## Summary
This PR improves the Go CLI in two areas:
1. It adds batch model management support, allowing multiple models to
be added or removed in a single command.
2. It makes the `dimension` argument optional for the `embed text`
command.
These changes keep the existing single-model and explicit-dimension
behaviors compatible while making the CLI more convenient for common
workflows.
## What Changed
### 1. Batch model add/remove support
The CLI now supports operating on multiple model names provided in a
single quoted string.
Supported commands include:
```
add model 'x1 x2 x3' to provider 'vllm' instance 'test' with tokens 1024 chat think vision, token 2048 chat, token 1024 think vision;
drop model 'x1 x2 x3' from 'vllm' 'test';
remove model 'x1 x2 x3' from 'vllm' 'test';
```
For add model, each config segment after with is matched to the
corresponding model name by position.
Example mapping:
- x1 -> tokens 1024, chat + vision, thinking=true
- x2 -> tokens 2048, chat
- x3 -> tokens 1024, vision, thinking=true
The existing single-model syntax remains supported.
### 2. Optional embedding dimension
Previously, the Go CLI required dimension to be explicitly provided for
embed text.
Before:
embed text 'what is rag' 'who are you' with 'model@test@provider'
dimension 8192;
Now both forms are supported:
embed text 'what is rag' 'who are you' with 'model@test@provider'
dimension 8192;
embed text 'what is rag' 'who are you' with 'model@test@provider';
When omitted, the CLI leaves dimension unset and relies on
provider/backend behavior.
## Tests
Added parser tests covering:
- Multiple models with multiple config segments
- Model type deduplication
- Model/config count mismatch
- Drop/remove multiple models
- Optional embedding dimension parsing
### What problem does this PR solve?
Fixes#15542.
AWS Bedrock support for the Go model provider layer was added in #15166,
but embedding support was intentionally left out of scope and
`BedrockModel.Embed(...)` still returned the `no such method` sentinel.
This PR implements Bedrock text embeddings under the umbrella provider
tracker #14736.
### What this PR includes
- `internal/entity/models/bedrock.go`: implement
`BedrockModel.Embed(...)` through Bedrock Runtime `InvokeModel` with
existing SigV4 auth, region resolution, and runtime URL helpers.
- Titan embeddings: supports `amazon.titan-embed-text-v1` and
`amazon.titan-embed-text-v2:0`; v2 forwards `EmbeddingConfig.Dimension`
as `dimensions` when provided, while v1 keeps the payload minimal.
- Cohere embeddings: supports `cohere.embed-english-v3`,
`cohere.embed-multilingual-v3`, and `cohere.embed-v4:0`; batches input
texts and maps returned vectors to RAGFlow `EmbeddingData` in input
order.
- `conf/models/bedrock.json`: adds the `embedding` URL suffix (`invoke`)
and Bedrock embedding model entries.
- `internal/entity/models/bedrock_test.go`: adds unit tests for Titan,
Cohere, typed Cohere responses, validation, empty input, unsupported
models, and HTTP error propagation.
Reference docs:
- Bedrock InvokeModel API:
https://docs.aws.amazon.com/bedrock/latest/APIReference/API_runtime_InvokeModel.html
- Titan Text Embeddings:
https://docs.aws.amazon.com/bedrock/latest/userguide/titan-embedding-models.html
- Cohere Embed models on Bedrock:
https://docs.aws.amazon.com/bedrock/latest/userguide/model-parameters-embed.html
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### How was this tested?
- [x] `jq empty conf/models/bedrock.json`
- [x] `git diff --check`
- [x] `go test ./internal/entity/models/... -run Bedrock -count=1`
- [x] `go test ./internal/entity/models/... -run '^$' -count=1`
- [x] `go test ./internal/entity/models/... -run Bedrock -race -count=1`
Note: `go test ./internal/entity/models/... -count=1` currently fails in
unrelated existing Astraflow coverage
(`TestAstraflowEmbedReturnsNoSuchMethod` panics in
`internal/entity/models/astraflow.go`). The Bedrock-specific tests and
compile-only package check pass.
