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pinecone[patch], docs: PineconeVectorStore, release 0.0.3 (#17896)

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This commit is contained in:
Erick Friis
2024-02-22 08:24:08 -08:00
committed by GitHub
parent e5e38e89ce
commit a53370a060
22 changed files with 130 additions and 128 deletions
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13
cookbook/rag_fusion.ipynb
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@@ -19,7 +19,9 @@
"source": [
"## Setup\n",
"\n",
"For this example, we will use Pinecone and some fake data"
"For this example, we will use Pinecone and some fake data. To configure Pinecone, set the following environment variable:\n",
"\n",
"- `PINECONE_API_KEY`: Your Pinecone API key"
]
},
{
@@ -29,11 +31,8 @@
"metadata": {},
"outputs": [],
"source": [
"import pinecone\n",
"from langchain_community.vectorstores import Pinecone\n",
"from langchain_openai import OpenAIEmbeddings\n",
"\n",
"pinecone.init(api_key=\"...\", environment=\"...\")"
"from langchain_pinecone import PineconeVectorStore"
]
},
{
@@ -64,7 +63,7 @@
"metadata": {},
"outputs": [],
"source": [
"vectorstore = Pinecone.from_texts(\n",
"vectorstore = PineconeVectorStore.from_texts(\n",
" list(all_documents.values()), OpenAIEmbeddings(), index_name=\"rag-fusion\"\n",
")"
]
@@ -162,7 +161,7 @@
"metadata": {},
"outputs": [],
"source": [
"vectorstore = Pinecone.from_existing_index(\"rag-fusion\", OpenAIEmbeddings())\n",
"vectorstore = PineconeVectorStore.from_existing_index(\"rag-fusion\", OpenAIEmbeddings())\n",
"retriever = vectorstore.as_retriever()"
]
},