I'm looking to create Settings.embed

I'm looking to create Settings.embed_model=bm25. How would I do that?

5 comments

Please stand by @dkatz123 as I search the knowledge base. I normally take about 20 seconds or so. :wave:

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I'm sorry, but based on the provided knowledge sources, there's no information about setting Settings.embed_model to bm25 in LlamaIndex. The examples provided use different embedding models such as HuggingFaceEmbedding, GradientEmbedding, and OpenAIEmbedding.

Here's an example of how to set Settings.embed_model using HuggingFaceEmbedding:

Plain Text

from llama_index.embeddings.huggingface import HuggingFaceEmbedding
from llama_index.core import Settings

Settings.embed_model = HuggingFaceEmbedding(
    model_name="BAAI/bge-small-en-v1.5"
)

source ()

If you're looking to use a different embedding model like bm25, you would need to check if LlamaIndex supports it and how to properly configure it. I recommend checking the official LlamaIndex documentation or reaching out to their support for more accurate information.
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Note: you can ask me a follow up question by @ mentioning me again :speech_balloon:
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ddkatz123

@kapa.ai Right. I'm trying to include bm25 as a HuggingFaceEmbedding model.

kkapa.ai

Let me check the knowledge base for you. One moment! :books:

kkapa.ai

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I'm sorry, but based on the provided knowledge sources, there's no information about using bm25 as a HuggingFaceEmbedding model in LlamaIndex. The examples provided use different HuggingFace models such as BAAI/bge-small-en-v1.5.

Here's an example of how to set a HuggingFace model with HuggingFaceEmbedding:

Plain Text

from llama_index.embeddings.huggingface import HuggingFaceEmbedding

embed_model = HuggingFaceEmbedding(model_name="BAAI/bge-small-en-v1.5")

source ()

If you're looking to use a different HuggingFace model like bm25, you would need to check if it's available on HuggingFace and how to properly configure it. I recommend checking the official HuggingFace model hub or reaching out to their support for more accurate information.
----------------------
Note: you can ask me a follow up question by @ mentioning me again :speech_balloon:
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I'm looking to create Settings.embed_model=bm25. How would I do that?