error: Error embedding file File embedding failed. #2331

whalygood · 2024-04-06T07:26:07Z

whalygood
Apr 6, 2024

Very excited to test out the new RAG API but running into this error message in the Docker logs for the api service.

LibreChat  | 2024-04-06 07:14:36 error: Error embedding file File embedding failed.
LibreChat  | 2024-04-06 07:14:36 error: [/files] Error processing file: File embedding failed.

In the browser UI it says that the PDF upload is "taking more time than anticipated" then fails with "an error occurred when uploading the file". It looks like my rag_api service is up & running, but getting a 400 Bad Request when making a call to the external embedding model.

Note that I am integrating with the thenlper/gte-large model from OctoAI, which according to their docs should be OpenAI embeddings API compatible. The RAG related values in my .env file are as follows:

RAG_OPENAI_API_KEY=foo123
RAG_OPENAI_BASEURL=https://text.octoai.run/v1
DEBUG_RAG_API=true
EMBEDDINGS_PROVIDER=openai
EMBEDDINGS_MODEL=thenlper/gte-large

The RAG values in docker-compose.yml are the default, and I have pulled the latest updates from the git repo as well as re-pulled the image versions to ensure they are the latest version.

rag_api-1  | 2024-04-06 07:14:01,865 - httpx - DEBUG - load_ssl_context verify=True cert=None trust_env=True http2=False
rag_api-1  | 2024-04-06 07:14:01,873 - httpx - DEBUG - load_verify_locations cafile='/usr/local/lib/python3.10/site-packages/certifi/cacert.pem'
rag_api-1  | 2024-04-06 07:14:02,044 - httpx - DEBUG - load_ssl_context verify=True cert=None trust_env=True http2=False
rag_api-1  | 2024-04-06 07:14:02,045 - httpx - DEBUG - load_verify_locations cafile='/usr/local/lib/python3.10/site-packages/certifi/cacert.pem'
rag_api-1  | 2024-04-06 07:14:02,120 - root - INFO - Initialized embeddings of type: <class 'langchain_openai.embeddings.base.OpenAIEmbeddings'>
rag_api-1  | 2024-04-06 07:14:02,595 - asyncio - DEBUG - Using selector: EpollSelector
rag_api-1  | 2024-04-06 07:14:02,624 - uvicorn.error - INFO - Started server process [1]
rag_api-1  | 2024-04-06 07:14:02,624 - uvicorn.error - INFO - Waiting for application startup.
rag_api-1  | 2024-04-06 07:14:03,745 - root - DEBUG - Index 'idx_langchain_pg_embedding_custom_id' already exists on 'langchain_pg_embedding(custom_id)'
rag_api-1  | 2024-04-06 07:14:03,746 - uvicorn.error - INFO - Application startup complete.
rag_api-1  | 2024-04-06 07:14:03,746 - uvicorn.error - INFO - Uvicorn running on http://0.0.0.0:8000 (Press CTRL+C to quit)
rag_api-1  | 2024-04-06 07:14:09,679 - root - DEBUG - Request GET http://rag_api:8000/health - 200
rag_api-1  | 2024-04-06 07:14:34,374 - root - DEBUG - /embed - {'id': '6601ffe2ffc03464fcabf163', 'username': '', 'provider': 'local', 'email': 'foo123@example.com', 'iat': 1712387654, 'exp': 1712388554}
rag_api-1  | 2024-04-06 07:14:34,380 - multipart.multipart - DEBUG - Calling on_part_begin with no data
rag_api-1  | 2024-04-06 07:14:34,380 - multipart.multipart - DEBUG - Calling on_header_field with data[54:73]
rag_api-1  | 2024-04-06 07:14:34,380 - multipart.multipart - DEBUG - Calling on_header_value with data[75:100]
rag_api-1  | 2024-04-06 07:14:34,380 - multipart.multipart - DEBUG - Calling on_header_end with no data
rag_api-1  | 2024-04-06 07:14:34,381 - multipart.multipart - DEBUG - Calling on_headers_finished with no data
