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Why occur this mistake and what should I do #734

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opened 2025-11-11 14:30:06 -06:00 by GiteaMirror · 0 comments
GiteaMirror commented 2025-11-11 14:30:06 -06:00
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Originally created by @Yanyutin753 on GitHub (Apr 26, 2024).

Bug Report

Description

Bug Summary:

i can't update files when i talk with my bot , i see the log files ,i find this mistake

Traceback (most recent call last):
  File "/app/backend/apps/rag/main.py", line 441, in store_docs_in_vector_db
    collection = CHROMA_CLIENT.create_collection(name=collection_name)
                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/chromadb/api/client.py", line 198, in create_collection
    return self._server.create_collection(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/chromadb/telemetry/opentelemetry/__init__.py", line 127, in wrapper
    return f(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/chromadb/api/segment.py", line 167, in create_collection
    coll, created = self._sysdb.create_collection(
                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/chromadb/telemetry/opentelemetry/__init__.py", line 127, in wrapper
    return f(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/chromadb/db/mixins/sysdb.py", line 225, in create_collection
    raise UniqueConstraintError(f"Collection {name} already exists")
chromadb.db.base.UniqueConstraintError: Collection a060a526d4969f12e679de88f0ce4336558a696f246b0b1c49049cfa774ea03 already exists
INFO:     192.74.255.52:0 - "POST /rag/api/v1/doc HTTP/1.1" 200 OK
INFO:     192.74.255.52:0 - "POST /api/v1/chats/new HTTP/1.1" 200 OK
INFO:     192.74.255.52:0 - "GET /api/v1/chats/ HTTP/1.1" 200 OK
INFO:apps.rag.utils:query_embeddings_doc [-0.0132783735, -0.017745504, -0.0016357695, -0.0086728465, -0.004271069, 0.01553885, -0.040903848, -0.028155996, -0.018498996, -0.017437957, 0.022866175, 0.023312118, -0.014577763, 0.016607577, 0.011925164, 0.015731066, -0.0009014993, 0.012494127, 0.026695143, -0.02365042, -0.01347828, 0.015523472, -0.024742216, -0.0033272821, 0.0041941823, 0.013939601, 0.015854087, -0.053390287, -0.0066045877, -0.005301354, 0.026279954, -0.015738755, -0.020897869, -0.001874119, -0.005532015, -0.017191919, -0.024511555, -0.00082365127, 0.013762761, 0.016392294, 0.02612618, -0.005443595, 0.0071235746, 0.00017623926, 0.0048707873, 0.010118321, 0.00964931, -0.03499893, -0.0022104993, 0.035367988, -0.0019894494, 0.024634574, -0.012171201, -0.01600786, -0.007631028, -0.015961727, -0.0218974, -0.0055627697, 0.0072196834, 0.0035329547, 0.013739695, 0.02106702, -0.030354962, 0.017022768, -0.01742258, -0.0113562, -0.008772799, 0.018960318, 0.011040964, -0.0047477684, 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ERROR:apps.rag.utils:Embedding dimension 1536 does not match collection dimensionality 384
Traceback (most recent call last):
  File "/app/backend/apps/rag/utils.py", line 185, in rag_messages
    context = query_embeddings_doc(
              ^^^^^^^^^^^^^^^^^^^^^
  File "/app/backend/apps/rag/utils.py", line 32, in query_embeddings_doc
    raise e
  File "/app/backend/apps/rag/utils.py", line 24, in query_embeddings_doc
    result = collection.query(
             ^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/chromadb/api/models/Collection.py", line 345, in query
    query_results = self._client._query(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/chromadb/telemetry/opentelemetry/__init__.py", line 127, in wrapper
    return f(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/chromadb/api/segment.py", line 678, in _query
    self._validate_dimension(coll, len(embedding), update=False)
  File "/usr/local/lib/python3.11/site-packages/chromadb/telemetry/opentelemetry/__init__.py", line 127, in wrapper
    return f(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/chromadb/api/segment.py", line 818, in _validate_dimension
    raise InvalidDimensionException(
chromadb.errors.InvalidDimensionException: Embedding dimension 1536 does not match collection dimensionality 384
INFO:     192.74.255.52:0 - "POST /openai/api/chat/completions HTTP/1.1" 200 OK
INFO:     192.74.255.52:0 - "GET /api/v1/chats/8c795c24-e25d-4972-b3aa-92262f613231/tags HTTP/1.1" 200 OK
INFO:     192.74.255.52:0 - "POST /api/v1/chats/8c795c24-e25d-4972-b3aa-92262f613231 HTTP/1.1" 200 OK
INFO:     192.74.255.52:0 - "GET /api/v1/chats/ HTTP/1.1" 200 OK
INFO:     192.74.255.52:0 - "POST /openai/api/chat/completions HTTP/1.1" 200 OK
INFO:     192.74.255.52:0 - "POST /api/v1/chats/8c795c24-e25d-4972-b3aa-92262f613231 HTTP/1.1" 200 OK
INFO:     192.74.255.52:0 - "GET /api/v1/chats/ HTTP/1.1" 200 OK
INFO:     192.74.255.52:0 - "GET /api/v1/chats/ HTTP/1.1" 200 OK

chromadb.errors.InvalidDimensionException: Embedding dimension 1536 does not match collection dimensionality 384

I can use default model, but i can't use my API, it look that my API is work normally .

What should I do ,Thank you for the author's selfless dedication.

