When the knowledge base uses Ollama embedding to generate vectors, it causes Ollama to crash. #10716

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opened 2026-02-21 18:50:18 -05:00 by yindo · 0 comments

yindo commented 2026-02-21 18:50:18 -05:00

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Originally created by @crazythinking on GitHub (Mar 12, 2025).

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Dify version

1.0.0

Cloud or Self Hosted

Self Hosted (Docker)

Steps to reproduce

When the knowledge base uses Ollama embedding to generate vectors, it causes Ollama to crash. operator as follow img:

✔️ Expected Behavior

No response

❌ Actual Behavior

error logs as follows：
`

docker-plugin_daemon-1  | [GIN] 2025/03/13 - 01:48:51 | 200 |  1.392324735s |    192.168.48.9 | POST     "/plugin/9e3d2f24-b1a2-4d4a-93ac-92ab508f4517/dispatch/text_embedding/invoke"
docker-plugin_daemon-1  | [GIN] 2025/03/13 - 01:48:51 | 200 |  1.502842951s |    192.168.48.9 | POST     "/plugin/9e3d2f24-b1a2-4d4a-93ac-92ab508f4517/dispatch/text_embedding/invoke"
docker-plugin_daemon-1  | [GIN] 2025/03/13 - 01:48:51 | 200 |   1.41124396s |    192.168.48.9 | POST     "/plugin/9e3d2f24-b1a2-4d4a-93ac-92ab508f4517/dispatch/text_embedding/invoke"
docker-plugin_daemon-1  | [GIN] 2025/03/13 - 01:48:51 | 200 |   1.43269332s |    192.168.48.9 | POST     "/plugin/9e3d2f24-b1a2-4d4a-93ac-92ab508f4517/dispatch/text_embedding/invoke"
docker-plugin_daemon-1  | [GIN] 2025/03/13 - 01:48:51 | 200 |  1.421329705s |    192.168.48.9 | POST     "/plugin/9e3d2f24-b1a2-4d4a-93ac-92ab508f4517/dispatch/text_embedding/invoke"
docker-plugin_daemon-1  | [GIN] 2025/03/13 - 01:48:51 | 200 |  1.410274884s |    192.168.48.9 | POST     "/plugin/9e3d2f24-b1a2-4d4a-93ac-92ab508f4517/dispatch/text_embedding/invoke"
docker-plugin_daemon-1  | [GIN] 2025/03/13 - 01:48:51 | 200 |  1.412063739s |    192.168.48.9 | POST     "/plugin/9e3d2f24-b1a2-4d4a-93ac-92ab508f4517/dispatch/text_embedding/invoke"
docker-plugin_daemon-1  | [GIN] 2025/03/13 - 01:48:51 | 200 |  1.410747272s |    192.168.48.9 | POST     "/plugin/9e3d2f24-b1a2-4d4a-93ac-92ab508f4517/dispatch/text_embedding/invoke"
docker-plugin_daemon-1  | [GIN] 2025/03/13 - 01:48:51 | 200 |  1.411868744s |    192.168.48.9 | POST     "/plugin/9e3d2f24-b1a2-4d4a-93ac-92ab508f4517/dispatch/text_embedding/invoke"
docker-plugin_daemon-1  | [GIN] 2025/03/13 - 01:48:51 | 200 |  1.422839868s |    192.168.48.9 | POST     "/plugin/9e3d2f24-b1a2-4d4a-93ac-92ab508f4517/dispatch/text_embedding/invoke"
docker-worker-1         | 2025-03-13 01:48:51.463 ERROR [ThreadPoolExecutor-37_0] [cached_embedding.py:98] - Failed to embed documents: %s
docker-worker-1         | Traceback (most recent call last):
docker-worker-1         |   File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents
docker-worker-1         |     embedding_result = self._model_instance.invoke_text_embedding(
docker-worker-1         |                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding
docker-worker-1         |     self._round_robin_invoke(
docker-worker-1         |   File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke
docker-worker-1         |     return function(*args, **kwargs)
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke
docker-worker-1         |     raise self._transform_invoke_error(e)
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke
docker-worker-1         |     return plugin_model_manager.invoke_text_embedding(
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding
docker-worker-1         |     for resp in response:
docker-worker-1         |                 ^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream
docker-worker-1         |     self._handle_plugin_daemon_error(error.error_type, error.message)
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error
docker-worker-1         |     raise InvokeServerUnavailableError(description=args.get("description"))
docker-worker-1         | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response'))
docker-worker-1         | 2025-03-13 01:48:51.464 ERROR [ThreadPoolExecutor-37_5] [cached_embedding.py:98] - Failed to embed documents: %s
docker-worker-1         | Traceback (most recent call last):
docker-worker-1         |   File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents
docker-worker-1         |     embedding_result = self._model_instance.invoke_text_embedding(
docker-worker-1         |                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding
docker-worker-1         |     self._round_robin_invoke(
docker-worker-1         |   File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke
docker-worker-1         |     return function(*args, **kwargs)
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke
docker-worker-1         |     raise self._transform_invoke_error(e)
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke
docker-worker-1         |     return plugin_model_manager.invoke_text_embedding(
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding
docker-worker-1         |     for resp in response:
docker-worker-1         |                 ^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream
docker-worker-1         |     self._handle_plugin_daemon_error(error.error_type, error.message)
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error
docker-worker-1         |     raise InvokeServerUnavailableError(description=args.get("description"))
docker-worker-1         | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response'))
docker-worker-1         | 2025-03-13 01:48:51.465 ERROR [ThreadPoolExecutor-37_3] [cached_embedding.py:98] - Failed to embed documents: %s
docker-worker-1         | Traceback (most recent call last):
docker-worker-1         |   File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents
docker-worker-1         |     embedding_result = self._model_instance.invoke_text_embedding(
docker-worker-1         |                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding
docker-worker-1         |     self._round_robin_invoke(
docker-worker-1         |   File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke
docker-worker-1         |     return function(*args, **kwargs)
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke
docker-worker-1         |     raise self._transform_invoke_error(e)
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke
docker-worker-1         |     return plugin_model_manager.invoke_text_embedding(
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding
docker-worker-1         |     for resp in response:
docker-worker-1         |                 ^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream
docker-worker-1         |     self._handle_plugin_daemon_error(error.error_type, error.message)
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error
docker-worker-1         |     raise InvokeServerUnavailableError(description=args.get("description"))
docker-worker-1         | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response'))
docker-worker-1         | 2025-03-13 01:48:51.466 ERROR [ThreadPoolExecutor-37_7] [cached_embedding.py:98] - Failed to embed documents: %s
docker-worker-1         | Traceback (most recent call last):
docker-worker-1         |   File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents
docker-worker-1         |     embedding_result = self._model_instance.invoke_text_embedding(
docker-worker-1         |                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding
docker-worker-1         |     self._round_robin_invoke(
docker-worker-1         |   File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke
docker-worker-1         |     return function(*args, **kwargs)
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke
docker-worker-1         |     raise self._transform_invoke_error(e)
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke
docker-worker-1         |     return plugin_model_manager.invoke_text_embedding(
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding
docker-worker-1         |     for resp in response:
docker-worker-1         |                 ^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream
docker-worker-1         |     self._handle_plugin_daemon_error(error.error_type, error.message)
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error
docker-worker-1         |     raise InvokeServerUnavailableError(description=args.get("description"))
docker-worker-1         | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response'))
docker-worker-1         | 2025-03-13 01:48:51.467 ERROR [ThreadPoolExecutor-37_6] [cached_embedding.py:98] - Failed to embed documents: %s
docker-worker-1         | Traceback (most recent call last):
docker-worker-1         |   File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents
docker-worker-1         |     embedding_result = self._model_instance.invoke_text_embedding(
docker-worker-1         |                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding
docker-worker-1         |     self._round_robin_invoke(
docker-worker-1         |   File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke
docker-worker-1         |     return function(*args, **kwargs)
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke
docker-worker-1         |     raise self._transform_invoke_error(e)
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke
docker-worker-1         |     return plugin_model_manager.invoke_text_embedding(
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding
docker-worker-1         |     for resp in response:
docker-worker-1         |                 ^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream
docker-worker-1         |     self._handle_plugin_daemon_error(error.error_type, error.message)
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error
docker-worker-1         |     raise InvokeServerUnavailableError(description=args.get("description"))
docker-worker-1         | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response'))
docker-worker-1         | 2025-03-13 01:48:51.468 ERROR [ThreadPoolExecutor-37_8] [cached_embedding.py:98] - Failed to embed documents: %s
docker-worker-1         | Traceback (most recent call last):
docker-worker-1         |   File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents
docker-worker-1         |     embedding_result = self._model_instance.invoke_text_embedding(
docker-worker-1         |                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding
docker-worker-1         |     self._round_robin_invoke(
docker-worker-1         |   File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke
