### Summary
We have updated our model driver to work with go.
It is based on OpenAI-API-Compatible model provider.
Draft
#15519
Our old model provider
#13425
## Summary
- return the input form collected by
`DataOperationsComponent.GetInputForm`
- add a regression test covering system variables, component outputs,
and duplicate references
### Summary
Adds FunASR as a self-hosted speech-to-text provider through its
OpenAI-compatible `/v1/audio/transcriptions` endpoint.
This is a focused replacement for #15526 by @Rene0422 and relates to
#15448. The unrelated Markdown parser changes from the previous branch
are intentionally removed so this PR contains only the FunASR provider
integration.
- register FunASR as a `SPEECH2TEXT` factory;
- add `FunASRSeq2txt` with `sensevoice` and `http://localhost:8000/v1`
defaults, an optional API key, URL normalization, and inherited
transcription handling;
- wire FunASR into the current local-provider schema with a prefilled
local URL and official documentation link;
- discover the server's `/v1/models` dynamically and expose every
returned model as speech-to-text in the model picker;
- use RAGFlow's existing default provider icon fallback instead of
referencing a missing `funasr` asset;
- list FunASR in the supported-provider documentation;
- add focused backend and frontend regression tests.
### Validation
- focused backend pytest suite -> `7 passed`
- real CPU `funasr-server` + RAGFlow provider smoke test -> discovered
`fun-asr-nano`, `sensevoice`, and `paraformer`; transcribed a real WAV
as `我现在在录一段测试音频` (`10` tokens, `0.504s`)
- `ruff check` and `ruff format --check` on the changed Python files
- `python3 -m py_compile` on the provider and its test
- JSON parse and a semantic assertion for exactly one enabled FunASR
`SPEECH2TEXT` factory
- focused frontend Jest test -> `2 passed`
- ESLint and Prettier on all changed TypeScript files
- `npm run build` -> production build succeeded (`14,181` modules
transformed)
- `git diff --check`
### Deployment
Run FunASR separately and point the RAGFlow provider at it:
```bash
pip install funasr
funasr-server --device cuda --model sensevoice
```
The API key remains optional because the stock local server does not
require authentication. A key can still be supplied when the endpoint is
protected by a gateway.
---------
Signed-off-by: LauraGPT <LauraGPT@users.noreply.github.com>
Co-authored-by: LauraGPT <LauraGPT@users.noreply.github.com>
### What problem does this PR solve?
Improve concurrency in the knowledge compilation pipeline:
- Run Compile LLM requests concurrently while preserving ordered
commits.
- Run merge flush tasks concurrently while keeping ES writes ordered.
- Improve concurrency for local deduplication, chain validation, and ES
deduplication.
- Remove temporary debugging instrumentation and unused timing
variables.
### Type of change
- [x] Refactor (no functional change)
### What problem does this PR solve?
Setting a password from the admin panel for an SSO-provisioned account
(OIDC/OAuth/GitHub) returns a **500** with:
```
'NoneType' object has no attribute 'split'
```
**Root cause** — SSO-provisioned accounts have no local password, so
`usr.password` is `None` (the `User.password` column is `null=True`). In
`UserMgr.update_user_password` (`admin/server/services.py`), the "same
password" optimization calls:
```python
if check_password_hash(usr.password, psw):
```
`werkzeug.security.check_password_hash(None, psw)` internally does
`pwhash.split("$")`, which raises `AttributeError: 'NoneType' object has
no attribute 'split'` → surfaced as a 500.
**Repro**
1. Configure an SSO channel (OIDC/OAuth) under `oauth` in the service
config.
2. Log in once via SSO so the account is auto-provisioned (created
without a local password).
3. In the admin panel, set/change that user's password.
4. → 500 `'NoneType' object has no attribute 'split'`.
**Fix** — guard the equality check with `usr.password`. A passwordless
(SSO) user skips the comparison and goes straight to setting the new
password, which is the desired behavior (it gives them a password
fallback in addition to SSO).
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
### Summary
1. Add hooks for server init
2. Add hooks for router init
3. Add jaeger and otel related config
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
### Summary
- Preserve an explicitly enabled `temperature=0` in the Agent LLM
configuration.
- Continue excluding invalid negative temperature values.
- Add a focused regression test to the existing Agent LLM test file.
Fixes#16683
