Pinecone向量存储 - 元数据过滤器¶
如果您在colab上打开这个笔记本,您可能需要安装LlamaIndex 🦙。
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%pip install llama-index-vector-stores-pinecone
%pip install llama-index-vector-stores-pinecone
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# !pip install llama-index>=0.9.31 pinecone-client>=3.0.0
# !pip install llama-index>=0.9.31 pinecone-client>=3.0.0
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import logging
import sys
import os
logging.basicConfig(stream=sys.stdout, level=logging.INFO)
logging.getLogger().addHandler(logging.StreamHandler(stream=sys.stdout))
import logging
import sys
import os
logging.basicConfig(stream=sys.stdout, level=logging.INFO)
logging.getLogger().addHandler(logging.StreamHandler(stream=sys.stdout))
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import os
os.environ[
"PINECONE_API_KEY"
] = "<Your Pinecone API key, from app.pinecone.io>"
os.environ["OPENAI_API_KEY"] = "sk-..."
import os
os.environ[
"PINECONE_API_KEY"
] = ""
os.environ["OPENAI_API_KEY"] = "sk-..."
构建一个Pinecone索引并连接到它
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from pinecone import Pinecone
from pinecone import ServerlessSpec
api_key = os.environ["PINECONE_API_KEY"]
pc = Pinecone(api_key=api_key)
from pinecone import Pinecone
from pinecone import ServerlessSpec
api_key = os.environ["PINECONE_API_KEY"]
pc = Pinecone(api_key=api_key)
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# 如果需要,删除
# pc.delete_index("quickstart-index")
# 如果需要,删除
# pc.delete_index("quickstart-index")
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# 文本嵌入维度为1536的索引
pc.create_index(
"quickstart-index",
dimension=1536,
metric="euclidean",
spec=ServerlessSpec(cloud="aws", region="us-west-2"),
)
# 文本嵌入维度为1536的索引
pc.create_index(
"quickstart-index",
dimension=1536,
metric="euclidean",
spec=ServerlessSpec(cloud="aws", region="us-west-2"),
)
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pinecone_index = pc.Index("quickstart-index")
pinecone_index = pc.Index("quickstart-index")
构建PineconeVectorStore和VectorStoreIndex
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from llama_index.core import VectorStoreIndex, StorageContext
from llama_index.vector_stores.pinecone import PineconeVectorStore
from llama_index.core import VectorStoreIndex, StorageContext
from llama_index.vector_stores.pinecone import PineconeVectorStore
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from llama_index.core.schema import TextNode
nodes = [
TextNode(
text="The Shawshank Redemption",
metadata={
"author": "Stephen King",
"theme": "Friendship",
"year": 1994,
},
),
TextNode(
text="The Godfather",
metadata={
"director": "Francis Ford Coppola",
"theme": "Mafia",
"year": 1972,
},
),
TextNode(
text="Inception",
metadata={
"director": "Christopher Nolan",
"theme": "Fiction",
"year": 2010,
},
),
TextNode(
text="To Kill a Mockingbird",
metadata={
"author": "Harper Lee",
"theme": "Mafia",
"year": 1960,
},
),
TextNode(
text="1984",
metadata={
"author": "George Orwell",
"theme": "Totalitarianism",
"year": 1949,
},
),
TextNode(
text="The Great Gatsby",
metadata={
"author": "F. Scott Fitzgerald",
"theme": "The American Dream",
"year": 1925,
},
),
TextNode(
text="Harry Potter and the Sorcerer's Stone",
metadata={
"author": "J.K. Rowling",
"theme": "Fiction",
"year": 1997,
},
),
]
from llama_index.core.schema import TextNode
nodes = [
TextNode(
text="The Shawshank Redemption",
metadata={
"author": "Stephen King",
"theme": "Friendship",
"year": 1994,
},
),
TextNode(
text="The Godfather",
metadata={
"director": "Francis Ford Coppola",
"theme": "Mafia",
"year": 1972,
},
),
TextNode(
text="Inception",
metadata={
"director": "Christopher Nolan",
"theme": "Fiction",
"year": 2010,
},
),
TextNode(
text="To Kill a Mockingbird",