## Summary
Ports the MCP (Model Context Protocol) server management endpoints that
power `web/src/pages/user-setting/mcp/` from Python
(`api/apps/restful_apis/mcp_api.py`) to Go. There were no MCP routes in
the Go server before this change.
Closes#15275 (subtask of #15240).
## Endpoints implemented (base path `/api/v1`)
| Method | Path | Description |
|--------|------|-------------|
| GET | `/mcp/servers` | List tenant servers (keyword / order /
pagination) |
| POST | `/mcp/servers` | Create a server |
| GET | `/mcp/servers/{mcp_id}` | Get one (`?mode=download` exports
config) |
| PUT | `/mcp/servers/{mcp_id}` | Update a server |
| DELETE | `/mcp/servers/{mcp_id}` | Delete a server |
| POST | `/mcp/import` | Bulk import from JSON config |
| POST | `/mcp/servers/{mcp_id}/test` | Connect + list tools (see notes)
|
## Implementation
Follows the existing `handler → service → dao` layering (per PR #14790):
- **entity** (`internal/entity/mcp.go`): added `MCPServerType` constants
and `IsValidMCPServerType` over the existing `MCPServer` model.
- **dao** (`internal/dao/mcp.go`): new `MCPServerDAO` with tenant-scoped
CRUD, a keyword filter, and a **whitelisted order-column map** (guards
against SQL injection via the caller-supplied `orderby`).
- **service** (`internal/service/mcp.go`): new `MCPService` —
list/get/export/create/update/delete/import/test — mirroring
`MCPServerService` and the `mcp_api` request validation, with sentinel
errors for clean code mapping.
- **handler** (`internal/handler/mcp.go`): new `MCPHandler` with the
seven handlers and Python-compatible response codes.
- **router / server_main**: registered the `/mcp` group and wired the
handler.
## Deviations from Python (documented in code)
1. **Bulk import is at `POST /mcp/import`, not `/mcp/servers/import`.**
gin (v1.9.1) cannot register a static segment and a path param at the
same tree node, so `/mcp/servers/import` would collide with
`/mcp/servers/:mcp_id` and panic at startup. The frontend should call
`/mcp/import`.
2. **No live tool discovery on create/update/import.** The Python path
runs `get_mcp_tools` over SSE / streamable-HTTP and stores
`variables.tools`. The Go server has no MCP client yet, so these persist
`variables`/`headers` but leave `variables.tools` unpopulated.
3. **`/test` returns a data error (`ErrMCPTestUnsupported`)** until a Go
MCP client lands. Per the issue, the live-connection path is scoped as a
follow-up; the handler still validates `url` + `server_type`.
## Testing
- Added `internal/service/mcp_test.go` covering `IsValidMCPServerType`
and the `TestServer` validation/short-circuit paths (no DB required).
- No Go toolchain was available in the dev environment, so `go build
./...` / `go vet ./...` verification is left to CI.
## Follow-ups
- Go MCP client (SSE / streamable-HTTP) to enable live tool discovery
and the real `/test` behavior.
- Reconcile the `/mcp/import` vs `/mcp/servers/import` path with the
frontend.
---------
## Summary
This PR fixes case-sensitivity regressions introduced in #15656 and
consolidates the metadata filtering pipeline by removing the duplicate
`applySingleCondition` adapter layer.
### Bug fixes
1. **contains / not contains**: restored case-insensitive matching (was
lost when `applySingleCondition` was replaced by
`common.MetaFilter.matchValue` which lacked `strings.ToLower`)
2. **not in**: restored case-insensitive matching (was lost for same
reason; uses `strings.EqualFold`)
3. **!= with date filter values**: non-date metadata values now
correctly match the `≠` operator (a non-date value IS not equal to any
date, but was returning false)
### Architecture
4. **Removed `applySingleCondition`** (65 lines) — the inline switch was
a duplicate of `common.MetaFilter` logic. `ApplyMetaFilter` now converts
conditions and delegates to `common.MetaFilter` once per filter set,
eliminating ~25 lines of duplicate AND/OR merge logic.
