Added Proper Documentation for `faiss-gpu` Installation (#8492)

### Description
In the LangChain Documentation and Comments, I've Noticed that `pip
install faiss` was mentioned, instead of `pip install faiss-gpu`, since
installing `pip install faiss` results in an error. I've gone ahead and
updated the Documentation, and `faiss.ipynb`. This Change will ensure
ease of use for the end user, trying to install `faiss-gpu`.

### Issue: 
Documentation / Comments Related.

### Dependencies:
No Dependencies we're changed only updated the files with the wrong
reference.

### Tag maintainer:
 @rlancemartin, @eyurtsev (Thank You for your contributions 😄 )
pull/7575/head
Muneeb Ahmad 1 year ago committed by GitHub
parent 549720ae51
commit 4923cf029a
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23

@ -23,9 +23,9 @@
},
"outputs": [],
"source": [
"#!pip install faiss\n",
"!pip install faiss-gpu # For CUDA 7.5+ Supported GPU's.\n",
"# OR\n",
"!pip install faiss-cpu"
"!pip install faiss-cpu # For CPU Installation"
]
},
{

@ -40,7 +40,7 @@ def dependable_faiss_import(no_avx2: Optional[bool] = None) -> Any:
except ImportError:
raise ImportError(
"Could not import faiss python package. "
"Please install it with `pip install faiss` "
"Please install it with `pip install faiss-gpu` (for CUDA supported GPU) "
"or `pip install faiss-cpu` (depending on Python version)."
)
return faiss

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