Weaviate Vector Store Metadata Filter¶
If you're opening this Notebook on colab, you will probably need to install LlamaIndex 🦙.
In [ ]:
Copied!
%pip install llama-index-vector-stores-weaviate
%pip install llama-index-vector-stores-weaviate
In [ ]:
Copied!
!pip install llama-index weaviate-client
!pip install llama-index weaviate-client
Creating a Weaviate Client¶
In [ ]:
Copied!
import os
import openai
os.environ["OPENAI_API_KEY"] = "sk-<your key here>"
openai.api_key = os.environ["OPENAI_API_KEY"]
import os
import openai
os.environ["OPENAI_API_KEY"] = "sk-"
openai.api_key = os.environ["OPENAI_API_KEY"]
In [ ]:
Copied!
import logging
import sys
logging.basicConfig(stream=sys.stdout, level=logging.INFO)
logging.getLogger().addHandler(logging.StreamHandler(stream=sys.stdout))
import logging
import sys
logging.basicConfig(stream=sys.stdout, level=logging.INFO)
logging.getLogger().addHandler(logging.StreamHandler(stream=sys.stdout))
In [ ]:
Copied!
import weaviate
# cloud
resource_owner_config = weaviate.AuthClientPassword(
username="",
password="",
)
client = weaviate.Client(
"https://test.weaviate.network",
auth_client_secret=resource_owner_config,
)
# local
# client = weaviate.Client("http://localhost:8081")
import weaviate
# cloud
resource_owner_config = weaviate.AuthClientPassword(
username="",
password="",
)
client = weaviate.Client(
"https://test.weaviate.network",
auth_client_secret=resource_owner_config,
)
# local
# client = weaviate.Client("http://localhost:8081")
Load documents, build the VectorStoreIndex¶
In [ ]:
Copied!
from llama_index.core import VectorStoreIndex
from llama_index.vector_stores.weaviate import WeaviateVectorStore
from IPython.display import Markdown, display
from llama_index.core import VectorStoreIndex
from llama_index.vector_stores.weaviate import WeaviateVectorStore
from IPython.display import Markdown, display
Metadata Filtering¶
Let's insert a dummy document, and try to filter so that only that document is returned.
In [ ]:
Copied!
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,
},
),
]
In [ ]:
Copied!
from llama_index.core import StorageContext
vector_store = WeaviateVectorStore(
weaviate_client=client, index_name="LlamaIndex_filter"
)
storage_context = StorageContext.from_defaults(vector_store=vector_store)
index = VectorStoreIndex(nodes, storage_context=storage_context)
from llama_index.core import StorageContext
vector_store = WeaviateVectorStore(
weaviate_client=client, index_name="LlamaIndex_filter"
)
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"
In [ ]:
Copied!
retriever = index.as_retriever()
retriever.retrieve("What is inception?")
retriever = index.as_retriever()
retriever.retrieve("What is inception?")
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_='7c4ebf8f-da25-4143-bef3-22545c65949d', embedding=[0.0031094016, -0.024671212, -0.022274217, -0.036464944, -0.007159114, 0.011723607, -0.04006044, -0.027565459, -0.015758976, 0.007401364, 0.027845958, 0.029962454, 0.018767972, -0.004405118, 0.004127806, 0.0044274307, 0.027667457, -0.0076053636, -0.003036089, -0.012947605, -0.005702429, -0.01923972, 0.002084622, 0.009211861, 0.002052747, -0.012832856, 0.013629729, -0.029299455, 0.014993977, -0.01932897, 0.021993717, -0.009441361, -0.022197716, -0.009281985, -0.009409485, -0.0042999308, -0.011978607, -0.027233958, 0.015886476, -0.008026113, 0.014343728, 0.004079994, -0.006486553, -0.017072223, 0.0039429315, -0.014993977, -0.008312987, -0.021266967, -0.022847965, 0.0105123585, 0.016766224, 0.05278492, -0.042151436, -0.02621396, -0.0015650601, -0.0044338056, -0.007248364, 0.0059765535, 0.035495944, -0.008427737, -0.0025914335, -0.0074842386, -0.011360233, 0.0044656806, 0.0011020765, -0.008147238, -0.029350456, -0.0015993257, -0.002620121, -0.00987486, 0.040595938, 0.050081924, 0.024250463, 0.0016622787, 0.0017292161, 0.020769719, 0.010888483, -0.017722473, -0.018143222, 0.010282859, -0.0019268409, -0.01313248, -0.016855475, 0.030701954, 0.021470968, 0.01935447, -0.0075224885, 0.023625715, 0.011175358, -0.0034297449, 0.0028496208, 0.0019427782, 0.039830938, 0.023485465, -0.01999197, 0.015452976, -0.01319623, -0.0012494981, 0.013489479, -0.01976247, 0.021203218, 0.013706229, -0.016957475, -0.02051472, -0.0043604933, -0.030701954, 0.017658724, -0.0038791816, 0.024734963, -0.010352984, -0.017454723, 0.014152478, 0.03261445, -0.015287227, -0.013361979, 0.001427201, 0.03207895, -0.012909356, 0.011219983, -0.023013715, 0.016154226, 0.03320095, 0.0028719332, -0.011768232, 0.01945647, 0.013425729, 0.0026822772, -0.0010184047, -0.00237309, -0.0019013409, 0.028712956, 0.0060530533, 0.016472975, -0.006113616, -0.019163221, 0.025283212, -0.015236227, 0.034271948, -0.018219722, -0.028865956, 0.017327223, 0.031721953, -0.013884729, 0.021521967, 0.0014861696, 0.019022971, 0.00023627307, 0.014037728, 0.029630955, 1.5576392e-05, 0.013667979, 0.002153153, -0.0030010266, 0.018665971, -0.0041150562, 0.030727454, 0.016077725, 0.006384553, 0.006486553, 0.015095977, 0.002675902, 0.004376431, 0.003831369, 0.00076499884, 0.030115454, 0.022376215, 0.018041223, -0.0012925293, -0.011933981, 0.012973106, -0.0027938394, 0.00654074, -0.024926212, 0.029120956, -0.0025276837, 0.001995372, 0.014241728, 0.0016152632, -0.036056943, -0.029426955, 0.018002972, 0.016651474, 0.037790943, 0.03243595, -0.024913462, -0.012494981, 0.024581963, -0.021317968, 0.018997472, 0.003528557, 0.005033055, 0.021458218, 0.023816964, 0.0024209025, -0.651575, -0.019035721, 0.0048704925, -0.008657237, 0.0117427325, 0.016651474, 0.0011953107, 0.022656715, -0.014547728, -0.010569734, -0.011105233, -0.008593487, 0.01869147, -0.013910228, -0.043298934, -0.007936863, -0.022082966, -0.0070953644, -0.027871458, 0.0034361198, -0.016778974, 0.016243475, -0.045593932, -0.010607984, -0.004943805, 0.0025292775, 0.03312445, -0.02572946, 0.006231553, -0.003251245, -0.0039238064, 0.015057727, 0.009944985, 0.022541966, 0.042559434, 0.008771987, -0.011181733, 0.030778453, 0.007286614, 0.043579433, -0.012565106, -0.0064196154, 0.020999217, 0.004803555, -0.01331098, 0.025130212, 0.0098939845, -0.029146455, 0.023128465, -0.015516726, 0.01883172, 0.00030440578, -0.0046378053, 0.015644226, -0.0043923683, 0.022376215, 0.02613746, 0.01295398, -0.0011291702, 0.0151342265, -0.008708237, -0.018627722, -0.029732954, 0.017378224, -0.021177718, 0.022733215, -0.014777227, -0.014891977, 0.018296221, -0.028253958, 0.02023422, 0.03317545, -0.0073312386, -0.015159727, 0.006199678, -0.013897479, 0.04567043, 0.0031269328, 0.018755222, 0.017798973, -0.007841238, -0.014789977, -0.013425729, -0.014968477, 0.028202957, -0.0064196154, -0.027973458, -0.008077113, 0.015695225, -0.0008391081, -0.0074523636, -0.008720987, -0.013502229, 0.0006394912, -0.00991311, 0.004357306, 0.009275611, 0.008727361, 0.02036172, -0.018627722, 0.011353858, -0.008159988, -0.002752402, -0.004931055, -0.0006359053, 0.017135974, 0.008153613, 0.016587725, 0.03891294, -0.016294476, 0.010722734, -0.03223195, -0.014738978, 0.010607984, 0.009199111, -0.026723959, 0.027820457, 0.017875472, 0.017148724, -0.010021484, -0.0113156075, -0.0048386175, 0.0076563633, 0.009358486, 0.030574454, 0.008669986, -0.01310698, -0.0027651521, -0.03307345, 0.0042266184, 0.023600213, 0.014840977, 0.03812244, -0.01939272, 0.00067216303, 0.018665971, 0.0043796184, -0.034067947, 0.014981227, -0.037790943, -0.034067947, 0.004414681, -0.0033946824, -0.011978607, -0.012278231, -0.04569593, -0.01990272, 0.0036305569, 0.0079241125, 0.014751728, -0.021687716, 0.00978561, 0.01325998, 0.021572968, 0.0014614665, -0.032282952, 0.008988736, -0.023383465, -0.017556723, -0.02523221, 0.027080959, 0.015019477, -0.04006044, -0.010907608, 0.025283212, -0.002707777, 0.018716972, 0.023345215, -0.017174223, -0.01881897, 0.008013363, -0.010748234, -0.007630863, 0.0014088729, 0.022388967, 0.029885955, -0.015835475, -0.002683871, 0.0151979765, -0.022006467, 0.010525109, -0.0060881157, -0.021802466, -0.014254478, 0.024875212, 0.013833729, 0.042023934, 0.027488958, -0.0026280896, 0.0063781776, -0.011258232, 0.0030313078, 0.0075479886, -0.021534717, 0.0018009348, 0.028075457, 0.017225225, 0.012188981, 0.0018089035, 0.020909969, 0.036643445, -0.016052226, -0.0027954332, -0.0070124893, 0.021343468, 0.003528557, 0.023574714, -0.028814957, 0.008740111, -0.028534457, 0.011608858, -0.012201731, -0.022758715, -0.0074459887, 0.011117983, 0.034042448, -0.023600213, 0.010333859, -0.030115454, -0.012169857, -0.01301773, -0.00030440578, 0.010161734, 0.009033361, -0.010652609, -0.0045995554, -0.022860715, 0.005813991, 0.017594973, -0.04028994, -0.002886277, 0.03345595, -0.0008454831, 0.017505724, -0.020425469, 0.00477168, 0.022682216, -0.014496728, 0.038530443, 0.012552355, 0.0061104284, 0.01325998, 0.02664746, -0.01982622, 0.012724481, -0.028534457, 0.02014497, 0.0023364339, -0.021113968, 0.015975725, -0.015376477, -0.02048922, -0.016447475, -0.0067192395, 0.020731468, -0.00648974, -0.0034424947, -0.02013222, 0.018053973, 0.03870894, -0.004127806, -0.015618727, 0.007471489, 0.01351498, 0.004841805, -0.023039214, -0.0011984982, -0.0027794957, -0.02001747, -0.0021419968, -0.0016431537, -0.0034679947, 0.009581611, 0.010754609, 0.0083512375, 0.011270983, 0.0063239904, 0.017492974, 0.017747972, 0.009447736, -0.017811723, -0.009211861, 0.011296483, -0.00012471074, 0.0025723085, -0.006097678, -0.0011251858, 0.0016543099, -0.010639858, 0.013049605, -0.017773474, 0.00953061, 0.001199295, -0.02037447, 0.0042521185, -0.034067947, 0.021789717, -0.016549475, 0.00660449, -0.016345475, -0.02599721, -0.010352984, 0.015809976, -0.00949236, 0.024173964, -0.009626235, -0.0028480268, -0.011800107, 0.013871979, -0.010072485, 0.02609921, 0.0093393605, -0.013604229, -0.023153964, 0.024416212, -0.01319623, -0.014968477, -0.028075457, -0.00073312386, -0.0020431844, -0.0043094936, -0.01997922, -0.022197716, 0.022235965, 0.09149386, 0.036056943, -0.010977733, 0.018653221, 0.0005530304, -0.011245483, -0.035699945, 0.017556723, 0.011111608, -0.014267229, 0.015631476, -0.014177978, 0.017964723, 0.006145491, 0.007343989, -0.00976011, -0.036668945, -0.0056546163, -0.00986211, -0.017008474, -0.037535943, -0.010333859, 0.022949966, 0.027310459, 0.0017849973, -0.04781243, 0.03450145, -0.00040959314, -0.014177978, -0.015580476, 0.0043318057, -0.001950747, -0.011417608, -0.00052195234, 0.006193303, 0.01954572, 0.026698459, 0.020208718, 0.020425469, -0.009562486, -0.011015983, -0.012169857, 0.015019477, -0.004487993, 0.0074906135, -0.035954945, -0.0041628685, 0.026825959, 0.028610956, -0.016026726, 0.022261467, 0.033302948, -0.030701954, 0.012099732, 0.012125231, 0.0060084285, 0.0034074322, 0.00976011, -0.01340023, 0.015873726, -0.01973697, -0.028381458, 0.0054187416, -0.018857222, -0.01908672, -0.01973697, -0.007732863, -0.007503364, -0.0126097305, -0.00662999, -0.005613179, -0.02034897, -0.028304957, -0.0133492295, 0.020667719, -0.020476468, 0.010123485, -0.0044114934, 0.0034998697, 0.010231859, -0.016842725, -0.027310459, -0.011353858, -0.018232472, -0.0042457436, 0.0068403645, -0.0126671055, -0.007955988, -0.0033054324, 0.004382806, 0.0010056547, -0.022605715, 0.020960968, -0.009587985, 0.020718718, 0.017250724, 0.0045676804, 0.0151342265, 0.029171955, -0.0057693664, 0.018232472, -0.019163221, -0.024671212, 0.0028591831, 0.015019477, -0.0036464944, 0.0012765918, 0.032002453, -0.016957475, 0.0014192322, 0.015784476, 0.0062921154, 0.008727361, -0.020782469, -0.0027651521, 0.030905953, -0.013693479, 0.022121217, -0.0049469923, -0.0043859934, 0.0050713047, 0.0059510535, 0.004041744, 0.01963497, 0.0028480268, 0.0073631136, 0.022669466, 0.0034201823, 0.011481358, 0.03447595, -0.03292045, 0.021738717, -0.011914857, -0.021751467, -0.02623946, -0.021521967, -0.014471228, 0.0018407784, -0.018908221, -0.016103225, -0.014904727, 0.0031938702, 0.00673199, -0.022427216, 0.004166056, -0.017531224, 0.016625974, -0.004781243, -0.028763955, 0.018640472, -0.00040959314, 0.009791985, -0.020654969, -0.011111608, 0.009983235, -0.055538915, -0.03159445, -0.012635231, 0.01997922, 0.021776967, 0.02616296, 0.0042138686, 0.021356218, 0.0066809896, 0.011474983, 0.01949472, 0.0109394835, 0.008204613, -0.01966047, 0.016179726, 0.0016120757, -0.015389226, 0.020450968, 0.0058076163, 0.020183219, 0.0075862384, -0.009097111, 0.015516726, -0.0018869971, 0.017212473, -0.02664746, -0.001805716, -0.011889357, -0.021993717, -0.021674966, -0.006789365, -0.00019483564, 0.007700988, 0.009944985, -0.022478215, 0.036388446, -0.01920147, 0.014713477, -0.0068212394, 0.009046111, -0.003302245, -0.008427737, -0.01995372, 0.017237974, 0.012367481, 0.004143744, 0.01352773, 0.007139989, -1.6497777e-05, -0.0035954944, 0.040111437, -0.0029022144, 0.021113968, 0.0051478045, -0.00044106963, -0.005176492, -0.021993717, -0.024773212, -0.02680046, -0.0075352383, 0.011953107, -0.012157107, 0.022758715, 0.0008327331, -0.020068469, 0.0124184815, -0.017696973, 0.030038955, 0.014751728, 0.02000472, 0.0020782468, -0.0095242355, -0.020999217, 0.02510471, -0.005265742, -0.0075734886, 0.014114228, -0.0005717569, 0.008854861, -0.016868224, -0.03399145, -2.2063443e-05, -0.030574454, -0.02027247, 0.011653482, 0.015325476, 0.027208459, -0.012514106, -0.029426955, -0.0058171786, 0.027973458, -0.008281113, -0.009211861, -0.018920971, -0.016370974, -0.0028767143, -0.015095977, -0.02595896, 0.023906214, -0.008644487, -0.024454463, 0.021713218, -0.01945647, 0.0033723698, 0.008542487, -0.015746227, 0.027182959, -0.00054227264, -0.00660449, 0.044063933, 0.0047047427, -0.0086636115, -0.0151979765, -0.0021037469, 0.024135713, -0.007375864, -0.0028289019, -0.022643965, 0.0028289019, 0.015389226, 0.0095242355, -0.008956862, -0.030089954, -0.004079994, -0.008695487, -0.0035253696, -0.007222864, 0.017441973, -0.014713477, -0.0025021837, -0.012016857, -0.012584231, -0.0059988657, 0.014955727, -0.042559434, -0.006177366, -0.022503715, -0.01001511, 0.020438218, -0.02621396, 0.0023555588, 0.0110032335, 0.03197695, -0.015669726, -0.018665971, -0.008988736, -0.003088683, 0.008287488, 0.005581304, 0.0038568692, -0.0028241207, 0.027641958, -0.008975986, 0.00959436, 0.01966047, -0.003946119, 0.0030823078, -0.0032496513, -0.022414466, -0.010690859, 0.016026726, -0.014203479, 0.01006611, -0.043400932, -0.0036783693, -0.032537952, 0.0077137384, 0.016753474, -0.00045700712, 0.0018073097, 0.0121124815, -0.0010024672, 0.017263474, -0.03850494, -0.0070316144, 0.00019184736, 0.02600996, -0.008223738, -0.00652799, -0.007892238, -0.0008932955, -0.014305478, 0.008217363, -0.015873726, -0.011583357, -0.0023810589, 0.015542226, 0.007828488, 0.02616296, -0.011366608, -0.022835216, -0.010627109, -0.021572968, -0.024683962, -0.0074268635, -0.008593487, 0.056252915, 0.0056960536, 0.0051892423, -0.008567987, -0.015899226, 0.0033819324, -0.018767972, -0.02008122, 0.028075457, 0.0040831813, 0.016817225, -0.008000613, 0.008446862, -0.012239981, 0.007318489, -0.0042712437, 0.017849972, 0.022567466, -0.0018965596, 0.016982974, 0.014891977, -0.018015722, -0.014088728, 0.0097091105, 0.0055207415, 0.00021256608, 0.008370362, -0.008140863, -0.010709983, 0.0033723698, -0.029554455, -0.009065236, 0.016523974, 0.0069997394, -0.029401455, 0.0011642326, -0.007987862, -0.008121737, -0.005472929, 0.00657899, -0.00040919468, 0.0005347023, 0.005833116, -0.013922979, -0.014177978, -0.0035381196, -0.011736357, -0.0018965596, 0.0021356218, 0.035317447, 0.0017786223, 0.004121431, -0.0011331545, -0.005195617, -0.00051039766, -0.021330718, -0.0116789825, -0.008312987, -0.029656455, 0.0069104894, -0.004025806, 0.012520481, -0.016880974, 0.0056259288, -0.005297617, 0.01024461, -0.020935468, 0.0026615583, 0.015580476, -0.037816443, 0.020183219, -0.017135974, -0.0021818404, 0.0041086813, -0.024467213, 0.0019443721, 0.0027619645, -0.0025260898, 0.0030089954, -0.020310719, 0.009058861, -0.028483456, 0.0022902153, 0.011755482, 0.029452454, 0.2042037, -0.0007462723, -0.016294476, 0.022427216, 0.01319623, 0.027259458, 0.010748234, -0.005511179, -0.011978607, 0.011347483, -0.0018599035, 0.016077725, 0.014662477, -0.006416428, -0.005788491, -0.016549475, -0.018385472, -0.01311973, -0.010824733, -0.007987862, -0.003509432, -0.006763865, -0.024798712, -0.021649467, 0.015248977, -0.0004932649, 0.0016399663, -0.002253559, 0.030089954, 0.021050218, -0.0037102443, -0.018767972, 0.01018086, -0.004191556, -0.031007953, 0.014866477, 0.008198237, 0.0037644317, -0.0064738025, -0.00995136, -0.015478476, 0.014369228, -0.0015013103, 0.0053263046, 0.019150471, 0.015210727, -0.011411233, 0.004153306, 0.0049278676, 0.044369932, -0.027004458, -0.03276745, 0.011768232, 0.034399446, -0.016919224, 0.0019395908, 0.0018981533, 0.013910228, 0.0008638112, -0.0061168033, 0.0062028654, 0.02618846, 0.0030105892, -0.01925247, -0.00057693664, 0.048628427, -0.015121477, 0.014050478, 0.017862722, -0.016625974, 0.01959672, -0.0028209332, -0.02608646, -0.015159727, -0.011666232, -0.01883172, 0.008631737, 0.03401695, 0.01908672, 0.04049394, -0.014152478, -0.006636365, 0.017352724, -0.021649467, -0.021088468, -0.021840716, -0.0090907365, -0.0033118075, 0.00028866754, -0.016855475, 0.0036337445, -0.0040130564, -0.012475856, 0.013629729, 0.018296221, -0.007943238, 0.03294595, 0.017059473, -0.016587725, 0.0007351161, -0.01994097, 0.0068913647, 0.0121124815, -0.0009817485, -0.017084975, -0.009345735, -0.01932897, 0.0060466784, 0.015452976, -0.035164446, 0.018041223, 0.010913983, 0.009326611, -0.0012845605, 0.014126979, 0.014075979, -0.010136235, -0.020068469, 0.0031396828, -0.030803952, -0.0019587157, -0.030676452, 0.003087089, 0.007337614, 0.005405992, -0.0054697418, 0.007184614, -0.0061709904, 0.00947961, -0.035393946, -0.00094429543, -0.02595896, 0.016319975, -0.04610393, 0.009868485, 0.01304323, 0.01997922, 0.015554977, 0.0007673894, -0.012106107, -0.0063558654, -0.025818711, 0.0021866218, 0.02692796, -0.020055719, -0.009141736, 0.013667979, -0.010646233, -0.019265221, -0.016179726, -0.005265742, -0.018245222, -0.01012986, -0.016613225, 0.03182395, -0.0022009653, 0.0048258677, -0.028738456, -0.029783955, 0.011545108, -0.029324954, 0.016727975, 0.023051964, -0.022274217, -0.03340495, 0.025385212, -0.16034375, 0.0038281817, 0.015389226, -0.042227935, 0.034067947, -0.013540479, 0.010270109, -0.0041628685, -0.02629046, 0.01309423, -0.013706229, 0.019265221, -0.02597171, 0.0012136388, 0.007771113, 0.01311973, -0.012947605, 0.018997472, 0.004538993, -0.0024989962, 0.022720465, -0.021598468, 0.0001437361, -0.01327273, 0.0058108037, 0.010856609, -0.011800107, 0.021560216, 0.0036624318, -0.021088468, -0.016332725, -0.00993861, 0.015580476, 0.000129492, 0.018793471, 0.004067244, -0.006107241, -0.0080452375, -0.0041756188, 0.029426955, 0.03998394, 0.027590958, 0.0076818634, 0.00011116389, -0.007171864, 0.00973461, 0.031109953, 0.014369228, 0.0053773043, -0.021572968, 0.0004633821, -0.034424946, 0.009600735, -0.01986447, 0.023396214, 0.024951711, 0.007139989, -0.003869619, -0.015452976, -0.007822113, -0.04572143, -0.023115715, 0.009383986, -0.0004741399, -0.014305478, -0.004073619, 0.0029755267, 0.007299364, 0.00019124971, 0.0024543712, -0.019787969, -0.021113968, 0.0112518575, -0.018219722, -0.0024352462, 0.008013363, 0.0031492452, -0.015299977, 0.011984982, -0.0099577345, -0.020310719, 0.041539438, 0.004596368, -0.017123224, 0.028942456, -0.00034843307, -0.009390361, -0.008013363, -0.015848225, 0.00979836, -0.011672608, -0.033863947, -0.018512972, -0.0025802774, -0.0032799325, 0.00968361, 0.01306873, -0.0031890888, 0.01981347, -0.005096805, -0.0069742394, 0.012188981, 0.0002506168, 0.0021324342, 0.013833729, 0.036592443, 0.004685618, 0.0029659641, 0.015414727, 0.00656624, 0.00033727684, 0.010397609, 0.021764217, 0.011270983, -0.007375864, 0.008842112, 0.0009299517, -0.0032018388, 0.01944372, 0.002814558, 0.036362946, -0.022669466, -0.018857222, 0.002223278, -0.017314473, -0.009804735, -0.08037588, -0.009199111, -0.0026982147, 0.014789977, 0.0067511145, 0.011627982, -0.021394467, 0.0028018083, -0.017097725, 0.025410712, -0.017531224, -0.02636696, -0.0050234925, -0.007834863, 0.013706229, 0.009288361, -0.014942978, -0.036974944, -0.016995724, 0.021789717, -0.0055079916, 0.00010648226, 0.020667719, -0.016676975, -0.03363445, 0.022031967, -0.023115715, 0.0017849973, 0.016460225, -0.018640472, 0.002569121, -0.023957213, 0.007669113, -0.028814957, -0.0013785916, -0.008064363, -0.009919485, 0.0045039305, 0.031237453, -0.030421454, 0.0043222434, 0.0028257144, 0.021075718, 0.017378224, 0.01345123, -0.004803555, -0.012883855, 0.023459964, 0.023638465, -0.015988475, -0.02677496, -0.02616296, -0.02034897, -0.04444643, 0.023816964, -0.017735222, 0.02636696, -0.027539957, -0.031160953, 0.012922105, 0.0006394912, -0.017977472, -0.017684223, 0.017862722, 0.016090475, -0.030982453, -0.017480223, -0.0034201823, 0.0074778637, 0.017518474, -0.031135453, 0.016281726, -0.010843858, -0.00039046817, -0.03898944, -0.018449223, -0.029120956, -0.014687978, 0.022924464, -0.01338748, -0.021598468, -0.024696711, -0.0006351084, -0.022937216, -0.004532618, 0.030880453, 0.0032926826, -0.0008789518, 0.0045804307, -0.00979836, -0.0071017393, 0.007904988, 0.02011947, -0.006075366, -0.004143744, -0.0109394835, -0.0019427782, 0.010990484, 0.009307486, 0.035674445, -0.027743958, -0.014050478, -0.07400089, 0.02048922, 0.015580476, -0.009383986, 0.00256434, 0.016651474, 0.028585456, -6.180752e-05, -0.0009395142, -0.00086062367, -0.013999479, 0.022503715, -0.0121762315, 0.0031715576, -0.024696711, -0.021802466, 0.0019364033, 0.014305478, -0.022835216, 0.00987486, -0.01357873, -0.009600735, -0.0014056853, 0.0014200291, -0.014509478, -0.016179726, 0.012909356, 0.0132854795, -0.015784476, 0.0005530304, 0.013782729, -0.015032227, 0.013961229, 0.010110735, -0.00977286, -0.014636978, -0.02629046, 0.015044977, 0.014675228, 0.016421976, -0.0039046817, -0.032027952, 0.011736357, -0.0043923683, -0.017607722, 0.011366608, -0.024938961, 0.0010000766, 0.00493743, 0.027692957, 0.006508865, 0.0016750287, -0.024543712, -0.001812091, 0.004414681, -0.008121737, 0.020782469, 0.00947961, -0.008077113, -0.024581963, 0.040952936, -0.005574929, 0.008217363, 0.000754241, 0.01930347, 0.009753735, -0.0024974025, 0.011449482, 0.017543973, -0.028865956, -0.022312466, 0.012724481, 0.025142962, 0.023141215, -0.0046824305, -0.00121842, 0.022325216, 0.007152739, -0.0029133705, 0.01004061, 0.021164969, 0.0030743391, -0.05385592, 0.024212213, 0.007700988, 0.03274195, -0.010225484, 0.014840977, 6.7435445e-05, 0.014075979, 0.007866738, 0.014305478, 0.01337473, 0.014177978, -0.008274738, -0.0063718027, -0.03258895, -0.002683871, 0.020897219, -0.0017993411, -0.0046441806, -0.012144356, -0.014598728, -0.01957122, -0.008459612, 0.0025659336, 0.0020352157, -0.033302948, 0.013553229, 0.009441361, 