5. **Added `filterSet`** — O(n+m) hash-map fast path for `in`/`not in`
operators, replacing the O(n*m) linear scan in `matchValue`.
6. **Exported `NormalizeOperator`** from `common` for consistent
operator alias handling.
### Cleanup
7. Removed 18 lines of dead code (`matchValue`'s `in`/`not in` branches
already bypassed by `filterOut` delegation)
8. Fixed orphaned godoc comment for `convertOperator`
9. Fixed incorrect `filterSet` doc comment (claimed "matching EqualFold"
but used `strings.ToLower`)
10. Completed `convertToMetaCondition` operator normalization
documentation
### Testing
- 60 tests (24 service + 36 common), all passing
- New tests: `==`, `≠`, `>`, `<`, `≥`, `≤`, `empty`, `not empty` through
`ApplyMetaFilter`
- New tests: `<`, `≤`, `≠` through `MetaFilter`; `not-in-empty-list`
through `filterSet`
- All 18 `MetaFilter` tests pass; all 10 `filterSet` unit tests pass
---------
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
## Summary
Add `EnrichChunksWithDocMetadata` as a method on `MetadataService` that
attaches document metadata to retrieval chunks in-place. Equivalent to
Python's `enrich_chunks_with_document_metadata()` from
`api/utils/reference_metadata_utils.py`.
### Usage
```go
metadataSvc.EnrichChunksWithDocMetadata(chunks, tenantID, metadataFields)
```
### Changes
- **`service/metadata.go`**: Added `EnrichChunksWithDocMetadata` method
- **`service/enrich_metadata_test.go`** (new): 7 test cases
### Algorithm
1. Collect unique `(kb_id, doc_id)` pairs from chunks
2. Fetch metadata from ES via `SearchMetadata(kbID, tenantID, docIDs)`
3. Attach `document_metadata` field to each matching chunk
4. Optionally filter to specified `metadataFields`
### Testing
All 7 tests pass:
```
=== RUN TestEnrichChunksWithDocMetadata_NoChunks --- PASS
=== RUN TestEnrichChunksWithDocMetadata_EmptyChunks --- PASS
=== RUN TestEnrichChunksWithDocMetadata_EmptyDocID --- PASS
=== RUN TestEnrichChunksWithDocMetadata_DuplicateDocIDs --- PASS
=== RUN TestEnrichChunksWithDocMetadata_MultipleKBs --- PASS
=== RUN TestEnrichChunksWithDocMetadata_WithMetadataFields --- PASS
=== RUN TestEnrichChunksWithDocMetadata_MixedFields --- PASS
```
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---------
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
## Summary
Port the canvas-template catalogue endpoint to the Go API server. Listed
in the Go-API port checklist of #15240.
Mirrors `list_agent_template` in `api/apps/restful_apis/agent_api.py`:
returns every row from the `canvas_template` table so that the UI can
render the template gallery on the New-Agent screen.
## What
- `internal/dao/canvas_template.go` — new `CanvasTemplateDAO.GetAll()`
ordered by `create_time desc` (newest templates first).
- `internal/service/agent.go` — wire the new DAO into `AgentService` and
expose `ListTemplates() ([]*entity.CanvasTemplate, error)`.
- `internal/handler/agent.go` — new `AgentHandler.ListTemplates` HTTP
handler (auth-gated, mirrors Python `@login_required`).
- `internal/router/router.go` — `agents.GET("/templates",
r.agentHandler.ListTemplates)` registered alongside the existing `GET
/agents`.
- `internal/handler/agent_test.go` — three new tests covering: success
path, empty-list → JSON array (not `null`), and the auth gate.
## Notes
- `CanvasTemplate` entity, GORM tags, and DB migration already exist in
`internal/entity/canvas.go` and `internal/dao/database.go` — no schema
change required.
- The handler coerces a `nil` slice to `[]*entity.CanvasTemplate{}` so
the JSON payload is always an array (the frontend does `data.map(...)`
on it).