docker-worker-1         |     return function(*args, **kwargs)
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke
docker-worker-1         |     raise self._transform_invoke_error(e)
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke
docker-worker-1         |     return plugin_model_manager.invoke_text_embedding(
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding
docker-worker-1         |     for resp in response:
docker-worker-1         |                 ^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream
docker-worker-1         |     self._handle_plugin_daemon_error(error.error_type, error.message)
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error
docker-worker-1         |     raise InvokeServerUnavailableError(description=args.get("description"))
docker-worker-1         | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response'))
docker-worker-1         | 2025-03-13 01:48:51.469 ERROR [ThreadPoolExecutor-37_2] [cached_embedding.py:98] - Failed to embed documents: %s
docker-worker-1         | Traceback (most recent call last):
docker-worker-1         |   File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents
docker-worker-1         |     embedding_result = self._model_instance.invoke_text_embedding(
docker-worker-1         |                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding
docker-worker-1         |     self._round_robin_invoke(
docker-worker-1         |   File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke
docker-worker-1         |     return function(*args, **kwargs)
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke
docker-worker-1         |     raise self._transform_invoke_error(e)
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke
docker-worker-1         |     return plugin_model_manager.invoke_text_embedding(
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding
docker-worker-1         |     for resp in response:
docker-worker-1         |                 ^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream
docker-worker-1         |     self._handle_plugin_daemon_error(error.error_type, error.message)
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error
docker-worker-1         |     raise InvokeServerUnavailableError(description=args.get("description"))
docker-worker-1         | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response'))
docker-worker-1         | 2025-03-13 01:48:51.470 ERROR [ThreadPoolExecutor-37_9] [cached_embedding.py:98] - Failed to embed documents: %s
docker-worker-1         | Traceback (most recent call last):
docker-worker-1         |   File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents
docker-worker-1         |     embedding_result = self._model_instance.invoke_text_embedding(
docker-worker-1         |                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding
docker-worker-1         |     self._round_robin_invoke(
docker-worker-1         |   File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke
docker-worker-1         |     return function(*args, **kwargs)
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke
docker-worker-1         |     raise self._transform_invoke_error(e)
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke
docker-worker-1         |     return plugin_model_manager.invoke_text_embedding(
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding
docker-worker-1         |     for resp in response:
docker-worker-1         |                 ^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream
docker-worker-1         |     self._handle_plugin_daemon_error(error.error_type, error.message)
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error
docker-worker-1         |     raise InvokeServerUnavailableError(description=args.get("description"))
docker-worker-1         | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response'))
docker-worker-1         | 2025-03-13 01:48:51.471 ERROR [ThreadPoolExecutor-37_1] [cached_embedding.py:98] - Failed to embed documents: %s
docker-worker-1         | Traceback (most recent call last):
docker-worker-1         |   File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents
docker-worker-1         |     embedding_result = self._model_instance.invoke_text_embedding(
docker-worker-1         |                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding
docker-worker-1         |     self._round_robin_invoke(
docker-worker-1         |   File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke
docker-worker-1         |     return function(*args, **kwargs)
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke
docker-worker-1         |     raise self._transform_invoke_error(e)
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke
docker-worker-1         |     return plugin_model_manager.invoke_text_embedding(
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding
docker-worker-1         |     for resp in response:
docker-worker-1         |                 ^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream
docker-worker-1         |     self._handle_plugin_daemon_error(error.error_type, error.message)
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error
docker-worker-1         |     raise InvokeServerUnavailableError(description=args.get("description"))
docker-worker-1         | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response'))
docker-worker-1         | 2025-03-13 01:48:51.474 ERROR [ThreadPoolExecutor-37_4] [cached_embedding.py:98] - Failed to embed documents: %s
docker-worker-1         | Traceback (most recent call last):
docker-worker-1         |   File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents
docker-worker-1         |     embedding_result = self._model_instance.invoke_text_embedding(
docker-worker-1         |                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding
docker-worker-1         |     self._round_robin_invoke(
docker-worker-1         |   File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke
docker-worker-1         |     return function(*args, **kwargs)
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke
docker-worker-1         |     raise self._transform_invoke_error(e)
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke
docker-worker-1         |     return plugin_model_manager.invoke_text_embedding(
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding
docker-worker-1         |     for resp in response:
docker-worker-1         |                 ^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream
docker-worker-1         |     self._handle_plugin_daemon_error(error.error_type, error.message)
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error
docker-worker-1         |     raise InvokeServerUnavailableError(description=args.get("description"))
docker-worker-1         | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response'))
docker-worker-1         | 2025-03-13 01:48:51.474 ERROR [Dummy-32] [indexing_runner.py:96] - consume document failed
docker-worker-1         | Traceback (most recent call last):
docker-worker-1         |   File "/app/api/core/indexing_runner.py", line 80, in run
docker-worker-1         |     self._load(
docker-worker-1         |   File "/app/api/core/indexing_runner.py", line 570, in _load
docker-worker-1         |     tokens += future.result()
docker-worker-1         |               ^^^^^^^^^^^^^^^
docker-worker-1         |   File "/usr/local/lib/python3.12/concurrent/futures/_base.py", line 456, in result
docker-worker-1         |     return self.__get_result()
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/usr/local/lib/python3.12/concurrent/futures/_base.py", line 401, in __get_result
docker-worker-1         |     raise self._exception
docker-worker-1         |   File "/usr/local/lib/python3.12/concurrent/futures/thread.py", line 59, in run
docker-worker-1         |     result = self.fn(*self.args, **self.kwargs)
docker-worker-1         |              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/indexing_runner.py", line 625, in _process_chunk
docker-worker-1         |     index_processor.load(dataset, chunk_documents, with_keywords=False)
docker-worker-1         |   File "/app/api/core/rag/index_processor/processor/paragraph_index_processor.py", line 78, in load
docker-worker-1         |     vector.create(documents)
docker-worker-1         |   File "/app/api/core/rag/datasource/vdb/vector_factory.py", line 156, in create
docker-worker-1         |     embeddings = self._embeddings.embed_documents([document.page_content for document in texts])
docker-worker-1         |                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/rag/embedding/cached_embedding.py", line 99, in embed_documents
docker-worker-1         |     raise ex
docker-worker-1         |   File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents
docker-worker-1         |     embedding_result = self._model_instance.invoke_text_embedding(
docker-worker-1         |                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding
docker-worker-1         |     self._round_robin_invoke(
docker-worker-1         |   File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke
docker-worker-1         |     return function(*args, **kwargs)
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke
docker-worker-1         |     raise self._transform_invoke_error(e)
docker-worker-1         |   File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke
docker-worker-1         |     return plugin_model_manager.invoke_text_embedding(
docker-worker-1         |            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding
docker-worker-1         |     for resp in response:
docker-worker-1         |                 ^^^^^^^^
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream
docker-worker-1         |     self._handle_plugin_daemon_error(error.error_type, error.message)
docker-worker-1         |   File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error
docker-worker-1         |     raise InvokeServerUnavailableError(description=args.get("description"))
docker-worker-1         | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response'))
docker-worker-1         | 2025-03-13 01:48:51.481 INFO [Dummy-32] [document_indexing_task.py:76] - Processed dataset: 25c00224-e521-480d-bd7d-ce10cf27d426 latency: 3.663817903958261
docker-worker-1         | 2025-03-13 01:48:51.501 INFO [Dummy-32] [trace.py:128] - Task tasks.document_indexing_task.document_indexing_task[116ac803-96a6-49ed-8db2-b838919218be] succeeded in 3.6831789190182462s: None