0.025461711, 0.02064222, -0.024581963, -0.003200245, -0.03766344, -0.00019672822, 0.004191556, -0.0021643091, -0.02588246, 0.01267348, -0.0030026205, 0.016498474, 0.04128444, -0.0069678645, 0.022172216, 0.0069742394, 0.035776444, -0.033787448, 0.020552969, -0.0015005133, 0.00978561, 0.007898613, 0.001805716, 0.0074651134, -0.01337473, 0.0017834036, -0.0023220903, 0.016192475, -0.010805609, 0.057374913, 0.01325998, -0.005447429, 0.014203479, -0.017199723, -0.030344954, -0.0017292161, 0.010850233, -0.04640993, -0.013706229, 0.03212995, 0.014292728, 0.016702475, -0.010824733, -0.041845437, 0.010780108, 0.00073710823, 0.0035954944, -0.007904988, 0.0047908053, 0.0155039765, 0.007975113, 0.003541307, -0.008287488, 0.008625362, -0.009791985, 0.035521448, 0.014088728, -0.025397962, -0.05252992, -0.017110474, -0.020055719, -0.016817225, 0.003700682, 0.024683962, 0.0044338056, 0.011098858, -0.014828227, -0.010314735, 0.033302948, -0.023625715, 0.03212995, -0.01994097, -0.02603546, 0.0052306796, 0.020807968, -0.0012869511, -0.0049916175, -0.035597946], metadata={'director': 'Christopher Nolan', 'theme': 'Fiction', 'year': 2010}, excluded_embed_metadata_keys=[], excluded_llm_metadata_keys=[], relationships={}, hash='110b4ab08da17685bdc3d53aecf6085a535dd00a43612eed991bce8074aa36a9', 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=0.83969581), NodeWithScore(node=TextNode(id_='80bfb600-e257-42b8-ac48-9416be89ef99', embedding=[0.0031094016, -0.024671212, -0.022274217, -0.036464944, -0.007159114, 0.011723607, -0.04006044, -0.027565459, -0.015758976, 0.007401364, 0.027845958, 0.029962454, 0.018767972, -0.004405118, 0.004127806, 0.0044274307, 0.027667457, -0.0076053636, -0.003036089, -0.012947605, -0.005702429, -0.01923972, 0.002084622, 0.009211861, 0.002052747, -0.012832856, 0.013629729, -0.029299455, 0.014993977, -0.01932897, 0.021993717, -0.009441361, -0.022197716, -0.009281985, -0.009409485, -0.0042999308, -0.011978607, -0.027233958, 0.015886476, -0.008026113, 0.014343728, 0.004079994, -0.006486553, -0.017072223, 0.0039429315, -0.014993977, -0.008312987, -0.021266967, -0.022847965, 0.0105123585, 0.016766224, 0.05278492, -0.042151436, -0.02621396, -0.0015650601, -0.0044338056, -0.007248364, 0.0059765535, 0.035495944, -0.008427737, -0.0025914335, -0.0074842386, -0.011360233, 0.0044656806, 0.0011020765, -0.008147238, -0.029350456, -0.0015993257, -0.002620121, -0.00987486, 0.040595938, 0.050081924, 0.024250463, 0.0016622787, 0.0017292161, 0.020769719, 0.010888483, -0.017722473, -0.018143222, 0.010282859, -0.0019268409, -0.01313248, -0.016855475, 0.030701954, 0.021470968, 0.01935447, -0.0075224885, 0.023625715, 0.011175358, -0.0034297449, 0.0028496208, 0.0019427782, 0.039830938, 0.023485465, -0.01999197, 0.015452976, -0.01319623, -0.0012494981, 0.013489479, -0.01976247, 0.021203218, 0.013706229, -0.016957475, -0.02051472, -0.0043604933, -0.030701954, 0.017658724, -0.0038791816, 0.024734963, -0.010352984, -0.017454723, 0.014152478, 0.03261445, -0.015287227, -0.013361979, 0.001427201, 0.03207895, -0.012909356, 0.011219983, -0.023013715, 0.016154226, 0.03320095, 0.0028719332, -0.011768232, 0.01945647, 0.013425729, 0.0026822772, -0.0010184047, -0.00237309, -0.0019013409, 0.028712956, 0.0060530533, 0.016472975, -0.006113616, -0.019163221, 0.025283212, -0.015236227, 0.034271948, -0.018219722, -0.028865956, 0.017327223, 0.031721953, -0.013884729, 0.021521967, 0.0014861696, 0.019022971, 0.00023627307, 0.014037728, 0.029630955, 1.5576392e-05, 0.013667979, 0.002153153, -0.0030010266, 0.018665971, -0.0041150562, 0.030727454, 0.016077725, 0.006384553, 0.006486553, 0.015095977, 0.002675902, 0.004376431, 0.003831369, 0.00076499884, 0.030115454, 0.022376215, 0.018041223, -0.0012925293, -0.011933981, 0.012973106, -0.0027938394, 0.00654074, -0.024926212, 0.029120956, -0.0025276837, 0.001995372, 0.014241728, 0.0016152632, -0.036056943, -0.029426955, 0.018002972, 0.016651474, 0.037790943, 0.03243595, -0.024913462, -0.012494981, 0.024581963, -0.021317968, 0.018997472, 0.003528557, 0.005033055, 0.021458218, 0.023816964, 0.0024209025, -0.651575, -0.019035721, 0.0048704925, -0.008657237, 0.0117427325, 0.016651474, 0.0011953107, 0.022656715, -0.014547728, -0.010569734, -0.011105233, -0.008593487, 0.01869147, -0.013910228, -0.043298934, -0.007936863, -0.022082966, -0.0070953644, -0.027871458, 0.0034361198, -0.016778974, 0.016243475, -0.045593932, -0.010607984, -0.004943805, 0.0025292775, 0.03312445, -0.02572946, 0.006231553, -0.003251245, -0.0039238064, 0.015057727, 0.009944985, 0.022541966, 0.042559434, 0.008771987, -0.011181733, 0.030778453, 0.007286614, 0.043579433, -0.012565106, -0.0064196154, 0.020999217, 0.004803555, -0.01331098, 0.025130212, 0.0098939845, -0.029146455, 0.023128465, -0.015516726, 0.01883172, 0.00030440578, -0.0046378053, 0.015644226, -0.0043923683, 0.022376215, 0.02613746, 0.01295398, -0.0011291702, 0.0151342265, -0.008708237, -0.018627722, -0.029732954, 0.017378224, -0.021177718, 0.022733215, -0.014777227, -0.014891977, 0.018296221, -0.028253958, 0.02023422, 0.03317545, -0.0073312386, -0.015159727, 0.006199678, -0.013897479, 0.04567043, 0.0031269328, 0.018755222, 0.017798973, -0.007841238, -0.014789977, -0.013425729, -0.014968477, 0.028202957, -0.0064196154, -0.027973458, -0.008077113, 0.015695225, -0.0008391081, -0.0074523636, -0.008720987, -0.013502229, 0.0006394912, -0.00991311, 0.004357306, 0.009275611, 0.008727361, 0.02036172, -0.018627722, 0.011353858, -0.008159988, -0.002752402, -0.004931055, -0.0006359053, 0.017135974, 0.008153613, 0.016587725, 0.03891294, -0.016294476, 0.010722734, -0.03223195, -0.014738978, 0.010607984, 0.009199111, -0.026723959, 0.027820457, 0.017875472, 0.017148724, -0.010021484, -0.0113156075, -0.0048386175, 0.0076563633, 0.009358486, 0.030574454, 0.008669986, -0.01310698, -0.0027651521, -0.03307345, 0.0042266184, 0.023600213, 0.014840977, 0.03812244, -0.01939272, 0.00067216303, 0.018665971, 0.0043796184, -0.034067947, 0.014981227, -0.037790943, -0.034067947, 0.004414681, -0.0033946824, -0.011978607, -0.012278231, -0.04569593, -0.01990272, 0.0036305569, 0.0079241125, 0.014751728, -0.021687716, 0.00978561, 0.01325998, 0.021572968, 0.0014614665, -0.032282952, 0.008988736, -0.023383465, -0.017556723, -0.02523221, 0.027080959, 0.015019477, -0.04006044, -0.010907608, 0.025283212, -0.002707777, 0.018716972, 0.023345215, -0.017174223, -0.01881897, 0.008013363, -0.010748234, -0.007630863, 0.0014088729, 0.022388967, 0.029885955, -0.015835475, -0.002683871, 0.0151979765, -0.022006467, 0.010525109, -0.0060881157, -0.021802466, -0.014254478, 0.024875212, 0.013833729, 0.042023934, 0.027488958, -0.0026280896, 0.0063781776, -0.011258232, 0.0030313078, 0.0075479886, -0.021534717, 0.0018009348, 0.028075457, 0.017225225, 0.012188981, 0.0018089035, 0.020909969, 0.036643445, -0.016052226, -0.0027954332, -0.0070124893, 0.021343468, 0.003528557, 0.023574714, -0.028814957, 0.008740111, -0.028534457, 0.011608858, -0.012201731, -0.022758715, -0.0074459887, 0.011117983, 0.034042448, -0.023600213, 0.010333859, -0.030115454, -0.012169857, -0.01301773, -0.00030440578, 0.010161734, 0.009033361, -0.010652609, -0.0045995554, -0.022860715, 0.005813991, 0.017594973, -0.04028994, -0.002886277, 0.03345595, -0.0008454831, 0.017505724, -0.020425469, 0.00477168, 0.022682216, -0.014496728, 0.038530443, 0.012552355, 0.0061104284, 0.01325998, 0.02664746, -0.01982622, 0.012724481, -0.028534457, 0.02014497, 0.0023364339, -0.021113968, 0.015975725, -0.015376477, -0.02048922, -0.016447475, -0.0067192395, 0.020731468, -0.00648974, -0.0034424947, -0.02013222, 0.018053973, 0.03870894, -0.004127806, -0.015618727, 0.007471489, 0.01351498, 0.004841805, -0.023039214, -0.0011984982, -0.0027794957, -0.02001747, -0.0021419968, -0.0016431537, -0.0034679947, 0.009581611, 0.010754609, 0.0083512375, 0.011270983, 0.0063239904, 0.017492974, 0.017747972, 0.009447736, -0.017811723, -0.009211861, 0.011296483, -0.00012471074, 0.0025723085, -0.006097678, -0.0011251858, 0.0016543099, -0.010639858, 0.013049605, -0.017773474, 0.00953061, 0.001199295, -0.02037447, 0.0042521185, -0.034067947, 0.021789717, -0.016549475, 0.00660449, -0.016345475, -0.02599721, -0.010352984, 0.015809976, -0.00949236, 0.024173964, -0.009626235, -0.0028480268, -0.011800107, 0.013871979, -0.010072485, 0.02609921, 0.0093393605, -0.013604229, -0.023153964, 0.024416212, -0.01319623, -0.014968477, -0.028075457, -0.00073312386, -0.0020431844, -0.0043094936, -0.01997922, -0.022197716, 0.022235965, 0.09149386, 0.036056943, -0.010977733, 0.018653221, 0.0005530304, -0.011245483, -0.035699945, 0.017556723, 0.011111608, -0.014267229, 0.015631476, -0.014177978, 0.017964723, 0.006145491, 0.007343989, -0.00976011, -0.036668945, -0.0056546163, -0.00986211, -0.017008474, -0.037535943, -0.010333859, 0.022949966, 0.027310459, 0.0017849973, -0.04781243, 0.03450145, -0.00040959314, -0.014177978, -0.015580476, 0.0043318057, -0.001950747, -0.011417608, -0.00052195234, 0.006193303, 0.01954572, 0.026698459, 0.020208718, 0.020425469, -0.009562486, -0.011015983, -0.012169857, 0.015019477, -0.004487993, 0.0074906135, -0.035954945, -0.0041628685, 0.026825959, 0.028610956, -0.016026726, 0.022261467, 0.033302948, -0.030701954, 0.012099732, 0.012125231, 0.0060084285, 0.0034074322, 0.00976011, -0.01340023, 0.015873726, -0.01973697, -0.028381458, 0.0054187416, -0.018857222, -0.01908672, -0.01973697, -0.007732863, -0.007503364, -0.0126097305, -0.00662999, -0.005613179, -0.02034897, -0.028304957, -0.0133492295, 0.020667719, -0.020476468, 0.010123485, -0.0044114934, 0.0034998697, 0.010231859, -0.016842725, -0.027310459, -0.011353858, -0.018232472, -0.0042457436, 0.0068403645, -0.0126671055, -0.007955988, -0.0033054324, 0.004382806, 0.0010056547, -0.022605715, 0.020960968, -0.009587985, 0.020718718, 0.017250724, 0.0045676804, 0.0151342265, 0.029171955, -0.0057693664, 0.018232472, -0.019163221, -0.024671212, 0.0028591831, 0.015019477, -0.0036464944, 0.0012765918, 0.032002453, -0.016957475, 0.0014192322, 0.015784476, 0.0062921154, 0.008727361, -0.020782469, -0.0027651521, 0.030905953, -0.013693479, 0.022121217, -0.0049469923, -0.0043859934, 0.0050713047, 0.0059510535, 0.004041744, 0.01963497, 0.0028480268, 0.0073631136, 0.022669466, 0.0034201823, 0.011481358, 0.03447595, -0.03292045, 0.021738717, -0.011914857, -0.021751467, -0.02623946, -0.021521967, -0.014471228, 0.0018407784, -0.018908221, -0.016103225, -0.014904727, 0.0031938702, 0.00673199, -0.022427216, 0.004166056, -0.017531224, 0.016625974, -0.004781243, -0.028763955, 0.018640472, -0.00040959314, 0.009791985, -0.020654969, -0.011111608, 0.009983235, -0.055538915, -0.03159445, -0.012635231, 0.01997922, 0.021776967, 0.02616296, 0.0042138686, 0.021356218, 0.0066809896, 0.011474983, 0.01949472, 0.0109394835, 0.008204613, -0.01966047, 0.016179726, 0.0016120757, -0.015389226, 0.020450968, 0.0058076163, 0.020183219, 0.0075862384, -0.009097111, 0.015516726, -0.0018869971, 0.017212473, -0.02664746, -0.001805716, -0.011889357, -0.021993717, -0.021674966, -0.006789365, -0.00019483564, 0.007700988, 0.009944985, -0.022478215, 0.036388446, -0.01920147, 0.014713477, -0.0068212394, 0.009046111, -0.003302245, -0.008427737, -0.01995372, 0.017237974, 0.012367481, 0.004143744, 0.01352773, 0.007139989, -1.6497777e-05, -0.0035954944, 0.040111437, -0.0029022144, 0.021113968, 0.0051478045, -0.00044106963, -0.005176492, -0.021993717, -0.024773212, -0.02680046, -0.0075352383, 0.011953107, -0.012157107, 0.022758715, 0.0008327331, -0.020068469, 0.0124184815, -0.017696973, 0.030038955, 0.014751728, 0.02000472, 0.0020782468, -0.0095242355, -0.020999217, 0.02510471, -0.005265742, -0.0075734886, 0.014114228, -0.0005717569, 0.008854861, -0.016868224, -0.03399145, -2.2063443e-05, -0.030574454, -0.02027247, 0.011653482, 0.015325476, 0.027208459, -0.012514106, -0.029426955, -0.0058171786, 0.027973458, -0.008281113, -0.009211861, -0.018920971, -0.016370974, -0.0028767143, -0.015095977, -0.02595896, 0.023906214, -0.008644487, -0.024454463, 0.021713218, -0.01945647, 0.0033723698, 0.008542487, -0.015746227, 0.027182959, -0.00054227264, -0.00660449, 0.044063933, 0.0047047427, -0.0086636115, -0.0151979765, -0.0021037469, 0.024135713, -0.007375864, -0.0028289019, -0.022643965, 0.0028289019, 0.015389226, 0.0095242355, -0.008956862, -0.030089954, -0.004079994, -0.008695487, -0.0035253696, -0.007222864, 0.017441973, -0.014713477, -0.0025021837, -0.012016857, -0.012584231, -0.0059988657, 0.014955727, -0.042559434, -0.006177366, -0.022503715, -0.01001511, 0.020438218, -0.02621396, 0.0023555588, 0.0110032335, 0.03197695, -0.015669726, -0.018665971, -0.008988736, -0.003088683, 0.008287488, 0.005581304, 0.0038568692, -0.0028241207, 0.027641958, -0.008975986, 0.00959436, 0.01966047, -0.003946119, 0.0030823078, -0.0032496513, -0.022414466, -0.010690859, 0.016026726, -0.014203479, 0.01006611, -0.043400932, -0.0036783693, -0.032537952, 0.0077137384, 0.016753474, -0.00045700712, 0.0018073097, 0.0121124815, -0.0010024672, 0.017263474, -0.03850494, -0.0070316144, 0.00019184736, 0.02600996, -0.008223738, -0.00652799, -0.007892238, -0.0008932955, -0.014305478, 0.008217363, -0.015873726, -0.011583357, -0.0023810589, 0.015542226, 0.007828488, 0.02616296, -0.011366608, -0.022835216, -0.010627109, -0.021572968, -0.024683962, -0.0074268635, -0.008593487, 0.056252915, 0.0056960536, 0.0051892423, -0.008567987, -0.015899226, 0.0033819324, -0.018767972, -0.02008122, 0.028075457, 0.0040831813, 0.016817225, -0.008000613, 0.008446862, -0.012239981, 0.007318489, -0.0042712437, 0.017849972, 0.022567466, -0.0018965596, 0.016982974, 0.014891977, -0.018015722, -0.014088728, 0.0097091105, 0.0055207415, 0.00021256608, 0.008370362, -0.008140863, -0.010709983, 0.0033723698, -0.029554455, -0.009065236, 0.016523974, 0.0069997394, -0.029401455, 0.0011642326, -0.007987862, -0.008121737, -0.005472929, 0.00657899, -0.00040919468, 0.0005347023, 0.005833116, -0.013922979, -0.014177978, -0.0035381196, -0.011736357, -0.0018965596, 0.0021356218, 0.035317447, 0.0017786223, 0.004121431, -0.0011331545, -0.005195617, -0.00051039766, -0.021330718, -0.0116789825, -0.008312987, -0.029656455, 0.0069104894, -0.004025806, 0.012520481, -0.016880974, 0.0056259288, -0.005297617, 0.01024461, -0.020935468, 0.0026615583, 0.015580476, -0.037816443, 0.020183219, -0.017135974, -0.0021818404, 0.0041086813, -0.024467213, 0.0019443721, 0.0027619645, -0.0025260898, 0.0030089954, -0.020310719, 0.009058861, -0.028483456, 0.0022902153, 0.011755482, 0.029452454, 0.2042037, -0.0007462723, -0.016294476, 0.022427216, 0.01319623, 0.027259458, 0.010748234, -0.005511179, -0.011978607, 0.011347483, -0.0018599035, 0.016077725, 0.014662477, -0.006416428, -0.005788491, -0.016549475, -0.018385472, -0.01311973, -0.010824733, -0.007987862, -0.003509432, -0.006763865, -0.024798712, -0.021649467, 0.015248977, -0.0004932649, 0.0016399663, -0.002253559, 0.030089954, 0.021050218, -0.0037102443, -0.018767972, 0.01018086, -0.004191556, -0.031007953, 0.014866477, 0.008198237, 0.0037644317, -0.0064738025, -0.00995136, -0.015478476, 0.014369228, -0.0015013103, 0.0053263046, 0.019150471, 0.015210727, -0.011411233, 0.004153306, 0.0049278676, 0.044369932, -0.027004458, -0.03276745, 0.011768232, 0.034399446, -0.016919224, 0.0019395908, 0.0018981533, 0.013910228, 0.0008638112, -0.0061168033, 0.0062028654, 0.02618846, 0.0030105892, -0.01925247, -0.00057693664, 0.048628427, -0.015121477, 0.014050478, 0.017862722, -0.016625974, 0.01959672, -0.0028209332, -0.02608646, -0.015159727, -0.011666232, -0.01883172, 0.008631737, 0.03401695, 0.01908672, 0.04049394, -0.014152478, -0.006636365, 0.017352724, -0.021649467, -0.021088468, -0.021840716, -0.0090907365, -0.0033118075, 0.00028866754, -0.016855475, 0.0036337445, -0.0040130564, -0.012475856, 0.013629729, 0.018296221, -0.007943238, 0.03294595, 0.017059473, -0.016587725, 0.0007351161, -0.01994097, 0.0068913647, 0.0121124815, -0.0009817485, -0.017084975, -0.009345735, -0.01932897, 0.0060466784, 0.015452976, -0.035164446, 0.018041223, 0.010913983, 0.009326611, -0.0012845605, 0.014126979, 0.014075979, -0.010136235, -0.020068469, 0.0031396828, -0.030803952, -0.0019587157, -0.030676452, 0.003087089, 0.007337614, 0.005405992, -0.0054697418, 0.007184614, -0.0061709904, 0.00947961, -0.035393946, -0.00094429543, -0.02595896, 0.016319975, -0.04610393, 0.009868485, 0.01304323, 0.01997922, 0.015554977, 0.0007673894, -0.012106107, -0.0063558654, -0.025818711, 0.0021866218, 0.02692796, -0.020055719, -0.009141736, 0.013667979, -0.010646233, -0.019265221, -0.016179726, -0.005265742, -0.018245222, -0.01012986, -0.016613225, 0.03182395, -0.0022009653, 0.0048258677, -0.028738456, -0.029783955, 0.011545108, -0.029324954, 0.016727975, 0.023051964, -0.022274217, -0.03340495, 0.025385212, -0.16034375, 0.0038281817, 0.015389226, -0.042227935, 0.034067947, -0.013540479, 0.010270109, -0.0041628685, -0.02629046, 0.01309423, -0.013706229, 0.019265221, -0.02597171, 0.0012136388, 0.007771113, 0.01311973, -0.012947605, 0.018997472, 0.004538993, -0.0024989962, 0.022720465, -0.021598468, 0.0001437361, -0.01327273, 0.0058108037, 0.010856609, -0.011800107, 0.021560216, 0.0036624318, -0.021088468, -0.016332725, -0.00993861, 0.015580476, 0.000129492, 0.018793471, 0.004067244, -0.006107241, -0.0080452375, -0.0041756188, 0.029426955, 0.03998394, 0.027590958, 0.0076818634, 0.00011116389, -0.007171864, 0.00973461, 0.031109953, 0.014369228, 0.0053773043, -0.021572968, 0.0004633821, -0.034424946, 0.009600735, -0.01986447, 0.023396214, 0.024951711, 0.007139989, -0.003869619, -0.015452976, -0.007822113, -0.04572143, -0.023115715, 0.009383986, -0.0004741399, -0.014305478, -0.004073619, 0.0029755267, 0.007299364, 0.00019124971, 0.0024543712, -0.019787969, -0.021113968, 0.0112518575, -0.018219722, -0.0024352462, 0.008013363, 0.0031492452, -0.015299977, 0.011984982, -0.0099577345, -0.020310719, 0.041539438, 0.004596368, -0.017123224, 0.028942456, -0.00034843307, -0.009390361, -0.008013363, -0.015848225, 0.00979836, -0.011672608, -0.033863947, -0.018512972, -0.0025802774, -0.0032799325, 0.00968361, 0.01306873, -0.0031890888, 0.01981347, -0.005096805, -0.0069742394, 0.012188981, 0.0002506168, 0.0021324342, 0.013833729, 0.036592443, 0.004685618, 0.0029659641, 0.015414727, 0.00656624, 0.00033727684, 0.010397609, 0.021764217, 0.011270983, -0.007375864, 0.008842112, 0.0009299517, -0.0032018388, 0.01944372, 0.002814558, 0.036362946, -0.022669466, -0.018857222, 0.002223278, -0.017314473, -0.009804735, -0.08037588, -0.009199111, -0.0026982147, 0.014789977, 0.0067511145, 0.011627982, -0.021394467, 0.0028018083, -0.017097725, 0.025410712, -0.017531224, -0.02636696, -0.0050234925, -0.007834863, 0.013706229, 0.009288361, -0.014942978, -0.036974944, -0.016995724, 0.021789717, -0.0055079916, 0.00010648226, 0.020667719, -0.016676975, -0.03363445, 0.022031967, -0.023115715, 0.0017849973, 0.016460225, -0.018640472, 0.002569121, -0.023957213, 0.007669113, -0.028814957, -0.0013785916, -0.008064363, -0.009919485, 0.0045039305, 0.031237453, -0.030421454, 0.0043222434, 0.0028257144, 0.021075718, 0.017378224, 0.01345123, -0.004803555, -0.012883855, 0.023459964, 0.023638465, -0.015988475, -0.02677496, -0.02616296, -0.02034897, -0.04444643, 0.023816964, -0.017735222, 0.02636696, -0.027539957, -0.031160953, 0.012922105, 0.0006394912, -0.017977472, -0.017684223, 0.017862722, 0.016090475, -0.030982453, -0.017480223, -0.0034201823, 0.0074778637, 0.017518474, -0.031135453, 0.016281726, -0.010843858, -0.00039046817, -0.03898944, -0.018449223, -0.029120956, -0.014687978, 0.022924464, -0.01338748, -0.021598468, -0.024696711, -0.0006351084, -0.022937216, -0.004532618, 0.030880453, 0.0032926826, -0.0008789518, 0.0045804307, -0.00979836, -0.0071017393, 0.007904988, 0.02011947, -0.006075366, -0.004143744, -0.0109394835, -0.0019427782, 0.010990484, 0.009307486, 0.035674445, -0.027743958, -0.014050478, -0.07400089, 0.02048922, 0.015580476, -0.009383986, 0.00256434, 0.016651474, 0.028585456, -6.180752e-05, -0.0009395142, -0.00086062367, -0.013999479, 0.022503715, -0.0121762315, 0.0031715576, -0.024696711, -0.021802466, 0.0019364033, 0.014305478, -0.022835216, 0.00987486, -0.01357873, -0.009600735, -0.0014056853, 0.0014200291, -0.014509478, -0.016179726, 0.012909356, 0.0132854795, -0.015784476, 0.0005530304, 0.013782729, -0.015032227, 0.013961229, 0.010110735, -0.00977286, -0.014636978, -0.02629046, 0.015044977, 0.014675228, 0.016421976, -0.0039046817, -0.032027952, 0.011736357, -0.0043923683, -0.017607722, 0.011366608, -0.024938961, 0.0010000766, 0.00493743, 0.027692957, 0.006508865, 0.0016750287, -0.024543712, -0.001812091, 0.004414681, -0.008121737, 0.020782469, 0.00947961, -0.008077113, -0.024581963, 0.040952936, -0.005574929, 0.008217363, 0.000754241, 0.01930347, 0.009753735, -0.0024974025, 0.011449482, 0.017543973, -0.028865956, -0.022312466, 0.012724481, 0.025142962, 0.023141215, -0.0046824305, -0.00121842, 0.022325216, 0.007152739, -0.0029133705, 0.01004061, 0.021164969, 0.0030743391, -0.05385592, 0.024212213, 0.007700988, 0.03274195, -0.010225484, 0.014840977, 6.7435445e-05, 0.014075979, 0.007866738, 0.014305478, 0.01337473, 0.014177978, -0.008274738, -0.0063718027, -0.03258895, -0.002683871, 0.020897219, -0.0017993411, -0.0046441806, -0.012144356, -0.014598728, -0.01957122, -0.008459612, 0.0025659336, 0.0020352157, -0.033302948, 0.013553229, 0.009441361, 0.025461711, 0.02064222, -0.024581963, -0.003200245, -0.03766344, -0.00019672822, 0.004191556, -0.0021643091, -0.02588246, 0.01267348, -0.0030026205, 0.016498474, 0.04128444, -0.0069678645, 0.022172216, 0.0069742394, 0.035776444, -0.033787448, 0.020552969, -0.0015005133, 0.00978561, 0.007898613, 0.001805716, 0.0074651134, -0.01337473, 0.0017834036, -0.0023220903, 0.016192475, -0.010805609, 0.057374913, 0.01325998, -0.005447429, 0.014203479, -0.017199723, -0.030344954, -0.0017292161, 0.010850233, -0.04640993, -0.013706229, 0.03212995, 0.014292728, 0.016702475, -0.010824733, -0.041845437, 0.010780108, 0.00073710823, 0.0035954944, -0.007904988, 0.0047908053, 0.0155039765, 0.007975113, 0.003541307, -0.008287488, 0.008625362, -0.009791985, 0.035521448, 0.014088728, -0.025397962, -0.05252992, -0.017110474, -0.020055719, -0.016817225, 0.003700682, 0.024683962, 0.0044338056, 0.011098858, -0.014828227, -0.010314735, 0.033302948, -0.023625715, 0.03212995, -0.01994097, -0.02603546, 0.0052306796, 0.020807968, -0.0012869511, -0.0049916175, -0.035597946], metadata={'director': 'Christopher Nolan', 'theme': 'Fiction', 'year': 2010}, excluded_embed_metadata_keys=[], excluded_llm_metadata_keys=[], relationships={}, hash='110b4ab08da17685bdc3d53aecf6085a535dd00a43612eed991bce8074aa36a9', 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=0.83969581)]
In [ ]:
Copied!