## Test plan
- [x] `go vet ./internal/handler ./internal/service ./internal/dao
./internal/router` clean
- [x] Three unit tests added; existing `TestListAgents_Success`
untouched
- [ ] CI runs `go test ./internal/handler` with cgo binding linked
## Related
- Tracker: #15240
QueryRewrite prompt builder and response parser. Zero external
dependencies.
### Functions
- `BuildQueryRewritePrompt`: Renders `minirag_query2kwd` prompt with
query and type pool
- `ParseQueryRewriteResponse`: Parses LLM JSON response with fallback
for markdown and extra text
### Testing
```
=== RUN TestBuildQueryRewritePrompt --- PASS
=== RUN TestParseQueryRewriteResponse_ValidJSON --- PASS
=== RUN TestParseQueryRewriteResponse_MarkdownBlock --- PASS
=== RUN TestParseQueryRewriteResponse_ExtraText --- PASS
=== RUN TestParseQueryRewriteResponse_Invalid --- PASS
=== RUN TestParseQueryRewriteResponse_EmptyEntities --- PASS
```
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
Add `ResolveReferenceMetadata` to parse `include_metadata` /
`metadata_fields` from request and config payloads.
### Changes
- **New**: `internal/common/reference_metadata.go` — pure function, zero
dependencies
- **New**: `internal/common/reference_metadata_test.go` — 8 test cases
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
## Summary
Change `GetFlattedMetaByKBs` return type from `map[string]interface{}`
to strongly-typed `common.MetaData`.
**Depends on**: #15648 (provides `MetaData`, `MetaValueDocs` types)
### Changes
- `service/metadata.go`: Changed return type, removed type assertions
- `service/metadata_filter.go`: Updated all metadata function signatures
- `service/metadata_filter_test.go` (new): 12 test cases
### Bug fix
`applySingleCondition` used `.([]interface{})` assertions on `[]string`
data, silently breaking operators like `!=`, `contains`, `start with`,
etc.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---------
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
## Summary
`DocumentDAO.GetByIDs()` generated `WHERE id IN ()` for empty/nil ID
slices, which is invalid SQL and would fail on most databases. This PR
adds a nil guard and comprehensive tests.
### Changes
- **Modified**: `internal/dao/document.go` — Added `len(ids) == 0` guard
to `GetByIDs`
- **New**: `internal/dao/document_test.go` — 4 test cases covering
success, empty IDs, nil IDs, and no-match
### Testing
```
=== RUN TestDocumentGetByIDs_Success --- PASS
=== RUN TestDocumentGetByIDs_EmptyIDs --- PASS
=== RUN TestDocumentGetByIDs_NilIDs --- PASS
=== RUN TestDocumentGetByIDs_NoMatch --- PASS
```
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
## Summary
Migrate the metadata filtering utilities `meta_filter` and
`convert_conditions` from `common/metadata_utils.py` to Go as pure
functions with zero external dependencies.
These functions are used by `dify/retrieval`, `openai/chat/completions`,
`document_api`, and `chunk_api` for filtering documents by metadata
conditions.
### Changes
- **New**: `internal/common/metadata_utils.go` — `ConvertConditions()`
and `MetaFilter()` with full operator support
- **New**: `internal/common/metadata_utils_test.go` — 18 test cases
covering all operators and edge cases
### Supported Operators
`=`, `≠`, `>`, `<`, `≥`, `≤`, `contains`, `not contains`, `in`, `not
in`, `start with`, `end with`, `empty`, `not empty`
### Design
- Numeric comparison via `strconv.ParseFloat`
- Date comparison via YYYY-MM-DD format detection
- Case-insensitive string comparison fallback
- `and` / `or` logic support for multiple conditions
- Zero external dependencies — pure functions only
## Summary
Implement the `GET /api/v1/agents/<agent_id>/versions/<version_id>`
endpoint in Go, returning full version details including DSL.
Depends on #15629 which introduced the version list endpoint and
`UserCanvasVersionDAO` infrastructure.
