eb79658563650c8fc65caa80655f8/pyobvector-0.2.20.tar.gz", hash = "sha256:72a54044632ba3bb27d340fb660c50b22548d34c6a9214b6653bc18eee4287c4", size = 46648, upload-time = "2025-11-20T09:30:16.354Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/38/8a/c459f45844f1f90e9edf80c0f434ec3b1a65132efb240cfab8f26b1836c3/pyobvector-0.2.25.tar.gz", hash = "sha256:94d987583255ed8aba701d37a5d7c2727ec5fd7e0288cd9dd87a1f5ee36dd923", size = 78511, upload-time = "2026-03-10T07:18:32.283Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/ae/21/630c4e9f0d30b7a6eebe0590cd97162e82a2d3ac4ed3a33259d0a67e0861/pyobvector-0.2.20-py3-none-any.whl", hash = "sha256:9a3c1d3eb5268eae64185f8807b10fd182f271acf33323ee731c2ad554d1c076", size = 60131, upload-time = "2025-11-20T09:30:14.88Z" },
+    { url = "https://files.pythonhosted.org/packages/d1/7d/037401cecb34728d1c28ea05e196ea3c9d50a1ce0f2172e586e075ff55d8/pyobvector-0.2.25-py3-none-any.whl", hash = "sha256:ae0153f99bd0222783ed7e3951efc31a0d2b462d926b6f86ebd2033409aede8f", size = 64663, upload-time = "2026-03-10T07:18:29.789Z" },
 ]
 
 [[package]]
@@ -6019,18 +6031,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/87/f4/09ffb3ebd0cbb9e2c7c9b84d252557ecf434cd71584ee1e32f66013824df/rpds_py-0.29.0-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:f7728653900035fb7b8d06e1e5900545d8088efc9d5d4545782da7df03ec803f", size = 564054, upload-time = "2025-11-16T14:50:37.733Z" },
 ]
 
-[[package]]
-name = "rsa"
-version = "4.9.1"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "pyasn1" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/da/8a/22b7beea3ee0d44b1916c0c1cb0ee3af23b700b6da9f04991899d0c555d4/rsa-4.9.1.tar.gz", hash = "sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75", size = 29034, upload-time = "2025-04-16T09:51:18.218Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/64/8d/0133e4eb4beed9e425d9a98ed6e081a55d195481b7632472be1af08d2f6b/rsa-4.9.1-py3-none-any.whl", hash = "sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762", size = 34696, upload-time = "2025-04-16T09:51:17.142Z" },
-]
-
 [[package]]
 name = "ruff"
 version = "0.15.5"
@@ -6104,16 +6104,16 @@ wheels = [
 
 [[package]]
 name = "sendgrid"
-version = "6.12.5"
+version = "6.12.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "cryptography" },
+    { name = "ecdsa" },
     { name = "python-http-client" },
     { name = "werkzeug" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/da/fa/f718b2b953f99c1f0085811598ac7e31ccbd4229a81ec2a5290be868187a/sendgrid-6.12.5.tar.gz", hash = "sha256:ea9aae30cd55c332e266bccd11185159482edfc07c149b6cd15cf08869fabdb7", size = 50310, upload-time = "2025-09-19T06:23:09.229Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/11/31/62e00433878dccf33edf07f8efa417b9030a2464eb3b04bbd797a11b4447/sendgrid-6.12.4.tar.gz", hash = "sha256:9e88b849daf0fa4bdf256c3b5da9f5a3272402c0c2fd6b1928c9de440db0a03d", size = 50271, upload-time = "2025-06-12T10:29:37.213Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/bd/55/b3c3880a77082e8f7374954e0074aafafaa9bc78bdf9c8f5a92c2e7afc6a/sendgrid-6.12.5-py3-none-any.whl", hash = "sha256:96f92cc91634bf552fdb766b904bbb53968018da7ae41fdac4d1090dc0311ca8", size = 102173, upload-time = "2025-09-19T06:23:07.93Z" },
+    { url = "https://files.pythonhosted.org/packages/c2/9c/45d068fd831a65e6ed1e2ab3233de58784842afdc62fdcdd0a01bbb6b39d/sendgrid-6.12.4-py3-none-any.whl", hash = "sha256:9a211b96241e63bd5b9ed9afcc8608f4bcac426e4a319b3920ab877c8426e92c", size = 102122, upload-time = "2025-06-12T10:29:35.457Z" },
 ]
 