from llama_index.core.vector_stores import (
MetadataFilter,
MetadataFilters,
FilterOperator,
)
filters = MetadataFilters(
filters=[
MetadataFilter(key="theme", operator=FilterOperator.EQ, value="Mafia"),
]
)
retriever = index.as_retriever(filters=filters)
retriever.retrieve("What is inception about?")
from llama_index.core.vector_stores import (
MetadataFilter,
MetadataFilters,
FilterOperator,
)
filters = MetadataFilters(
filters=[
MetadataFilter(key="theme", operator=FilterOperator.EQ, value="Mafia"),
]
)
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"
Out[ ]:
[NodeWithScore(node=TextNode(id_='f63fa125-e2b3-43ec-9f43-e5e2bcdb7688', embedding=[-0.0017992554, -0.023927106, -0.012763222, -0.035462487, -0.0096715875, 0.025614595, -0.0005037285, 0.00077920506, -0.021824038, -0.027831001, 0.023939699, 0.018700922, 0.028435476, -0.0018008294, 0.006447725, 0.015376314, 0.029065136, -0.008059656, 0.010395697, -0.0004836581, 0.0102949515, 0.0069199707, -0.029719982, -0.00061431265, 0.0047161584, -0.0010271339, 0.0043352135, -0.026974663, 0.021484021, -0.017517159, 0.012013925, -0.024078224, -0.0065106913, 0.0020322297, 0.010093461, -0.003085337, 0.005758247, -0.010477553, 0.0009570842, 0.014633314, 0.014003653, 0.007461479, -0.008280038, -0.016849719, 0.0058306577, -0.0027594878, 0.022516666, -0.011724281, -0.01363845, 0.014570348, 0.007058496, 0.03148303, -0.014809619, -0.030173339, 0.020048395, 0.0094763925, 0.0050089504, -0.016320804, 0.0038850063, -0.017869769, 0.010804977, 0.0044359593, -0.025589408, 0.0125932135, -0.0018937044, -0.013588077, -0.00084768067, 0.010301248, -0.0058715856, -0.0043226206, 0.03480764, 0.025148647, -0.015439279, 0.01501111, 0.007064793, -0.008815249, -0.02143365, -0.0030333903, -0.008103733, 0.0005914875, 0.02178626, -0.017731244, -0.0032333075, 0.021811444, 0.010080867, 0.023070766, -0.019380955, 0.021597361, 0.0018669439, 0.0018842595, -0.012851374, 0.0037622224, 0.018700922, 0.013298433, -0.011510197, 0.021723293, -0.0006332025, 0.0036520318, 0.029317, -0.010679045, -0.0016213761, -0.00085712556, 0.0035512862, -0.011365375, -0.019544667, -0.0059975176, 0.021206971, -0.0039574173, 0.015628178, -0.00554731, -0.025816087, 0.018600175, 0.03347276, -0.046594888, 0.011925773, -0.008645241, 0.01963282, -0.0071151652, 0.018020889, -0.026370188, -0.007140352, 0.0454615, 0.023901919, -0.017995702, 0.03029927, -0.011894289, 0.010005307, 8.4905805e-05, -0.013222874, -0.0063060513, 0.057828035, 0.01293323, 0.0007575605, 0.010351622, -0.007984097, 0.019960243, 0.00097203866, 0.023498936, -0.023662647, -0.012700255, 0.027604323, 0.027402831, -0.01081757, 0.010162723, -0.0117935445, 0.0061990093, 0.023373004, 0.005934552, 0.020060988, -0.020854361, 0.020980293, -0.026244257, -0.002293539, 0.019645413, 0.027679883, 0.012442094, 0.007990394, -0.0090293335, -0.012756925, 0.011359078, 0.008840435, 0.026521306, -0.0040927944, -0.0067499625, 0.007568521, 0.026622053, 0.023864139, 0.001266405, 0.0063942038, -0.0030695957, -0.00015603779, 0.021118818, -0.009482689, 0.026042765, -0.0083493, 0.03138229, 0.020715836, 0.014507381, -0.035286184, -0.0092623085, -0.00083508744, 0.021421056, 0.03508469, 0.046191905, -0.0092623085, 0.0075622243, -0.00045965228, -0.0013726603, 0.015338534, -0.0033088666, -0.0009232399, 0.018990565, 0.021144005, -0.008506715, -0.66048884, -0.010912019, -0.018134227, -0.009218232, 0.003082189, 0.029871102, 0.012215417, 0.025299765, -0.017240109, -0.005471751, -0.00766297, 0.0096904775, 0.04102869, -0.005978628, -0.0480557, -0.031205982, -0.01324806, -0.0129836025, -0.033346828, 0.005169514, -0.021169191, 0.014431822, -0.01998543, 0.003030242, 0.010861646, 0.0016245245, 0.029644424, -0.022088496, 0.0037496292, 0.004017235, -0.014922958, 0.009363054, 0.005783433, 0.008897105, 0.03790557, 0.002389562, -0.024594545, 0.034404658, -0.0031813604, 0.022881867, -0.011377968, -0.0047570863, 0.017177142, -0.007190725, -0.011869104, -0.013134722, 0.034983948, -0.03100449, 0.014507381, 0.0096904775, 0.0042407643, 0.008588571, 0.00083508744, 0.013877721, 0.00087758957, 0.0038629682, 0.029921474, 0.011377968, 0.00043840124, 0.009325274, -0.006686996, -0.0046468955, 0.01657267, 0.0016260986, 0.013827348, -0.002584757, -0.007902241, 0.00022707137, 0.02178626, -0.01254284, -0.00018909496, 0.007108869, -0.021798853, -0.026672425, 0.0237508, -0.006850708, 0.017643092, 0.009325274, 0.011037951, 0.0056449077, -0.013550297, -0.0003061725, -0.024607139, -0.008355597, 0.012423205, -0.007921131, -0.04996987, 0.026546493, 0.0058904756, 0.0007130907, 0.03271717, -0.011157587, -0.008745987, 0.02332263, 0.003312015, 0.018625362, -0.004703565, -0.0049963575, 0.018738702, -0.031105237, -0.0067940387, -0.00027960868, -0.009224528, 0.0018417574, 0.02128253, 0.0062116026, 0.0012065872, 0.028259171, 0.051430684, -0.022075903, 0.03586547, -0.00384093, -0.00573306, -0.0136258565, 0.011220553, -0.02841029, 0.026345002, -0.0035260997, -0.0009405556, -0.0013616412, -0.0136258565, -0.0021597361, 0.0022494628, -0.007864461, 0.018637955, 0.0068318183, -0.023587089, -0.025916833, -0.011623535, 0.015703736, 0.020312853, -0.0020070435, 0.014519975, -0.007505555, 0.017668279, -0.0018811112, 0.0024556767, -0.013059162, 0.021597361, -0.031961575, 0.010301248, -0.005097103, -0.004039273, 0.0074174027, 0.0036709215, -0.031886015, -0.011302409, -0.021647733, -0.011655019, -0.008733394, 0.0021550136, 0.0058306577, 0.0019755603, 0.006114005, 0.016522296, -0.024909375, -0.008103733, -0.011176476, -0.017706057, -0.02519902, 0.018839447, 0.0072788773, -0.024884189, 0.004517815, 0.01532594, 0.0070962757, 0.007411106, 0.011957256, 0.0142681105, -0.018965378, 0.021824038, 0.0068066316, 0.009123783, 0.0146585, -0.0014615998, 0.024015257, 0.01360067, -0.008147809, -0.002044823, -0.012681366, 0.02030026, -0.01662304, 0.014507381, -0.00015918608, 0.03833374, -0.0066366233, 0.03531137, 0.018587582, -0.022252208, 0.024984935, -0.00981641, 0.0034222056, 0.0034946166, -0.028536221, 0.010742011, 0.031684525, -0.004180947, 0.016245244, 0.0027893968, 0.031231169, 0.040373843, -0.01622006, 0.020803988, -0.005814916, -0.004889315, -0.010823866, 0.013361399, -0.017806804, 0.004306879, -0.0021046407, 0.009211935, -0.021887004, -0.0109560955, -0.012630993, 0.018272752, 0.018700922, -0.022831496, -0.0029200513, -0.021295123, -0.024821224, 0.0020495455, 0.016610447, -0.008324114, -0.0038566715, 0.0076440806, -0.009910859, -0.0046972684, 0.020401005, 0.009205638, -0.038384113, -0.0155148385, 0.034429844, -0.0022179796, 0.012240604, -0.0034694301, -0.016585262, -0.011491307, -0.015212601, 0.021698106, -0.0069262674, 0.013185094, 0.032515675, 0.035487674, -0.01532594, 0.018323125, -0.014557755, 0.0174416, -0.01328584, -0.025450883, 0.014809619, -0.019935057, -0.000975974, -0.016459329, -0.001640266, 0.03402686, -0.016005974, 0.0058684372, 0.0007626765, 0.023725614, 0.03777964, 0.010427181, 0.0053206324, 0.0021345497, 0.020212106, 0.004432811, 0.00041636312, -0.00038625745, 0.00332146, -0.007121462, -0.025564224, -0.011963553, -0.004772828, 0.015728923, -0.015980788, 0.016081532, 0.0050530266, -0.0023580792, 0.01109462, 0.004599671, -0.0020038951, -0.020401005, -0.0010924613, 0.031760085, -0.008431156, -0.005761395, -0.00981641, 0.016446736, -0.009753443, 0.0029641276, -0.00367407, -0.012076891, 0.014280704, 0.003737036, 0.006542174, -0.00032053664, -0.0015560489, 0.017643092, -0.014318483, 0.000778418, -0.03186083, -0.012838781, -0.004206133, -0.0056323144, -0.023612274, 0.033976488, 0.0014875733, 0.0014135882, -0.0028318989, 0.009344164, 0.017945329, 0.014746653, 0.013512517, -0.01087424, -0.02065287, 0.0044076247, -0.0123791285, -0.015061483, -0.009098597, 0.020501751, -0.011692799, 0.00907341, -0.03218825, -0.036469944, 0.00130812, 0.10059459, 0.00766297, 0.037099607, 0.029518493, 0.009589732, -0.0069325636, -0.034983948, -0.02273075, -0.0016135054, -0.015338534, -0.0078203855, -0.035613608, 0.026697611, 0.020186922, 0.037830014, -0.007788902, -0.008475233, 0.0025076235, 0.0071466486, -0.005311188, -0.011082027, 0.012945823, 0.023536716, 0.010080867, -0.009325274, -0.04150723, 0.020514345, -0.008141512, 0.0074236994, -0.021861818, -0.0021644586, 0.0017740689, -0.010074571, 0.00057850074, -0.0069010807, -0.0062840134, 0.035487674, 0.017000837, 0.024367867, -0.005430823, 0.015200009, -0.025249392, -0.01259951, -0.0136636365, 0.029719982, -0.018096447, -0.030601507, 0.011762061, 0.02406563, -0.016459329, 0.024921969, 0.015905228, 0.0013104812, 0.0057865814, 0.029619237, 0.0064855046, -0.0030176486, 0.015439279, -0.0052041453, 0.011214256, -0.023020394, -0.03143266, 0.0086389445, -0.009835299, 0.015036296, -0.018234972, -0.011717984, -0.004014087, -0.01016902, -0.008777469, 0.004382438, -0.013084348, -0.0073859193, -0.0020290816, 0.0136258565, -0.001245941, 0.0018637956, -0.0016544333, 0.025299765, 0.004225023, -0.028485848, -0.035563234, 0.00085082895, -0.035689168, -0.009136376, 0.0074048094, -0.0086578345, -0.008859325, -0.011233146, 0.0026241108, 0.009274902, -0.003009778, 0.023574496, -0.010187909, 0.006611437, -0.0024666956, 0.0044391076, 0.0011200089, 0.0013939113, 0.0055378657, 0.029317, -0.028485848, -0.014922958, 0.00065327296, 0.0028885682, -0.0071970215, -0.008204479, 0.00061785453, -0.013424365, -0.004476887, 0.011157587, -0.026546493, -0.0029389411, -0.017529752, -0.005427675, 0.014721466, 0.0017173995, 0.0043761414, 0.009419723, -0.016610447, -0.007008123, -0.017869769, 0.008802656, 0.03500913, -0.007933725, -0.010880536, 0.023738207, -0.018877227, 0.013789568, 0.008871919, -0.034580965, 0.013399179, 0.00732925, -0.011044248, -0.011025358, -0.014759246, 0.0006867237, -0.0041022394, -0.016673414, -0.00017246799, -0.020388411, -0.0028948649, -0.00066350494, -0.018272752, 0.00048641287, -0.023032987, -0.0023596534, -0.0036079555, -0.008519309, 0.011724281, -0.019355768, -0.01810904, -0.012574323, 0.0030459834, 0.0027846743, -0.04060052, -0.033926114, -0.011201663, -0.004055015, 0.014305891, 0.03586547, 0.0054654544, 0.019053532, -0.006176971, -0.0061612297, 0.028007306, -0.0026067952, 0.017504565, -0.0012616826, 0.04480665, 0.03354832, 0.0012608955, 0.01881426, 0.0027925451, 0.015250381, 0.012039112, 0.011289815, 0.011044248, 0.013877721, -0.015237788, -0.009224528, 0.02657168, -0.029291814, -0.017466787, -0.0053741536, -0.020917326, 0.0013427513, -0.02555163, -0.028284356, 0.017378634, 0.024644919, -0.015943008, -0.013424365, -0.0071592415, -0.00097518694, -0.028561408, -0.0062021576, 0.007694453, 0.014570348, 0.011327595, 0.017454194, 0.030500762, -0.00554731, -0.028259171, 0.005245073, 0.05193441, -0.016320804, 0.016937872, 0.02434268, -0.015640771, 0.010231986, -0.03065188, -0.015036296, -0.0500958, 0.004961726, -0.0016001251, 0.0026855026, 0.007140352, 0.0010271339, -0.020715836, 0.039643437, -0.016245244, 0.027100595, -0.00031227234, 0.02178626, 0.010364214, 0.0018323126, -0.015061483, 0.035638794, 0.0013577058, -0.004993209, 0.020086175, 0.009784927, 0.013928094, 0.0056606494, -0.009004148, -0.016522296, -0.03261642, -0.01638377, 0.021421056, 0.038384113, 0.009841596, -0.011743171, -0.0022022382, 0.007990394, 0.0045430018, -0.008865622, -0.012215417, -0.010767197, -0.040474586, -0.014545161, -0.022919647, -0.013701416, -0.016937872, -0.005572497, -0.038006317, 0.011283519, -0.013575484, 0.014885178, -0.014217738, -0.024984935, 0.040147163, 0.009457503, -0.0029877399, 0.028233984, 0.00795891, -0.02332263, -0.0074236994, -0.0066492166, 0.024581952, 0.0017992554, -0.009753443, 0.0060667805, 0.01497333, -0.012045409, 0.007782606, -0.016043754, -0.026370188, 0.00055055955, -0.028662153, -0.012297273, 0.00736703, -0.008563385, 0.018965378, -0.0058873273, -0.012278383, 0.009791223, -0.00024497736, 0.0146585, -0.038384113, -0.025816087, -0.024405647, 0.0037811121, 0.0072033177, -0.019846903, -0.0036205489, -0.0034662818, 0.028158424, -0.011887994, 0.01254284, -0.017000837, 0.0032301592, -0.01256173, 0.019305395, -0.011610943, -0.0066806995, 0.0012931656, -0.022201834, 0.007505555, 0.009829002, 0.009344164, 0.022630004, 0.013940687, -0.014633314, -0.005292298, 0.026319815, -0.009608622, 0.0010806551, -0.0060384455, 0.035966218, -0.011629832, 0.0026304075, 0.016635634, -0.0050813616, -0.0012947398, 0.0063060513, -0.008273741, 0.009488986, -0.038938217, -0.004149464, -0.021546988, 0.04216208, -0.0065547675, 0.011692799, -0.015905228, -0.009230825, 0.00031994632, 0.027805815, -0.004964874, -0.019544667, 0.025841273, 0.017504565, -0.002554848, 0.01089313, -0.0012372832, -0.026395375, 0.0038346334, -0.039920487, -0.03148303, -0.03813225, -0.020854361, 0.046519328, 0.0025611448, 0.0020920476, -0.001453729, 0.012265789, -0.018977972, -0.02438046, -0.0048326454, 0.012442094, 0.01732826, 0.0011444082, -0.00051002513, 0.007902241, 0.0056512044, 0.0046059676, -0.013512517, 0.014985924, -0.0077385297, -0.012353942, 0.02614351, 0.006236789, 0.0021927932, -0.008557089, -0.015338534, 0.019620227, -0.011352781, 0.0150866695, -0.022466293, -0.0109372055, -0.029191067, -0.024191562, -0.010773494, -0.0021266788, -0.01219023, -0.023347817, 0.002595776, -0.0021975157, 0.00029318573, -0.02276853, -0.0053426707, 0.016396364, -0.00666181, -0.0057802848, -0.014708873, -0.0071970215, 0.023901919, -0.0053300774, 0.0019299099, 0.024053037, -0.011497604, 0.0029231997, 0.012958417, -0.0038535232, -0.0023092804, -0.0003884219, -0.026093138, -0.038635977, -0.035764724, -0.003664625, 0.0051947003, -0.01152279, 0.028838458, -0.01849943, -0.009325274, -0.010849053, -0.011623535, -0.004461146, -0.0022604817, 0.031558592, -0.032037135, 0.004804311, -0.024934562, -0.006724776, -0.016686007, -0.0023690981, 0.0010090312, -0.0004545363, -0.017517159, -0.0059377, -0.0013348806, -0.014242924, -0.017882362, -0.035135064, -0.012838781, 0.039416756, 0.20552124, -0.0008705059, -0.014192551, 0.012536543, -0.016723787, 0.01697565, 0.019670598, -0.0017000837, -0.014154771, 0.009791223, -0.010005307, 0.00979752, 0.029896287, 0.0068066316, 0.015288161, -0.0257909, -0.02257963, -0.013550297, -0.025664968, -0.011396858, -0.007505555, 0.0007075812, -0.013386586, -0.007637784, 0.02551385, -0.0011861232, -0.013865127, 0.012731738, 0.014847399, 0.019494293, -0.008128919, -0.022227021, 0.0025139202, -0.0018952786, -0.033573505, 0.013613263, -0.022201834, -0.019116497, -0.015376314, -0.0024840112, 0.0023218736, 0.020589903, -0.0013718732, 0.0026792062, 0.004325769, 0.013311027, -0.022126276, 0.0027925451, -0.013562891, 0.015804483, -0.043648075, -0.03002222, 0.023347817, 0.03500913, -0.014406635, -0.016471922, 0.014142178, 0.021660326, -0.0067562587, -0.026697611, 0.020816581, 0.023549309, -0.028133238, -0.024229342, 0.0013797439, 0.030475575, -0.017869769, -0.020992886, 0.04060052, -0.041784283, 0.021257345, -0.005043582, -0.0005580367, 0.006362721, 0.024443427, -0.022012936, -0.012618399, 0.02069065, 0.007902241, 0.019494293, -0.02128253, 0.011327595, -0.009665291, -0.007858165, -0.003519803, -0.017454194, 0.008103733, 0.0059817764, -0.006381611, -0.015187415, -0.008796359, -0.026395375, -0.018600175, 0.012284679, 0.0084248595, 0.01677416, 0.0123980185, 0.010962392, -0.010257172, 0.0011570015, -0.035815097, 0.016157093, 0.019720972, -0.019179463, -0.037955943, -0.01434367, 0.004914501, 0.046871938, 0.009060817, -0.03158378, -0.0021943673, -0.009703071, -0.017202329, -0.011787248, 0.01673638, 0.0020684353, -0.0064540217, -0.025324952, -0.0011444082, -0.0042722477, -0.00021880708, -0.012240604, 0.0046059676, 0.0052985945, -0.0027768034, -0.0005001867, -0.0008461065, -0.0009381944, 0.019292802, -0.027604323, 0.01653489, -0.017932735, 0.014809619, -0.0053647086, -0.0047570863, 0.009677884, 0.02100548, 0.013185094, -0.0030648732, -0.027125781, -0.00026327686, -0.012731738, 0.010452367, 0.0103327315, -0.008286335, -0.000115208226, 0.010704231, -0.015124449, -0.016723787, -0.014859991, -0.0086389445, -0.0224537, 0.0049050567, -0.014091806, 0.025576815, -0.028284356, -0.013273247, 0.010742011, -0.020073581, -0.0024116002, -0.027931746, 0.00905452, 0.020778801, 0.006041594, -0.022315174, -0.01219023, -0.15796927, 0.020035801, 0.013776975, 0.0006603566, 0.019103905, -0.02684873, 0.028183611, -0.001816571, -0.029694797, 0.00044705908, -0.005802323, -0.01324806, -0.0107231205, -0.0072536906, -0.00016636815, 0.014280704, -0.035638794, 0.027150968, 0.022277394, -0.006498098, 0.0069262674, -0.0111324005, -0.023901919, -0.017844584, 0.006913674, 0.012265789, -0.0007980949, 0.007316657, -0.008695614, -0.0070270128, -0.017340854, 0.006431984, -0.0053930436, 0.009633808, 0.009180453, 0.009004148, -0.015414093, 0.0010523204, -0.0027264305, -0.0088530285, 0.027327273, 0.016950466, 0.01775643, 0.010647561, -0.0061077084, 0.027478391, 0.01771865, -0.0042313198, 0.02621907, -0.021559581, -0.010005307, -0.016824532, 3.568897e-05, -0.004990061, 0.023070766, 0.025098274, 0.0024572506, 0.00629031, -0.0016449884, -0.0005367857, -0.035764724, -0.0078203855, 0.020778801, 0.006724776, -0.013613263, -0.016635634, 0.00731036, 0.004004642, -0.024254529, -9.016937e-05, -0.01673638, -0.0007095488, 0.0078203855, -0.03672181, 0.002605221, 0.0066492166, -0.020514345, -0.00527026, 0.0075244447, 0.002169181, -0.01983431, 0.02241592, 0.0105279265, -0.024090817, 0.027856188, 0.023927106, -0.01638377, -0.019292802, -0.025350139, -0.028359916, -0.0017819396, -0.020388411, -0.028284356, -0.008198182, 0.03382537, 0.0037307395, 0.017932735, -0.010005307, 0.011887994, -0.03586547, -0.01575411, -0.0043855864, -0.017920142, -0.0014316909, 0.028838458, 0.031231169, 0.008154105, 0.020174328, -0.001920465, 0.0084437495, -0.012013925, 0.033271268, 0.023612274, 0.005799175, 0.001692213, 0.013462145, 0.021408463, -0.036469944, 0.025916833, 0.015640771, 0.052690003, -0.0014812767, 0.021307716, 0.010005307, -0.0029184772, -0.0014718318, -0.08830361, 0.0061391913, 0.0029342186, 0.016245244, 0.008374487, 0.035487674, -0.018260159, 0.036419574, -0.020060988, 0.0061927126, -0.0057267635, -0.043950316, -0.028989576, -0.020388411, 0.011881697, 0.0059534414, -0.007618894, -0.0049869125, -0.031709712, 0.0016497109, -0.018297939, -0.00701442, -0.006095115, -0.014217738, -0.0013128425, 0.015968194, -0.015439279, 0.0075748176, 0.0037181461, 0.011573163, -0.0004809033, -0.014746653, 0.014683686, -0.0074299956, -0.0013207132, -0.0062934584, 0.012712848, -0.009488986, 0.02586646, -0.037175164, -0.0006367443, -0.012662476, 0.0029767207, -0.041079063, 0.003935379, -0.0050593233, -0.02770507, 0.00026288332, 0.039089333, -0.010647561, -0.015905228, -0.012076891, -0.005175811, -0.014507381, 0.013802161, -0.02273075, 0.026042765, -0.03306978, -0.029216254, 0.031231169, 0.019821718, -0.013172501, -0.011648722, 0.024859002, 0.011472417, -0.0076566734, 0.0036520318, -0.030525949, 0.020841768, -0.011384265, -0.0039731585, 0.006145488, -0.032918658, -0.0056637977, -0.03236456, -0.0032994219, -0.030223712, -0.00348832, 0.020816581, -0.011724281, -0.018411277, -0.013613263, 0.0021833484, -0.03140747, 0.014104399, 0.03755296, 0.01807126, 0.01395328, -0.005075065, -0.018864634, 0.0013521962, 0.0074236994, -0.006592547, -0.0073985127, -0.00040573758, -0.0044296626, 