metadata={
"author": "Harper Lee",
"theme": "Mafia",
"year": 1960,
},
),
TextNode(
text="1984",
metadata={
"author": "George Orwell",
"theme": "Totalitarianism",
"year": 1949,
},
),
TextNode(
text="The Great Gatsby",
metadata={
"author": "F. Scott Fitzgerald",
"theme": "The American Dream",
"year": 1925,
},
),
TextNode(
text="Harry Potter and the Sorcerer's Stone",
metadata={
"author": "J.K. Rowling",
"theme": "Fiction",
"year": 1997,
},
),
]
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vector_store = PineconeVectorStore(
pinecone_index=pinecone_index, namespace="test_05_14"
)
storage_context = StorageContext.from_defaults(vector_store=vector_store)
index = VectorStoreIndex(nodes, storage_context=storage_context)
vector_store = PineconeVectorStore(
pinecone_index=pinecone_index, namespace="test_05_14"
)
storage_context = StorageContext.from_defaults(vector_store=vector_store)
index = VectorStoreIndex(nodes, storage_context=storage_context)
INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK" HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
Upserted vectors: 0%| | 0/7 [00:00<?, ?it/s]
定义元数据过滤器
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from llama_index.core.vector_stores import (
MetadataFilter,
MetadataFilters,
FilterOperator,
)
filters = MetadataFilters(
filters=[
MetadataFilter(
key="theme", operator=FilterOperator.EQ, value="Fiction"
),
]
)
from llama_index.core.vector_stores import (
MetadataFilter,
MetadataFilters,
FilterOperator,
)
filters = MetadataFilters(
filters=[
MetadataFilter(
key="theme", operator=FilterOperator.EQ, value="Fiction"
),
]
)
从向量存储中使用过滤器检索
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retriever = index.as_retriever(filters=filters)
retriever.retrieve("What is inception about?")
retriever = index.as_retriever(filters=filters)
retriever.retrieve("What is inception about?")
INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK" HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
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[NodeWithScore(node=TextNode(id_='7fed3d0b-e2d7-432a-9231-3ac02130c00f', embedding=[0.00310940156, -0.0246712118, -0.0222742166, -0.0364649445, -0.00715911388, 0.0117236068, -0.0400604382, -0.0275654588, -0.0157589763, 0.00740136392, 0.0278459582, 0.029962454, 0.0187679715, -0.00440511806, 0.00412780605, 0.00442743069, 0.0276674572, -0.00760536361, -0.00303608901, -0.012947605, -0.00570242899, -0.01923972, 0.00208462193, 0.0092118606, 0.00205274695, -0.0128328558, 0.0136297289, -0.0292994548, 0.0149939768, -0.0193289705, 0.0219937172, -0.00944136083, -0.0221977159, -0.00928198546, -0.00940948538, -0.00429993076, -0.0119786067, -0.0272339582, 0.0158864763, -0.0080261128, 0.0143437283, 0.00407999381, -0.00648655277, -0.0170722231, 0.00394293154, -0.0149939768, -0.00831298716, -0.0212669671, -0.0228479654, 0.0105123585, 0.0167662241, 0.0527849197, -0.0421514362, -0.0262139607, -0.00156506011, -0.00443380559, -0.00724836392, 0.00597655354, 0.0354959443, -0.00842773728, -0.00259143347, 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0.0111959437, -0.00434469478, -0.00521234795, -0.00232177647, 0.0123399608, 0.0101933219, -0.0187284611, 0.0380739234, -0.0221476592, 0.00493277097, -0.00102752668, 0.00693480112, -0.0202966649, -0.000482029718, -0.0274049975], metadata={'author': 'J.K. Rowling', 'theme': 'Fiction', 'year': 1997}, excluded_embed_metadata_keys=[], excluded_llm_metadata_keys=[], relationships={}, hash='1b24f5e9fb6f18cc893e833af8d5f28ff805a6361fc0838a3015c287510d29a3', text="Harry Potter and the Sorcerer's Stone", start_char_idx=None, end_char_idx=None, text_template='{metadata_str}\n\n{content}', metadata_template='{key}: {value}', metadata_seperator='\n'), score=0.467440248)]
多个元数据过滤器与AND
条件
In [ ]:
Copied!
