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This dataset contains the embeddings for the full fineweb-edu, embedded with the Cohere Embed V3 model.
You can search on this dataset with just 500MB of memory using DiskVectorIndex.
Installation & Usage
Get your free Cohere API key from cohere.com. You must set this API key as an environment variable:
export COHERE_API_KEY=your_api_key
Install the package:
pip install DiskVectorIndex
You can then search via:
from DiskVectorIndex import DiskVectorIndex
index = DiskVectorIndex("Cohere/fineweb-edu-index")
while True:
query = input("\n\nEnter a question: ")
docs = index.search(query, top_k=3)
for doc in docs:
print(doc)
print("=========")
License
Please observe the License for the Fineweb-edu. The license displayed here is just for the embeddings.
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