rag_api-1  | 2024-04-06 07:14:34,381 - multipart.multipart - DEBUG - Calling on_part_data with data[104:140]
rag_api-1  | 2024-04-06 07:14:34,381 - multipart.multipart - DEBUG - Calling on_part_end with no data
rag_api-1  | 2024-04-06 07:14:34,381 - multipart.multipart - DEBUG - Calling on_part_begin with no data
rag_api-1  | 2024-04-06 07:14:34,382 - multipart.multipart - DEBUG - Calling on_header_field with data[196:215]
rag_api-1  | 2024-04-06 07:14:34,382 - multipart.multipart - DEBUG - Calling on_header_value with data[217:301]
rag_api-1  | 2024-04-06 07:14:34,382 - multipart.multipart - DEBUG - Calling on_header_end with no data
rag_api-1  | 2024-04-06 07:14:34,382 - multipart.multipart - DEBUG - Calling on_header_field with data[303:315]
rag_api-1  | 2024-04-06 07:14:34,382 - multipart.multipart - DEBUG - Calling on_header_value with data[317:332]
rag_api-1  | 2024-04-06 07:14:34,382 - multipart.multipart - DEBUG - Calling on_header_end with no data
rag_api-1  | 2024-04-06 07:14:34,382 - multipart.multipart - DEBUG - Calling on_headers_finished with no data
rag_api-1  | 2024-04-06 07:14:34,383 - multipart.multipart - DEBUG - Calling on_part_data with data[336:101840]
rag_api-1  | 2024-04-06 07:14:34,384 - multipart.multipart - DEBUG - Calling on_part_data with data[0:11834]
rag_api-1  | 2024-04-06 07:14:34,384 - multipart.multipart - DEBUG - Calling on_part_data with data[0:1]
rag_api-1  | 2024-04-06 07:14:34,385 - multipart.multipart - DEBUG - Calling on_part_data with data[11835:44058]
rag_api-1  | 2024-04-06 07:14:34,385 - multipart.multipart - DEBUG - Calling on_part_data with data[0:1]
rag_api-1  | 2024-04-06 07:14:34,385 - multipart.multipart - DEBUG - Calling on_part_data with data[44059:44979]
rag_api-1  | 2024-04-06 07:14:34,385 - multipart.multipart - DEBUG - Calling on_part_data with data[0:1]
rag_api-1  | 2024-04-06 07:14:34,386 - multipart.multipart - DEBUG - Calling on_part_data with data[44980:84992]
rag_api-1  | 2024-04-06 07:14:34,386 - multipart.multipart - DEBUG - Calling on_part_data with data[0:1]
rag_api-1  | 2024-04-06 07:14:34,386 - multipart.multipart - DEBUG - Calling on_part_data with data[84993:104940]
rag_api-1  | 2024-04-06 07:14:34,386 - multipart.multipart - DEBUG - Calling on_part_data with data[0:1]
rag_api-1  | 2024-04-06 07:14:34,387 - multipart.multipart - DEBUG - Calling on_part_data with data[104941:186141]
rag_api-1  | 2024-04-06 07:14:34,387 - multipart.multipart - DEBUG - Calling on_part_data with data[0:1]
rag_api-1  | 2024-04-06 07:14:34,387 - multipart.multipart - DEBUG - Calling on_part_data with data[186142:186906]
rag_api-1  | 2024-04-06 07:14:34,387 - multipart.multipart - DEBUG - Calling on_part_data with data[0:2]
rag_api-1  | 2024-04-06 07:14:34,387 - multipart.multipart - DEBUG - Calling on_part_data with data[186908:186917]
rag_api-1  | 2024-04-06 07:14:34,388 - multipart.multipart - DEBUG - Calling on_part_data with data[0:1]
rag_api-1  | 2024-04-06 07:14:34,388 - multipart.multipart - DEBUG - Calling on_part_data with data[186918:186924]
rag_api-1  | 2024-04-06 07:14:34,388 - multipart.multipart - DEBUG - Calling on_part_data with data[0:1]
rag_api-1  | 2024-04-06 07:14:34,388 - multipart.multipart - DEBUG - Calling on_part_data with data[186925:186934]
rag_api-1  | 2024-04-06 07:14:34,388 - multipart.multipart - DEBUG - Calling on_part_data with data[0:2]
