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docs: update astradb imports to in docs/sample notebook to import from partner package (#17627)

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This PR replaces the imports of the Astra DB vector store with the
newly-released partner package, in compliance with the deprecation
notice now attached to the community "legacy" store.
This commit is contained in:
Stefano Lottini 2024-02-16 17:30:13 +01:00 committed by GitHub
parent 19ebc7418e
commit 2a239710a0
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2 changed files with 28 additions and 11 deletions
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8
docs/docs/integrations/providers/astradb.mdx
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@ -14,8 +14,8 @@ pip install "astrapy>=0.7.1"
## Vector Store ## Vector Store
```python ```python
from langchain_community.vectorstores import AstraDB from langchain_astradb import AstraDBVectorStore
vector_store = AstraDB( vector_store = AstraDBVectorStore(
embedding=my_embedding, embedding=my_embedding,
collection_name="my_store", collection_name="my_store",
api_endpoint="...", api_endpoint="...",
@ -82,10 +82,10 @@ Learn more in the [example notebook](/docs/integrations/document_loaders/astradb
## Self-querying retriever ## Self-querying retriever
```python ```python
from langchain_community.vectorstores import AstraDB from langchain_astradb import AstraDBVectorStore
from langchain.retrievers.self_query.base import SelfQueryRetriever from langchain.retrievers.self_query.base import SelfQueryRetriever
vector_store = AstraDB( vector_store = AstraDBVectorStore(
embedding=my_embedding, embedding=my_embedding,
collection_name="my_store", collection_name="my_store",
api_endpoint="...", api_endpoint="...",

31
docs/docs/integrations/vectorstores/astradb.ipynb
View File

@ -31,7 +31,7 @@
"id": "bb9be7ce-8c70-4d46-9f11-71c42a36e928", "id": "bb9be7ce-8c70-4d46-9f11-71c42a36e928",
"metadata": {}, "metadata": {},
"source": [ "source": [
"### Setup and general dependencies" "## Setup and general dependencies"
] ]
}, },
{ {
@ -39,7 +39,7 @@
"id": "dbe7c156-0413-47e3-9237-4769c4248869", "id": "dbe7c156-0413-47e3-9237-4769c4248869",
"metadata": {}, "metadata": {},
"source": [ "source": [
"Use of the integration requires the following Python package." "Use of the integration requires the corresponding Python package:"
] ]
}, },
{ {
@ -49,7 +49,7 @@
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
"%pip install --upgrade --quiet \"astrapy>=0.7.1\"" "pip install --upgrade langchain-astradb"
] ]
}, },
{ {
@ -57,8 +57,25 @@
"id": "2453d83a-bc8f-41e1-a692-befe4dd90156", "id": "2453d83a-bc8f-41e1-a692-befe4dd90156",
"metadata": {}, "metadata": {},
"source": [ "source": [
"_Note: depending on your LangChain setup, you may need to install/upgrade other dependencies needed for this demo_\n", "_**Note.** the following are all packages required to run the full demo on this page. Depending on your LangChain setup, some of them may need to be installed:_"
"_(specifically, recent versions of `datasets`, `langchain-openai` and `pypdf` are required, along with `langchain-community`)._" ]
},
{
"cell_type": "code",
"execution_count": null,
"id": "56c1f86e-5921-4976-ac8f-1d62e5a512b0",
"metadata": {},
"outputs": [],
"source": [
"pip install langchain langchain-openai datasets pypdf"
]
},
{
"cell_type": "markdown",
"id": "c2910035-e61f-48d9-a110-d68c401b62aa",
"metadata": {},
"source": [
"### Import dependencies"
] ]
}, },
{ {
@ -118,7 +135,7 @@
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
"from langchain_community.vectorstores import AstraDB" "from langchain_astradb import AstraDBVectorStore"
] ]
}, },
{ {
@ -167,7 +184,7 @@
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
"vstore = AstraDB(\n", "vstore = AstraDBVectorStore(\n",
" embedding=embe,\n", " embedding=embe,\n",
" collection_name=\"astra_vector_demo\",\n", " collection_name=\"astra_vector_demo\",\n",
" api_endpoint=ASTRA_DB_API_ENDPOINT,\n", " api_endpoint=ASTRA_DB_API_ENDPOINT,\n",