### Changes
- **Modified**: `internal/handler/agent.go` — Added `GetAgentVersion`
handler with auth check and ownership verification
- **Modified**: `internal/router/router.go` — Registered `GET
/:agent_id/versions/:version_id` route
- **New/Modified tests**: Service and handler tests for the version
detail endpoint
### Testing
```
=== RUN TestGetVersion_Success --- PASS
=== RUN TestGetVersion_WrongCanvas --- PASS
=== RUN TestGetVersion_NotFound --- PASS
=== RUN TestGetAgentVersionHandler_Success --- PASS
=== RUN TestGetAgentVersionHandler_VersionNotFound --- PASS
```
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---------
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
### What problem does this PR solve?
The following API is available in go
> /api/v1/connectors/google/oauth/web/start POST
> /api/v1/connectors/gmail/oauth/web/callback GET
> /api/v1/connectors/google-drive/oauth/web/callback GET
> /api/v1/connectors/google/oauth/web/result POST
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Adds a shared safe default implementation for unsupported Go
model-driver capability methods and migrates the confirmed panic-stub
providers to use it.
The Go `ModelDriver` interface requires providers to implement many
capability methods even when the provider does not support them. XunFei
had unsupported capability methods implemented as `panic("implement
me")`, Mistral still had a panic in `ParseFile`, and HuaweiCloud carried
an unreachable `panic("implement me")` after a normal chat return.
### Type of change
- [x] Refactoring
Co-authored-by: Haruko386 <tryeverypossible@163.com>
### What problem does this PR solve?
1. Add license announcement
2. Add sanity check on API config
3. Add base class: BaseModel
4. Add GetBaseURL
### Type of change
- [x] Refactoring
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
## What
#15240
implementation for PUT /api/v1/mcp/servers/:mcp_id
## Changes
- Adds the Go implementation for `PUT /api/v1/mcp/servers/:mcp_id`.
- Wires MCP service and handler into the Go server/router for the update
route.
- Preserves Python-style behavior for ownership checks, partial update
fields, MCP type/name/URL validation, `headers`/`variables`
normalization, and tool metadata scrubbing.
### What problem does this PR solve?
Closes#15379
Around 29 Go model providers in `internal/entity/models/` share an
`http.Client` configured with `Timeout: 120 * time.Second`, and reuse
that same client for `ChatStreamlyWithSender`. Go's
`http.Client.Timeout` is a hard ceiling on the whole request that also
covers reading the response body, so it behaves as a wall clock on
streaming. Any streamed chat response that lasts longer than 120 seconds
gets cut off in the middle with a timeout error. Long generations,
reasoning model outputs, and slow or overloaded upstreams are the common
victims.
The providers that already behave correctly (`groq`, `mistral`,
`voyage`, `anthropic`) set no client `Timeout` and instead wrap each
request in a `context.WithTimeout`. This change converges the affected
providers onto that same pattern.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Co-authored-by: Jin Hai <haijin.chn@gmail.com>
## Summary
- Harden `NewN1NModel` to avoid panics when `http.DefaultTransport` is a
custom non-`*http.Transport` RoundTripper.
- Fallback to a safe transport (`ProxyFromEnvironment`) while preserving
existing pooling/timeout settings.
- Add `n1n_test.go` with coverage for name/factory plus
`TestN1NNewModelWithCustomDefaultTransport`.
Co-authored-by: Cursor <cursoragent@cursor.com>
### What problem does this PR solve?
This PR aligns `POST /api/v1/system/tokens` in Go with the Python
implementation.
### Type of change
- Keep the token creation flow under the system API route.
- Preserve the owner-tenant authorization check.
- Generate and persist API tokens consistently with the current Go
service flow.
- Return the created token payload in the standard API response format.
Co-authored-by: Jin Hai <haijin.chn@gmail.com>
### What problem does this PR solve?
Fix:
- Use @ to avoid split by `_` in model_name.
- Verify api_key when add instance.
- Pop api_key in list intances response.
- Remove useless index.
- Sort providers, instances and models by name.
- Get `is_tools` from llm_factories.json
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
implement /api/v1/datasets/<dataset_id>/metadata/config
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
## What
#15240
Implements `GET /api/v1/mcp/servers` in the Go API server.