rag_api-1  | 2024-04-06 07:14:34,388 - multipart.multipart - DEBUG - Calling on_part_data with data[186936:186939]
rag_api-1  | 2024-04-06 07:14:34,388 - multipart.multipart - DEBUG - Calling on_part_data with data[0:2]
rag_api-1  | 2024-04-06 07:14:34,388 - multipart.multipart - DEBUG - Calling on_part_data with data[186941:186946]
rag_api-1  | 2024-04-06 07:14:34,388 - multipart.multipart - DEBUG - Calling on_part_data with data[0:2]
rag_api-1  | 2024-04-06 07:14:34,389 - multipart.multipart - DEBUG - Calling on_part_end with no data
rag_api-1  | 2024-04-06 07:14:34,389 - multipart.multipart - DEBUG - Calling on_end with no data
rag_api-1  | 2024-04-06 07:14:35,180 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): openaipublic.blob.core.windows.net:443
rag_api-1  | 2024-04-06 07:14:35,481 - urllib3.connectionpool - DEBUG - https://openaipublic.blob.core.windows.net:443 "GET /encodings/cl100k_base.tiktoken HTTP/1.1" 200 1681126
rag_api-1  | 2024-04-06 07:14:36,661 - openai._base_client - DEBUG - Request options: {'method': 'post', 'url': '/embeddings', 'files': None, 'post_parser': <function Embeddings.create.<locals>.parser at 0x7f0e11563ac0>, 'json_data': {'input': [[16, 31879, 33006, 32, 720, 39, 1111, 3590, 29114, 2355, 32002, 2355, 53, 2871, 21303, 5987, 2355, 14394, 946, 5482, 32516, 31879, 49526, 29986, 555, 279, 2355, 24861, 315, 279, 2355, 99028, 315, 279, 38298, 2355, 720, 29146, 220, 21, 11, 220, 2366, 16, 33006, 2688, 661, 3142, 14829, 3962, 8410, 8425, 220, 11128, 20, 720, 28276, 12669, 11, 13286, 220, 12338, 972, 12, 220, 11128, 20, 33006, 36, 38613, 25, 539, 661, 571, 70, 6846, 269, 3211, 404, 8326, 689, 14489, 2355, 38342, 13, 320, 20417, 8, 220, 25073, 12, 220, 14022, 21, 2355, 61409, 320, 20417, 8, 220, 18650, 12, 220, 4119, 22], [17, 14700, 3083, 36868, 50, 2355, 3301, 91199, 220, 4696, 78366, 39425, 21060, 262, 5874, 220, 18, 2355, 17673, 4276, 8812, 40702, 25856, 220, 4696, 78366, 39425, 21060, 262, 5874, 220, 18, 2355, 99146, 3083, 4276, 946, 5482, 2006, 75795, 21303, 5987, 220, 4696, 78366, 39425, 21060, 262, 5874, 220, 18, 2355, 720, 2434, 1846, 89038, 220, 4276, 8812, 4696, 78366, 39425, 21060, 262, 5874, 220, 19, 2355, 12, 71375, 78679, 4716, 10314, 22255, 5441, 256, 4696, 39425, 14382, 497, 262, 5874, 220, 19, 720, 12, 507, 18066, 6979, 1753, 362, 7837, 26311, 257, 4696, 39425, 14382, 497, 262, 5874, 220, 19, 720, 12, 100028, 3083, 18076, 5604, 257, 4696, 39425, 14382, 497, 262, 5874, 220, 20, 720, 12, 5161, 47837, 14, 790, 1428, 5119, 262, 4696, 39425, 14382, 497, 262, 5874, 220, 20, 720, 12, 73360, 3578, 29031, 1600, 257, 4696, 39425, 14382, 497, 262, 5874, 220, 20, 720, 12, 622, 95799, 257, 4696, 39425, 14382, 497, 262, 5874, 220, 21, 720, 12, 622, 1539, 1669, 18091, 3664, 257, 4696, 39425, 14382, 497, 262, 5874, 220, 21, 31879, 36, 4053, 42814, 1341, 4276, 8812, 32516, 220, 4696, 78366, 39425, 21060, 262, 5874, 220, 21, 2355, 12, 1229, 18258, 445, 78679, 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rag_api-1  | 2024-04-06 07:14:36,686 - httpcore.connection - DEBUG - connect_tcp.started host='text.octoai.run' port=443 local_address=None timeout=None socket_options=None
rag_api-1  | 2024-04-06 07:14:36,710 - httpcore.connection - DEBUG - connect_tcp.complete return_value=<httpcore._backends.sync.SyncStream object at 0x7f0e109716f0>
