Comments (4)
That's another strange issue, and I have to admit it's unclear to me at this stage why there seems to be a very small number of situations where something hangs 🤔
Some things off the top of my head:
- Have you completely removed the possibility that it's a network issue? e.g. if you !wget a large file, does it load fine?
- When you print the dependencies installed in a fresh env, do you also have all the required dependencies installed? (e.g.
colbert-ai
, etc...) - This might be related to the unclear CUDA issue reported in #60 , not sure yet!
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Thanks Benjamin - I've investigated a bit further and this looks like an problem with a dependency and not ragatouille
.
- All of the dependencies of
ragatouille
show up as expected withpoetry show
- Importing each of
ragatouille
's dependencies, they all work fine except forimport colbert
- Doing the same with
colbert
, it hangs onimport spacy
- Installing a fresh poetry environment with only spacy (+ ipykernel),
import spacy
works fine (??) - Installing a fresh poetry environment with only
colbert
and the issue returns
Will keep this updated if I fix the issue but closing the issue for now
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Great investigation! Btw there’s a chance spacy isn’t really essential for colbert, it may be only used in a utility outside of the actual colbert stuff
from ragatouille.
@okhat good shout, it looks like spacy isn't actually used at all anymore, just imported once: https://github.com/stanford-futuredata/ColBERT/blob/bdafbe4ad6aa83bc3db1799ebcac5463d38e45e2/utility/utils/dpr.py#L7 (and not even in a ColBERT-needed file)
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Related Issues (20)
- Embedding Model with Existing Index HOT 1
- How to index collection using generator function?
- Training script is not working as is
- Making deletions will alter the collection.json file, hence the search function unusable because we access the collection using list indices.
- can't access my finetuned model HOT 1
- Use base model or sentence transformer HOT 1
- ragatouille requires a version of numpy uncompatible with python
- ValueError: RAGatouille is not installed. Please install it with `pip install ragatouille`.
- Documentation (API Reference): missing params in description tables
- Question -- Symmetric search HOT 1
- How to use highly capable Decoder only models (LLMs) with RAGatouille -- is it even advisable? HOT 1
- RuntimeError when indexing with FAISS HOT 4
- RAGAtouille cpu only installation HOT 1
- Typescript support of RAGatouille HOT 1
- Question: rerank does not use index
- Save the ColBERT encodings to disk. HOT 2
- cannot open shared object file: No such file or directory HOT 1
- answerai-colbert-small-v1 issue HOT 1
- Training without labels - adapting existing pretrained backbone
- Turn Off return of the verbose unstructured text from --> result = RAG.search(query=query,k=4) HOT 1
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