`
the log of ollama please see crash log ： ollamalog.txt

Originally created by @crazythinking on GitHub (Mar 12, 2025). ### Self Checks - [x] This is only for bug report, if you would like to ask a question, please head to [Discussions](https://github.com/langgenius/dify/discussions/categories/general). - [x] I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones. - [x] I confirm that I am using English to submit this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)). - [x] [FOR CHINESE USERS] 请务必使用英文提交 Issue，否则会被关闭。谢谢！:） - [x] Please do not modify this template :) and fill in all the required fields. ### Dify version 1.0.0 ### Cloud or Self Hosted Self Hosted (Docker) ### Steps to reproduce When the knowledge base uses Ollama embedding to generate vectors, it causes Ollama to crash. operator as follow img:  ### ✔️ Expected Behavior _No response_ ### ❌ Actual Behavior error logs as follows： ` ``` docker-plugin_daemon-1 | [GIN] 2025/03/13 - 01:48:51 | 200 | 1.392324735s | 192.168.48.9 | POST "/plugin/9e3d2f24-b1a2-4d4a-93ac-92ab508f4517/dispatch/text_embedding/invoke" docker-plugin_daemon-1 | [GIN] 2025/03/13 - 01:48:51 | 200 | 1.502842951s | 192.168.48.9 | POST "/plugin/9e3d2f24-b1a2-4d4a-93ac-92ab508f4517/dispatch/text_embedding/invoke" docker-plugin_daemon-1 | [GIN] 2025/03/13 - 01:48:51 | 200 | 1.41124396s | 192.168.48.9 | POST "/plugin/9e3d2f24-b1a2-4d4a-93ac-92ab508f4517/dispatch/text_embedding/invoke" docker-plugin_daemon-1 | [GIN] 2025/03/13 - 01:48:51 | 200 | 1.43269332s | 192.168.48.9 | POST "/plugin/9e3d2f24-b1a2-4d4a-93ac-92ab508f4517/dispatch/text_embedding/invoke" docker-plugin_daemon-1 | [GIN] 2025/03/13 - 01:48:51 | 200 | 1.421329705s | 192.168.48.9 | POST "/plugin/9e3d2f24-b1a2-4d4a-93ac-92ab508f4517/dispatch/text_embedding/invoke" docker-plugin_daemon-1 | [GIN] 2025/03/13 - 01:48:51 | 200 | 1.410274884s | 192.168.48.9 | POST "/plugin/9e3d2f24-b1a2-4d4a-93ac-92ab508f4517/dispatch/text_embedding/invoke" docker-plugin_daemon-1 | [GIN] 2025/03/13 - 01:48:51 | 200 | 1.412063739s | 192.168.48.9 | POST "/plugin/9e3d2f24-b1a2-4d4a-93ac-92ab508f4517/dispatch/text_embedding/invoke" docker-plugin_daemon-1 | [GIN] 2025/03/13 - 01:48:51 | 200 | 1.410747272s | 192.168.48.9 | POST "/plugin/9e3d2f24-b1a2-4d4a-93ac-92ab508f4517/dispatch/text_embedding/invoke" docker-plugin_daemon-1 | [GIN] 2025/03/13 - 01:48:51 | 200 | 1.411868744s | 192.168.48.9 | POST "/plugin/9e3d2f24-b1a2-4d4a-93ac-92ab508f4517/dispatch/text_embedding/invoke" docker-plugin_daemon-1 | [GIN] 2025/03/13 - 01:48:51 | 200 | 1.422839868s | 192.168.48.9 | POST "/plugin/9e3d2f24-b1a2-4d4a-93ac-92ab508f4517/dispatch/text_embedding/invoke" docker-worker-1 | 2025-03-13 01:48:51.463 ERROR [ThreadPoolExecutor-37_0] [cached_embedding.py:98] - Failed to embed documents: %s docker-worker-1 | Traceback (most recent call last): docker-worker-1 | File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents docker-worker-1 | embedding_result = self._model_instance.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding docker-worker-1 | self._round_robin_invoke( docker-worker-1 | File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke docker-worker-1 | return function(*args, **kwargs) docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke docker-worker-1 | raise self._transform_invoke_error(e) docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke docker-worker-1 | return plugin_model_manager.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding docker-worker-1 | for resp in response: docker-worker-1 | ^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream docker-worker-1 | self._handle_plugin_daemon_error(error.error_type, error.message) docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error docker-worker-1 | raise InvokeServerUnavailableError(description=args.get("description")) docker-worker-1 | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response')) docker-worker-1 | 2025-03-13 01:48:51.464 ERROR [ThreadPoolExecutor-37_5] [cached_embedding.py:98] - Failed to embed documents: %s docker-worker-1 | Traceback (most recent call last): docker-worker-1 | File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents docker-worker-1 | embedding_result = self._model_instance.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding docker-worker-1 | self._round_robin_invoke( docker-worker-1 | File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke docker-worker-1 | return function(*args, **kwargs) docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke docker-worker-1 | raise self._transform_invoke_error(e) docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke docker-worker-1 | return plugin_model_manager.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding docker-worker-1 | for resp in response: docker-worker-1 | ^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream docker-worker-1 | self._handle_plugin_daemon_error(error.error_type, error.message) docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error docker-worker-1 | raise InvokeServerUnavailableError(description=args.get("description")) docker-worker-1 | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response')) docker-worker-1 | 2025-03-13 01:48:51.465 ERROR [ThreadPoolExecutor-37_3] [cached_embedding.py:98] - Failed to embed documents: %s docker-worker-1 | Traceback (most recent call last): docker-worker-1 | File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents docker-worker-1 | embedding_result = self._model_instance.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding docker-worker-1 | self._round_robin_invoke( docker-worker-1 | File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke docker-worker-1 | return function(*args, **kwargs) docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke docker-worker-1 | raise self._transform_invoke_error(e) docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke docker-worker-1 | return plugin_model_manager.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding docker-worker-1 | for resp in response: docker-worker-1 | ^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream docker-worker-1 | self._handle_plugin_daemon_error(error.error_type, error.message) docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error docker-worker-1 | raise InvokeServerUnavailableError(description=args.get("description")) docker-worker-1 | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response')) docker-worker-1 | 2025-03-13 01:48:51.466 ERROR [ThreadPoolExecutor-37_7] [cached_embedding.py:98] - Failed to embed documents: %s docker-worker-1 | Traceback (most recent call last): docker-worker-1 | File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents docker-worker-1 | embedding_result = self._model_instance.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding docker-worker-1 | self._round_robin_invoke( docker-worker-1 | File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke docker-worker-1 | return function(*args, **kwargs) docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke docker-worker-1 | raise self._transform_invoke_error(e) docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke docker-worker-1 | return plugin_model_manager.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding docker-worker-1 | for resp in response: docker-worker-1 | ^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream docker-worker-1 | self._handle_plugin_daemon_error(error.error_type, error.message) docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error docker-worker-1 | raise InvokeServerUnavailableError(description=args.get("description")) docker-worker-1 | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response')) docker-worker-1 | 2025-03-13 01:48:51.467 ERROR [ThreadPoolExecutor-37_6] [cached_embedding.py:98] - Failed to embed documents: %s docker-worker-1 | Traceback (most recent call last): docker-worker-1 | File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents docker-worker-1 | embedding_result = self._model_instance.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding docker-worker-1 | self._round_robin_invoke( docker-worker-1 | File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke docker-worker-1 | return function(*args, **kwargs) docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke docker-worker-1 | raise self._transform_invoke_error(e) docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke docker-worker-1 | return plugin_model_manager.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding docker-worker-1 | for resp in response: docker-worker-1 | ^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream docker-worker-1 | self._handle_plugin_daemon_error(error.error_type, error.message) docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error docker-worker-1 | raise InvokeServerUnavailableError(description=args.get("description")) docker-worker-1 | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response')) docker-worker-1 | 2025-03-13 01:48:51.468 ERROR [ThreadPoolExecutor-37_8] [cached_embedding.py:98] - Failed to embed documents: %s docker-worker-1 | Traceback (most recent call last): docker-worker-1 | File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents docker-worker-1 | embedding_result = self._model_instance.