0.00056275923, 0.008002987, 0.0044391076, 0.006882191, -0.023700427, 0.007360733, -0.0779268, 0.007234801, -0.019003158, -0.004668934, 0.02249148, -0.0021644586, 0.014192551, -0.021131411, 0.011201663, 0.012996196, -0.010987579, 0.020111362, 0.0060888184, 0.0051726624, -0.018373499, -0.00732925, 0.025324952, -0.0002471418, 0.0065547675, 0.021206971, -0.01089313, 0.003249049, -0.008626351, -0.022201834, -0.009041927, -0.023826359, 0.0042281714, 0.012908043, -0.0117557645, -0.0045744847, 0.009583435, -0.017580125, 0.024481207, 0.0181846, 0.0061517847, -0.030072592, -0.0045398534, -0.011592053, 0.02163514, 0.009923452, -0.013776975, -0.013222874, 0.017353447, -0.011214256, -0.027755441, -0.001204226, -0.024040444, 0.0016906388, 0.013688822, 0.013411772, 0.017214922, 0.00471301, -0.023297444, -0.013033976, 0.012555433, -0.010968689, 0.02139587, -0.005814916, -0.0022699267, -0.016358584, 0.023083359, -0.0034851718, -0.020501751, -0.009633808, -0.001047598, 0.014104399, -0.014645907, 0.014633314, -0.0007929789, -0.010729417, -0.019582447, -0.005317484, 0.0021597361, 0.01881426, -0.0032128436, -0.006567361, 0.023448562, 0.010754604, 0.005355264, 0.0019283358, 0.029367372, 0.011988739, -0.022516666, 0.03312015, 0.035034318, 0.040046416, -0.0056732427, 0.014280704, 0.00096495496, -0.001992876, -0.010024197, 0.018197194, 0.012448391, 0.011711688, -0.01771865, -0.001390763, -0.025992392, -0.01332362, 0.0129836025, 0.033573505, -0.011566866, -0.0019566705, -0.01148501, -0.0130213825, -0.01532594, 0.031558592, -0.024531579, -0.024393054, -0.012146154, 0.011988739, 0.02881327, 0.026596867, -0.019720972, 0.00032368494, -0.03629364, -0.007165538, -0.005915662, -0.038384113, 0.0023612275, -0.001007457, 0.0020542678, 0.022466293, 0.035764724, -0.014116992, -0.0017740689, -0.0023753948, 0.021307716, -0.018990565, -0.0062966067, -0.010748307, 0.019670598, -0.01469628, -0.01159835, -0.0074362922, -0.009375648, 0.002790971, -0.0069703436, 0.021383276, -0.02924144, 0.03465652, -0.0071340553, 0.006312348, -0.002512346, -0.01740382, -0.009753443, -0.018977972, 0.009640105, -0.028133238, -0.024871595, 0.023725614, 0.012423205, 0.03065188, -0.011655019, -0.0103138415, 0.0066177333, -0.0036174005, 0.00078235334, 0.011881697, -0.015552619, 0.010792384, 0.015728923, 0.023423376, -0.006737369, 0.022516666, 7.9396275e-05, 0.026974663, 0.011478714, -0.013033976, -0.05611536, -0.0036583284, -0.01814682, -0.019771345, -0.0036677732, 0.013499925, -0.0068884874, 0.011440934, 0.008878215, 0.007763716, 0.027050221, -0.043320652, 0.022743342, -0.027428018, -0.00736703, 0.038459674, 0.013311027, -0.005295446, -0.016257837, -0.025576815], metadata={'director': 'Francis Ford Coppola', 'theme': 'Mafia', 'year': 1972}, excluded_embed_metadata_keys=[], excluded_llm_metadata_keys=[], relationships={}, hash='79563896e320da86be371351f55d903acdcfb3229368a6622f6be6e929e8b7cc', text='The Godfather', start_char_idx=None, end_char_idx=None, text_template='{metadata_str}\n\n{content}', metadata_template='{key}: {value}', metadata_seperator='\n'), score=0.7622182399999999), NodeWithScore(node=TextNode(id_='fe9a4180-b5ab-4110-b79a-5edb774d08c1', embedding=[-0.0017883689, -0.023840722, -0.0128082475, -0.035414744, -0.009697493, 0.025704654, -0.0004907782, 0.000809174, -0.021825658, -0.027883442, 0.023840722, 0.01876528, 0.028437585, -0.0019048648, 0.0063726385, 0.015352266, 0.029117668, -0.008072848, 0.010409063, -0.0003996674, 0.010239041, 0.006933078, -0.029772565, -0.0006781161, 0.00477633, -0.0010830967, 0.0044016545, -0.027001852, 0.021548586, -0.017505866, 0.012002222, -0.024067415, -0.0065237684, 0.0020103408, 0.01009421, -0.003102883, 0.005821645, -0.010535005, 0.0009894277, 0.014609211, 0.014017286, 0.007443141, -0.008261761, -0.016876157, 0.005881467, -0.0027848808, 0.02261909, -0.011712557, -0.013614274, 0.014584023, 0.007077911, 0.031485368, -0.014785529, -0.030225953, 0.020125447, 0.009414125, 0.0049652425, -0.016347203, 0.0037908384, -0.017795531, 0.010805778, 0.0044709225, -0.025578713, 0.012594148, -0.0018686566, -0.0135638965, -0.000861912, 0.010320904, -0.0058342386, -0.004357575, 0.0348606, 0.025163107, -0.015453019, 0.014949253, 0.007021237, -0.008790715, -0.021485616, -0.0030525064, -0.00804766, 0.0006328559, 0.021850845, -0.017707372, -0.003331152, 0.021787874, 0.009993456, 0.023059884, -0.019306827, 0.021498209, 0.0018749537, 0.0018812508, -0.012959378, 0.0038317693, 0.01876528, 0.013286825, -0.011511051, 0.021674527, -0.0006143582, 0.0036365602, 0.029419929, -0.010654649, -0.0016592789, -0.00091858563, 0.003535807, -0.011410298, -0.019508334, -0.00600426, 0.021170761, -0.0039923447, 0.015654525, -0.005525682, -0.025868379, 0.018601555, 0.033500433, -0.04667391, 0.011983331, -0.0086521795, 0.0195839, -0.007077911, 0.01803482, -0.02644771, -0.0072290404, 0.045439683, 0.023840722, -0.017934065, 0.030225953, -0.011794419, 0.010037536, 0.00011698782, -0.013223855, -0.0062876283, 0.057832323, 0.012921595, 0.0007340027, 0.010409063, -0.00794061, 0.01986097, 0.00097604643, 0.023437709, -0.02368959, -0.012669712, 0.027681936, 0.027505618, -0.010786887, 0.010125695, -0.011744043, 0.006265588, 0.023324361, 0.0058405357, 0.020075072, -0.020818125, 0.02098185, -0.026422521, -0.0022889862, 0.019684652, 0.027656747, 0.01252488, 0.008041363, -0.008967033, -0.012707495, 0.011385109, 0.008904062, 0.026523275, -0.004086801, -0.0067063835, 0.007525003, 0.026674405, 0.023828126, 0.0012987715, 0.006419867, -0.0030713978, -0.00021685548, 0.021120384, -0.009546364, 0.02599432, -0.00834992, 0.031384617, 0.020755155, 0.014521052, -0.035263613, -0.009300778, -0.00080602546, 0.021473022, 0.035087295, 0.046170145, -0.009256698, 0.007676133, -0.00046952555, -0.0013121527, 0.015314483, -0.0033689344, -0.00091228855, 0.019017162, 0.021107791, -0.008438079, -0.66013485, -0.010950611, -0.018198542, -0.009155945, 0.0031107543, 0.029923694, 0.012260403, 0.025289048, -0.017266575, -0.00546586, -0.007783183, 0.009760465, 0.040981356, -0.006029448, -0.047933325, -0.031208297, -0.013236449, -0.013072725, -0.0333493, 0.0052454625, -0.021221139, 0.014432893, -0.019999506, 0.0030588035, 0.010786887, 0.0015797784, 0.02967181, -0.022102728, 0.0037499075, 0.0040836525, -0.014898877, 0.009332263, 0.0057775653, 0.008904062, 0.037807632, 0.0023535313, -0.024621557, 0.03453315, -0.0031737252, 0.022820596, -0.011429189, -0.004810964, 0.01715323, -0.0072290404, -0.011825904, -0.013186072, 0.035087295, -0.03103198, 0.014483269, 0.009672306, 0.0041969996, 0.008538832, 0.00076391373, 0.013891345, 0.0007993348, 0.0038286208, 0.029974071, 0.011441783, 0.0004797583, 0.009319669, -0.0065552536, -0.004719657, 0.016586492, 0.0015805655, 0.013752809, -0.0027045931, -0.0078776395, 0.00025188294, 0.021762686, -0.01252488, -0.00014434074, 0.00716607, -0.021813063, -0.026749969, 0.023840722, -0.0068575135, 0.0176444, 0.009351155, 0.0109946905, 0.005582356, -0.013576491, -0.00028789433, -0.024583776, -0.008393999, 0.012380047, -0.007890234, -0.049998764, 0.026548462, 0.005894061, 0.0006914974, 0.032744784, -0.011114335, -0.00871515, 0.02326139, 0.0033500432, 0.018563773, -0.0047920733, -0.004996728, 0.018689714, -0.031107545, -0.006737869, -0.00032410253, -0.009244104, 0.0018041116, 0.021233732, 0.0061490927, 0.0013522966, 0.028261267, 0.051535252, -0.022064947, 0.035842944, -0.0038191753, -0.005799605, -0.013639461, 0.011183603, -0.028387208, 0.026321769, -0.0035389555, -0.0009492839, -0.0013711879, -0.013589085, -0.0021709162, 0.0022197184, -0.007865045, 0.018790469, 0.0067819483, -0.023651809, -0.02599432, -0.011529942, 0.015742684, 0.020326953, -0.0019851525, 0.014495864, -0.0075564883, 0.017732559, -0.0019631127, 0.0024558587, -0.013034943, 0.021561181, -0.03208989, 0.0103272, -0.0051793433, -0.0040490185, 0.007373873, 0.0037499075, -0.031863194, -0.011334733, -0.021636745, -0.01164329, -0.0087403385, 0.0022763922, 0.005859427, 0.002005618, 0.0061302013, 0.01661168, -0.024911223, -0.008116928, -0.011177306, -0.017682184, -0.025213484, 0.018815657, 0.007354982, -0.024923818, 0.004474071, 0.015314483, 0.0071156933, 0.0074179526, 0.012002222, 0.014281763, -0.018966787, 0.021876033, 0.0067945425, 0.009137054, 0.014646993, -0.0014971293, 0.023991851, 0.013538709, -0.008236572, -0.0020859058, -0.012657118, 0.020339549, -0.016662057, 0.014483269, -5.8444715e-05, 0.038361773, -0.006681195, 0.03516286, 0.018601555, -0.022329424, 0.024936412, -0.009829732, 0.0034980245, 0.003554698, -0.028538339, 0.010717619, 0.031712063, -0.004209594, 0.016271638, 0.0028006234, 0.031233486, 0.04037684, -0.016284233, 0.020717373, -0.005705149, -0.0048896777, -0.010856155, 0.013324608, -0.017820718, 0.0043764664, -0.002000895, 0.0092692925, -0.021787874, -0.010988394, -0.012638227, 0.01822373, 0.018752685, -0.02289616, -0.0029580505, -0.021208543, -0.02483566, 0.002070163, 0.01669984, -0.008343623, -0.003888443, 0.007606865, -0.009905297, -0.004697617, 0.020415112, 0.009212619, -0.038336586, -0.015503395, 0.03440721, -0.0022086985, 0.012235214, -0.0033941227, -0.016649462, -0.011542536, -0.015264107, 0.021787874, -0.0070023458, 0.013160884, 0.032492902, 0.035465118, -0.01536486, 0.018274108, -0.014533646, 0.0174303, -0.013274231, -0.025427584, 0.014810718, -0.019974317, -0.001014616, -0.016447956, -0.0016151994, 0.034079764, -0.016082726, 0.0058972095, 0.0007981541, 0.023702186, 0.03783282, 0.010440548, 0.005286393, 0.0021205395, 0.020150635, 0.004392209, 0.00045653785, -0.0003424034, 0.0032587356, -0.0070401286, -0.02556612, -0.012052599, -0.0048204097, 0.01579306, -0.016019756, 0.016120508, 0.004980985, -0.0022889862, 0.011108038, 0.0047353995, -0.0020197863, -0.020515867, -0.0011169434, 0.03176244, -0.008450673, -0.005821645, -0.009829732, 0.016435362, -0.009684899, 0.0030273183, -0.0036554513, -0.011995926, 0.014269169, 0.0037373132, 0.0065552536, -0.00034771653, -0.0015758427, 0.017631806, -0.014344734, 0.0007084208, -0.031838004, -0.012839734, -0.0041938513, -0.005648475, -0.023601431, 0.03397901, 0.0014097574, 0.0013948018, -0.0028761884, 0.009294481, 0.01797185, 0.014810718, 0.013463143, -0.010843561, -0.020666996, 0.00438906, -0.012335967, -0.0150626, -0.00918743, 0.020553648, -0.01170626, 0.00908038, -0.03221583, -0.03649784, 0.0012853901, 0.10055167, 0.007695024, 0.037102357, 0.029470304, 0.009590443, -0.0069708605, -0.034961354, -0.022808, -0.0016057538, -0.015427831, -0.007890234, -0.035515495, 0.026548462, 0.020150635, 0.037807632, -0.007827262, -0.008488456, 0.0023944622, 0.0071156933, -0.0052737994, -0.011057662, 0.012959378, 0.023538461, 0.010056427, -0.009319669, -0.041585874, 0.020478083, -0.008079145, 0.0074179526, -0.02201457, -0.002152025, 0.0017584579, -0.010031238, 0.00064308866, -0.0069708605, -0.0062718852, 0.03543993, 0.01706507, 0.02444524, -0.0053997408, 0.01521373, -0.025238672, -0.0125437705, -0.013626868, 0.029697, -0.018148167, -0.030628966, 0.011794419, 0.024004444, -0.016473144, 0.0249616, 0.015931597, 0.0013302568, 0.0057807136, 0.029621435, 0.0065363627, -0.0030100013, 0.015490801, -0.0051824916, 0.011252871, -0.023085073, -0.03146018, 0.00867107, -0.009798246, 0.014974441, -0.018286701, -0.011807013, -0.0040742066, -0.010188665, -0.008727744, 0.004322941, -0.013085319, -0.00742425, -0.0019977465, 0.013626868, -0.0012326522, 0.0017962402, -0.0017348438, 0.025314236, 0.004209594, -0.028538339, -0.03561625, 0.0008099611, -0.035641436, -0.0090740835, 0.007430547, -0.008664774, -0.008847388, -0.011202494, 0.0025755032, 0.0092504015, -0.003049358, 0.023576245, -0.009993456, 0.0067000864, -0.002386591, 0.0044016545, 0.0010799482, 0.0013798462, 0.0055445735, 0.029319175, -0.028563526, -0.014936659, 0.00065765064, 0.0028950796, -0.0072101494, -0.008104334, 0.00056280097, -0.013463143, -0.0044425856, 0.011215088, -0.02659884, -0.0028588714, -0.017543647, -0.005519385, 0.014684776, 0.0017191011, 0.0044048033, 0.00938264, -0.016662057, -0.0070464252, -0.017820718, 0.0088284975, 0.035036918, -0.007946907, -0.01082467, 0.023714779, -0.018903816, 0.013803186, 0.0088284975, -0.034583528, 0.013425361, 0.007367576, -0.011019879, -0.010988394, -0.014747746, 0.00065096, -0.004181257, -0.016687246, -0.00025542505, -0.02046549, -0.002855723, -0.00067418045, -0.018286701, 0.00050534017, -0.023009507, -0.0023960366, -0.003542104, -0.008482158, 0.011687369, -0.01943277, -0.01803482, -0.01258785, 0.003014724, 0.002773861, -0.040527966, -0.03397901, -0.011171008, -0.0039891964, 0.014231387, 0.03586813, 0.005424929, 0.019168293, -0.0062372517, -0.0061144587, 0.027883442, -0.0026243054, 0.017568836, -0.0011893598, 0.044885542, 0.033500433, 0.0012365879, 0.018866032, 0.0028462773, 0.015251513, 0.012121866, 0.011278059, 0.011051364, 0.01396691, -0.015251513, -0.009244104, 0.02659884, -0.029344363, -0.0174303, -0.00533677, -0.020881096, 0.0014349456, -0.025553524, -0.028311644, 0.017405111, 0.024671935, -0.015931597, -0.013538709, -0.007172367, -0.0009752593, -0.028538339, -0.006174281, 0.0076383506, 0.014571428, 0.011353624, 0.017480677, 0.030603778, -0.005525682, -0.028236078, 0.0052391654, 0.05188789, -0.016322015, 0.016976912, 0.024369676, -0.015629336, 0.010188665, -0.030704532, -0.015024818, -0.050200272, 0.0049589453, -0.0014640696, 0.0027408013, 0.007159773, 0.0011389832, -0.020629214, 0.03974713, -0.016259044, 0.027127793, -0.0003219379, 0.021762686, 0.0103775775, 0.0017978145, -0.015125571, 0.035691813, 0.0013601679, -0.0050345105, 0.020112853, 0.009804544, 0.013853562, 0.005711446, -0.008922953, -0.016586492, -0.03264403, -0.016384985, 0.021422645, 0.038462527, 0.009829732, -0.011662181, -0.0022165698, 0.007902827, 0.0045653787, -0.0088222, -0.012235214, -0.010736511, -0.040452402, -0.014571428, -0.022883566, -0.013702433, -0.016838375, -0.005560316, -0.03810989, 0.01123398, -0.013475738, 0.014772935, -0.014269169, -0.024974193, 0.040124953, 0.0094267195, -0.0030462095, 0.028286455, 0.007946907, -0.023236202, -0.007430547, -0.006681195, 0.024558587, 0.0018623596, -0.009728979, 0.006035745, 0.014911471, -0.012027411, 0.0077139153, -0.016057538, -0.026321769, 0.00051517936, -0.02866428, -0.012291888, 0.0073612793, -0.008545129, 0.01897938, -0.0059664776, -0.012304482, 0.009842326, -0.00026368996, 0.014760341, -0.038361773, -0.025868379, -0.024382269, 0.0038034325, 0.0072353375, -0.01992394, -0.0036617483, -0.0034507965, 0.028236078, -0.0118384985, 0.012512285, -0.016976912, 0.003242993, -0.012512285, 0.019369798, -0.011611804, -0.0067000864, 0.001336554, -0.022279046, 0.007512409, 0.009823435, 0.009370046, 0.022694653, 0.0139165325, -0.014609211, -0.005295839, 0.026221015, -0.009634523, 0.0011059236, -0.0060672304, 0.03606964, -0.011586616, 0.002640048, 0.016687246, -0.005072293, -0.001337341, 0.0063254107, -0.008331029, 0.009508581, -0.039067045, -0.0041371775, -0.021523397, 0.042165205, -0.006656007, 0.011630695, -0.015906408, -0.009225213, 0.0002908461, 0.027807878, -0.00492746, -0.019533522, 0.02584319, 0.01749327, -0.0026652364, 0.010900235, -0.0012420978, -0.026372144, 0.0037089763, -0.039923448, -0.031510558, -0.038185455, -0.020931473, 0.04657316, 0.0025471663, 0.0021331338, -0.0015057877, 0.012304482, -0.018966787, -0.024319299, -0.004716508, 0.012461909, 0.017354734, 0.0011917212, -0.00048881036, 0.007990986, 0.0056642178, 0.0047039143, -0.013450549, 0.015050006, -0.0078020743, -0.01237375, 0.026120262, 0.0062844795, 0.0021835102, -0.008482158, -0.015339672, 0.019672059, -0.011372515, 0.015163354, -0.022493146, -0.010944314, -0.029218422, -0.02416817, -0.010736511, -0.0021331338, -0.012147055, -0.023450302, 0.0025613348, -0.002222867, 0.00023712419, -0.02274503, -0.0053902953, 0.016384985, -0.006750463, -0.0057807136, -0.014823312, -0.0072038523, 0.023966663, -0.00531473, 0.001917459, 0.024029633, -0.011548833, 0.002943882, 0.012971972, -0.0038160267, -0.0023440856, -0.00040183202, -0.026246203, -0.03866403, -0.035817754, -0.0035987776, 0.0051636, -0.011542536, 0.028890975, -0.018475614, -0.0094267195, -0.010893937, -0.011649586, -0.00454019, -0.0022543524, 0.0316365, -0.03208989, 0.004779479, -0.024886034, -0.0066937893, -0.016687246, -0.0023204717, 0.0009949376, -0.00047306766, -0.017594025, -0.0059255464, -0.0012554791, -0.014231387, -0.017921472, -0.03516286, -0.012827139, 0.03944487, 0.20563723, -0.0008438079, -0.014155822, 0.01252488, -0.016800592, 0.017014693, 0.019760218, -0.0016876158, -0.014231387, 0.009773059, -0.010037536, 0.009892703, 0.029948883, 0.0068008397, 0.015276701, -0.02571725, -0.02261909, -0.013526115, -0.025742438, -0.011309545, -0.007499815, 0.0007214085, -0.013387579, -0.007594271, 0.025515743, -0.0011358347, -0.013777997, 0.012764168, 0.014835905, 0.0195839, -0.008079145, -0.022216076, 0.0024668786, -0.0018670823, -0.033575997, 0.013677244, -0.02214051, -0.01913051, -0.015390048, -0.0024999382, 0.002328343, 0.02067959, -0.0013381281, 0.0026778306, 0.0042851586, 0.013312014, -0.022052351, 0.002745524, -0.013589085, 0.015956786, -0.043626126, -0.02999926, 0.023374738, 0.03498654, -0.014369922, -0.01654871, 0.014130633, 0.021674527, -0.0067630573, -0.026649216, 0.020805532, 0.02356365, -0.028185701, -0.024155574, 0.0013853562, 0.030528214, -0.017833313, -0.020994443, 0.040653907, -0.04183776, 0.02125892, -0.0050345105, -0.000571853, 0.0063537476, 0.024520805, -0.022039758, -0.012707495, 0.020717373, 0.007871342, 0.019445363, -0.021120384, 0.011334733, -0.009716385, -0.007827262, -0.0034098653, -0.01749327, 0.008116928, 0.006023151, -0.006479689, -0.015175948, -0.008734041, -0.026498087, -0.018626744, 0.012310779, 0.008406593, 0.01682578, 0.012449315, 0.010881343, -0.010308309, 0.0011586616, -0.03586813, 0.016170885, 0.019659463, -0.019218668, -0.037933573, -0.014420299, 0.0049463515, 0.04695098, 0.008948142, -0.031560935, -0.002298432, -0.009716385, -0.017266575, -0.011775528, 0.016649462, 0.002093777, -0.0064670946, -0.025326831, -0.00117283, -0.004234782, -0.0001794666, -0.012304482, 0.0046377946, 0.0052926904, -0.002791178, -0.00048881036, -0.00083829794, -0.0010185516, 0.019243857, -0.027656747, 0.016523521, -0.017871095, 0.014810718, -0.005396592, -0.004681874, 0.009703791, 0.02104482, 0.013186072, -0.0030399123, -0.02717817, -0.00030757269, -0.012757871, 0.010453142, 0.010339795, -0.008293246, -0.00016923386, 0.010749104, -0.01499963, -0.016712433, -0.014861094, -0.008677367, -0.022455364, 0.004930609, -0.014017286, 0.025578713, -0.028286455, -0.013186072, 0.010812076, -0.019974317, -0.002462156, -0.02793382, 0.009055192, 0.020805532, 0.0060168537, -0.022342017, -0.012235214, -0.15798098, 0.020049883, 0.0138283735, 0.000615539, 0.019080134, -0.026926287, 0.028110137, -0.0018513397, -0.029747376, 0.00056791736, -0.0057807136, -0.013236449, -0.010742808, -0.007254229, -0.00015496704, 0.014231387, -0.03561625, 0.02717817, 0.022354612, -0.0065363627, 0.0068575135, -0.011101741, -0.023941474, -0.017871095, 0.006901593, 0.012260403, -0.000809174, 0.007260526, -0.008771824, -0.007084208, -0.017266575, 0.0064261635, -0.0054186317, 0.009584147, 0.009218916, 0.009030004, -0.015390048, 0.0010933294, -0.002674682, -0.008872577, 0.027354488, 0.016976912, 0.017820718, 