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add everyting for docs

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ishaan-jaff 2023-07-29 07:00:13 -07:00
parent de45a738ee
commit 0fe8799f94
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docs/extras/integrations/text_embedding/modelscope_hub.ipynb Normal file
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{
"cells": [
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"# ModelScope\n",
"\n",
"Let's load the ModelScope Embedding class."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"from langchain.embeddings import ModelScopeEmbeddings"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"model_id = \"damo/nlp_corom_sentence-embedding_english-base\""
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"embeddings = ModelScopeEmbeddings(model_id=model_id)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"text = \"This is a test document.\""
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"query_result = embeddings.embed_query(text)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"doc_results = embeddings.embed_documents([\"foo\"])"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "chatgpt",
"language": "python",
"name": "python3"
},
"language_info": {
"name": "python",
"version": "3.9.15"
},
"orig_nbformat": 4
},
"nbformat": 4,
"nbformat_minor": 2
}