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding docker-worker-1 | self._round_robin_invoke( docker-worker-1 | File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke docker-worker-1 | return function(*args, **kwargs) docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke docker-worker-1 | raise self._transform_invoke_error(e) docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke docker-worker-1 | return plugin_model_manager.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding docker-worker-1 | for resp in response: docker-worker-1 | ^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream docker-worker-1 | self._handle_plugin_daemon_error(error.error_type, error.message) docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error docker-worker-1 | raise InvokeServerUnavailableError(description=args.get("description")) docker-worker-1 | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response')) docker-worker-1 | 2025-03-13 01:48:51.469 ERROR [ThreadPoolExecutor-37_2] [cached_embedding.py:98] - Failed to embed documents: %s docker-worker-1 | Traceback (most recent call last): docker-worker-1 | File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents docker-worker-1 | embedding_result = self._model_instance.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding docker-worker-1 | self._round_robin_invoke( docker-worker-1 | File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke docker-worker-1 | return function(*args, **kwargs) docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke docker-worker-1 | raise self._transform_invoke_error(e) docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke docker-worker-1 | return plugin_model_manager.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding docker-worker-1 | for resp in response: docker-worker-1 | ^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream docker-worker-1 | self._handle_plugin_daemon_error(error.error_type, error.message) docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error docker-worker-1 | raise InvokeServerUnavailableError(description=args.get("description")) docker-worker-1 | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response')) docker-worker-1 | 2025-03-13 01:48:51.470 ERROR [ThreadPoolExecutor-37_9] [cached_embedding.py:98] - Failed to embed documents: %s docker-worker-1 | Traceback (most recent call last): docker-worker-1 | File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents docker-worker-1 | embedding_result = self._model_instance.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding docker-worker-1 | self._round_robin_invoke( docker-worker-1 | File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke docker-worker-1 | return function(*args, **kwargs) docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke docker-worker-1 | raise self._transform_invoke_error(e) docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke docker-worker-1 | return plugin_model_manager.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding docker-worker-1 | for resp in response: docker-worker-1 | ^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream docker-worker-1 | self._handle_plugin_daemon_error(error.error_type, error.message) docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error docker-worker-1 | raise InvokeServerUnavailableError(description=args.get("description")) docker-worker-1 | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response')) docker-worker-1 | 2025-03-13 01:48:51.471 ERROR [ThreadPoolExecutor-37_1] [cached_embedding.py:98] - Failed to embed documents: %s docker-worker-1 | Traceback (most recent call last): docker-worker-1 | File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents docker-worker-1 | embedding_result = self._model_instance.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding docker-worker-1 | self._round_robin_invoke( docker-worker-1 | File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke docker-worker-1 | return function(*args, **kwargs) docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke docker-worker-1 | raise self._transform_invoke_error(e) docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke docker-worker-1 | return plugin_model_manager.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding docker-worker-1 | for resp in response: docker-worker-1 | ^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream docker-worker-1 | self._handle_plugin_daemon_error(error.error_type, error.message) docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error docker-worker-1 | raise InvokeServerUnavailableError(description=args.get("description")) docker-worker-1 | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response')) docker-worker-1 | 2025-03-13 01:48:51.474 ERROR [ThreadPoolExecutor-37_4] [cached_embedding.py:98] - Failed to embed documents: %s docker-worker-1 | Traceback (most recent call last): docker-worker-1 | File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents docker-worker-1 | embedding_result = self._model_instance.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding docker-worker-1 | self._round_robin_invoke( docker-worker-1 | File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke docker-worker-1 | return function(*args, **kwargs) docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke docker-worker-1 | raise self._transform_invoke_error(e) docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke docker-worker-1 | return plugin_model_manager.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding docker-worker-1 | for resp in response: docker-worker-1 | ^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream docker-worker-1 | self._handle_plugin_daemon_error(error.error_type, error.message) docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error docker-worker-1 | raise InvokeServerUnavailableError(description=args.get("description")) docker-worker-1 | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response')) docker-worker-1 | 2025-03-13 01:48:51.474 ERROR [Dummy-32] [indexing_runner.py:96] - consume document failed docker-worker-1 | Traceback (most recent call last): docker-worker-1 | File "/app/api/core/indexing_runner.py", line 80, in run docker-worker-1 | self._load( docker-worker-1 | File "/app/api/core/indexing_runner.py", line 570, in _load docker-worker-1 | tokens += future.result() docker-worker-1 | ^^^^^^^^^^^^^^^ docker-worker-1 | File "/usr/local/lib/python3.12/concurrent/futures/_base.py", line 456, in result docker-worker-1 | return self.__get_result() docker-worker-1 | ^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/usr/local/lib/python3.12/concurrent/futures/_base.py", line 401, in __get_result docker-worker-1 | raise self._exception docker-worker-1 | File "/usr/local/lib/python3.12/concurrent/futures/thread.py", line 59, in run docker-worker-1 | result = self.fn(*self.args, **self.kwargs) docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/indexing_runner.py", line 625, in _process_chunk docker-worker-1 | index_processor.load(dataset, chunk_documents, with_keywords=False) docker-worker-1 | File "/app/api/core/rag/index_processor/processor/paragraph_index_processor.py", line 78, in load docker-worker-1 | vector.create(documents) docker-worker-1 | File "/app/api/core/rag/datasource/vdb/vector_factory.py", line 156, in create docker-worker-1 | embeddings = self._embeddings.embed_documents([document.page_content for document in texts]) docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/rag/embedding/cached_embedding.py", line 99, in embed_documents docker-worker-1 | raise ex docker-worker-1 | File "/app/api/core/rag/embedding/cached_embedding.py", line 61, in embed_documents docker-worker-1 | embedding_result = self._model_instance.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_manager.py", line 221, in invoke_text_embedding docker-worker-1 | self._round_robin_invoke( docker-worker-1 | File "/app/api/core/model_manager.py", line 370, in _round_robin_invoke docker-worker-1 | return function(*args, **kwargs) docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 53, in invoke docker-worker-1 | raise self._transform_invoke_error(e) docker-worker-1 | File "/app/api/core/model_runtime/model_providers/__base/text_embedding_model.py", line 42, in invoke docker-worker-1 | return plugin_model_manager.invoke_text_embedding( docker-worker-1 | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/model.py", line 273, in invoke_text_embedding docker-worker-1 | for resp in response: docker-worker-1 | ^^^^^^^^ docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 189, in _request_with_plugin_daemon_response_stream docker-worker-1 | self._handle_plugin_daemon_error(error.error_type, error.message) docker-worker-1 | File "/app/api/core/plugin/manager/base.py", line 217, in _handle_plugin_daemon_error docker-worker-1 | raise InvokeServerUnavailableError(description=args.get("description")) docker-worker-1 | core.model_runtime.errors.invoke.InvokeServerUnavailableError: [models] Server Unavailable Error, ('Connection aborted.', RemoteDisconnected('Remote end closed connection without response')) docker-worker-1 | 2025-03-13 01:48:51.481 INFO [Dummy-32] [document_indexing_task.py:76] - Processed dataset: 25c00224-e521-480d-bd7d-ce10cf27d426 latency: 3.663817903958261 docker-worker-1 | 2025-03-13 01:48:51.501 INFO [Dummy-32] [trace.py:128] - Task tasks.document_indexing_task.document_indexing_task[116ac803-96a6-49ed-8db2-b838919218be] succeeded in 3.6831789190182462s: None ``` ` the log of ollama please see crash log ： [ollamalog.txt](https://github.com/user-attachments/files/19220212/ollamalog.txt)