0.010667243, -0.0061144587, 0.027480429, 0.017732559, -0.0042253365, 0.026195826, -0.021473022, -0.01009421, -0.016750216, 5.765758e-05, -0.005047105, 0.023160636, 0.025062352, 0.0024353932, 0.0062592914, -0.0016356648, -0.0004931396, -0.035717003, -0.007883936, 0.020742562, 0.0067819483, -0.013526115, -0.016624274, 0.0073234965, 0.0040805037, -0.024407458, -6.833309e-05, -0.016775405, -0.00077257224, 0.007839857, -0.03677491, 0.002610137, 0.006687492, -0.020503271, -0.00531473, 0.0075690825, 0.002122114, -0.019848377, 0.022455364, 0.010528707, -0.024067415, 0.02790863, 0.023941474, -0.016422769, -0.019332016, -0.025314236, -0.028462773, -0.0017836462, -0.0204403, -0.028261267, -0.00819879, 0.033928633, 0.003683788, 0.01788369, -0.010031238, 0.011825904, -0.035918508, -0.015767872, -0.00438906, -0.01788369, -0.0014239257, 0.02879022, 0.031208297, 0.008205087, 0.020175824, -0.0018245771, 0.0084758615, -0.0119455485, 0.033298925, 0.023614027, 0.0058499817, 0.0016860415, 0.013526115, 0.021435238, -0.03644746, 0.026044697, 0.015717495, 0.05269391, -0.0015223175, 0.021271516, 0.010081615, -0.0029627732, -0.0014892579, -0.088461295, 0.006193172, 0.0028887826, 0.016359797, 0.008406593, 0.03561625, -0.018274108, 0.036371898, -0.020087665, 0.0061679836, -0.0057397825, -0.044003952, -0.028966539, -0.020478083, 0.011876281, 0.0059916656, -0.007606865, -0.0050219162, -0.03176244, 0.0016277935, -0.018236326, -0.0070464252, -0.006092419, -0.014105445, -0.0012436721, 0.015981972, -0.015478207, 0.0075061116, 0.0037341646, 0.011429189, -0.00047346123, -0.014722559, 0.014722559, -0.0074557355, -0.0013633164, -0.0062435484, 0.01273898, -0.00948969, 0.025918756, -0.037278675, -0.0007162921, -0.012776762, 0.0029596246, -0.041157674, 0.003935671, -0.0050911843, -0.027757501, 0.00020308062, 0.039092235, -0.010679837, -0.015931597, -0.012077787, -0.005195086, -0.014445487, 0.013803186, -0.02274503, 0.026019508, -0.032996666, -0.029293986, 0.031208297, 0.019873565, -0.013060131, -0.0116810715, 0.024848253, 0.0114165945, -0.007499815, 0.003623966, -0.030628966, 0.020868503, -0.011378813, -0.003948265, 0.0061679836, -0.03289591, -0.005695703, -0.032392148, -0.0032178047, -0.030225953, -0.0035452526, 0.020881096, -0.01170626, -0.018362267, -0.0136520555, 0.002134708, -0.031384617, 0.014168416, 0.03750537, 0.018148167, 0.013992098, -0.005047105, -0.018929003, 0.0014144802, 0.007430547, -0.0066434126, -0.0073927646, -0.0003268575, -0.0043449807, 0.00065253425, 0.00804766, 0.004439437, 0.0068827015, -0.023676997, 0.007336091, -0.07798296, 0.007266823, -0.01904235, -0.0048235585, 0.022442771, -0.0021740647, 0.014256575, -0.02107001, 0.011145821, 0.013009754, -0.0109757995, 0.020175824, 0.006001111, 0.005248611, -0.018387455, -0.007336091, 0.025314236, -0.00020740986, 0.0065363627, 0.02113298, -0.010944314, 0.0033091123, -0.008582911, -0.022190887, -0.00908038, -0.023828126, 0.0042190393, 0.012959378, -0.011788122, -0.0045212987, 0.009584147, -0.017531054, 0.024495617, 0.018122979, 0.006208915, -0.0301252, -0.0045527844, -0.011555131, 0.021624152, 0.0099367825, -0.013765403, -0.013135696, 0.017291764, -0.0111899, -0.02778269, -0.0011822756, -0.02408001, 0.0016970614, 0.013702433, 0.013425361, 0.017253982, 0.0047416966, -0.023324361, -0.013110507, 0.012537474, -0.010881343, 0.021284109, -0.005783862, -0.002152025, -0.016372392, 0.023034696, -0.0035200643, -0.020478083, -0.009716385, -0.0010508242, 0.014130633, -0.014735152, 0.014621805, -0.0008721447, -0.010749104, -0.019558711, -0.0053241756, 0.002070163, 0.018866032, -0.0031705766, -0.006599333, 0.023462897, 0.010736511, 0.0052989875, 0.0019032905, 0.02939474, 0.012027411, -0.022518335, 0.03309742, 0.035087295, 0.04004939, -0.0055508707, 0.014269169, 0.0010177646, -0.0018859736, -0.009987159, 0.018173356, 0.012487097, 0.011624398, -0.017707372, -0.0013774849, -0.026019508, -0.013198666, 0.012971972, 0.033575997, -0.011485863, -0.0020134894, -0.011372515, -0.01299716, -0.015352266, 0.03158612, -0.024495617, -0.024470428, -0.012165946, 0.0120148165, 0.028765032, 0.026749969, -0.019722436, 0.0002621157, -0.03632152, -0.0072290404, -0.0058657243, -0.03838696, 0.0022795408, -0.0010665669, 0.002018212, 0.022442771, 0.035792567, -0.014143228, -0.0017883689, -0.002328343, 0.02125892, -0.018954191, -0.0062529943, -0.010830967, 0.019571304, -0.014735152, -0.011574022, -0.00742425, -0.009376342, 0.0027171874, -0.0069708605, 0.021435238, -0.029193234, 0.034608718, -0.0071156933, 0.0063065193, -0.0025125325, -0.017405111, -0.009703791, -0.019004568, 0.009647117, -0.028135326, -0.024936412, 0.023790345, 0.0124808, 0.030679343, -0.011699963, -0.0102894185, 0.0066434126, -0.0036145202, 0.00089575874, 0.011888875, -0.015591554, 0.0107994815, 0.01579306, 0.023437709, -0.0067882454, 0.02246796, -2.7672688e-06, 0.02702704, 0.011473268, -0.01299716, -0.05611952, -0.0036365602, -0.018148167, -0.019911347, -0.003677491, 0.013412767, -0.006926781, 0.011460674, 0.008878874, 0.007701321, 0.027127793, -0.04339943, 0.022757625, -0.02745524, -0.007354982, 0.038361773, 0.013337202, -0.0053304727, -0.016259044, -0.02550315], metadata={'director': 'Francis Ford Coppola', 'theme': 'Mafia', 'year': 1972}, excluded_embed_metadata_keys=[], excluded_llm_metadata_keys=[], relationships={}, hash='79563896e320da86be371351f55d903acdcfb3229368a6622f6be6e929e8b7cc', text='The Godfather', start_char_idx=None, end_char_idx=None, text_template='{metadata_str}\n\n{content}', metadata_template='{key}: {value}', metadata_seperator='\n'), score=0.7620960999999999)]
In [ ]:
Copied!
from llama_index.core.vector_stores import ExactMatchFilter, MetadataFilters
filters = MetadataFilters(
filters=[
MetadataFilter(key="theme", value="Mafia"),
MetadataFilter(key="year", value=1972),
]
)
retriever = index.as_retriever(filters=filters)
retriever.retrieve("What is inception?")
from llama_index.core.vector_stores import ExactMatchFilter, MetadataFilters
filters = MetadataFilters(
filters=[
MetadataFilter(key="theme", value="Mafia"),
MetadataFilter(key="year", value=1972),
]
)
retriever = index.as_retriever(filters=filters)
retriever.retrieve("What is inception?")
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_='f63fa125-e2b3-43ec-9f43-e5e2bcdb7688', embedding=[-0.0017992554, -0.023927106, -0.012763222, -0.035462487, -0.0096715875, 0.025614595, -0.0005037285, 0.00077920506, -0.021824038, -0.027831001, 0.023939699, 0.018700922, 0.028435476, -0.0018008294, 0.006447725, 0.015376314, 0.029065136, -0.008059656, 0.010395697, -0.0004836581, 0.0102949515, 0.0069199707, -0.029719982, -0.00061431265, 0.0047161584, -0.0010271339, 0.0043352135, -0.026974663, 0.021484021, -0.017517159, 0.012013925, -0.024078224, -0.0065106913, 0.0020322297, 0.010093461, -0.003085337, 0.005758247, -0.010477553, 0.0009570842, 0.014633314, 0.014003653, 0.007461479, -0.008280038, -0.016849719, 0.0058306577, -0.0027594878, 0.022516666, -0.011724281, -0.01363845, 0.014570348, 0.007058496, 0.03148303, -0.014809619, -0.030173339, 0.020048395, 0.0094763925, 0.0050089504, -0.016320804, 0.0038850063, -0.017869769, 0.010804977, 0.0044359593, -0.025589408, 0.0125932135, -0.0018937044, -0.013588077, -0.00084768067, 0.010301248, -0.0058715856, -0.0043226206, 0.03480764, 0.025148647, -0.015439279, 0.01501111, 0.007064793, -0.008815249, -0.02143365, -0.0030333903, -0.008103733, 0.0005914875, 0.02178626, -0.017731244, -0.0032333075, 0.021811444, 0.010080867, 0.023070766, -0.019380955, 0.021597361, 0.0018669439, 0.0018842595, -0.012851374, 0.0037622224, 0.018700922, 0.013298433, -0.011510197, 0.021723293, -0.0006332025, 0.0036520318, 0.029317, -0.010679045, -0.0016213761, -0.00085712556, 0.0035512862, -0.011365375, -0.019544667, -0.0059975176, 0.021206971, -0.0039574173, 0.015628178, -0.00554731, -0.025816087, 0.018600175, 0.03347276, -0.046594888, 0.011925773, -0.008645241, 0.01963282, -0.0071151652, 0.018020889, -0.026370188, -0.007140352, 0.0454615, 0.023901919, -0.017995702, 0.03029927, -0.011894289, 0.010005307, 8.4905805e-05, -0.013222874, -0.0063060513, 0.057828035, 0.01293323, 0.0007575605, 0.010351622, -0.007984097, 0.019960243, 0.00097203866, 0.023498936, -0.023662647, -0.012700255, 0.027604323, 0.027402831, -0.01081757, 0.010162723, -0.0117935445, 0.0061990093, 0.023373004, 0.005934552, 0.020060988, -0.020854361, 0.020980293, -0.026244257, -0.002293539, 0.019645413, 0.027679883, 0.012442094, 0.007990394, -0.0090293335, -0.012756925, 0.011359078, 0.008840435, 0.026521306, -0.0040927944, -0.0067499625, 0.007568521, 0.026622053, 0.023864139, 0.001266405, 0.0063942038, -0.0030695957, -0.00015603779, 0.021118818, -0.009482689, 0.026042765, -0.0083493, 0.03138229, 0.020715836, 0.014507381, -0.035286184, -0.0092623085, -0.00083508744, 0.021421056, 0.03508469, 0.046191905, -0.0092623085, 0.0075622243, -0.00045965228, -0.0013726603, 0.015338534, -0.0033088666, -0.0009232399, 0.018990565, 0.021144005, -0.008506715, -0.66048884, -0.010912019, -0.018134227, -0.009218232, 0.003082189, 0.029871102, 0.012215417, 0.025299765, -0.017240109, -0.005471751, -0.00766297, 0.0096904775, 0.04102869, -0.005978628, -0.0480557, -0.031205982, -0.01324806, -0.0129836025, -0.033346828, 0.005169514, -0.021169191, 0.014431822, -0.01998543, 0.003030242, 0.010861646, 0.0016245245, 0.029644424, -0.022088496, 0.0037496292, 0.004017235, -0.014922958, 0.009363054, 0.005783433, 0.008897105, 0.03790557, 0.002389562, -0.024594545, 0.034404658, -0.0031813604, 0.022881867, -0.011377968, -0.0047570863, 0.017177142, -0.007190725, -0.011869104, -0.013134722, 0.034983948, -0.03100449, 0.014507381, 0.0096904775, 0.0042407643, 0.008588571, 0.00083508744, 0.013877721, 0.00087758957, 0.0038629682, 0.029921474, 0.011377968, 0.00043840124, 0.009325274, -0.006686996, -0.0046468955, 0.01657267, 0.0016260986, 0.013827348, -0.002584757, -0.007902241, 0.00022707137, 0.02178626, -0.01254284, -0.00018909496, 0.007108869, -0.021798853, -0.026672425, 0.0237508, -0.006850708, 0.017643092, 0.009325274, 0.011037951, 0.0056449077, -0.013550297, -0.0003061725, -0.024607139, -0.008355597, 0.012423205, -0.007921131, -0.04996987, 0.026546493, 0.0058904756, 0.0007130907, 0.03271717, -0.011157587, -0.008745987, 0.02332263, 0.003312015, 0.018625362, -0.004703565, -0.0049963575, 0.018738702, -0.031105237, -0.0067940387, -0.00027960868, -0.009224528, 0.0018417574, 0.02128253, 0.0062116026, 0.0012065872, 0.028259171, 0.051430684, -0.022075903, 0.03586547, -0.00384093, -0.00573306, -0.0136258565, 0.011220553, -0.02841029, 0.026345002, -0.0035260997, -0.0009405556, -0.0013616412, -0.0136258565, -0.0021597361, 0.0022494628, -0.007864461, 0.018637955, 0.0068318183, -0.023587089, -0.025916833, -0.011623535, 0.015703736, 0.020312853, -0.0020070435, 0.014519975, -0.007505555, 0.017668279, -0.0018811112, 0.0024556767, -0.013059162, 0.021597361, -0.031961575, 0.010301248, -0.005097103, -0.004039273, 0.0074174027, 0.0036709215, -0.031886015, -0.011302409, -0.021647733, -0.011655019, -0.008733394, 0.0021550136, 0.0058306577, 0.0019755603, 0.006114005, 0.016522296, -0.024909375, -0.008103733, -0.011176476, -0.017706057, -0.02519902, 0.018839447, 0.0072788773, -0.024884189, 0.004517815, 0.01532594, 0.0070962757, 0.007411106, 0.011957256, 0.0142681105, -0.018965378, 0.021824038, 0.0068066316, 0.009123783, 0.0146585, -0.0014615998, 0.024015257, 0.01360067, -0.008147809, -0.002044823, -0.012681366, 0.02030026, -0.01662304, 0.014507381, -0.00015918608, 0.03833374, -0.0066366233, 0.03531137, 0.018587582, -0.022252208, 0.024984935, -0.00981641, 0.0034222056, 0.0034946166, -0.028536221, 0.010742011, 0.031684525, -0.004180947, 0.016245244, 0.0027893968, 0.031231169, 0.040373843, -0.01622006, 0.020803988, -0.005814916, -0.004889315, -0.010823866, 0.013361399, -0.017806804, 0.004306879, -0.0021046407, 0.009211935, -0.021887004, -0.0109560955, -0.012630993, 0.018272752, 0.018700922, -0.022831496, -0.0029200513, -0.021295123, -0.024821224, 0.0020495455, 0.016610447, -0.008324114, -0.0038566715, 0.0076440806, -0.009910859, -0.0046972684, 0.020401005, 0.009205638, -0.038384113, -0.0155148385, 0.034429844, -0.0022179796, 0.012240604, -0.0034694301, -0.016585262, -0.011491307, -0.015212601, 0.021698106, -0.0069262674, 0.013185094, 0.032515675, 0.035487674, -0.01532594, 0.018323125, -0.014557755, 0.0174416, -0.01328584, -0.025450883, 0.014809619, -0.019935057, -0.000975974, -0.016459329, -0.001640266, 0.03402686, -0.016005974, 0.0058684372, 0.0007626765, 0.023725614, 0.03777964, 0.010427181, 0.0053206324, 0.0021345497, 0.020212106, 0.004432811, 0.00041636312, -0.00038625745, 0.00332146, -0.007121462, -0.025564224, -0.011963553, -0.004772828, 0.015728923, -0.015980788, 0.016081532, 0.0050530266, -0.0023580792, 0.01109462, 0.004599671, -0.0020038951, -0.020401005, -0.0010924613, 0.031760085, -0.008431156, -0.005761395, -0.00981641, 0.016446736, -0.009753443, 0.0029641276, -0.00367407, -0.012076891, 0.014280704, 0.003737036, 0.006542174, -0.00032053664, -0.0015560489, 0.017643092, -0.014318483, 0.000778418, -0.03186083, -0.012838781, -0.004206133, -0.0056323144, -0.023612274, 0.033976488, 0.0014875733, 0.0014135882, -0.0028318989, 0.009344164, 0.017945329, 0.014746653, 0.013512517, -0.01087424, -0.02065287, 0.0044076247, -0.0123791285, -0.015061483, -0.009098597, 0.020501751, -0.011692799, 0.00907341, -0.03218825, -0.036469944, 0.00130812, 0.10059459, 0.00766297, 0.037099607, 0.029518493, 0.009589732, -0.0069325636, -0.034983948, -0.02273075, -0.0016135054, -0.015338534, -0.0078203855, -0.035613608, 0.026697611, 0.020186922, 0.037830014, -0.007788902, -0.008475233, 0.0025076235, 0.0071466486, -0.005311188, -0.011082027, 0.012945823, 0.023536716, 0.010080867, -0.009325274, -0.04150723, 0.020514345, -0.008141512, 0.0074236994, -0.021861818, -0.0021644586, 0.0017740689, -0.010074571, 0.00057850074, -0.0069010807, -0.0062840134, 0.035487674, 0.017000837, 0.024367867, -0.005430823, 0.015200009, -0.025249392, -0.01259951, -0.0136636365, 0.029719982, -0.018096447, -0.030601507, 0.011762061, 0.02406563, -0.016459329, 0.024921969, 0.015905228, 0.0013104812, 0.0057865814, 0.029619237, 0.0064855046, -0.0030176486, 0.015439279, -0.0052041453, 0.011214256, -0.023020394, -0.03143266, 0.0086389445, -0.009835299, 0.015036296, -0.018234972, -0.011717984, -0.004014087, -0.01016902, -0.008777469, 0.004382438, -0.013084348, -0.0073859193, -0.0020290816, 0.0136258565, -0.001245941, 0.0018637956, -0.0016544333, 0.025299765, 0.004225023, -0.028485848, -0.035563234, 0.00085082895, -0.035689168, -0.009136376, 0.0074048094, -0.0086578345, -0.008859325, -0.011233146, 0.0026241108, 0.009274902, -0.003009778, 0.023574496, -0.010187909, 0.006611437, -0.0024666956, 0.0044391076, 0.0011200089, 0.0013939113, 0.0055378657, 0.029317, -0.028485848, -0.014922958, 0.00065327296, 0.0028885682, -0.0071970215, -0.008204479, 0.00061785453, -0.013424365, -0.004476887, 0.011157587, -0.026546493, -0.0029389411, -0.017529752, -0.005427675, 0.014721466, 0.0017173995, 0.0043761414, 0.009419723, -0.016610447, -0.007008123, -0.017869769, 0.008802656, 0.03500913, -0.007933725, -0.010880536, 0.023738207, -0.018877227, 0.013789568, 0.008871919, -0.034580965, 0.013399179, 0.00732925, -0.011044248, -0.011025358, -0.014759246, 0.0006867237, -0.0041022394, -0.016673414, -0.00017246799, -0.020388411, -0.0028948649, -0.00066350494, -0.018272752, 0.00048641287, -0.023032987, -0.0023596534, -0.0036079555, -0.008519309, 0.011724281, -0.019355768, -0.01810904, -0.012574323, 0.0030459834, 0.0027846743, -0.04060052, -0.033926114, -0.011201663, -0.004055015, 0.014305891, 0.03586547, 0.0054654544, 0.019053532, -0.006176971, -0.0061612297, 0.028007306, -0.0026067952, 0.017504565, -0.0012616826, 0.04480665, 0.03354832, 0.0012608955, 0.01881426, 0.0027925451, 0.015250381, 0.012039112, 0.011289815, 0.011044248, 0.013877721, -0.015237788, -0.009224528, 0.02657168, -0.029291814, -0.017466787, -0.0053741536, -0.020917326, 0.0013427513, -0.02555163, -0.028284356, 0.017378634, 0.024644919, -0.015943008, -0.013424365, -0.0071592415, -0.00097518694, -0.028561408, -0.0062021576, 0.007694453, 0.014570348, 0.011327595, 0.017454194, 0.030500762, -0.00554731, -0.028259171, 0.005245073, 0.05193441, -0.016320804, 0.016937872, 0.02434268, -0.015640771, 0.010231986, -0.03065188, -0.015036296, -0.0500958, 0.004961726, -0.0016001251, 0.0026855026, 0.007140352, 0.0010271339, -0.020715836, 0.039643437, -0.016245244, 0.027100595, -0.00031227234, 0.02178626, 0.010364214, 0.0018323126, -0.015061483, 0.035638794, 0.0013577058, -0.004993209, 0.020086175, 0.009784927, 0.013928094, 0.0056606494, -0.009004148, -0.016522296, -0.03261642, -0.01638377, 0.021421056, 0.038384113, 0.009841596, -0.011743171, -0.0022022382, 0.007990394, 0.0045430018, -0.008865622, -0.012215417, -0.010767197, -0.040474586, -0.014545161, -0.022919647, -0.013701416, -0.016937872, -0.005572497, -0.038006317, 0.011283519, -0.013575484, 0.014885178, -0.014217738, -0.024984935, 0.040147163, 0.009457503, -0.0029877399, 0.028233984, 0.00795891, -0.02332263, -0.0074236994, -0.0066492166, 0.024581952, 0.0017992554, -0.009753443, 0.0060667805, 0.01497333, -0.012045409, 0.007782606, -0.016043754, -0.026370188, 0.00055055955, -0.028662153, -0.012297273, 0.00736703, -0.008563385, 0.018965378, -0.0058873273, -0.012278383, 0.009791223, -0.00024497736, 0.0146585, -0.038384113, -0.025816087, -0.024405647, 0.0037811121, 0.0072033177, -0.019846903, -0.0036205489, -0.0034662818, 0.028158424, -0.011887994, 0.01254284, -0.017000837, 0.0032301592, -0.01256173, 0.019305395, -0.011610943, -0.0066806995, 0.0012931656, -0.022201834, 0.007505555, 0.009829002, 0.009344164, 0.022630004, 0.013940687, -0.014633314, -0.005292298, 0.026319815, -0.009608622, 0.0010806551, -0.0060384455, 0.035966218, -0.011629832, 0.0026304075, 0.016635634, -0.0050813616, -0.0012947398, 0.0063060513, -0.008273741, 0.009488986, -0.038938217, -0.004149464, -0.021546988, 0.04216208, -0.0065547675, 0.011692799, -0.015905228, -0.009230825, 0.00031994632, 0.027805815, -0.004964874, -0.019544667, 0.025841273, 0.017504565, -0.002554848, 0.01089313, -0.0012372832, -0.026395375, 0.0038346334, -0.039920487, -0.03148303, -0.03813225, -0.020854361, 0.046519328, 0.0025611448, 0.0020920476, -0.001453729, 0.012265789, -0.018977972, -0.02438046, -0.0048326454, 0.012442094, 0.01732826, 0.0011444082, -0.00051002513, 0.007902241, 0.0056512044, 0.0046059676, -0.013512517, 0.014985924, -0.0077385297, -0.012353942, 0.02614351, 0.006236789, 0.0021927932, -0.008557089, -0.015338534, 0.019620227, -0.011352781, 0.0150866695, -0.022466293, -0.0109372055, -0.029191067, -0.024191562, -0.010773494, -0.0021266788, -0.01219023, -0.023347817, 0.002595776, -0.0021975157, 0.00029318573, -0.02276853, -0.0053426707, 0.016396364, -0.00666181, -0.0057802848, -0.014708873, -0.0071970215, 0.023901919, -0.0053300774, 0.0019299099, 0.024053037, -0.011497604, 0.0029231997, 0.012958417, -0.0038535232, -0.0023092804, -0.0003884219, -0.026093138, -0.038635977, -0.035764724, -0.003664625, 0.0051947003, -0.01152279, 0.028838458, -0.01849943, -0.009325274, -0.010849053, -0.011623535, -0.004461146, -0.0022604817, 