from llama_index.core.vector_stores import FilterOperator, FilterCondition
filters = MetadataFilters(
filters=[
MetadataFilter(key="theme", value="Fiction"),
MetadataFilter(key="year", value=1997, operator=FilterOperator.GT),
],
condition=FilterCondition.AND,
)
retriever = index.as_retriever(filters=filters)
retriever.retrieve("Harry Potter?")
from llama_index.core.vector_stores import FilterOperator, FilterCondition
filters = MetadataFilters(
filters=[
MetadataFilter(key="theme", value="Fiction"),
MetadataFilter(key="year", value=1997, operator=FilterOperator.GT),
],
condition=FilterCondition.AND,
)
retriever = index.as_retriever(filters=filters)
retriever.retrieve("Harry Potter?")
INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK" HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
Out[ ]:
[NodeWithScore(node=TextNode(id_='7fed3d0b-e2d7-432a-9231-3ac02130c00f', embedding=[0.00310940156, -0.0246712118, -0.0222742166, -0.0364649445, -0.00715911388, 0.0117236068, -0.0400604382, -0.0275654588, -0.0157589763, 0.00740136392, 0.0278459582, 0.029962454, 0.0187679715, -0.00440511806, 0.00412780605, 0.00442743069, 0.0276674572, -0.00760536361, -0.00303608901, -0.012947605, -0.00570242899, -0.01923972, 0.00208462193, 0.0092118606, 0.00205274695, -0.0128328558, 0.0136297289, -0.0292994548, 0.0149939768, -0.0193289705, 0.0219937172, -0.00944136083, -0.0221977159, -0.00928198546, -0.00940948538, -0.00429993076, -0.0119786067, -0.0272339582, 0.0158864763, -0.0080261128, 0.0143437283, 0.00407999381, -0.00648655277, -0.0170722231, 0.00394293154, -0.0149939768, -0.00831298716, -0.0212669671, -0.0228479654, 0.0105123585, 0.0167662241, 0.0527849197, -0.0421514362, -0.0262139607, -0.00156506011, -0.00443380559, -0.00724836392, 0.00597655354, 0.0354959443, -0.00842773728, -0.00259143347, 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0.0357764438, -0.033787448, 0.0205529686, -0.00150051329, 0.00978561, 0.00789861288, 0.00180571596, 0.00746511342, -0.01337473, 0.00178340357, -0.00232209032, 0.0161924753, -0.0108056087, 0.0573749132, 0.0132599799, -0.00544742914, 0.0142034786, -0.017199723, -0.0303449538, -0.00172921608, 0.010850233, -0.046409931, -0.0137062287, 0.0321299508, 0.0142927282, 0.016702475, -0.0108247334, -0.0418454371, 0.0107801082, 0.000737108232, 0.00359549443, -0.00790498778, 0.00479080528, 0.0155039765, 0.00797511265, 0.00354130706, -0.00828748755, 0.00862536207, -0.00979198515, 0.0355214477, 0.0140887285, -0.025397962, -0.0525299199, -0.0171104744, -0.0200557187, -0.0168172251, 0.00370068196, 0.0246839616, 0.00443380559, 0.011098858, -0.0148282275, -0.0103147347, 0.0333029479, -0.0236257147, 0.0321299508, -0.0199409705, -0.0260354597, 0.00523067964, 0.0208079685, -0.00128695113, -0.00499161752, -0.0355979465], metadata={'director': 'Christopher Nolan', 'theme': 'Fiction', 'year': 2010}, excluded_embed_metadata_keys=[], excluded_llm_metadata_keys=[], relationships={}, hash='7937eb153ccc78a3329560f37d90466ba748874df6b0303b3b8dd3c732aa7688', text='Inception', start_char_idx=None, end_char_idx=None, text_template='{metadata_str}\n\n{content}', metadata_template='{key}: {value}', metadata_seperator='\n'), score=0.470013738)]
使用OR
条件的多个元数据过滤器
In [ ]:
Copied!