## Changes
- Added MCP server DAO list query with tenant scoping.
- Added MCP service response wrapper.
- Added MCP handler for list request parsing and response formatting.
- Wired `GET /api/v1/mcp/servers` under authenticated `/api/v1` routes.
- Initialized MCP service and handler in the Go server startup.
- update_time and update_date now both map to update_date
- create_time and create_date now both map to create_date
- default ordering now returns create_date
## API Behavior
Matches the Python endpoint behavior:
- Requires authenticated user.
- Lists MCP servers for the current user tenant.
- Supports `keywords`.
- Supports `mcp_id` and repeated/comma-separated `mcp_ids`.
- Supports `page`, `page_size`, `orderby`, and `desc`.
- Returns:
```json
{
"code": 0,
"message": "success",
"data": {
"mcp_servers": [],
"total": 0
}
}
```
## Summary
- Add custom `base_url` support to the Google Go model driver.
- Preserve Google URL suffix configuration when creating custom base URL
driver instances.
- Validate Google chat/stream request inputs before constructing the SDK
client.
- Cover Google model listing, connection checks, base URL resolution,
and request validation with focused tests.
## What changed
- `GoogleModel.NewInstance` now returns a Google driver configured with
the supplied base URL map.
- Google SDK client creation now resolves configured base URLs through
`genai.HTTPOptions.BaseURL`.
- Base URL lookup supports configured regions, empty-region keys, and
`default` fallback.
- Google chat, streaming chat, embeddings, and model listing now reject
blank API keys before creating SDK clients.
- Google chat and streaming chat now reject blank model names locally,
and streaming chat rejects a nil sender.
- Existing message handling, embeddings, pagination, and provider errors
are preserved.
## Why
Google custom model instances could not use configured base URLs because
`NewInstance` returned `nil` and the SDK client path ignored the driver
base URL map. The request validation keeps invalid Google calls from
reaching SDK client construction with blank credentials or incomplete
chat inputs.
### What problem does this PR solve?
Part of the Python → Go API server rewrite tracked in #15240 (Dataset
ingestion section). This PR implements the three dataset ingestion
endpoints in the Go API server, mirroring the existing Python
`dataset_api_service` behaviour:
- `GET /api/v1/datasets/<dataset_id>/ingestions/summary`
- `GET /api/v1/datasets/<dataset_id>/ingestions`
- `GET /api/v1/datasets/<dataset_id>/ingestions/<log_id>`
### Type of change
- [x] Refactoring
- [x] New Feature (non-breaking change which adds functionality)
Co-authored-by: sxxtony <sxxtony@users.noreply.github.com>
### What problem does this PR solve?
The Go GPUStack driver returned a stub error for `Embed()` even though
GPUStack exposes OpenAI-compatible embeddings on the **v1-openai** route
(not `v1/embeddings`).
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
As title
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality
### What problem does this PR solve?
This PR updates `SystemService.ListAPITokens` to lazily backfill missing
`beta` values for API tokens, matching the Python behavior of
`/api/v1/system/tokens`.
### Type of change
- When an API token has an empty `beta`, generate a new one.
- Persist the generated `beta` back to the `api_token` table.
- Keep the handler/routing unchanged.
- `GET /api/v1/system/tokens` now returns tokens with `beta` filled in
for older records that were missing it.
- This aligns Go behavior with the Python implementation.
## Summary
- Validate Hunyuan embedding model name and API key before building
requests.
- Reuse region-aware base URL validation for embedding requests.
- Replace the stale unsupported Embed test with happy-path and
validation coverage.
## What changed
- Added early Hunyuan Embed validation for missing model names and API
keys.
- Routed Embed through the same base URL region guard used by the other
Hunyuan methods.
- Updated Hunyuan tests to configure the embedding suffix and cover
Embed success plus invalid inputs.
## Why
Hunyuan Embed is implemented, but the existing test still expected it to
be unsupported and could panic before returning a normal validation
error. This keeps the implemented embedding path aligned with the
current driver behavior and prevents nil input panics.
Closes#15087
Refs #14736