rag_api-1  | 2024-04-06 07:14:36,711 - httpcore.connection - DEBUG - start_tls.started ssl_context=<ssl.SSLContext object at 0x7f0e13c89840> server_hostname='text.octoai.run' timeout=None
rag_api-1  | 2024-04-06 07:14:36,734 - httpcore.connection - DEBUG - start_tls.complete return_value=<httpcore._backends.sync.SyncStream object at 0x7f0e109716c0>
rag_api-1  | 2024-04-06 07:14:36,735 - httpcore.http11 - DEBUG - send_request_headers.started request=<Request [b'POST']>
rag_api-1  | 2024-04-06 07:14:36,735 - httpcore.http11 - DEBUG - send_request_headers.complete
rag_api-1  | 2024-04-06 07:14:36,735 - httpcore.http11 - DEBUG - send_request_body.started request=<Request [b'POST']>
rag_api-1  | 2024-04-06 07:14:36,736 - httpcore.http11 - DEBUG - send_request_body.complete
rag_api-1  | 2024-04-06 07:14:36,736 - httpcore.http11 - DEBUG - receive_response_headers.started request=<Request [b'POST']>
rag_api-1  | 2024-04-06 07:14:36,802 - httpcore.http11 - DEBUG - receive_response_headers.complete return_value=(b'HTTP/1.1', 400, b'Bad Request', [(b'Content-Type', b'application/json'), (b'Content-Length', b'2198'), (b'Connection', b'keep-alive'), (b'X-RateLimit-Remaining-Second', b'999'), (b'X-RateLimit-Limit-Second', b'1000'), (b'RateLimit-Limit', b'1000'), (b'RateLimit-Remaining', b'999'), (b'RateLimit-Reset', b'1'), (b'Date', b'Sat, 06 Apr 2024 07:14:36 GMT'), (b'Server', b'uvicorn'), (b'Vary', b'Origin'), (b'X-User-Request-Id', b''), (b'X-Kong-Upstream-Latency', b'8'), (b'X-Kong-Proxy-Latency', b'40'), (b'Via', b'kong/3.2.2')])
rag_api-1  | 2024-04-06 07:14:36,803 - httpx - INFO - HTTP Request: POST https://text.octoai.run/v1/embeddings "HTTP/1.1 400 Bad Request"
rag_api-1  | 2024-04-06 07:14:36,804 - httpcore.http11 - DEBUG - receive_response_body.started request=<Request [b'POST']>
rag_api-1  | 2024-04-06 07:14:36,804 - httpcore.http11 - DEBUG - receive_response_body.complete
rag_api-1  | 2024-04-06 07:14:36,804 - httpcore.http11 - DEBUG - response_closed.started
rag_api-1  | 2024-04-06 07:14:36,804 - httpcore.http11 - DEBUG - response_closed.complete
rag_api-1  | 2024-04-06 07:14:36,804 - openai._base_client - DEBUG - HTTP Request: POST https://text.octoai.run/v1/embeddings "400 Bad Request"
rag_api-1  | 2024-04-06 07:14:36,805 - openai._base_client - DEBUG - Encountered httpx.HTTPStatusError
rag_api-1  | Traceback (most recent call last):
rag_api-1  |   File "/usr/local/lib/python3.10/site-packages/openai/_base_client.py", line 972, in _request
rag_api-1  |     response.raise_for_status()
rag_api-1  |   File "/usr/local/lib/python3.10/site-packages/httpx/_models.py", line 761, in raise_for_status
rag_api-1  |     raise HTTPStatusError(message, request=request, response=self)
rag_api-1  | httpx.HTTPStatusError: Client error '400 Bad Request' for url 'https://text.octoai.run/v1/embeddings'
rag_api-1  | For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400
rag_api-1  | 2024-04-06 07:14:36,810 - openai._base_client - DEBUG - Not retrying
rag_api-1  | 2024-04-06 07:14:36,810 - openai._base_client - DEBUG - Re-raising status error