 [[package]]
@@ -6454,7 +6454,7 @@ wheels = [
 
 [[package]]
 name = "tablestore"
-version = "6.3.7"
+version = "6.4.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohttp" },
@@ -6467,9 +6467,9 @@ dependencies = [
     { name = "six" },
     { name = "urllib3" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/f1/39/47a3ec8e42fe74dd05af1dfed9c3b02b8f8adfdd8656b2c5d4f95f975c9f/tablestore-6.3.7.tar.gz", hash = "sha256:990682dbf6b602f317a2d359b4281dcd054b4326081e7a67b73dbbe95407be51", size = 117440, upload-time = "2025-10-29T02:57:57.415Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/62/00/53f8eeb0016e7ad518f92b085de8855891d10581b42f86d15d1df7a56d33/tablestore-6.4.1.tar.gz", hash = "sha256:005c6939832f2ecd403e01220b7045de45f2e53f1ffaf0c2efc435810885fffb", size = 120319, upload-time = "2026-02-13T06:58:37.267Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/fe/55/1b24d8c369204a855ac652712f815e88a4909802094e613fe3742a2d80e3/tablestore-6.3.7-py3-none-any.whl", hash = "sha256:38dcc55085912ab2515e183afd4532a58bb628a763590a99fc1bd2a4aba6855c", size = 139041, upload-time = "2025-10-29T02:57:55.727Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/96/a132bdecb753dc9dc34124a53019da29672baaa34485c8c504895897ea96/tablestore-6.4.1-py3-none-any.whl", hash = "sha256:616898d294dfe22f0d427463c241c6788374cdb2ace9aaf85673ce2c2a18d7e0", size = 141556, upload-time = "2026-02-13T06:58:35.579Z" },
 ]
 
 [[package]]
@@ -6495,7 +6495,7 @@ sdist = { url = "https://files.pythonhosted.org/packages/20/81/be13f417065200182
 
 [[package]]
 name = "tcvectordb"
-version = "1.6.4"
+version = "2.0.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cachetools" },
@@ -6508,9 +6508,9 @@ dependencies = [
     { name = "ujson" },
     { name = "urllib3" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/19/ec/c80579aff1539257aafcf8dc3f3c13630171f299d65b33b68440e166f27c/tcvectordb-1.6.4.tar.gz", hash = "sha256:6fb18e15ccc6744d5147e9bbd781f84df3d66112de7d9cc615878b3f72d3a29a", size = 75188, upload-time = "2025-03-05T09:14:19.925Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/16/21/3bcd466df20ac69408c0228b1c5e793cf3283085238d3ef5d352c556b6ad/tcvectordb-2.0.0.tar.gz", hash = "sha256:38c6ed17931b9bd702138941ca6cfe10b2b60301424ffa36b64a3c2686318941", size = 82209, upload-time = "2025-12-27T07:55:27.376Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/68/bf/f38d9f629324ecffca8fe934e8df47e1233a9021b0739447e59e9fb248f9/tcvectordb-1.6.4-py3-none-any.whl", hash = "sha256:06ef13e7edb4575b04615065fc90e1a28374e318ada305f3786629aec5c9318a", size = 88917, upload-time = "2025-03-05T09:14:17.494Z" },
+    { url = "https://files.pythonhosted.org/packages/af/10/e807b273348edef3b321194bc13b67d2cd4df64e22f0404b9e39082415c7/tcvectordb-2.0.0-py3-none-any.whl", hash = "sha256:1731d9c6c0d17a4199872747ddfb1dd3feb26f14ffe7a657f8a5ac3af4ddcdd1", size = 96256, upload-time = "2025-12-27T07:55:24.362Z" },
 ]
 