Originally created by @Yanyutin753 on GitHub (Apr 26, 2024). # Bug Report ## Description **Bug Summary:** i can't update files when i talk with my bot , i see the log files ,i find this mistake ``` Traceback (most recent call last): File "/app/backend/apps/rag/main.py", line 441, in store_docs_in_vector_db collection = CHROMA_CLIENT.create_collection(name=collection_name) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/usr/local/lib/python3.11/site-packages/chromadb/api/client.py", line 198, in create_collection return self._server.create_collection( ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/usr/local/lib/python3.11/site-packages/chromadb/telemetry/opentelemetry/__init__.py", line 127, in wrapper return f(*args, **kwargs) ^^^^^^^^^^^^^^^^^^ File "/usr/local/lib/python3.11/site-packages/chromadb/api/segment.py", line 167, in create_collection coll, created = self._sysdb.create_collection( ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/usr/local/lib/python3.11/site-packages/chromadb/telemetry/opentelemetry/__init__.py", line 127, in wrapper return f(*args, **kwargs) ^^^^^^^^^^^^^^^^^^ File "/usr/local/lib/python3.11/site-packages/chromadb/db/mixins/sysdb.py", line 225, in create_collection raise UniqueConstraintError(f"Collection {name} already exists") chromadb.db.base.UniqueConstraintError: Collection a060a526d4969f12e679de88f0ce4336558a696f246b0b1c49049cfa774ea03 already exists INFO: 192.74.255.52:0 - "POST /rag/api/v1/doc HTTP/1.1" 200 OK INFO: 192.74.255.52:0 - "POST /api/v1/chats/new HTTP/1.1" 200 OK INFO: 192.74.255.52:0 - "GET /api/v1/chats/ HTTP/1.1" 200 OK INFO:apps.rag.utils:query_embeddings_doc [-0.0132783735, -0.017745504, -0.0016357695, -0.0086728465, -0.004271069, 0.01553885, -0.040903848, -0.028155996, -0.018498996, -0.017437957, 0.022866175, 0.023312118, -0.014577763, 0.016607577, 0.011925164, 0.015731066, -0.0009014993, 0.012494127, 0.026695143, -0.02365042, -0.01347828, 0.015523472, -0.024742216, 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-0.009633933, -0.01471616, 0.023881081, 0.0013262996, 0.012048183, 0.013839648, 0.0019894494, -0.0310777, -0.018037675, -0.014431678, -0.02966298, 4.81144e-05, -0.025142027, -0.0393046, 0.026679765, -0.01053351, -0.007142796, -0.023865705, 0.01306309, 0.041242152, 0.033215154, 0.02564948, 0.0222357, -0.024311649, 0.0012080859, 0.026003161, -0.012055871, -0.012271155, 0.009656999, 0.023265986, 0.019867584, 0.003171586, -0.024034856, -0.0044171545, -0.025849387, -0.017699372, -0.019683056, 0.015062151, 0.0022816197, -0.0022854642, 0.0082961, -0.03813592, -0.015231302, 0.025218915, -0.017530221, -0.004424843, 0.0036098417, -0.026725898] ERROR:apps.rag.utils:Embedding dimension 1536 does not match collection dimensionality 384 Traceback (most recent call last): File "/app/backend/apps/rag/utils.py", line 185, in rag_messages context = query_embeddings_doc( ^^^^^^^^^^^^^^^^^^^^^ File "/app/backend/apps/rag/utils.py", line 32, in query_embeddings_doc raise e File "/app/backend/apps/rag/utils.py", line 24, in query_embeddings_doc result = collection.query( ^^^^^^^^^^^^^^^^^ File "/usr/local/lib/python3.11/site-packages/chromadb/api/models/Collection.py", line 345, in query query_results = self._client._query( ^^^^^^^^^^^^^^^^^^^^ File "/usr/local/lib/python3.11/site-packages/chromadb/telemetry/opentelemetry/__init__.py", line 127, in wrapper return f(*args, **kwargs) ^^^^^^^^^^^^^^^^^^ File "/usr/local/lib/python3.11/site-packages/chromadb/api/segment.py", line 678, in _query self._validate_dimension(coll, len(embedding), update=False) File "/usr/local/lib/python3.11/site-packages/chromadb/telemetry/opentelemetry/__init__.py", line 127, in wrapper return f(*args, **kwargs) ^^^^^^^^^^^^^^^^^^ File "/usr/local/lib/python3.11/site-packages/chromadb/api/segment.py", line 818, in _validate_dimension raise InvalidDimensionException( chromadb.errors.InvalidDimensionException: Embedding dimension 1536 does not match collection dimensionality 384 INFO: 192.74.255.52:0 - "POST /openai/api/chat/completions HTTP/1.1" 200 OK INFO: 192.74.255.52:0 - "GET /api/v1/chats/8c795c24-e25d-4972-b3aa-92262f613231/tags HTTP/1.1" 200 OK INFO: 192.74.255.52:0 - "POST /api/v1/chats/8c795c24-e25d-4972-b3aa-92262f613231 HTTP/1.1" 200 OK INFO: 192.74.255.52:0 - "GET /api/v1/chats/ HTTP/1.1" 200 OK INFO: 192.74.255.52:0 - "POST /openai/api/chat/completions HTTP/1.1" 200 OK INFO: 192.74.255.52:0 - "POST /api/v1/chats/8c795c24-e25d-4972-b3aa-92262f613231 HTTP/1.1" 200 OK INFO: 192.74.255.52:0 - "GET /api/v1/chats/ HTTP/1.1" 200 OK INFO: 192.74.255.52:0 - "GET /api/v1/chats/ HTTP/1.1" 200 OK ``` ```json chromadb.errors.InvalidDimensionException: Embedding dimension 1536 does not match collection dimensionality 384 ``` ## I can use default model, but i can't use my API, it look that my API is work normally . ## What should I do ,Thank you for the author's selfless dedication.
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Reference: github-starred/open-webui#734
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