yindo added the 🐞 bug👻 feat:rag labels 2026-02-21 18:50:18 -05:00

yindo closed this issue 2026-02-21 18:50:18 -05:00

yindo referenced this issue 2026-02-21 20:40:30 -05:00

[PR #10716] feat(tool): fal ai wizper ASR built-in tool #26908

yindo referenced this issue 2026-02-21 20:40:34 -05:00

[PR #10805] chore: bump version to 0.11.2 #26945

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build/cus-1418-annotation-probe

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perf/optimize-markdown-renderer

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gareth/esq1-170-rbac-for-agent

yanli/refactor-sandbox-and-e2b

copilot/fix-security-issue

feat/ce-telemetry-dev

release/e-1.11.4

hotfix/cus-1422-enterprise-api-timeout

feat/fix-undefined-answer-preview

hotfix/1.15.0-fix.15

laipz8200/human-input-loop-iteration

codex/migrate-knowledge-fs

hotfix/1.15.0-fix.14

deploy/workflow-archive-catalog-discovery

dependabot/uv/api/pydantic-09001a97e5

laipz8200/completion-workflow-entry

dependabot/uv/api/lts/1.13.x/python-packages-6c2bf7110c

dependabot/uv/api/storage-4219cfbece

dependabot/uv/api/lts/1.13.x/dev-6fc4f8b90c

dependabot/uv/api/llm-46e0cee538

dependabot/uv/api/lts/1.13.x/vdb-72526f7860

dependabot/uv/api/opentelemetry-b8005594e1

dependabot/uv/api/lts/1.13.x/storage-4310e8b8d8

dependabot/uv/api/lts/1.13.x/database-c0fba9b420

dependabot/uv/api/lts/1.13.x/llm-5ce1d68736

dependabot/uv/api/lts/1.13.x/pydantic-09001a97e5

dependabot/uv/api/lts/1.13.x/opentelemetry-b8005594e1

dependabot/uv/api/google-68de7a6be5

dependabot/github_actions/lts/1.13.x/github-actions-dependencies-1a36b91cf1

dependabot/uv/api/lts/1.13.x/google-c93828e58f

dependabot/uv/api/lts/1.13.x/flask-1086fc46af

0717-knowledge-fs-contract

feat/secret-scrub-persistence

feat/llm-ft-timeout

feat/appdeploy-selected-workflow-dsl

0715-new-rag

laipz8200/llm-environment-variables

release/ee-1.15.0-hotfix

laipz8200/chore-remove-feature-preview-root-env

dependabot/go_modules/dify-agent-runtime/golang.org/x/net-0.55.0

hotfix/1.15.0-fix.12

hotfix/1.15.0-fix.12-cherrypick

hotfix/1.15.0-fix.13

build/invite-seats-precheck

hotfix/1.15.0-fix.11

laipz8200/workflow-persistence-mixed-mode

hotfix/1.15.0-fix.10

zhangxin/eng-558-licensed-seats-1.15

fix/wta-1307-effect-suspense-read

feat/cli-skills-agents

0713-vp-lint

fix/agent-roster-answer-completion-main

feat/pay-by-invoice

codex/run-external-e2e-main-ci

agent/remove-sandbox-bind-mounts

feat/agent-v2-e2e-test

hotfix/1.15.0-fix.9

hotfix/1.15.0-fix.8

build/test-archive-export

linw/restore-agent-message-delta-feat

hotfix/1.15.0-fix.7

hotfix/1.15.0-fix.6

codex/pr-38227-session-types

codex/pr-38227-session-scope-split

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hotfix/1.15.0-fix.4

codex/review-pr-38480

hotfix/1.15.0-fix.2

copilot/fix-web-full-stack-e2e-job

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hotfix/1.15.0-fix.3

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chore/i18n-sync-7b7956f3e7ca-e901a65a

