Comments (6)
pieroit
commented on June 9, 2024
Hi @adamakhtar this kind of error:
ValueError: operands could not be broadcast together with shapes (747,) (746,)
Happens when the embeddings have different size than expected.
Can you repeat the error with a clean installation?
Another option is file based Qdrant messing up when uploading multiple documents at once. Solutions:
- use Qdrant container (example in repo
local-cat) - upload one document per time
Let me know ;)
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AlessandroSpallina
commented on June 9, 2024
EDIT: My issue was related to a bug in C.A.T. Advanced Tools plugin, issue here
I do not have time now to debug, I'll leave here a note
I have a similar issue running local-cat, I receive "'>=' not supported between instances of 'UnexpectedResponse' and 'int'".
My experience was:
- upload a single document and wait for uploading to complete (with the summarization plugin turned on)
- chat and check that everything is ok
- download and activate a new plugin
at this point, I see the error.
Here some logs
cheshire_cat_core | [2024-03-14 17:25:09.286] INFO cat.looking_glass.stray_cat.StrayCat.recall_relevant_memories_to_working_memory::121
cheshire_cat_core | "Recall query: 'ooo'"
cheshire_cat_vector_memory | 2024-03-14T17:25:10.437872Z INFO actix_web::middleware::logger: 192.168.0.4 "POST /collections/episodic/points/search HTTP/1.1" 200 68 "-" "python-httpx/0.27.0" 0.002927
cheshire_cat_vector_memory | 2024-03-14T17:25:10.441132Z INFO actix_web::middleware::logger: 192.168.0.4 "POST /collections/declarative/points/search HTTP/1.1" 200 69 "-" "python-httpx/0.27.0" 0.000905
cheshire_cat_vector_memory | 2024-03-14T17:25:10.443311Z INFO actix_web::middleware::logger: 192.168.0.4 "POST /collections/procedural/points/search HTTP/1.1" 422 131 "-" "python-httpx/0.27.0" 0.000355
cheshire_cat_core | [2024-03-14 17:25:10.444] ERROR cat.looking_glass.stray_cat.StrayCat.__call__::250
cheshire_cat_core | UnexpectedResponse()
cheshire_cat_core | [2024-03-14 17:25:10.467] ERROR cat.routes.websocket..websocket_endpoint::82
cheshire_cat_core | TypeError("'>=' not supported between instances of 'UnexpectedResponse' and 'int'")
cheshire_cat_core | Traceback (most recent call last):
cheshire_cat_core | File "/app/cat/looking_glass/stray_cat.py", line 248, in __call__
cheshire_cat_core | self.recall_relevant_memories_to_working_memory()
cheshire_cat_core | File "/app/cat/looking_glass/stray_cat.py", line 170, in recall_relevant_memories_to_working_memory
cheshire_cat_core | memories = vector_memory.recall_memories_from_embedding(**config)
cheshire_cat_core | File "/app/cat/memory/vector_memory_collection.py", line 231, in recall_memories_from_embedding
cheshire_cat_core | memories = self.client.search(
cheshire_cat_core | File "/usr/local/lib/python3.10/site-packages/qdrant_client/qdrant_client.py", line 343, in search
cheshire_cat_core | return self._client.search(
cheshire_cat_core | File "/usr/local/lib/python3.10/site-packages/qdrant_client/qdrant_remote.py", line 479, in search
cheshire_cat_core | search_result = self.http.points_api.search_points(
cheshire_cat_core | File "/usr/local/lib/python3.10/site-packages/qdrant_client/http/api/points_api.py", line 1388, in search_points
cheshire_cat_core | return self._build_for_search_points(
cheshire_cat_core | File "/usr/local/lib/python3.10/site-packages/qdrant_client/http/api/points_api.py", line 636, in _build_for_search_points
cheshire_cat_core | return self.api_client.request(
cheshire_cat_core | File "/usr/local/lib/python3.10/site-packages/qdrant_client/http/api_client.py", line 74, in request
cheshire_cat_core | return self.send(request, type_)
cheshire_cat_core | File "/usr/local/lib/python3.10/site-packages/qdrant_client/http/api_client.py", line 97, in send
cheshire_cat_core | raise UnexpectedResponse.for_response(response)
cheshire_cat_core | qdrant_client.http.exceptions.UnexpectedResponse: Unexpected Response: 422 (Unprocessable Entity)
cheshire_cat_core | Raw response content:
cheshire_cat_core | b'{"status":{"error":"Validation error in JSON body: [search_request.limit: value 0 invalid, must be 1.0 or larger]"},"time":0.0}'
cheshire_cat_core |
cheshire_cat_core | During handling of the above exception, another exception occurred:
cheshire_cat_core |
cheshire_cat_core | Traceback (most recent call last):
cheshire_cat_core | File "/app/cat/routes/websocket.py", line 73, in websocket_endpoint
cheshire_cat_core | await asyncio.gather(
cheshire_cat_core | File "/app/cat/routes/websocket.py", line 24, in receive_message
cheshire_cat_core | cat_message = await run_in_threadpool(stray.run, user_message)
cheshire_cat_core | File "/usr/local/lib/python3.10/site-packages/starlette/concurrency.py", line 41, in run_in_threadpool
cheshire_cat_core | return await anyio.to_thread.run_sync(func, *args)
cheshire_cat_core | File "/usr/local/lib/python3.10/site-packages/anyio/to_thread.py", line 33, in run_sync
cheshire_cat_core | return await get_asynclib().run_sync_in_worker_thread(
cheshire_cat_core | File "/usr/local/lib/python3.10/site-packages/anyio/_backends/_asyncio.py", line 877, in run_sync_in_worker_thread
cheshire_cat_core | return await future
cheshire_cat_core | File "/usr/local/lib/python3.10/site-packages/anyio/_backends/_asyncio.py", line 807, in run
cheshire_cat_core | result = context.run(func, *args)
cheshire_cat_core | File "/app/cat/looking_glass/stray_cat.py", line 340, in run
cheshire_cat_core | return self.loop.run_until_complete(
cheshire_cat_core | File "uvloop/loop.pyx", line 1517, in uvloop.loop.Loop.run_until_complete
cheshire_cat_core | File "/app/cat/looking_glass/stray_cat.py", line 251, in __call__
cheshire_cat_core | traceback.print_exc(e)
cheshire_cat_core | File "/usr/local/lib/python3.10/traceback.py", line 179, in print_exc
cheshire_cat_core | print_exception(*sys.exc_info(), limit=limit, file=file, chain=chain)
cheshire_cat_core | File "/usr/local/lib/python3.10/traceback.py", line 119, in print_exception
cheshire_cat_core | te = TracebackException(type(value), value, tb, limit=limit, compact=True)
cheshire_cat_core | File "/usr/local/lib/python3.10/site-packages/exceptiongroup/_formatting.py", line 96, in __init__
cheshire_cat_core | self.stack = traceback.StackSummary.extract(
cheshire_cat_core | File "/usr/local/lib/python3.10/traceback.py", line 357, in extract
cheshire_cat_core | if limit >= 0:
cheshire_cat_core | TypeError: '>=' not supported between instances of 'UnexpectedResponse' and 'int'
cheshire_cat_core | INFO: connection closed
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adamakhtar
commented on June 9, 2024
@pieroit thank you for the information. I've currently put on hold the project which required uisng Cheshire Cat so won't be able ot try your suggestions.
However, in case this helps anybody else, I think I did see some errors regarding embeddings and different sizes in my terminal when uploading the texts so that was likely the issue as you mentioned.
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