 [[package]]
@@ -6578,14 +6578,14 @@ wheels = [
 
 [[package]]
 name = "tidb-vector"
-version = "0.0.9"
+version = "0.0.15"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "numpy" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/1a/98/ab324fdfbbf064186ca621e21aa3871ddf886ecb78358a9864509241e802/tidb_vector-0.0.9.tar.gz", hash = "sha256:e10680872532808e1bcffa7a92dd2b05bb65d63982f833edb3c6cd590dec7709", size = 16948, upload-time = "2024-05-08T07:54:36.955Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/b1/55/6247b3b8dd0c0ec05a7b0dd7d4f016d03337d6f089db9cc221a31de1308c/tidb_vector-0.0.15.tar.gz", hash = "sha256:dfd16b31b06f025737f5c7432a08e04265dde8a7c9c67d037e6e694c8125f6f5", size = 20702, upload-time = "2025-07-15T09:48:07.423Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/5d/bb/0f3b7b4d31537e90f4dd01f50fa58daef48807c789c1c1bdd610204ff103/tidb_vector-0.0.9-py3-none-any.whl", hash = "sha256:db060ee1c981326d3882d0810e0b8b57811f278668f9381168997b360c4296c2", size = 17026, upload-time = "2024-05-08T07:54:34.849Z" },
+    { url = "https://files.pythonhosted.org/packages/24/27/5a4aeeae058f75c1925646ff82215551903688ec33acc64ca46135eac631/tidb_vector-0.0.15-py3-none-any.whl", hash = "sha256:2bc7d02f5508ba153c8d67d049ab1e661c850e09e3a29286dc8b19945e512ad8", size = 21924, upload-time = "2025-07-15T09:48:05.834Z" },
 ]
 
 [[package]]
@@ -7332,14 +7332,14 @@ wheels = [
 
 [[package]]
 name = "upstash-vector"
-version = "0.6.0"
+version = "0.8.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "httpx" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/94/a6/a9178fef247687917701a60eb66542eb5361c58af40c033ba8174ff7366d/upstash_vector-0.6.0.tar.gz", hash = "sha256:a716ed4d0251362208518db8b194158a616d37d1ccbb1155f619df690599e39b", size = 15075, upload-time = "2024-09-27T12:02:13.533Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/65/22/1b9161b82ef52addc2b71ffca9498cb745b34b2e43e77ef1c921d96fb3f1/upstash_vector-0.8.0.tar.gz", hash = "sha256:cdeeeeabe08c813f0f525d9b6ceefbf17abb720bd30190cd6df88b9f2c318334", size = 18565, upload-time = "2025-02-27T11:52:38.14Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/5d/45/95073b83b7fd7b83f10ea314f197bae3989bfe022e736b90145fe9ea4362/upstash_vector-0.6.0-py3-none-any.whl", hash = "sha256:d0bdad7765b8a7f5c205b7a9c81ca4b9a4cee3ee4952afc7d5ea5fb76c3f3c3c", size = 15061, upload-time = "2024-09-27T12:02:12.041Z" },
+    { url = "https://files.pythonhosted.org/packages/ab/ce/1528e6e37d4a1ba7a333ebca7191b638986f4ba9f73ba17458b45c4d36e2/upstash_vector-0.8.0-py3-none-any.whl", hash = "sha256:e8a7560e6e80e22ff2a4d95ff0b08723b22bafaae7dab38eddce51feb30c5785", size = 18480, upload-time = "2025-02-27T11:52:36.189Z" },
 ]
 
 [[package]]
@@ -7614,7 +7614,7 @@ wheels = [
 
 [[package]]
 name = "weaviate-client"
-version = "4.17.0"
+version = "4.20.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "authlib" },
@@ -7625,9 +7625,9 @@ dependencies = [
     { name = "pydantic" },
     { name = "validators" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/bd/0e/e4582b007427187a9fde55fa575db4b766c81929d2b43a3dd8becce50567/weaviate_client-4.17.0.tar.gz", hash = "sha256:731d58d84b0989df4db399b686357ed285fb95971a492ccca8dec90bb2343c51", size = 769019, upload-time = "2025-09-26T11:20:27.381Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/c9/1c/82b560254f612f95b644849d86e092da6407f17965d61e22b583b30b72cf/weaviate_client-4.20.4.tar.gz", hash = "sha256:08703234b59e4e03739f39e740e9e88cb50cd0aa147d9408b88ea6ce995c37b6", size = 809529, upload-time = "2026-03-10T15:08:13.845Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/5b/c5/2da3a45866da7a935dab8ad07be05dcaee48b3ad4955144583b651929be7/weaviate_client-4.17.0-py3-none-any.whl", hash = "sha256:60e4a355b90537ee1e942ab0b76a94750897a13d9cf13c5a6decbd166d0ca8b5", size = 582763, upload-time = "2025-09-26T11:20:25.864Z" },
+    { url = "https://files.pythonhosted.org/packages/1d/d7/9461c3e7d8c44080d2307078e33dc7fefefa3171c8f930f2b83a5cbf67f2/weaviate_client-4.20.4-py3-none-any.whl", hash = "sha256:7af3a213bebcb30dcf456b0db8b6225d8926106b835d7b883276de9dc1c301fe", size = 619517, upload-time = "2026-03-10T15:08:12.047Z" },
 ]
 