codex/upgrade-orpc-v2-beta

hotfix/1.15.0-fix.1

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codex/upgrade-next-16-3-preview

hotfix/1.15.0-fix.0

hotfix/web-detail-adjustment-before-release

release/e-1.15.0

codex/replace-lamejs-with-mediabunny

copilot/add-more-tests

deploy/archive-db-resilience

fix/studio-nav-home-button

hotfix/1.14.2-fix.13

worktree-token-expired-error-code

hotfix-1.14.2-fix.12

codex/agent-v2-state-graph

codex/refactor-deployment-detail-components

hotfix/1.14.2-fix.12

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work/dify-2585-agent-drafts-pr

fix/dify-2574-soul-files-kv

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hotfix/1.14.2-fix.11

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zhaohao1004/optimize-clean-messages-cursor

gh-readonly-queue/main/pr-37592-c71f03f5902031b7c02e61af3aff5c2dee6f7d85

build/optimize-clean-messages-cursor

feat/country

codex/vp-fmt-migration

hotfix/1.14.2-fix.10

hotfix/1.14.2-fix.9

hotfix/1.14.2-fix.8

hotfix/1.14.2-fix.7

hotfix/1.14.2-fix.6

codex/page-title-updates

feat/agent-mention-stable-ids

fix/guard-workspace-with-defualt-roles

build/pr-37227-free-plan-workflow-run-cleanup

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copilot/dify-team-question-agent-node

fix/wta-438-device-sso-redirect-origin

hotfix/1.14.2-fix.5

feat/dev-snippet-fronted

feat/mcp-token-transfer

chore/keep-info-icon-the-same-postion

codex/local-app-list-tag-filter

feat/snippet-new

hotfix/1.14.2-fix.4

codex/migrate-var-reference-combobox

hotfix/1.14.2-fix.3

feat/marketplace-template

chore/deploy-saas-workflow

hotfix/1.14.2-fix.2

build/cli

codex/snp-406-pointer-position-ref

hotfix/1.14.1-fix.3

build/feat/model-type-migration-script

fix/webapp-disabled-not-jump-to-webapp-login

fix/lb-model-type-dedup

song/eng-379-file-output-check-executor

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fix/tag-trigger-preserve-case

