huggingface / huggingface/agents-course

[QUESTION] Clarify Payment Required for completing Unit 2 notebooks

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Description

For the notebook for [components.ipynb]() I ran the `IngestionPipeline` function as follows:

```py
from llama_index.embeddings.huggingface_api import HuggingFaceInferenceAPIEmbedding
from llama_index.core.node_parser import SentenceSplitter
from llama_index.core.ingestion import IngestionPipeline

# create the pipeline with transformations
pipeline = IngestionPipeline(
transformations=[
SentenceSplitter(),
HuggingFaceInferenceAPIEmbedding(model_name="BAAI/bge-small-en-v1.5"),
]
)

# run the pipeline sync or async
nodes = await pipeline.arun(documents=documents[:10])
nodes
```

I got the following outcome and looks like this .ipynb can't be executed without a payment route:

```python
---------------------------------------------------------------------------

ClientResponseError Traceback (most recent call last)

[](https://localhost:8080/#) in ()
12
13 # run the pipeline sync or async
---> 14 nodes = await pipeline.arun(documents=documents[:10])
15 nodes

12 frames

[/usr/local/lib/python3.11/dist-packages/aiohttp/client_reqrep.py](https://localhost:8080/#) in raise_for_status(self)
1159 self.release()
1160
-> 1161 raise ClientResponseError(
1162 self.request_info,
1163 self.history,

ClientResponseError: 402, message='Payment Required', url='https://api-inference.huggingface.co/pipeline/feature-extraction/BAAI/bge-small-en-v1.5'
```

is there any free and open alternatives?

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