rag_api-1  | 2024-04-06 07:14:36,813 - root - ERROR - Error code: 400 - {'message': 'Invalid request.', 'errors': {'input.constrained-str': ['Input should be a valid string'], 'input.list[constrained-str].0': ['Input should be a valid string'], 'input.list[constrained-str].1': ['Input should be a valid string'], 'input.list[constrained-str].2': ['Input should be a valid string'], 'input.list[constrained-str].3': ['Input should be a valid string'], 'input.list[constrained-str].4': ['Input should be a valid string'], 'input.list[constrained-str].5': ['Input should be a valid string'], 'input.list[constrained-str].6': ['Input should be a valid string'], 'input.list[constrained-str].7': ['Input should be a valid string'], 'input.list[constrained-str].8': ['Input should be a valid string'], 'input.list[constrained-str].9': ['Input should be a valid string'], 'input.list[constrained-str].10': ['Input should be a valid string'], 'input.list[constrained-str].11': ['Input should be a valid string'], 'input.list[constrained-str].12': ['Input should be a valid string'], 'input.list[constrained-str].13': ['Input should be a valid string'], 'input.list[constrained-str].14': ['Input should be a valid string'], 'input.list[constrained-str].15': ['Input should be a valid string'], 'input.list[constrained-str].16': ['Input should be a valid string'], 'input.list[constrained-str].17': ['Input should be a valid string'], 'input.list[constrained-str].18': ['Input should be a valid string'], 'input.list[constrained-str].19': ['Input should be a valid string'], 'input.list[constrained-str].20': ['Input should be a valid string'], 'input.list[constrained-str].21': ['Input should be a valid string'], 'input.list[constrained-str].22': ['Input should be a valid string'], 'input.list[constrained-str].23': ['Input should be a valid string'], 'input.list[constrained-str].24': ['Input should be a valid string'], 'input.list[constrained-str].25': ['Input should be a valid string'], 'input.list[constrained-str].26': ['Input should be a valid string'], 'input.list[constrained-str].27': ['Input should be a valid string'], 'input.list[constrained-str].28': ['Input should be a valid string'], 'input.list[constrained-str].29': ['Input should be a valid string'], 'input.list[constrained-str].30': ['Input should be a valid string']}}
rag_api-1  | 2024-04-06 07:14:36,816 - root - INFO - Request POST http://rag_api:8000/embed - 200

whalygood · 2024-04-06T07:53:04Z

whalygood
Apr 6, 2024
Author

Am also running into the same problem uploading files when using the official OpenAI API.

RAG_OPENAI_API_KEY=sk-foo123
RAG_OPENAI_BASEURL=https://api.openai.com/v1
DEBUG_RAG_API=true
EMBEDDINGS_PROVIDER=openai
EMBEDDINGS_MODEL=text-embedding-3-small

I see in another discussion testing the RAG API it was suggested that issues with file uploads can potentially be caused by a reverse proxy, but that user ultimately resolved it without needing to modify their reverse proxy config. In my case I am having problems uploading any files, image and PDF files included.

Here is an excerpt from my NGINX config listening on port 443 with HTTPS:

    proxy_buffering off;

    location / {
        proxy_pass http://localhost:3080/;
        proxy_set_header Host $host;
        proxy_set_header X-Real-IP $remote_addr;
        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
        proxy_set_header X-Forwarded-Proto $scheme;
    }

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error: Error embedding file File embedding failed. #2331

whalygood Apr 6, 2024

Replies: 1 comment

whalygood Apr 6, 2024 Author

whalygood
Apr 6, 2024

whalygood
Apr 6, 2024
Author