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hotfix/1.14.1-fix.2

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upgrade-graphon-to-0-3-0

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build/sample-tidb

codex/revert-pr-35708

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lts/1.13.x-fix-35910

feat/storage-path-prefix

hotfix/1.13.3-fix10

hotfix/1.13.3-fix9

hotfix/1.14.0-fix.4

hotfix/1.14.0-fix.3

hotfix/1.14.0-fix.2

revert-35748-4-30-open-api

feat/upgrade-graphon

copilot/research-celery-task-ttl

hotfix/1.14.0-fix.1

copilot/fix-css-issue

feat/s3-public-base-url

hotfix/1.13.3-fix8

build/depot-speed-benchmark-20260426

build/depot-speed-benchmark-20260426-warm

hotfix/1.13.3-fix7

feat/evaluation

fix/workflow-line

chore/dependency-upgrade

deploy/zhaohao

feat/replayable-stream

feat/show-the-hierarchy-in-phonenix-trace

p363-reviewed

build/billing-v3

copilot/list-contributions-to-dify

cursor/migrate-tooltip-to-popover-infotips

refactor/quota-service

feat/new-biliing-quota

hotfix/1.13.3-fix6

cursor/dify-ui-infra

p363-hjlarry

cursor/refactor-select-trigger-api

chore/lts-13x-bump-deps

codex/tighten-button-tone-types

locate-queue-autocreate-deps

hotfix/1.13.3-fix5

feat/new-agent-node

hotfix/1.13.3-fix4

feat/per-db-credential

chore/i18n-sync-208604a3a819-9220dd74

chore/i18n-sync-1b369cede4b4-0e13ce3f

chore/i18n-sync-c93e40212e4c-0e13ce3f

codex/fix-vite-audit-in-sdk-test

copilot/fix-agent-dialogue-input-limit

codex/dify-ui-package-migration

4-2-no-global-loading

fix/ps-not-send

3-18-no-global-loading

feat/support-agent-sandbox

hotfix/1.13.3-fix3

hotfix/1.13.3-fix2

4-1-unocss

build/feat/saas-quota-v4

feat/remove-unused-is-deleted-from-conversation

codex-add-podman-compose-dev-scripts

fix-partnerstack-cookie-sync

hotfix/1.13.3-fix1

3-31-vite-task-cache

test/add-test-case-for-prompt-editor

build/feat/saas-quota

build/feat/saas-quota-v2

deploy/agent-dev

yanli/fix-iter-log

review-myscale-sqli

codex/force-node24-for-actions

ci/docker-build-narrowing

chore/dependabot-alert-to-bot

verify-email-reset-flow

3-26-cache-lint-for-autofix

gh-readonly-queue/main/pr-34120-2cbcf9518e40104286a3034f3c3c688cd4ff9fbf

gh-readonly-queue/main/pr-34123-1c72b8d9db03b93b3fc7f86bc522e53806f5a8f0

gh-readonly-queue/main/pr-33960-38285aa1ac6de98614456f49b4d834fe503f4e58

p383

yanli/phase3-code-scope

test/workflow-app

codex/migrate-old-toast-calls-and-update-translations

hotfix/1.13.2-fix2

focal-quokka

codex/fix-issue-33422-in-repository

hotfix/1.13.2-fix1

copilot/refactor-test-config-leak-fix

build/release-1.13.2

fix-kpa-issue

build/release-1.13.1-rc.3

3-18-dev-with-http2

build/release-1.13.1-rc.2

3-16-revert-changes

3-16-add-csp

build/release-1.13.1-rc.1

feat/source-for-plugin-tasks

3-16-next-lib

revert-33484-dependabot/pip/api/python-packages-2eba66ec58

move-trigger-nodes

copilot/refactor-test-config-leak-detection

fix/enterprise-api-error-handling

release/e-1.12.1

fix/vinext-deps

yanli/docx-image-render

copilot/analyze-dify-code

deploy/clean-task-trace

copilot/sub-pr-33044

3-6-type-check

feat/model-provider-refactor

copilot/refactor-unnecessary-cast-call

build/export-app-messages

1.12.1-otel-ee

hotfix/1.13.0-fix.4

update-checker

test/ui-primitive-wrapper-tests-pr

hotfix/1.13.0-fix.3

refactor/base-comp

deploy/memory-usage

hotfix/1.13.0-fix.2

hotfix/1.13.0-fix.1

build/sandbox-clean-job-260302-1

build/sandbox-clean-job

fix/otel-upgrade-e-1.12.1

build/optimize-workflow-run-cleanup

move-core-prompt-runtime

hotfix/1.12.1-fix.6

copilot/remove-pm2-from-docker

move-token-buffer-memory

32589-main-repo

fix/access-mode-sso-verified

refactor/remove-workspace-mutate-from-context

2-11-fix-lint

feat/plugins-marketplace-ssr-prefetch-loading

build/message-clean-performance-log

refactor/template-transform-node

hotfix/1.12.1-fix.5

2-9-stable-test-2

pre-align-hitl-frontend

fix/preserve-UNC-paths-in-conversation-opner

hotfix/1.12.1-fix.4

hotfix/1.12.1-fix.3

feat/add-update-all-plugin-button

refactor/share

hotfix/1.12.1-fix.2

test/inprove-quality

feat/add_templates

hotfix/1.12.1-fix.1

fix/ee-1511-set-default-provider-user-id-bug

copilot/fix-pnpm-test

hotfix/1.12.1-fix.0

feat/vibe-wf

fix/fix-test

fix/console_ns_import

release/1.12.1

fix/workflow-sync-draft

refactor/ssr-prefetch-zustand-removal

1-24-kubb-generate

refactor/migrate-react-window-to-tanstack-virtual

fix/input-ime-onpressenter

1-30-fix-failed-test

feat/structured-output-with-sandbox

yanli/init-ty

hotfix/1.11.4-fix.4

fix/trigger-plugin-output

fix/parallel-generation-render

refactor/configuration

yanli/add-opaque-body

build/billing-refactor-test-2026012701

refactor/debug-and-preview-store

refactor/tools-workflow

build/debug-billing-refactor

build/billing-service

build-billing-service

feat/add-agentation

refactor/app-components

build/collaboration

copilot/sub-pr-31424

refactor/local-storage

refactor/skill-bundler

hotfix/1.11.4-fix.3

build/archive-workflow-run

feat/pull-a-variable

hotfix/1.11.4-fix.2

copilot/sub-pr-30849

hotfix/1.11.4-fix.1

1-21-test-window-is-not-defined

revert-30727-feat/model-total-credits

copilot/sub-pr-31283

zhsama/multi-turn-popup

zhsama/panel-var-popup

12-19-demo-for-app-store

refactor/migrate-app-detail-to-tanstack-query

build/clear-message

feat/credential-sync-fix-ee

feat/llm-first-token-timeout

zhsama/assemble-var-input

release/e-1.11.2

feature/task-quadrant-view

zhsama/llm-warning-ui

build/clear-workflow-run

zhsama/agent-at-nodes

build/1.11.4

release/e-1.6.0-fix.1

release/e-0.15.8-fix.1

1-14-remove-web-app-access-token

refactor/plugins-detail

fix/reset-dev

feat/llm-support-tools

feat/knowledge-summary-index

fix/preact-security-vulnerability

copilot/fix-clear-query-params-test

refactor/query-params-nuqs

chore/upgrade-pnpm-10.28.0

8c92-update-api-core

detached

chore/i18n-sync-20260107-104636

chore/i18n-sync-20260107-102654

feat/grouping-branching

feat/agent-node-v2

hotfix/1.11.2-fix.3

feat/llm-node-support-tools

refactor/remove-axios-dependency

refactor/web-service-hooks

fix/pwa-plugin-migration

chore/refactor-text-generation

hotfix/1.11.2-fix.2

release/e-1.11.1

release/e-1.9.2

release/e-1.8.2

hotfix/1.11.2-hotfix-1

refactor/chat-messages-service-api

fix/knowledge-retrieval-node-affected-by-past-version

fix/esbuild-dependabot-145

chore/automated-i18n-updates-02e0fadef78f0c888b79e7a52ae6714ac73effdc

chore/automated-i18n-updates-eb73f9a9b9fc9eee6be786d2bf5f41fc77e240c4

hotfix/1.11.1-2

refactor-text-generate-item

feat/end-user-oauth

feat/add-qdrant-to-tidb-migration

codex/run-pnpm-lint-fix-and-commit-changes

feat/document-test

feat/e2e-testing

deploy/trigger-dev

hotfix/1.11.1-1

e-260

refactor/use-log-react-query

feat/fallback-interface-for-unauthorized-datasource-node

hotfix/1.10.1-fix.4

refactor/app/components/app/text-generate/item/index.tsx-and-add-test

release/e-1.6.0

hotfix/1.10.1-fix.3

hotfix/1.10.1-fix.2

feat/tracking-1203

deploy/end-user-oauth

hotfix/1.10.1-fix.1

refactor/marketplace-react-query

feat/detect-cognitive-complexity

fix/codeowners

fix/httpx_timeout_parameters

feat/end-user-auth-dummy-apis

chore/re-point-doc-urls

fix/share-markdown-xss

feat/data-tracking

feat/memory-orchestration-be

build/trigger-billing

chore/remove-docker-legacy-dir

copilot/reverse-engineer-dify-application

feat/amplitude

feat/trigger-saas

mysql-adapt

test/build-diff-edition

feat/no-root-image

feat/trigger

feat/ga-tracking

feat/collaboration

mysql-adaptation

feat/sqlalchemy-type-annotations

build/trigger-1

build/self-tenant-queue

mcp-conditional-capability

fix/mcp-capability

hotfix/1.9.2-fix.3

hotfix/1.9.2-fix.2

feat/iteration-node

hotfix/1.9.2-fix.1

hotfix/1.9.1-fix.1

e1ca7a9bdb0443b9f027b6de16

fix/login-status

feat/gtag-1016

test/monaco-editor-and-remix-icon-upgrade

copilot/fix-ce7a9189-f70c-4ea9-81ba-3f49303104d6

feat/memory-orchestration-be-dev-env

build/trigger

feat/add-knowledge-pipeline-template-command

chore/workflow-performance

copilot/fix-fc039c44-aa24-4844-82b2-e9ac237a13e9

test/log-refactor

chore/ssrf-config

feat/pinecone-vdb

copilot/fix-d8c5989d-5a30-418f-8dc4-099cf1f37218

deploy/rag-dev

hotfix/1.9.0-fix.2

pinecone

fix/document-query

feat/trigger_backup

feat/playwright-integration

feat/trigger_merging

feat/chunk-deduplication

feat/crendential-policy-default-check

feat/credential-policy

release/e-1.8.1

fix/template-list

feat/end_user

feat/trigger-fe

revert-25628-refactor-24421-app-datasets-part1

fix/plugin-tag-fallback

fix/unselect-credential

feat/limit-conv-var-desc-length

feat/rag-pipeline-service-api

fix/empty-plugin-list

feat/plugin-readme

feat/plugin-readme-fe

feat/container-node-extract-mapping

bug1

fix/model-credential

feat/big-var-value-show-fe

build/1.7.2-fix.2

release/e-1.7.2

build/boolean-type

feat/oauth-provider-fe

build/0.7.2-fix.1

feat/model-credentials

feat/model-auth

feat/rag-2-preview

release/e-1.7.1

fix/hotfix-tool-provider-deadlock

feat/knowledge-pipeline-access-control

config-tool-file-size

13604-when-using-redis-cluster-for-caching-add-global_prefix-to-all-keys-cached-by-redis