from llama_index.core.vector_stores import FilterOperator, FilterCondition
filters = MetadataFilters(
filters=[
MetadataFilter(key="theme", value="Fiction"),
MetadataFilter(key="year", value=1997, operator=FilterOperator.GT),
],
condition=FilterCondition.OR,
)
retriever = index.as_retriever(filters=filters)
retriever.retrieve("Harry Potter?")
from llama_index.core.vector_stores import FilterOperator, FilterCondition
filters = MetadataFilters(
filters=[
MetadataFilter(key="theme", value="Fiction"),
MetadataFilter(key="year", value=1997, operator=FilterOperator.GT),
],
condition=FilterCondition.OR,
)
retriever = index.as_retriever(filters=filters)
retriever.retrieve("Harry Potter?")
INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK" HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
Out[ ]:
[NodeWithScore(node=TextNode(id_='6b7bdb44-9dc2-48f6-b9cb-05dcaea4889b', embedding=[0.0131883333, -0.0137667693, -0.0396421254, -0.00729471678, -0.0107653309, 0.0171731133, -0.0282276608, -0.0507480912, -0.0210422054, -0.01610622, 0.0254768785, 0.0143452045, 0.0170060098, 0.00128059229, -0.0103797065, -0.000858012936, 0.0219162852, -0.0112602143, 0.015424951, -0.0149622029, -0.0174430497, -0.00926139764, -0.00690909289, 0.0097370008, -0.0101161972, -0.00156177639, 0.0225204285, -0.0414159931, 0.0201038532, 0.00370198837, 0.00786672533, -0.00535053, -0.0264537912, -0.0238444041, -0.0343205184, 0.00850300491, -0.0269165393, -0.00934494939, 0.00577793, -0.0037951807, 0.0304385703, 0.0138181858, -0.0188184399, -0.0150521817, -0.0169160292, -0.0138567481, 0.011915775, -0.0171988215, -0.0302843209, 0.00484921923, 0.017700132, 0.0325209387, -0.0286389925, -0.023600176, -0.00468532881, 0.000876490725, -0.00141154369, 0.00646241195, 0.00751323672, -0.016556114, -0.0100455, -0.00316372188, 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0.0140887285, -0.025397962, -0.0525299199, -0.0171104744, -0.0200557187, -0.0168172251, 0.00370068196, 0.0246839616, 0.00443380559, 0.011098858, -0.0148282275, -0.0103147347, 0.0333029479, -0.0236257147, 0.0321299508, -0.0199409705, -0.0260354597, 0.00523067964, 0.0208079685, -0.00128695113, -0.00499161752, -0.0355979465], metadata={'director': 'Christopher Nolan', 'theme': 'Fiction', 'year': 2010}, excluded_embed_metadata_keys=[], excluded_llm_metadata_keys=[], relationships={}, hash='7937eb153ccc78a3329560f37d90466ba748874df6b0303b3b8dd3c732aa7688', text='Inception', start_char_idx=None, end_char_idx=None, text_template='{metadata_str}\n\n{content}', metadata_template='{key}: {value}', metadata_seperator='\n'), score=0.470002413)]
使用Pinecone特定的关键字参数
In [ ]:
Copied!
retriever = index.as_retriever(
vector_store_kwargs={"filter": {"theme": "Mafia"}}
)
retriever.retrieve("What is inception about?")
retriever = index.as_retriever(
vector_store_kwargs={"filter": {"theme": "Mafia"}}
)
retriever.retrieve("What is inception about?")
INFO:httpx:HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK" HTTP Request: POST https://api.openai.com/v1/embeddings "HTTP/1.1 200 OK"
Out[ ]:
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