 [[package]]
@@ -7731,16 +7731,17 @@ wheels = [
 
 [[package]]
 name = "xinference-client"
-version = "1.2.2"
+version = "2.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
+    { name = "aiohttp" },
     { name = "pydantic" },
     { name = "requests" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/4b/cf/7f825a311b11d1e0f7947a94f88adcf1d31e707c54a6d76d61a5d98604ed/xinference-client-1.2.2.tar.gz", hash = "sha256:85d2ba0fcbaae616b06719c422364123cbac97f3e3c82e614095fe6d0e630ed0", size = 44824, upload-time = "2025-02-08T09:28:56.692Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/bc/7a/33aeef9cffdc331de0046c25412622c5a16226d1b4e0cca9ed512ad00b9a/xinference_client-2.3.1.tar.gz", hash = "sha256:23ae225f47ff9adf4c6f7718c54993d1be8c704d727509f6e5cb670de3e02c4d", size = 58414, upload-time = "2026-03-15T05:53:23.994Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/77/0f/fc58e062cf2f7506a33d2fe5446a1e88eb7f64914addffd7ed8b12749712/xinference_client-1.2.2-py3-none-any.whl", hash = "sha256:6941d87cf61283a9d6e81cee6cb2609a183d34c6b7d808c6ba0c33437520518f", size = 25723, upload-time = "2025-02-08T09:28:54.046Z" },
+    { url = "https://files.pythonhosted.org/packages/74/8d/d9ab0a457718050a279b9bb6515b7245d114118dc5e275f190ef2628dd16/xinference_client-2.3.1-py3-none-any.whl", hash = "sha256:f7c4f0b56635b46be9cfd9b2affa8e15275491597ac9b958e14b13da5745133e", size = 40012, upload-time = "2026-03-15T05:53:22.797Z" },
 ]
 
 [[package]]

web/AGENTS.md

@@ -8,6 +8,10 @@
 - In new or modified code, use only overlay primitives from `@/app/components/base/ui/*`.
 - Do not introduce deprecated overlay imports from `@/app/components/base/*`; when touching legacy callers, prefer migrating them and keep the allowlist shrinking (never expanding).
 
+## Query & Mutation (Mandatory)
+
+- `frontend-query-mutation` is the source of truth for Dify frontend contracts, query and mutation call-site patterns, conditional queries, invalidation, and mutation error handling.
+
 ## Automated Test Generation
 
 - Use `./docs/test.md` as the canonical instruction set for generating frontend automated tests.

web/service/use-base.ts

@@ -1,31 +1,29 @@
 import type { QueryKey } from '@tanstack/react-query'
-import {
-
-  useQueryClient,
-} from '@tanstack/react-query'
+import { useQueryClient } from '@tanstack/react-query'
+import { useCallback } from 'react'
 
+/**
+ * @deprecated Convenience wrapper scheduled for removal.
+ * Prefer binding invalidation in `useMutation` callbacks at the service layer.
+ */
 export const useInvalid = (key?: QueryKey) => {
   const queryClient = useQueryClient()
-  return () => {
+  return useCallback(() => {
     if (!key)
       return
-    queryClient.invalidateQueries(
-      {
-        queryKey: key,
-      },
-    )
-  }
+    queryClient.invalidateQueries({ queryKey: key })
+  }, [queryClient, key])
 }
 
+/**
+ * @deprecated Convenience wrapper scheduled for removal.
+ * Prefer binding reset in `useMutation` callbacks at the service layer.
+ */
 export const useReset = (key?: QueryKey) => {
   const queryClient = useQueryClient()
-  return () => {
+  return useCallback(() => {
     if (!key)
       return
-    queryClient.resetQueries(
-      {
-        queryKey: key,
-      },
-    )
-  }
+    queryClient.resetQueries({ queryKey: key })
+  }, [queryClient, key])
 }