0.031558592, -0.032037135, 0.004804311, -0.024934562, -0.006724776, -0.016686007, -0.0023690981, 0.0010090312, -0.0004545363, -0.017517159, -0.0059377, -0.0013348806, -0.014242924, -0.017882362, -0.035135064, -0.012838781, 0.039416756, 0.20552124, -0.0008705059, -0.014192551, 0.012536543, -0.016723787, 0.01697565, 0.019670598, -0.0017000837, -0.014154771, 0.009791223, -0.010005307, 0.00979752, 0.029896287, 0.0068066316, 0.015288161, -0.0257909, -0.02257963, -0.013550297, -0.025664968, -0.011396858, -0.007505555, 0.0007075812, -0.013386586, -0.007637784, 0.02551385, -0.0011861232, -0.013865127, 0.012731738, 0.014847399, 0.019494293, -0.008128919, -0.022227021, 0.0025139202, -0.0018952786, -0.033573505, 0.013613263, -0.022201834, -0.019116497, -0.015376314, -0.0024840112, 0.0023218736, 0.020589903, -0.0013718732, 0.0026792062, 0.004325769, 0.013311027, -0.022126276, 0.0027925451, -0.013562891, 0.015804483, -0.043648075, -0.03002222, 0.023347817, 0.03500913, -0.014406635, -0.016471922, 0.014142178, 0.021660326, -0.0067562587, -0.026697611, 0.020816581, 0.023549309, -0.028133238, -0.024229342, 0.0013797439, 0.030475575, -0.017869769, -0.020992886, 0.04060052, -0.041784283, 0.021257345, -0.005043582, -0.0005580367, 0.006362721, 0.024443427, -0.022012936, -0.012618399, 0.02069065, 0.007902241, 0.019494293, -0.02128253, 0.011327595, -0.009665291, -0.007858165, -0.003519803, -0.017454194, 0.008103733, 0.0059817764, -0.006381611, -0.015187415, -0.008796359, -0.026395375, -0.018600175, 0.012284679, 0.0084248595, 0.01677416, 0.0123980185, 0.010962392, -0.010257172, 0.0011570015, -0.035815097, 0.016157093, 0.019720972, -0.019179463, -0.037955943, -0.01434367, 0.004914501, 0.046871938, 0.009060817, -0.03158378, -0.0021943673, -0.009703071, -0.017202329, -0.011787248, 0.01673638, 0.0020684353, -0.0064540217, -0.025324952, -0.0011444082, -0.0042722477, -0.00021880708, -0.012240604, 0.0046059676, 0.0052985945, -0.0027768034, -0.0005001867, -0.0008461065, -0.0009381944, 0.019292802, -0.027604323, 0.01653489, -0.017932735, 0.014809619, -0.0053647086, -0.0047570863, 0.009677884, 0.02100548, 0.013185094, -0.0030648732, -0.027125781, -0.00026327686, -0.012731738, 0.010452367, 0.0103327315, -0.008286335, -0.000115208226, 0.010704231, -0.015124449, -0.016723787, -0.014859991, -0.0086389445, -0.0224537, 0.0049050567, -0.014091806, 0.025576815, -0.028284356, -0.013273247, 0.010742011, -0.020073581, -0.0024116002, -0.027931746, 0.00905452, 0.020778801, 0.006041594, -0.022315174, -0.01219023, -0.15796927, 0.020035801, 0.013776975, 0.0006603566, 0.019103905, -0.02684873, 0.028183611, -0.001816571, -0.029694797, 0.00044705908, -0.005802323, -0.01324806, -0.0107231205, -0.0072536906, -0.00016636815, 0.014280704, -0.035638794, 0.027150968, 0.022277394, -0.006498098, 0.0069262674, -0.0111324005, -0.023901919, -0.017844584, 0.006913674, 0.012265789, -0.0007980949, 0.007316657, -0.008695614, -0.0070270128, -0.017340854, 0.006431984, -0.0053930436, 0.009633808, 0.009180453, 0.009004148, -0.015414093, 0.0010523204, -0.0027264305, -0.0088530285, 0.027327273, 0.016950466, 0.01775643, 0.010647561, -0.0061077084, 0.027478391, 0.01771865, -0.0042313198, 0.02621907, -0.021559581, -0.010005307, -0.016824532, 3.568897e-05, -0.004990061, 0.023070766, 0.025098274, 0.0024572506, 0.00629031, -0.0016449884, -0.0005367857, -0.035764724, -0.0078203855, 0.020778801, 0.006724776, -0.013613263, -0.016635634, 0.00731036, 0.004004642, -0.024254529, -9.016937e-05, -0.01673638, -0.0007095488, 0.0078203855, -0.03672181, 0.002605221, 0.0066492166, -0.020514345, -0.00527026, 0.0075244447, 0.002169181, -0.01983431, 0.02241592, 0.0105279265, -0.024090817, 0.027856188, 0.023927106, -0.01638377, -0.019292802, -0.025350139, -0.028359916, -0.0017819396, -0.020388411, -0.028284356, -0.008198182, 0.03382537, 0.0037307395, 0.017932735, -0.010005307, 0.011887994, -0.03586547, -0.01575411, -0.0043855864, -0.017920142, -0.0014316909, 0.028838458, 0.031231169, 0.008154105, 0.020174328, -0.001920465, 0.0084437495, -0.012013925, 0.033271268, 0.023612274, 0.005799175, 0.001692213, 0.013462145, 0.021408463, -0.036469944, 0.025916833, 0.015640771, 0.052690003, -0.0014812767, 0.021307716, 0.010005307, -0.0029184772, -0.0014718318, -0.08830361, 0.0061391913, 0.0029342186, 0.016245244, 0.008374487, 0.035487674, -0.018260159, 0.036419574, -0.020060988, 0.0061927126, -0.0057267635, -0.043950316, -0.028989576, -0.020388411, 0.011881697, 0.0059534414, -0.007618894, -0.0049869125, -0.031709712, 0.0016497109, -0.018297939, -0.00701442, -0.006095115, -0.014217738, -0.0013128425, 0.015968194, -0.015439279, 0.0075748176, 0.0037181461, 0.011573163, -0.0004809033, -0.014746653, 0.014683686, -0.0074299956, -0.0013207132, -0.0062934584, 0.012712848, -0.009488986, 0.02586646, -0.037175164, -0.0006367443, -0.012662476, 0.0029767207, -0.041079063, 0.003935379, -0.0050593233, -0.02770507, 0.00026288332, 0.039089333, -0.010647561, -0.015905228, -0.012076891, -0.005175811, -0.014507381, 0.013802161, -0.02273075, 0.026042765, -0.03306978, -0.029216254, 0.031231169, 0.019821718, -0.013172501, -0.011648722, 0.024859002, 0.011472417, -0.0076566734, 0.0036520318, -0.030525949, 0.020841768, -0.011384265, -0.0039731585, 0.006145488, -0.032918658, -0.0056637977, -0.03236456, -0.0032994219, -0.030223712, -0.00348832, 0.020816581, -0.011724281, -0.018411277, -0.013613263, 0.0021833484, -0.03140747, 0.014104399, 0.03755296, 0.01807126, 0.01395328, -0.005075065, -0.018864634, 0.0013521962, 0.0074236994, -0.006592547, -0.0073985127, -0.00040573758, -0.0044296626, 0.00056275923, 0.008002987, 0.0044391076, 0.006882191, -0.023700427, 0.007360733, -0.0779268, 0.007234801, -0.019003158, -0.004668934, 0.02249148, -0.0021644586, 0.014192551, -0.021131411, 0.011201663, 0.012996196, -0.010987579, 0.020111362, 0.0060888184, 0.0051726624, -0.018373499, -0.00732925, 0.025324952, -0.0002471418, 0.0065547675, 0.021206971, -0.01089313, 0.003249049, -0.008626351, -0.022201834, -0.009041927, -0.023826359, 0.0042281714, 0.012908043, -0.0117557645, -0.0045744847, 0.009583435, -0.017580125, 0.024481207, 0.0181846, 0.0061517847, -0.030072592, -0.0045398534, -0.011592053, 0.02163514, 0.009923452, -0.013776975, -0.013222874, 0.017353447, -0.011214256, -0.027755441, -0.001204226, -0.024040444, 0.0016906388, 0.013688822, 0.013411772, 0.017214922, 0.00471301, -0.023297444, -0.013033976, 0.012555433, -0.010968689, 0.02139587, -0.005814916, -0.0022699267, -0.016358584, 0.023083359, -0.0034851718, -0.020501751, -0.009633808, -0.001047598, 0.014104399, -0.014645907, 0.014633314, -0.0007929789, -0.010729417, -0.019582447, -0.005317484, 0.0021597361, 0.01881426, -0.0032128436, -0.006567361, 0.023448562, 0.010754604, 0.005355264, 0.0019283358, 0.029367372, 0.011988739, -0.022516666, 0.03312015, 0.035034318, 0.040046416, -0.0056732427, 0.014280704, 0.00096495496, -0.001992876, -0.010024197, 0.018197194, 0.012448391, 0.011711688, -0.01771865, -0.001390763, -0.025992392, -0.01332362, 0.0129836025, 0.033573505, -0.011566866, -0.0019566705, -0.01148501, -0.0130213825, -0.01532594, 0.031558592, -0.024531579, -0.024393054, -0.012146154, 0.011988739, 0.02881327, 0.026596867, -0.019720972, 0.00032368494, -0.03629364, -0.007165538, -0.005915662, -0.038384113, 0.0023612275, -0.001007457, 0.0020542678, 0.022466293, 0.035764724, -0.014116992, -0.0017740689, -0.0023753948, 0.021307716, -0.018990565, -0.0062966067, -0.010748307, 0.019670598, -0.01469628, -0.01159835, -0.0074362922, -0.009375648, 0.002790971, -0.0069703436, 0.021383276, -0.02924144, 0.03465652, -0.0071340553, 0.006312348, -0.002512346, -0.01740382, -0.009753443, -0.018977972, 0.009640105, -0.028133238, -0.024871595, 0.023725614, 0.012423205, 0.03065188, -0.011655019, -0.0103138415, 0.0066177333, -0.0036174005, 0.00078235334, 0.011881697, -0.015552619, 0.010792384, 0.015728923, 0.023423376, -0.006737369, 0.022516666, 7.9396275e-05, 0.026974663, 0.011478714, -0.013033976, -0.05611536, -0.0036583284, -0.01814682, -0.019771345, -0.0036677732, 0.013499925, -0.0068884874, 0.011440934, 0.008878215, 0.007763716, 0.027050221, -0.043320652, 0.022743342, -0.027428018, -0.00736703, 0.038459674, 0.013311027, -0.005295446, -0.016257837, -0.025576815], metadata={'director': 'Francis Ford Coppola', 'theme': 'Mafia', 'year': 1972}, excluded_embed_metadata_keys=[], excluded_llm_metadata_keys=[], relationships={}, hash='79563896e320da86be371351f55d903acdcfb3229368a6622f6be6e929e8b7cc', text='The Godfather', start_char_idx=None, end_char_idx=None, text_template='{metadata_str}\n\n{content}', metadata_template='{key}: {value}', metadata_seperator='\n'), score=0.7488234), NodeWithScore(node=TextNode(id_='fe9a4180-b5ab-4110-b79a-5edb774d08c1', embedding=[-0.0017883689, -0.023840722, -0.0128082475, -0.035414744, -0.009697493, 0.025704654, -0.0004907782, 0.000809174, -0.021825658, -0.027883442, 0.023840722, 0.01876528, 0.028437585, -0.0019048648, 0.0063726385, 0.015352266, 0.029117668, -0.008072848, 0.010409063, -0.0003996674, 0.010239041, 0.006933078, -0.029772565, -0.0006781161, 0.00477633, -0.0010830967, 0.0044016545, -0.027001852, 0.021548586, -0.017505866, 0.012002222, -0.024067415, -0.0065237684, 0.0020103408, 0.01009421, -0.003102883, 0.005821645, -0.010535005, 0.0009894277, 0.014609211, 0.014017286, 0.007443141, -0.008261761, -0.016876157, 0.005881467, -0.0027848808, 0.02261909, -0.011712557, -0.013614274, 0.014584023, 0.007077911, 0.031485368, -0.014785529, -0.030225953, 0.020125447, 0.009414125, 0.0049652425, -0.016347203, 0.0037908384, -0.017795531, 0.010805778, 0.0044709225, -0.025578713, 0.012594148, -0.0018686566, -0.0135638965, -0.000861912, 0.010320904, -0.0058342386, -0.004357575, 0.0348606, 0.025163107, -0.015453019, 0.014949253, 0.007021237, -0.008790715, -0.021485616, -0.0030525064, -0.00804766, 0.0006328559, 0.021850845, -0.017707372, -0.003331152, 0.021787874, 0.009993456, 0.023059884, -0.019306827, 0.021498209, 0.0018749537, 0.0018812508, -0.012959378, 0.0038317693, 0.01876528, 0.013286825, -0.011511051, 0.021674527, -0.0006143582, 0.0036365602, 0.029419929, -0.010654649, -0.0016592789, -0.00091858563, 0.003535807, -0.011410298, -0.019508334, -0.00600426, 0.021170761, -0.0039923447, 0.015654525, -0.005525682, -0.025868379, 0.018601555, 0.033500433, -0.04667391, 0.011983331, -0.0086521795, 0.0195839, -0.007077911, 0.01803482, -0.02644771, -0.0072290404, 0.045439683, 0.023840722, -0.017934065, 0.030225953, -0.011794419, 0.010037536, 0.00011698782, -0.013223855, -0.0062876283, 0.057832323, 0.012921595, 0.0007340027, 0.010409063, -0.00794061, 0.01986097, 0.00097604643, 0.023437709, -0.02368959, -0.012669712, 0.027681936, 0.027505618, -0.010786887, 0.010125695, -0.011744043, 0.006265588, 0.023324361, 0.0058405357, 0.020075072, -0.020818125, 0.02098185, -0.026422521, -0.0022889862, 0.019684652, 0.027656747, 0.01252488, 0.008041363, -0.008967033, -0.012707495, 0.011385109, 0.008904062, 0.026523275, -0.004086801, -0.0067063835, 0.007525003, 0.026674405, 0.023828126, 0.0012987715, 0.006419867, -0.0030713978, -0.00021685548, 0.021120384, -0.009546364, 0.02599432, -0.00834992, 0.031384617, 0.020755155, 0.014521052, -0.035263613, -0.009300778, -0.00080602546, 0.021473022, 0.035087295, 0.046170145, -0.009256698, 0.007676133, -0.00046952555, -0.0013121527, 0.015314483, -0.0033689344, -0.00091228855, 0.019017162, 0.021107791, -0.008438079, -0.66013485, -0.010950611, -0.018198542, -0.009155945, 0.0031107543, 0.029923694, 0.012260403, 0.025289048, -0.017266575, -0.00546586, -0.007783183, 0.009760465, 0.040981356, -0.006029448, -0.047933325, -0.031208297, -0.013236449, -0.013072725, -0.0333493, 0.0052454625, -0.021221139, 0.014432893, -0.019999506, 0.0030588035, 0.010786887, 0.0015797784, 0.02967181, -0.022102728, 0.0037499075, 0.0040836525, -0.014898877, 0.009332263, 0.0057775653, 0.008904062, 0.037807632, 0.0023535313, -0.024621557, 0.03453315, -0.0031737252, 0.022820596, -0.011429189, -0.004810964, 0.01715323, -0.0072290404, -0.011825904, -0.013186072, 0.035087295, -0.03103198, 0.014483269, 0.009672306, 0.0041969996, 0.008538832, 0.00076391373, 0.013891345, 0.0007993348, 0.0038286208, 0.029974071, 0.011441783, 0.0004797583, 0.009319669, -0.0065552536, -0.004719657, 0.016586492, 0.0015805655, 0.013752809, -0.0027045931, -0.0078776395, 0.00025188294, 0.021762686, -0.01252488, -0.00014434074, 0.00716607, -0.021813063, -0.026749969, 0.023840722, -0.0068575135, 0.0176444, 0.009351155, 0.0109946905, 0.005582356, -0.013576491, -0.00028789433, -0.024583776, -0.008393999, 0.012380047, -0.007890234, -0.049998764, 0.026548462, 0.005894061, 0.0006914974, 0.032744784, -0.011114335, -0.00871515, 0.02326139, 0.0033500432, 0.018563773, -0.0047920733, -0.004996728, 0.018689714, -0.031107545, -0.006737869, -0.00032410253, -0.009244104, 0.0018041116, 0.021233732, 0.0061490927, 0.0013522966, 0.028261267, 0.051535252, -0.022064947, 0.035842944, -0.0038191753, -0.005799605, -0.013639461, 0.011183603, -0.028387208, 0.026321769, -0.0035389555, -0.0009492839, -0.0013711879, -0.013589085, -0.0021709162, 0.0022197184, -0.007865045, 0.018790469, 0.0067819483, -0.023651809, -0.02599432, -0.011529942, 0.015742684, 0.020326953, -0.0019851525, 0.014495864, -0.0075564883, 0.017732559, -0.0019631127, 0.0024558587, -0.013034943, 0.021561181, -0.03208989, 0.0103272, -0.0051793433, -0.0040490185, 0.007373873, 0.0037499075, -0.031863194, -0.011334733, -0.021636745, -0.01164329, -0.0087403385, 0.0022763922, 0.005859427, 0.002005618, 0.0061302013, 0.01661168, -0.024911223, -0.008116928, -0.011177306, -0.017682184, -0.025213484, 0.018815657, 0.007354982, -0.024923818, 0.004474071, 0.015314483, 0.0071156933, 0.0074179526, 0.012002222, 0.014281763, -0.018966787, 0.021876033, 0.0067945425, 0.009137054, 0.014646993, -0.0014971293, 0.023991851, 0.013538709, -0.008236572, -0.0020859058, -0.012657118, 0.020339549, -0.016662057, 0.014483269, -5.8444715e-05, 0.038361773, -0.006681195, 0.03516286, 0.018601555, -0.022329424, 0.024936412, -0.009829732, 0.0034980245, 0.003554698, -0.028538339, 0.010717619, 0.031712063, -0.004209594, 0.016271638, 0.0028006234, 0.031233486, 0.04037684, -0.016284233, 0.020717373, -0.005705149, -0.0048896777, -0.010856155, 0.013324608, -0.017820718, 0.0043764664, -0.002000895, 0.0092692925, -0.021787874, -0.010988394, -0.012638227, 0.01822373, 0.018752685, -0.02289616, -0.0029580505, -0.021208543, -0.02483566, 0.002070163, 0.01669984, -0.008343623, -0.003888443, 0.007606865, -0.009905297, -0.004697617, 0.020415112, 0.009212619, -0.038336586, -0.015503395, 0.03440721, -0.0022086985, 0.012235214, -0.0033941227, -0.016649462, -0.011542536, -0.015264107, 0.021787874, -0.0070023458, 0.013160884, 0.032492902, 0.035465118, -0.01536486, 0.018274108, -0.014533646, 0.0174303, -0.013274231, -0.025427584, 0.014810718, -0.019974317, -0.001014616, -0.016447956, -0.0016151994, 0.034079764, -0.016082726, 0.0058972095, 0.0007981541, 0.023702186, 0.03783282, 0.010440548, 0.005286393, 0.0021205395, 0.020150635, 0.004392209, 0.00045653785, -0.0003424034, 0.0032587356, -0.0070401286, -0.02556612, -0.012052599, -0.0048204097, 0.01579306, -0.016019756, 0.016120508, 0.004980985, -0.0022889862, 0.011108038, 0.0047353995, -0.0020197863, -0.020515867, -0.0011169434, 0.03176244, -0.008450673, -0.005821645, -0.009829732, 0.016435362, -0.009684899, 0.0030273183, -0.0036554513, -0.011995926, 0.014269169, 0.0037373132, 0.0065552536, -0.00034771653, -0.0015758427, 0.017631806, -0.014344734, 0.0007084208, -0.031838004, -0.012839734, -0.0041938513, -0.005648475, -0.023601431, 0.03397901, 0.0014097574, 0.0013948018, -0.0028761884, 0.009294481, 0.01797185, 0.014810718, 0.013463143, -0.010843561, -0.020666996, 0.00438906, -0.012335967, -0.0150626, -0.00918743, 0.020553648, -0.01170626, 0.00908038, -0.03221583, -0.03649784, 0.0012853901, 0.10055167, 0.007695024, 0.037102357, 0.029470304, 0.009590443, -0.0069708605, -0.034961354, -0.022808, -0.0016057538, -0.015427831, -0.007890234, -0.035515495, 0.026548462, 0.020150635, 0.037807632, -0.007827262, -0.008488456, 0.0023944622, 0.0071156933, -0.0052737994, -0.011057662, 0.012959378, 0.023538461, 0.010056427, -0.009319669, -0.041585874, 0.020478083, -0.008079145, 0.0074179526, -0.02201457, -0.002152025, 0.0017584579, -0.010031238, 0.00064308866, -0.0069708605, -0.0062718852, 0.03543993, 0.01706507, 0.02444524, -0.0053997408, 0.01521373, -0.025238672, -0.0125437705, -0.013626868, 0.029697, -0.018148167, -0.030628966, 0.011794419, 0.024004444, -0.016473144, 0.0249616, 0.015931597, 0.0013302568, 0.0057807136, 0.029621435, 0.0065363627, -0.0030100013, 0.015490801, -0.0051824916, 0.011252871, -0.023085073, -0.03146018, 0.00867107, -0.009798246, 0.014974441, -0.018286701, -0.011807013, -0.0040742066, -0.010188665, -0.008727744, 0.004322941, -0.013085319, -0.00742425, -0.0019977465, 0.013626868, -0.0012326522, 0.0017962402, -0.0017348438, 0.025314236, 0.004209594, -0.028538339, -0.03561625, 0.0008099611, -0.035641436, -0.0090740835, 0.007430547, -0.008664774, -0.008847388, -0.011202494, 0.0025755032, 0.0092504015, -0.003049358, 0.023576245, -0.009993456, 0.0067000864, -0.002386591, 0.0044016545, 0.0010799482, 0.0013798462, 0.0055445735, 0.029319175, -0.028563526, -0.014936659, 0.00065765064, 0.0028950796, -0.0072101494, -0.008104334, 0.00056280097, -0.013463143, -0.0044425856, 0.011215088, -0.02659884, -0.0028588714, -0.017543647, -0.005519385, 0.014684776, 0.0017191011, 0.0044048033, 0.00938264, -0.016662057, -0.0070464252, -0.017820718, 0.0088284975, 0.035036918, -0.007946907, -0.01082467, 0.023714779, -0.018903816, 0.013803186, 0.0088284975, -0.034583528, 0.013425361, 0.007367576, -0.011019879, -0.010988394, -0.014747746, 0.00065096, -0.004181257, -0.016687246, -0.00025542505, -0.02046549, -0.002855723, -0.00067418045, -0.018286701, 0.00050534017, -0.023009507, -0.0023960366, -0.003542104, -0.008482158, 0.011687369, -0.01943277, -0.01803482, -0.01258785, 0.003014724, 0.002773861, -0.040527966, -0.03397901, -0.011171008, -0.0039891964, 0.014231387, 0.03586813, 0.005424929, 0.019168293, -0.0062372517, -0.0061144587, 0.027883442, -0.0026243054, 0.017568836, -0.0011893598, 0.044885542, 0.033500433, 0.0012365879, 0.018866032, 0.0028462773, 0.015251513, 0.012121866, 0.011278059, 0.011051364, 0.01396691, -0.015251513, -0.009244104, 0.02659884, -0.029344363, -0.0174303, -0.00533677, -0.020881096, 0.0014349456, -0.025553524, -0.028311644, 0.017405111, 0.024671935, -0.015931597, -0.013538709, -0.007172367, -0.0009752593, -0.028538339, -0.006174281, 0.0076383506, 0.014571428, 0.011353624, 0.017480677, 0.030603778, -0.005525682, -0.028236078, 0.0052391654, 0.05188789, -0.016322015, 0.016976912, 0.024369676, -0.015629336, 0.010188665, -0.030704532, -0.015024818, -0.050200272, 0.0049589453, -0.0014640696, 0.0027408013, 0.007159773, 0.0011389832, -0.020629214, 0.03974713, -0.016259044, 0.027127793, -0.0003219379, 0.021762686, 0.0103775775, 0.0017978145, -0.015125571, 0.035691813, 0.0013601679, -0.0050345105, 0.020112853, 0.009804544, 0.013853562, 0.005711446, -0.008922953, -0.016586492, -0.03264403, -0.016384985, 