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Update openai embeddings notebook with correct embedding model in section 2 (#5831)

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In second section it looks like a copy/paste from the first section and
doesn't include the specific embedding model mentioned in the example so
I added it for clarity.
---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
This commit is contained in:
Charles Lanahan 2023-08-10 22:02:10 -04:00 committed by GitHub
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1 changed files with 113 additions and 13 deletions
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126
docs/extras/integrations/text_embedding/openai.ipynb
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@ -12,7 +12,7 @@
}, },
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"execution_count": 1, "execution_count": 6,
"id": "0be1af71", "id": "0be1af71",
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@ -22,7 +22,7 @@
}, },
{ {
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@ -32,7 +32,7 @@
}, },
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"id": "01370375", "id": "01370375",
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@ -42,7 +42,7 @@
}, },
{ {
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"execution_count": 4, "execution_count": 31,
"id": "bfb6142c", "id": "bfb6142c",
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"outputs": [], "outputs": [],
@ -52,7 +52,32 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 5, "execution_count": 32,
"id": "91bc875d-829b-4c3d-8e6f-fc2dda30a3bd",
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{
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"source": [
"query_result[:5]"
]
},
{
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"id": "0356c3b7", "id": "0356c3b7",
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
@ -60,6 +85,31 @@
"doc_result = embeddings.embed_documents([text])" "doc_result = embeddings.embed_documents([text])"
] ]
}, },
{
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"execution_count": 34,
"id": "a4b0d49e-0c73-44b6-aed5-5b426564e085",
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"source": [
"doc_result[0][:5]"
]
},
{ {
"cell_type": "markdown", "cell_type": "markdown",
"id": "bb61bbeb", "id": "bb61bbeb",
@ -70,7 +120,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": null, "execution_count": 1,
"id": "c0b072cc", "id": "c0b072cc",
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@ -80,17 +130,17 @@
}, },
{ {
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"execution_count": null, "execution_count": 23,
"id": "a56b70f5", "id": "a56b70f5",
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
"embeddings = OpenAIEmbeddings()" "embeddings = OpenAIEmbeddings(model=\"text-search-ada-doc-001\")"
] ]
}, },
{ {
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"execution_count": null, "execution_count": 24,
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@ -100,7 +150,7 @@
}, },
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@ -110,7 +160,32 @@
}, },
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"execution_count": null, "execution_count": 26,
"id": "2ee7ce9f-d506-4810-8897-e44334412714",
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],
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]
},
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"id": "e3221db6", "id": "e3221db6",
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@ -118,6 +193,31 @@
"doc_result = embeddings.embed_documents([text])" "doc_result = embeddings.embed_documents([text])"
] ]
}, },
{
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"id": "a0865409-3a6d-468f-939f-abde17c7cac3",
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},
{ {
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"execution_count": null, "execution_count": null,
@ -132,7 +232,7 @@
], ],
"metadata": { "metadata": {
"kernelspec": { "kernelspec": {
"display_name": "Python 3.11.1 64-bit", "display_name": "Python 3 (ipykernel)",
"language": "python", "language": "python",
"name": "python3" "name": "python3"
}, },
@ -146,7 +246,7 @@
"name": "python", "name": "python",
"nbconvert_exporter": "python", "nbconvert_exporter": "python",
"pygments_lexer": "ipython3", "pygments_lexer": "ipython3",
"version": "3.11.1" "version": "3.9.1"
}, },
"vscode": { "vscode": {
"interpreter": { "interpreter": {