feat/model-credentils

build/oauth

feat/oauth

feat/human-input

build/plugin-auto-upgrade

test/performance

feat/tool-plugin-oauth

feat/tool-oauth

temp-feat-owner-transfer-enterprise-frontend

release/e-3.0.2

feat/plugin-auto-upgrade-fe

chore/offline-the-sys-files

feat/rag-pipeline

feat/r2

release/e-3.2.0

wtw/rag-pipeline

feat/add-retrival-field-in-dataset

feat/webapp-verified-sso-main

fix/app-not-published-error

feat/webapp-verified-sso-260

v141-hotfix

fix/20326-tool-invoke-error-instance-account

fix/19933-account-object-has-no-attribute-_current_tenant-when-workflow-uses-workflow-as-tool-node

hotfix/0519

fix/e-legacy-clean-up

fix/admin-permission

fix/e-admin-permission

feat/model-memory

feat/webapp-auth-api

1.0.0-fix

revert-17133-fix/i16990-text-to-language-settings

e-0156

hotfix/translation-fix

fix/slider-style-error

e-0154

release/0.15.6-alpha-1

cohere/cleanup-free-tenants-logs

chore/auto-dify

fix/rag-infinity-spaces-loop

fix/dataset-admin

fix/expose-debugging-port

fix/tool-info

fix/aws-s3-r2-compatible

feat/knowledge-metabase

fix/fail-branch-stream-output-error

release/0.15.3-fix1

feat/14009-feature-request-support-for-retrieving-historical-conversations-without-from-enduser-id

feat/upgrade-unstructured-version-10.2

feat/classnames-sort

feat/upgrade-unstructured-version

fix/version-check

fix/handle-agent-none-value

fix/agent-params-pasring

fix/agent-parallel

feat/knowledge-dark-mode

feat/custom-tool-input

release/0.15.2-fix1

0.15.1-admin-apis

feat/support-docx-image-view

feat/agent-stream-output

feat/workflow-node-dark-mode

fix/switch-strategy-clean-param

fix/chore-fix

opik-monitoring

provider-gpustack

feat/mecab-japanese-keywords

feat/retry-single-step-debug

revert-12086-feat/parent-child-retrieval

fix/remove-the-retry-index-field

fix/11839

feat/node-execution-retry

feat/support-extractor-tools-update-wip

feat/update-tidb-batchget-endpoint

fix/iteration-thread-pool-error

feat/support-multi-token-count

feat/parent-child-retrieval-api

fix/app-icon-is-missing

feat/support-extractor-tools-update

test/disable_site

build/add-dependabot

feat/support-extractor-tools

fix/docx-extract-image-ssrf

fix/redis-slow-in-gevent

fix/9772-internal-server-error-when-custom-disclaimer-longer-than-64-characters

alert-autofix-89

build/eslint-react-refresh-plugin

build/switch-to-pnpm

revert-9424-feat/update-dataset-clean-rule

fix/external-knowledge-retrieval-issues

feat/login-type-coontrol

feat/external-knowledge-api

feat/rag-external-knowledge-with-api

feat/external-knowledge

fix/notion-table-extract

fix/tooltip

feat/workflow-add-block-shortcut

feat/update-docs

fix/note-node-zoom-issue

fix/model-runtime-quato-issue

fix/db-lock-timeout

feat/new-tooltip

feat/web-app-sso

chore/optimize-app-workflow-deletion-slow-sql

fix/trace_app_config_app_id_idx

fix/extra-table-tracing-app-config

feat/update-beat-job-time-to-env

fix/index-estimate-error

chore/enterprise-license-status

fix/remove-tsne_position

feat/2p

feat/aws-iam-auth-check

feat/add-flashrank

feat/support-milvus-2.4

feat/add-resource-from-tools

bai

1.16.0

1.16.0-rc1

1.15.0

1.14.2

1.14.1

1.14.0

1.13.3

1.13.2

1.13.1

1.14.0-rc1

1.13.0

1.12.1

1.12.0

1.11.4

1.11.3

1.11.2

1.11.1

1.11.0

1.10.1-fix.1

1.10.1

1.10.0

1.10.0-rc1

1.9.2

1.9.1

1.9.0

2.0.0-beta.2

2.0.0-beta.1

1.8.1

1.8.0

1.7.2

1.7.1

1.7.0

1.6.0

1.5.1

1.5.0

1.4.3

1.4.2

0.15.8

1.4.1

1.4.0

1.3.1

0.15.7

1.3.0

0.15.6

1.2.0

0.15.6-alpha.1

1.1.3

0.15.5

1.1.2

0.15.4

1.1.1

1.1.0

1.0.1

1.0.0

0.15.3

0.15.2

0.15.1

1.0.0-beta.1

0.15.0

0.14.2

v0.8.3-fix1

0.14.1

0.14.0

0.13.2

0.13.1

0.13.0

0.12.1

0.12.0

0.11.2

0.11.1

0.10.2-fix1

0.11.0

0.10.2

0.10.1

0.10.0

0.10.0-beta3

0.9.2

0.9.1-fix1

0.10.0-beta2

0.10.0-beta1

0.9.1

0.9.0

0.8.3

0.8.2

0.8.1

0.8.0

0.8.0-beta1

0.7.3

0.7.2

0.7.1

0.7.0

0.6.16

0.6.15

0.6.14

0.6.13

0.6.12-fix1

0.6.12

0.6.11

0.6.10

0.6.9

0.6.8

0.6.7

0.6.6

0.6.5

0.6.4

0.6.3

0.6.2

0.6.1

0.6.0-fix1

0.6.0

0.6.0-preview-workflow.2

0.5.11-fix1

0.5.11

0.6.0-preview-workflow.1

0.5.10

0.5.9

0.5.8

0.5.7

0.5.6

0.5.5

0.5.4

0.5.3

0.5.2

0.5.1

0.5.0

0.4.9

0.4.8

0.4.7

0.4.6

0.4.5

0.4.4

0.4.3

0.4.2

0.4.1

0.4.0

0.3.34

0.3.33

0.3.32

0.3.31-fix3

0.3.31-fix2

0.3.31-fix1

0.3.31

0.3.30

0.3.29

0.3.28

0.3.27

0.3.26

0.3.25

0.3.24

0.3.23

0.3.22

0.3.21

0.3.20

0.3.19

0.3.18

0.3.17

0.3.16

0.3.15

0.3.14

0.3.13

0.3.12

0.3.11

0.3.10

0.3.9

0.3.8

0.3.7

0.3.6

0.3.5

0.3.4

0.3.3

0.3.2

0.3.1

0.3.0

0.2.2

0.2.1

Labels

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Knowledge Pipeline

Proposal

WIP

cloud

dependencies

feat:webapp

good first issue

outdated

performance

pull-request

Mirrored from GitHub Pull Request

python:uv

refactor

size:L

stale

status: accepting prs

status: blocked

status: in discussion

stt & tts

vulnerablity

web

wont-fix

🌊 feat:workflow

🌚 invalid

🐞 bug

👻 feat:rag

💪 enhancement

📚 documentation

🔨 feat:tools

🙋‍♂️ question

🙏 help wanted

🤔 cant-reproduce

🤖 feat:agent

No Label 🐞 bug 👻 feat:rag

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Reference: langgenius/dify#10716