0.021422645, 0.038462527, 0.009829732, -0.011662181, -0.0022165698, 0.007902827, 0.0045653787, -0.0088222, -0.012235214, -0.010736511, -0.040452402, -0.014571428, -0.022883566, -0.013702433, -0.016838375, -0.005560316, -0.03810989, 0.01123398, -0.013475738, 0.014772935, -0.014269169, -0.024974193, 0.040124953, 0.0094267195, -0.0030462095, 0.028286455, 0.007946907, -0.023236202, -0.007430547, -0.006681195, 0.024558587, 0.0018623596, -0.009728979, 0.006035745, 0.014911471, -0.012027411, 0.0077139153, -0.016057538, -0.026321769, 0.00051517936, -0.02866428, -0.012291888, 0.0073612793, -0.008545129, 0.01897938, -0.0059664776, -0.012304482, 0.009842326, -0.00026368996, 0.014760341, -0.038361773, -0.025868379, -0.024382269, 0.0038034325, 0.0072353375, -0.01992394, -0.0036617483, -0.0034507965, 0.028236078, -0.0118384985, 0.012512285, -0.016976912, 0.003242993, -0.012512285, 0.019369798, -0.011611804, -0.0067000864, 0.001336554, -0.022279046, 0.007512409, 0.009823435, 0.009370046, 0.022694653, 0.0139165325, -0.014609211, -0.005295839, 0.026221015, -0.009634523, 0.0011059236, -0.0060672304, 0.03606964, -0.011586616, 0.002640048, 0.016687246, -0.005072293, -0.001337341, 0.0063254107, -0.008331029, 0.009508581, -0.039067045, -0.0041371775, -0.021523397, 0.042165205, -0.006656007, 0.011630695, -0.015906408, -0.009225213, 0.0002908461, 0.027807878, -0.00492746, -0.019533522, 0.02584319, 0.01749327, -0.0026652364, 0.010900235, -0.0012420978, -0.026372144, 0.0037089763, -0.039923448, -0.031510558, -0.038185455, -0.020931473, 0.04657316, 0.0025471663, 0.0021331338, -0.0015057877, 0.012304482, -0.018966787, -0.024319299, -0.004716508, 0.012461909, 0.017354734, 0.0011917212, -0.00048881036, 0.007990986, 0.0056642178, 0.0047039143, -0.013450549, 0.015050006, -0.0078020743, -0.01237375, 0.026120262, 0.0062844795, 0.0021835102, -0.008482158, -0.015339672, 0.019672059, -0.011372515, 0.015163354, -0.022493146, -0.010944314, -0.029218422, -0.02416817, -0.010736511, -0.0021331338, -0.012147055, -0.023450302, 0.0025613348, -0.002222867, 0.00023712419, -0.02274503, -0.0053902953, 0.016384985, -0.006750463, -0.0057807136, -0.014823312, -0.0072038523, 0.023966663, -0.00531473, 0.001917459, 0.024029633, -0.011548833, 0.002943882, 0.012971972, -0.0038160267, -0.0023440856, -0.00040183202, -0.026246203, -0.03866403, -0.035817754, -0.0035987776, 0.0051636, -0.011542536, 0.028890975, -0.018475614, -0.0094267195, -0.010893937, -0.011649586, -0.00454019, -0.0022543524, 0.0316365, -0.03208989, 0.004779479, -0.024886034, -0.0066937893, -0.016687246, -0.0023204717, 0.0009949376, -0.00047306766, -0.017594025, -0.0059255464, -0.0012554791, -0.014231387, -0.017921472, -0.03516286, -0.012827139, 0.03944487, 0.20563723, -0.0008438079, -0.014155822, 0.01252488, -0.016800592, 0.017014693, 0.019760218, -0.0016876158, -0.014231387, 0.009773059, -0.010037536, 0.009892703, 0.029948883, 0.0068008397, 0.015276701, -0.02571725, -0.02261909, -0.013526115, -0.025742438, -0.011309545, -0.007499815, 0.0007214085, -0.013387579, -0.007594271, 0.025515743, -0.0011358347, -0.013777997, 0.012764168, 0.014835905, 0.0195839, -0.008079145, -0.022216076, 0.0024668786, -0.0018670823, -0.033575997, 0.013677244, -0.02214051, -0.01913051, -0.015390048, -0.0024999382, 0.002328343, 0.02067959, -0.0013381281, 0.0026778306, 0.0042851586, 0.013312014, -0.022052351, 0.002745524, -0.013589085, 0.015956786, -0.043626126, -0.02999926, 0.023374738, 0.03498654, -0.014369922, -0.01654871, 0.014130633, 0.021674527, -0.0067630573, -0.026649216, 0.020805532, 0.02356365, -0.028185701, -0.024155574, 0.0013853562, 0.030528214, -0.017833313, -0.020994443, 0.040653907, -0.04183776, 0.02125892, -0.0050345105, -0.000571853, 0.0063537476, 0.024520805, -0.022039758, -0.012707495, 0.020717373, 0.007871342, 0.019445363, -0.021120384, 0.011334733, -0.009716385, -0.007827262, -0.0034098653, -0.01749327, 0.008116928, 0.006023151, -0.006479689, -0.015175948, -0.008734041, -0.026498087, -0.018626744, 0.012310779, 0.008406593, 0.01682578, 0.012449315, 0.010881343, -0.010308309, 0.0011586616, -0.03586813, 0.016170885, 0.019659463, -0.019218668, -0.037933573, -0.014420299, 0.0049463515, 0.04695098, 0.008948142, -0.031560935, -0.002298432, -0.009716385, -0.017266575, -0.011775528, 0.016649462, 0.002093777, -0.0064670946, -0.025326831, -0.00117283, -0.004234782, -0.0001794666, -0.012304482, 0.0046377946, 0.0052926904, -0.002791178, -0.00048881036, -0.00083829794, -0.0010185516, 0.019243857, -0.027656747, 0.016523521, -0.017871095, 0.014810718, -0.005396592, -0.004681874, 0.009703791, 0.02104482, 0.013186072, -0.0030399123, -0.02717817, -0.00030757269, -0.012757871, 0.010453142, 0.010339795, -0.008293246, -0.00016923386, 0.010749104, -0.01499963, -0.016712433, -0.014861094, -0.008677367, -0.022455364, 0.004930609, -0.014017286, 0.025578713, -0.028286455, -0.013186072, 0.010812076, -0.019974317, -0.002462156, -0.02793382, 0.009055192, 0.020805532, 0.0060168537, -0.022342017, -0.012235214, -0.15798098, 0.020049883, 0.0138283735, 0.000615539, 0.019080134, -0.026926287, 0.028110137, -0.0018513397, -0.029747376, 0.00056791736, -0.0057807136, -0.013236449, -0.010742808, -0.007254229, -0.00015496704, 0.014231387, -0.03561625, 0.02717817, 0.022354612, -0.0065363627, 0.0068575135, -0.011101741, -0.023941474, -0.017871095, 0.006901593, 0.012260403, -0.000809174, 0.007260526, -0.008771824, -0.007084208, -0.017266575, 0.0064261635, -0.0054186317, 0.009584147, 0.009218916, 0.009030004, -0.015390048, 0.0010933294, -0.002674682, -0.008872577, 0.027354488, 0.016976912, 0.017820718, 0.010667243, -0.0061144587, 0.027480429, 0.017732559, -0.0042253365, 0.026195826, -0.021473022, -0.01009421, -0.016750216, 5.765758e-05, -0.005047105, 0.023160636, 0.025062352, 0.0024353932, 0.0062592914, -0.0016356648, -0.0004931396, -0.035717003, -0.007883936, 0.020742562, 0.0067819483, -0.013526115, -0.016624274, 0.0073234965, 0.0040805037, -0.024407458, -6.833309e-05, -0.016775405, -0.00077257224, 0.007839857, -0.03677491, 0.002610137, 0.006687492, -0.020503271, -0.00531473, 0.0075690825, 0.002122114, -0.019848377, 0.022455364, 0.010528707, -0.024067415, 0.02790863, 0.023941474, -0.016422769, -0.019332016, -0.025314236, -0.028462773, -0.0017836462, -0.0204403, -0.028261267, -0.00819879, 0.033928633, 0.003683788, 0.01788369, -0.010031238, 0.011825904, -0.035918508, -0.015767872, -0.00438906, -0.01788369, -0.0014239257, 0.02879022, 0.031208297, 0.008205087, 0.020175824, -0.0018245771, 0.0084758615, -0.0119455485, 0.033298925, 0.023614027, 0.0058499817, 0.0016860415, 0.013526115, 0.021435238, -0.03644746, 0.026044697, 0.015717495, 0.05269391, -0.0015223175, 0.021271516, 0.010081615, -0.0029627732, -0.0014892579, -0.088461295, 0.006193172, 0.0028887826, 0.016359797, 0.008406593, 0.03561625, -0.018274108, 0.036371898, -0.020087665, 0.0061679836, -0.0057397825, -0.044003952, -0.028966539, -0.020478083, 0.011876281, 0.0059916656, -0.007606865, -0.0050219162, -0.03176244, 0.0016277935, -0.018236326, -0.0070464252, -0.006092419, -0.014105445, -0.0012436721, 0.015981972, -0.015478207, 0.0075061116, 0.0037341646, 0.011429189, -0.00047346123, -0.014722559, 0.014722559, -0.0074557355, -0.0013633164, -0.0062435484, 0.01273898, -0.00948969, 0.025918756, -0.037278675, -0.0007162921, -0.012776762, 0.0029596246, -0.041157674, 0.003935671, -0.0050911843, -0.027757501, 0.00020308062, 0.039092235, -0.010679837, -0.015931597, -0.012077787, -0.005195086, -0.014445487, 0.013803186, -0.02274503, 0.026019508, -0.032996666, -0.029293986, 0.031208297, 0.019873565, -0.013060131, -0.0116810715, 0.024848253, 0.0114165945, -0.007499815, 0.003623966, -0.030628966, 0.020868503, -0.011378813, -0.003948265, 0.0061679836, -0.03289591, -0.005695703, -0.032392148, -0.0032178047, -0.030225953, -0.0035452526, 0.020881096, -0.01170626, -0.018362267, -0.0136520555, 0.002134708, -0.031384617, 0.014168416, 0.03750537, 0.018148167, 0.013992098, -0.005047105, -0.018929003, 0.0014144802, 0.007430547, -0.0066434126, -0.0073927646, -0.0003268575, -0.0043449807, 0.00065253425, 0.00804766, 0.004439437, 0.0068827015, -0.023676997, 0.007336091, -0.07798296, 0.007266823, -0.01904235, -0.0048235585, 0.022442771, -0.0021740647, 0.014256575, -0.02107001, 0.011145821, 0.013009754, -0.0109757995, 0.020175824, 0.006001111, 0.005248611, -0.018387455, -0.007336091, 0.025314236, -0.00020740986, 0.0065363627, 0.02113298, -0.010944314, 0.0033091123, -0.008582911, -0.022190887, -0.00908038, -0.023828126, 0.0042190393, 0.012959378, -0.011788122, -0.0045212987, 0.009584147, -0.017531054, 0.024495617, 0.018122979, 0.006208915, -0.0301252, -0.0045527844, -0.011555131, 0.021624152, 0.0099367825, -0.013765403, -0.013135696, 0.017291764, -0.0111899, -0.02778269, -0.0011822756, -0.02408001, 0.0016970614, 0.013702433, 0.013425361, 0.017253982, 0.0047416966, -0.023324361, -0.013110507, 0.012537474, -0.010881343, 0.021284109, -0.005783862, -0.002152025, -0.016372392, 0.023034696, -0.0035200643, -0.020478083, -0.009716385, -0.0010508242, 0.014130633, -0.014735152, 0.014621805, -0.0008721447, -0.010749104, -0.019558711, -0.0053241756, 0.002070163, 0.018866032, -0.0031705766, -0.006599333, 0.023462897, 0.010736511, 0.0052989875, 0.0019032905, 0.02939474, 0.012027411, -0.022518335, 0.03309742, 0.035087295, 0.04004939, -0.0055508707, 0.014269169, 0.0010177646, -0.0018859736, -0.009987159, 0.018173356, 0.012487097, 0.011624398, -0.017707372, -0.0013774849, -0.026019508, -0.013198666, 0.012971972, 0.033575997, -0.011485863, -0.0020134894, -0.011372515, -0.01299716, -0.015352266, 0.03158612, -0.024495617, -0.024470428, -0.012165946, 0.0120148165, 0.028765032, 0.026749969, -0.019722436, 0.0002621157, -0.03632152, -0.0072290404, -0.0058657243, -0.03838696, 0.0022795408, -0.0010665669, 0.002018212, 0.022442771, 0.035792567, -0.014143228, -0.0017883689, -0.002328343, 0.02125892, -0.018954191, -0.0062529943, -0.010830967, 0.019571304, -0.014735152, -0.011574022, -0.00742425, -0.009376342, 0.0027171874, -0.0069708605, 0.021435238, -0.029193234, 0.034608718, -0.0071156933, 0.0063065193, -0.0025125325, -0.017405111, -0.009703791, -0.019004568, 0.009647117, -0.028135326, -0.024936412, 0.023790345, 0.0124808, 0.030679343, -0.011699963, -0.0102894185, 0.0066434126, -0.0036145202, 0.00089575874, 0.011888875, -0.015591554, 0.0107994815, 0.01579306, 0.023437709, -0.0067882454, 0.02246796, -2.7672688e-06, 0.02702704, 0.011473268, -0.01299716, -0.05611952, -0.0036365602, -0.018148167, -0.019911347, -0.003677491, 0.013412767, -0.006926781, 0.011460674, 0.008878874, 0.007701321, 0.027127793, -0.04339943, 0.022757625, -0.02745524, -0.007354982, 0.038361773, 0.013337202, -0.0053304727, -0.016259044, -0.02550315], metadata={'director': 'Francis Ford Coppola', 'theme': 'Mafia', 'year': 1972}, excluded_embed_metadata_keys=[], excluded_llm_metadata_keys=[], relationships={}, hash='79563896e320da86be371351f55d903acdcfb3229368a6622f6be6e929e8b7cc', text='The Godfather', start_char_idx=None, end_char_idx=None, text_template='{metadata_str}\n\n{content}', metadata_template='{key}: {value}', metadata_seperator='\n'), score=0.74872893)]
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_='9949cb24-4f5e-4532-9eac-eaaa0b368072', embedding=[0.013188333, -0.013766769, -0.039642125, -0.007294717, -0.010765331, 0.017173113, -0.02822766, -0.05074809, -0.021042205, -0.01610622, 0.025476879, 0.014345204, 0.01700601, 0.0012805923, -0.0103797065, -0.00085801294, 0.021916285, -0.011260214, 0.015424951, -0.014962203, -0.01744305, -0.009261398, -0.006909093, 0.009737001, -0.010116197, -0.0015617764, 0.022520429, -0.041415993, 0.020103853, 0.0037019884, 0.007866725, -0.00535053, -0.026453791, -0.023844404, -0.03432052, 0.008503005, -0.02691654, -0.009344949, 0.00577793, -0.0037951807, 0.03043857, 0.013818186, -0.01881844, -0.015052182, -0.01691603, -0.013856748, 0.011915775, -0.017198822, -0.030284321, 0.004849219, 0.017700132, 0.03252094, -0.028638992, -0.023600176, -0.004685329, 0.0008764907, -0.0014115437, 0.006462412, 0.0075132367, -0.016556114, -0.0100455, -0.0031637219, -0.0058711222, -0.015090744, -0.00502275, -0.011498016, -0.020733705, -0.007320425, -0.0030191129, -0.023497343, 0.017867235, 0.014525163, 0.0153735345, -0.0133297285, 0.0100390725, -0.007294717, -0.020643726, -0.003827316, -0.0033999165, -0.0126548875, 0.02676229, -0.0022671465, -0.009685584, 0.024589943, 0.024718484, 0.014409475, -0.0071918834, 0.018779878, -0.0075903614, -0.004087612, -0.015232139, 0.035528805, 0.0010347571, 0.01155586, -0.013548249, 0.013921019, -0.0010869771, 0.032546647, 0.018072901, -0.010688206, 0.021697765, -0.0027009733, -0.015193577, -0.025502587, -0.03678851, -0.0052926866, 0.008997888, -0.004203299, 0.017275946, -0.007153321, -0.015334972, 0.011112392, 0.024371423, -0.02676229, 0.008290911, -0.015437805, -0.010900299, -0.011877213, -0.020887954, -0.027636372, 0.017327363, 0.027610663, 0.020965079, -0.010643217, 0.03133836, 0.0031589016, -0.01529641, 0.0049231304, -0.002662411, -0.01232068, 0.023535905, 0.009659876, 0.013001949, -0.0067162807, -0.031826816, 0.04177591, -0.01881844, 0.0036409313, -0.023857258, -0.01264846, 0.023227407, 0.022301909, -0.029975822, 0.017391633, -0.010122624, 0.0102640195, 0.010193322, 0.0035927282, 0.010823174, -0.016748926, 0.017314509, -0.00805311, 0.010540384, 0.027764913, 0.01853565, 0.009113575, 0.007821736, 0.011395182, -0.028947491, -0.018561358, 0.018034339, 0.024782754, 0.015977679, -0.0008740806, 0.013548249, 0.019808209, 0.035785887, 0.011491588, 0.010758904, -0.012346388, -0.016016241, 0.0012444401, -0.023818696, 0.004842792, 0.0003689536, 0.0064109955, 0.018689899, 0.013001949, -0.027096499, -0.0017690491, 0.0008588163, 0.012160003, 0.026016751, 0.047431726, -0.008811504, -0.008155943, 0.011658693, -0.004810657, 0.020528039, -0.0014203809, 0.014383767, 0.038022507, 0.0013946727, 0.014627996, -0.6655352, -0.04074758, -0.014756537, -0.010829601, -0.011208798, 0.008914337, 0.0050934474, 0.027996287, -0.008772941, -0.014242372, -0.012333534, -0.006517042, 0.027122207, -0.002358732, -0.025309775, -0.0006511418, -0.022636116, -0.004290065, -0.0003233616, 0.0058357734, 0.012635606, 0.019756792, -0.02822766, -0.026813706, 0.00091344636, 0.017520174, 0.008104526, -0.016903175, 0.021672057, 0.018265713, 0.010084062, 0.02155637, 0.010103343, 0.029770156, 0.029821573, 0.025219796, -0.022237638, 0.020823684, 0.0045182253, 0.04131316, -0.025245504, -0.0019056242, 0.0019345459, 0.0103797065, -0.010174041, -0.0038433836, 0.030361446, -0.010508249, 0.0017963641, 0.0024985208, 0.020091, -0.025554003, 0.0070890505, 0.021582078, 0.013869602, 0.01831713, 0.03779113, 0.0072690086, 0.008310192, 0.00956347, -0.010296155, 0.011755099, -0.012474929, 0.009865542, -0.0016469349, -0.0009254971, -0.022507574, 0.005331249, 0.0047206776, -0.03825388, 0.02133785, 0.015861992, -0.012378523, -0.003319578, 0.0028841447, -0.020836538, 0.03475756, -0.008766514, 0.007146894, 0.009981229, 0.0040843985, -0.0013496833, -0.016299032, -0.020797975, 0.038356714, -0.0018734889, -0.032392398, 0.008895055, 0.013483978, 0.019101232, 0.0017545882, -0.008458015, -0.014036706, 0.01660753, -0.014653704, -0.00573294, -0.0013842287, 0.005289473, 0.009479918, -0.013124063, 0.015450659, 0.0043671895, -0.016183345, -0.027482122, -0.0012307826, 0.017108843, 0.0068448223, 0.0065620313, 0.0423672, -0.0115237245, 0.036428593, -0.020707997, -0.0043800436, 0.0013432562, 0.0028761108, -0.02293176, 0.029744448, 0.009595606, 0.002895392, -0.014653704, 0.013753915, 0.010778185, -0.001481438, -0.0042193667, 0.0025772522, -0.0022960682, -0.008078818, -0.0021305715, -0.01172939, 0.0011375902, 0.029487366, 0.007429685, 0.02660804, -0.0071083317, -0.006529896, -0.006658437, 0.03192965, -0.0052509108, 0.026209563, -0.014872224, -0.018214297, -0.006124991, -0.028433327, 0.0055176336, -0.009884823, -0.048305806, -0.0141266845, 0.0020807616, -0.0019040174, -0.0053216084, -0.03393489, -0.00960846, -0.034269102, -0.010405415, -0.0125392005, -0.0189984, 0.0055304877, -0.0009769136, -0.015977679, -0.007294717, 0.012526346, 0.012391377, -0.00960846, -0.008824358, 0.014743683, -0.0006021355, -0.011048121, 0.01722453, -0.008040256, -0.028201953, -0.009968375, 0.0015208038, -0.0029484152, 0.010662498, -0.0038948003, 0.017982922, -0.00437683, 0.012179284, 0.008290911, -0.01654326, 0.007011926, -0.020862246, -0.015514931, 0.0005021143, 0.04087612, -0.0047335317, 0.026428083, -0.0024535314, 0.010675352, 0.007146894, -0.0074746744, 0.024397131, 0.023844404, -0.0077960277, -0.010803893, 0.017340217, -0.0019843557, -0.0058679087, -0.003573447, 0.04239291, 0.022944614, -0.008503005, 0.021170747, -0.032109607, 0.011735817, -0.03558022, 0.019885333, -0.022481866, 0.0059932363, 0.008985034, 0.002839155, -0.0118579315, -0.019551126, -0.02081083, 0.00616034, 0.024949858, -0.023137428, 0.00028178655, -0.03529743, -0.004351122, 0.003984779, 0.004437887, 0.020528039, 0.006645583, -0.0030480346, 0.018304275, -0.0030400008, -0.0025338696, 0.03059282, -0.025464024, -0.004656407, 0.0003751798, -0.0072754356, 0.011343766, -0.0042932783, 0.00844516, 0.026505208, -0.03853667, 0.033112228, -0.0061699804, -0.009486345, 0.00853514, 0.013368291, -0.02081083, 0.010309009, -0.022944614, 0.014306642, -0.0085672755, -0.013548249, 0.019204065, -0.00551442, -0.0053633843, -0.020515185, -0.004148669, 0.021235017, -0.0029211002, 0.020887954, -0.00067805516, -0.0056397477, 0.032135315, 0.0014179708, 0.008168797, 0.003258521, 0.016813196, 0.010341144, 0.010212603, -0.0054790713, 0.014602288, -0.02015527, -0.013972435, -0.016491843, -0.02133785, 0.0063017355, -0.010386134, 0.00610571, 0.00080498966, 0.0009600425, 0.012950532, 0.0026013537, 0.014473746, -0.004656407, -0.02081083, 0.0016790702, -0.0043254136, -0.007558226, -0.022674678, -0.003313151, 0.0051673586, 0.00805311, -0.0036537854, 0.020322373, 0.015026473, 0.018291421, -0.013471124, -0.0035348847, -0.020707997, 0.023908675, -0.032443814, -0.01389531, -0.007937423, -0.03262377, -0.024602797, -0.0104889665, -0.021903431, 0.04308703, -0.016736072, -0.011388755, -0.01345827, 0.028844658, 0.006645583, 0.01735307, -0.0005824526, -0.016851759, -0.0056333207, -0.0061282045, 0.0156049095, 0.0012291758, 0.0055883313, 0.02420432, -0.0043125595, 0.017095989, -0.031698275, -0.02551544, 0.02838191, 0.09491487, 0.005212348, -0.007455393, 0.015437805, 0.012577763, -0.0005362581, -0.02912745, -0.007140467, 0.011446599, -0.020296665, 0.017211676, 0.000426998, 0.016414719, 0.01906267, -0.007911715, -0.01194791, 0.0074746744, -0.015874846, -0.011170235, -0.014280934, -0.023343094, 0.001437252, 0.016157636, 0.008065964, -0.012314253, -0.04002775, 0.0018542077, 0.01816288, 0.0014734042, -0.011543006, -0.005138437, -0.021530662, -0.014088122, -0.0025901063, 0.0062117563, 0.018278567, 0.035657346, 0.019885333, 0.010193322, -0.014409475, 0.014627996, -0.0053826654, 0.022443304, -0.0026045672, 0.019898187, -0.013753915, -0.01238495, 0.024731338, 0.03205819, 0.0053537437, 0.0054694307, 0.0134454155, -0.013046938, 0.012507065, 0.01660753, 0.013008376, 0.007146894, 0.004553574, -0.012301398, -0.00017915438, -0.0013697678, -0.027893454, -0.005652602, 0.008605838, -0.030361446, -0.029615907, -0.0054919254, -0.012995522, -0.0040715444, 0.01735307, -0.00318943, -0.019371169, -0.001886343, -0.007937423, 0.01074605, -0.0024583517, 0.023625884, 0.0046274853, 0.016363302, 0.024808463, -0.016954591, -0.041415993, -0.0031813963, -0.038510963, 0.0055851177, 0.019204065, -0.01275772, 0.01010977, -0.021479245, 0.007294717, 0.018638482, 0.0046789018, 0.01221142, -0.021299288, 0.010662498, -0.00014149581, 0.0050098957, 0.011864359, 0.009794844, -0.0067548435, -0.0015995353, -0.009306387, 0.006825541, -0.009653449, 0.026839415, 0.015399243, 0.0050516715, 0.045760687, -0.020797975, -0.009370658, 0.022893198, -0.012333534, 0.027353581, -0.009415647, -0.0023844405, 0.03162115, -0.013856748, 0.008342328, 0.019808209, -0.034808975, -0.006934801, -0.034063436, 0.02177489, 0.026350958, -0.004492517, 0.026505208, -0.0014035099, -0.017455904, 0.0025435102, 0.004184018, -0.034371935, 0.047868766, 0.0025692184, -0.0025676116, -0.02333024, -0.0048010163, -0.019988166, -0.017275946, 0.0053280354, -0.009730574, -0.024718484, 0.00026130027, 0.00270258, -0.022289054, -0.02006529, -0.021145038, 0.008085245, -0.016440427, -0.018124318, -0.0033999165, 0.0020904022, 0.00014450849, -0.0097048655, 0.0036441449, 0.00993624, -0.025618274, -0.015489222, -0.012982667, -0.0016694296, 0.018432816, 0.0345776, 0.009460636, 0.0074618203, 0.0035445252, -0.002675265, 0.0044153924, 0.026839415, 0.012410658, -0.014370913, 0.022134805, 0.023715863, -0.00092308695, 0.031235527, -0.001282199, 0.03444906, 0.017970068, 0.0015979286, 0.026582332, 0.0033452862, -0.0140109975, -0.01984677, 0.0037373372, -0.0065941666, 0.017031718, -0.038356714, -0.0183814, 0.0007724526, -0.019808209, 0.0022735735, -0.0146922665, 0.030387154, -0.021967702, -0.002337844, -0.012160003, 0.018689899, -0.031955358, 0.018214297, -0.026505208, -0.0076032155, 0.004993828, 0.03015578, 0.012352815, 0.016491843, 0.004871714, 0.030567111, 0.019255482, 0.0061635533, 0.009679157, 0.027636372, -0.008329473, -0.004245075, -0.02420432, 0.00643349, -0.012262836, -0.01091958, 0.004797803, -0.00577793, 0.026029605, -0.0239858, -0.00010835627, 0.013548249, -0.021903431, 0.02881895, 0.010996705, 0.0073911226, 0.010868164, -0.0011825796, -0.016067658, 0.034243394, 0.007429685, -0.009897677, 0.014499455, 0.020425206, 0.0073911226, -0.019011253, -0.0133297285, -0.0071147587, -0.03971925, -0.0153735345, 0.009916958, 0.020836538, -0.005109515, -0.0062888814, -0.008258776, -0.018021485, 0.013432561, -0.025026985, -0.005013109, -0.0253869, -0.019821063, -0.0023282035, 0.0010797466, -0.0023233832, -0.005466217, -0.015116452, -0.014833662, 0.020553747, -0.018767023, -0.0025836793, -0.00648812, -0.023201698, 0.026659457, -0.009640595, 0.0017963641, 0.028844658, -0.005488712, -0.002888965, 0.004768881, -0.014820808, 0.021941993, -0.011954337, 0.0010034252, 0.0016854972, 0.019165503, -0.0037084154, 0.015424951, -0.005630107, -0.027970579, 0.0048331516, -0.015476367, 0.0021241445, 0.010386134, -0.01822715, 0.00087006367, -0.013689645, -0.021145038, 0.004601777, -0.009209981, 0.00013265859, -0.04555502, -0.020669434, -0.030181488, -0.024602797, 0.013496833, -0.016003387, 0.0017883303, 0.02043806, 0.05943748, -0.0075839343, -0.013368291, -0.0071854563, -0.002744356, -0.001508753, -0.001416364, 0.0039269356, -0.017957214, 0.014499455, -0.011208798, -0.010392561, 0.007172602, 0.0051127286, -0.0036923478, 0.004122961, -0.005948247, -0.009692011, 0.008065964, 0.008348755, 0.017841527, 0.0029998317, 0.006941228, 0.009653449, 0.007044061, 0.021363558, -0.015000765, 0.010225457, 0.017211676, -0.015694888, -0.0044957306, -0.045683563, -0.00805311, -0.02545117, 0.03632576, -0.028150536, -0.01286698, -0.0264795, -0.010321863, -5.4881093e-05, -0.0014460892, 0.0071083317, -0.022764657, -0.0015850745, 0.036942758, 0.014576579, 0.006658437, -0.013702499, -0.010578946, -0.021235017, -0.020990789, -0.033857767, -0.022160513, -0.0012942498, 0.03853667, 0.0064399173, 0.011549433, -0.019294044, -0.009576324, -0.0084515875, -0.020425206, -0.022880344, 0.01210216, 0.035348848, 0.010829601, 0.020605164, 0.0054983525, -0.00993624, -0.016247615, -0.0040426226, 0.012809137, 0.007879579, 0.012995522, 0.043883987, 0.02043806, 0.007429685, -0.01971823, 0.0070697693, 0.009762709, -0.012050743, 0.0030432143, 0.0014468926, 0.0016421146, 0.0020454128, 0.00021952437, 0.00034866817, -0.00084033847, 0.00680626, -0.03192965, -0.013201187, -0.012944105, -0.01269345, -0.0072433, 0.015039328, 0.005302327, -0.009139284, 0.02532263, -0.010553238, 0.0016613958, -0.0074746744, 0.0061024963, 0.02809912, -0.018201442, 0.0010460045, -0.0018927701, -0.0062535326, -0.0042836377, -0.002188415, 0.004871714, -0.026530916, -0.021324996, -0.018934127, -0.018252859, 0.0025081614, -0.018625628, -0.0021787744, -0.013117636, -0.0046114177, -0.015772013, -0.0069990717, -0.02912745, 0.03164686, 0.019859625, -0.010617509, 0.0034063435, -0.026196709, -0.017250238, 0.016183345, -0.039924916, -0.005755435, 0.0058711222, -0.025643982, -0.0011665119, -0.01772584, 0.0032938698, -0.010077635, 0.0040426226, 0.0016967447, 0.01389531, 0.21985698, -0.0018542077, 0.0024808464, 0.021967702, 0.0036023688, 0.019795354, 0.028921783, -0.015617764, -0.029358825, 0.007930996, -0.02255899, 0.027096499, -0.0005450953, 0.0012613111, -0.008766514, -0.009737001, -0.03444906, -0.02324026, -0.0286647, -0.03324077, -0.010116197, -0.01949971, -0.025361191, -0.033909183, 0.011639412, 0.0052926866, -0.015592055, -0.0141266845, 0.046737604, 0.004248289, 0.004919917, -0.00048403817, -0.0022655397, 0.002517802, -0.018767023, -0.0067676976, 0.017018864, -0.00011498418, 0.0071147587, 0.013079073, -0.022314763, 0.013124063, -0.024461402, -6.422042e-05, -0.0072754356, 0.015784867, -0.014885078, -0.009254971, -0.0047335317, 0.027533539, -0.025901064, -0.0175973, 0.04681473, 0.039976332, -0.025116963, 0.01091958, 0.022301909, 0.009846261, -0.011806515, -0.021414975, -0.0019634678, 0.02809912, -0.019692522, -0.011922202, 0.011395182, 0.030284321, -0.016453281, -0.010411842, 0.012725585, -0.02249472, 0.009062159, 0.0036666396, -0.01617049, 0.0030898105, -0.021916285, -0.028279077, 0.011131673, 0.0047496, -0.0050998745, 0.026993666, -0.0044025383, 0.0090235965, 0.002763637, 0.014088122, -0.01757159, -0.046429105, 0.010630363, -0.017584445, 0.0018027911, -0.0013545036, 0.0072111646, 0.0004107295, 0.006462412, -0.0077638924, 0.02183916, 0.013535395, 0.004315773, 0.036222927, -0.0064238496, 0.01074605, -0.015270702, -0.00049528555, -0.0005033194, -0.002805413, -0.015900554, 0.0085672755, -0.009415647, 0.02324026, 0.021646349, -0.0021787744, 0.030695653, -0.0030416076, -0.0049167033, 0.009120002, -0.0031380136, 0.013689645, -0.026068168, -0.01669751, -0.0134454155, -0.027199332, -0.013201187, -0.008432306, 0.0032633413, 0.011819369, -0.0051063015, 0.0060992828, 0.004184018, 0.0024197893, -0.00291628, -0.03306081, 0.012642033, -0.008252349, 0.019204065, -0.009505627, 0.017970068, 0.017314509, 0.018921273, 0.007436112, -0.008676535, -0.00908144, 0.002222157, -0.027919162, -0.0011857931, 0.027584955, 0.00091023283, -0.014229517, 0.009653449, -0.016723217, -0.010643217, -0.032546647, -0.017802965, -0.008695817, -0.005784357, -0.022623261, 0.019011253, -0.013406853, -0.029898698, -0.019396877, -0.008239495, 0.012725585, -0.023034595, 0.020643726, 0.008830785, 0.0010435943, -0.01107383, 0.016029095, -0.16360731, 0.008612265, 0.022546137, -0.017777257, 0.028896075, -0.022379033, 0.02809912, -0.008965753, -0.0025419034, 0.013201187, 0.0011199157, 0.0074618203, -0.026453791, 0.0030673158, -0.010353998, 0.01881844, -0.011800088, 0.0070890505, 0.024448548, 0.009987656, 0.025181234, -0.017147405, 0.0010612687, 0.0063017355, 0.029513074, 0.0027009733, 0.001701565, 0.011388755, 0.0042290073, -0.012821991, -0.0090235965, 0.006741989, -0.008098099, -0.009846261, 0.024461402, -0.0062310374, 0.0010186895, 0.024731338, 0.009557043, 0.031878233, 0.041364577, 0.01536068, 0.041364577, -0.004849219, -0.0175973, 0.017301654, 0.02779062, 0.012031462, 0.005591545, -0.0214921, -0.006118564, -0.0055112066, 0.017712986, -0.019114086, 0.015193577, 0.016401865, 0.00024141655, 0.006658437, -0.0011657085, 0.0014525163, -0.020026729, -0.020309519, 0.017327363, 0.009550616, -0.011446599, 0.005318395, 0.012719158, 0.011221652, -0.027842037, 0.009197127, -0.03560593, -0.035220306, 0.009923385, -0.01102884, -0.010315436, -0.0012219454, -0.0109517155, -0.0092485435, -0.0006953279, 0.0030158993, -0.023253115, 0.02243045, 0.005427655, -0.0070826234, 0.029667323, 0.007056915, -0.0076931943, -0.0102640195, -0.029898698, -0.0051737856, 0.019731084, -0.026685165, -0.036145803, -0.014756537, 0.033163644, 0.008946472, 0.016183345, 0.004547147, 0.024474256, -0.016736072, 0.0043800436, 0.014499455, -0.008393744, -0.016157636, 0.020849392, 0.009100721, -0.0059932363, -0.007011926, 0.024152903, 0.027122207, -0.018689899, 0.005466217, 0.026556624, 0.00989125, -0.008811504, 0.007661059, 0.015489222, -0.03648001, 0.022289054, 0.01464085, 0.047406018, 0.004061904, -0.019589689, 0.009004315, 0.0025274425, 0.004756027, -0.073011436, -0.027893454, -0.00616034, 0.0061410586, -0.0017063853, 0.017892944, -0.013471124, 0.00351239, -0.016646093, 0.026081022, -0.013908165, -0.01921692, -0.009107148, -0.017147405, 0.011909348, 0.003525244, -0.02560542, -0.017430196, -0.030849902, 0.0065523908, 0.002662411, 0.009460636, 0.0046596206, -0.006173194, -0.020669434, 0.001598732, -0.026710873, 0.016658947, 0.02162064, 0.0026656245, 0.011369474, -0.010893872, -0.016234761, -0.021299288, 0.013381145, 0.010424696, 0.012834845, 0.011600849, 0.0140109975, -0.04383257, 0.0052991137, -0.007808882, -0.005366598, -0.013741061, 0.019756792, -0.0076224967, -0.03827959, 0.0053633843, 0.0057361536, -0.0033517133, -0.019705376, 0.0011785626, 0.005893617, -0.017185967, 0.021826306, -0.028613284, 0.01383104, -0.01172939, 0.008541567, 0.026376667, -0.010096916, -0.025643982, -0.004254716, 0.020039583, 0.012642033, 0.0037341237, 0.005472644, -0.013715353, 0.025708253, -0.02545117, -0.0032328127, 0.012172857, -0.024499964, 0.008965753, -0.013599666, -0.00632423, -0.02971874, 0.0023989014, 0.004351122, -0.029153159, -0.017198822, -0.02277751, 0.0013416494, -0.027584955, 0.042624284, 0.018831294, 0.024602797, 0.017173113, 0.02155637, -0.016504698, 0.005961101, 0.015489222, 0.02302174, -0.008670108, -0.0043254136, 0.008985034, -0.005453363, 0.026659457, 0.029410241, 0.008952899, -0.031544026, 0.014833662, -0.0676127, 0.024230028, 0.013117636, -0.02588821, 0.015964825, 0.009454209, -4.6671525e-05, 0.007924569, -0.0053698113, 0.004171164, -0.013278312, 0.018792732, -0.011279495, -0.0049488386, -0.012860553, -0.00470461, 0.0043928977, 0.018124318, -0.013079073, 0.0038530242, -0.0008596197, -0.0025804657, 0.019242628, 0.008020975, -0.029230284, -0.010309009, -0.013072646, 0.014152393, -0.024538526, 0.009434928, 0.005164145, -0.03504035, 0.017982922, 0.015039328, -0.010771758, 0.0022992818, 0.0068512494, 0.0021096834, 0.0011126853, 0.020605164, -0.012076451, -0.017494466, 0.024499964, -0.017738694, 0.005581904, 0.02853616, -0.029590199, 0.014936495, 0.016247615, 0.020168124, 0.002119324, 0.030824194, -0.00043744198, 0.000492072, -0.008213786, -0.0084515875, 0.015502077, -0.012732012, -0.006462412, -0.034911808, 0.002448711, -0.020322373, -0.010431123, -0.020540893, 0.0018445671, 0.003470614, 0.017134551, 0.0015497255, 0.02485988, -0.0033613539, -0.026299542, 0.011980046, 0.007956704, 0.029076034, -0.01085531, 0.00044346735, 0.004061904, 0.015900554, -0.014358059, 0.0015553492, 0.012172857, -0.0013472731, -0.038176756, 0.022507574, 0.011645839, 0.024320006, -0.013252604, -0.016376156, -0.002490487, 0.02015527, 0.0025676116, 0.007307571, 0.016504698, 0.018728461, -0.0020566601, 0.0012203386, -0.023690155, 0.011491588, 0.008721525, 0.0057682893, -0.00042539125, -0.012474929, -0.0038948003, -0.025965335, -0.035785887, -0.0024872734, -0.023625884, -0.03015578, 0.011504443, -0.0032874427, 0.0047142506, 0.025965335, -0.013162625, -0.0025820725, -0.017520174, 0.0109517155, 0.007455393, -0.007326852, -0.0011616916, 0.018304275, 0.0050452445, 0.008432306, 0.028484743, -0.028201953, 0.021543516, 0.0010564484, 0.015065036, -0.020887954, 0.013483978, -0.012899116, -0.016620385, -0.027147915, 0.008020975, 0.0011440172, -0.0011825796, -0.009377085, -0.019538272, 0.031209819, -0.00982698, 0.05311325, 0.0070890505, -0.0066712913, -0.0111381, -0.026428083, -0.009614887, -0.0017112056, -0.0024471043, -0.031081278, -0.03180111, 0.018946981, 0.017892944, 0.01632474, -0.011195944, -0.038896587, -0.014627996, 0.004122961, 0.0105918, -0.020695142, -0.00029182882, 0.03043857, 0.008920764, 0.008483723, 0.0037019884, -0.009107148, -0.015707742, 0.045323648, -0.0060735745, 0.002530656, -0.042032994, -0.016376156, -0.017044572, -0.017147405, -0.0052734055, 0.011195944, -0.004344695, -0.005212348, -0.0023217765, 0.012339961, 0.010193322, -0.018728461, 0.038073923, -0.02214766, 0.004932771, -0.0010275267, 0.006934801, -0.020296665, -0.00048202972, -0.027404997], metadata={'author': 'J.K. Rowling', 'theme': 'Fiction', 'year': 1997}, excluded_embed_metadata_keys=[], excluded_llm_metadata_keys=[], relationships={}, hash='a2656c2bc96ed472bb0ed3ea81075042e9860987f3156428789d07079e019ed0', 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=0.8498219300000001), NodeWithScore(node=TextNode(id_='d04a2c7a-5512-470b-82a1-875748121675', embedding=[0.013188333, -0.013766769, -0.039642125, -0.007294717, -0.010765331, 0.017173113, -0.02822766, -0.05074809, -0.021042205, -0.01610622, 0.025476879, 0.014345204, 0.01700601, 0.0012805923, -0.0103797065, -0.00085801294, 0.021916285, -0.011260214, 0.015424951, -0.014962203, -0.01744305, -0.009261398, -0.006909093, 0.009737001, -0.010116197, -0.0015617764, 0.022520429, -0.041415993, 0.020103853, 0.0037019884, 0.007866725, -0.00535053, -0.026453791, -0.023844404, -0.03432052, 0.008503005, -0.02691654, -0.009344949, 0.00577793, -0.0037951807, 0.03043857, 0.013818186, -0.01881844, -0.015052182, -0.01691603, -0.013856748, 0.011915775, -0.017198822, -0.030284321, 0.004849219, 0.017700132, 0.03252094, -0.028638992, -0.023600176, -0.004685329, 0.0008764907, -0.0014115437, 0.006462412, 0.0075132367, -0.016556114, -0.0100455, -0.0031637219, -0.0058711222, -0.015090744, -0.00502275, -0.011498016, -0.020733705, -0.007320425, -0.0030191129, -0.023497343, 0.017867235, 0.014525163, 0.0153735345, -0.0133297285, 0.0100390725, -0.007294717, -0.020643726, -0.003827316, -0.0033999165, -0.0126548875, 0.02676229, -0.0022671465, -0.009685584, 0.024589943, 0.024718484, 0.014409475, -0.0071918834, 0.018779878, -0.0075903614, -0.004087612, -0.015232139, 0.035528805, 0.0010347571, 0.01155586, -0.013548249, 0.013921019, -0.0010869771, 0.032546647, 0.018072901, -0.010688206, 0.021697765, -0.0027009733, -0.015193577, -0.025502587, -0.03678851, -0.0052926866, 0.008997888, -0.004203299, 0.017275946, -0.007153321, -0.015334972, 0.011112392, 0.024371423, -0.02676229, 0.008290911, -0.015437805, -0.010900299, -0.011877213, -0.020887954, -0.027636372, 0.017327363, 0.027610663, 0.020965079, -0.010643217, 0.03133836, 0.0031589016, -0.01529641, 0.0049231304, -0.002662411, -0.01232068, 0.023535905, 0.009659876, 0.013001949, -0.0067162807, -0.031826816, 0.04177591, -0.01881844, 0.0036409313, -0.023857258, -0.01264846, 0.023227407, 0.022301909, -0.029975822, 0.017391633, -0.010122624, 0.0102640195, 0.010193322, 0.0035927282, 0.010823174, -0.016748926, 0.017314509, -0.00805311, 0.010540384, 0.027764913, 0.01853565, 0.009113575, 0.007821736, 0.011395182, -0.028947491, -0.018561358, 0.018034339, 0.024782754, 0.015977679, -0.0008740806, 0.013548249, 0.019808209, 0.035785887, 0.011491588, 0.010758904, -0.012346388, -0.016016241, 0.0012444401, -0.023818696, 0.004842792, 0.0003689536, 0.0064109955, 0.018689899, 0.013001949, -0.027096499, -0.0017690491, 0.0008588163, 0.012160003, 0.026016751, 0.047431726, -0.008811504, -0.008155943, 0.011658693, -0.004810657, 0.020528039, -0.0014203809, 0.014383767, 0.038022507, 0.0013946727, 0.014627996, -0.6655352, -0.04074758, -0.014756537, -0.010829601, -0.011208798, 0.008914337, 0.0050934474, 0.027996287, -0.008772941, -0.014242372, -0.012333534, -0.006517042, 0.027122207, -0.002358732, -0.025309775, -0.0006511418, -0.022636116, -0.004290065, -0.0003233616, 0.0058357734, 0.012635606, 0.019756792, -0.02822766, -0.026813706, 0.00091344636, 0.017520174, 0.008104526, -0.016903175, 0.021672057, 0.018265713, 0.010084062, 0.02155637, 0.010103343, 0.029770156, 0.029821573, 0.025219796, -0.022237638, 0.020823684, 0.0045182253, 0.04131316, -0.025245504, -0.0019056242, 0.0019345459, 0.0103797065, -0.010174041, -0.0038433836, 0.030361446, -0.010508249, 0.0017963641, 0.0024985208, 0.020091, -0.025554003, 0.0070890505, 0.021582078, 0.013869602, 0.01831713, 0.03779113, 0.0072690086, 0.008310192, 0.00956347, -0.010296155, 0.011755099, -0.012474929, 0.009865542, -0.0016469349, -0.0009254971, -0.022507574, 0.005331249, 0.0047206776, -0.03825388, 0.02133785, 0.015861992, -0.012378523, -0.003319578, 0.0028841447, -0.020836538, 0.03475756, -0.008766514, 0.007146894, 0.009981229, 0.0040843985, -0.0013496833, -0.016299032, -0.020797975, 0.038356714, -0.0018734889, -0.032392398, 0.008895055, 0.013483978, 0.019101232, 0.0017545882, -0.008458015, -0.014036706, 0.01660753, -0.014653704, -0.00573294, -0.0013842287, 0.005289473, 0.009479918, -0.013124063, 0.015450659, 0.0043671895, -0.016183345, -0.027482122, -0.0012307826, 0.017108843, 0.0068448223, 0.0065620313, 0.0423672, -0.0115237245, 0.036428593, -0.020707997, -0.0043800436, 0.0013432562, 0.0028761108, -0.02293176, 0.029744448, 0.009595606, 0.002895392, -0.014653704, 0.013753915, 0.010778185, -0.001481438, -0.0042193667, 0.0025772522, -0.0022960682, -0.008078818, -0.0021305715, -0.01172939, 0.0011375902, 0.029487366, 0.007429685, 0.02660804, -0.0071083317, -0.006529896, -0.006658437, 0.03192965, -0.0052509108, 0.026209563, -0.014872224, -0.018214297, -0.006124991, -0.028433327, 0.0055176336, -0.009884823, -0.048305806, -0.0141266845, 0.0020807616, -0.0019040174, -0.0053216084, -0.03393489, -0.00960846, -0.034269102, -0.010405415, -0.0125392005, -0.0189984, 0.0055304877, -0.0009769136, -0.015977679, -0.007294717, 0.012526346, 0.012391377, -0.00960846, -0.008824358, 0.014743683, -0.0006021355, -0.011048121, 0.01722453, -0.008040256, -0.028201953, -0.009968375, 0.0015208038, -0.0029484152, 0.010662498, -0.0038948003, 0.017982922, -0.00437683, 0.012179284, 0.008290911, -0.01654326, 0.007011926, -0.020862246, -0.015514931, 0.0005021143, 0.04087612, -0.0047335317, 0.026428083, -0.0024535314, 0.010675352, 0.007146894, -0.0074746744, 0.024397131, 0.023844404, -0.0077960277, -0.010803893, 0.017340217, -0.0019843557, -0.0058679087, -0.003573447, 0.04239291, 0.022944614, -0.008503005, 0.021170747, -0.032109607, 0.011735817, -0.03558022, 0.019885333, -0.022481866, 0.0059932363, 0.008985034, 0.002839155, -0.0118579315, -0.019551126, -0.02081083, 0.00616034, 0.024949858, -0.023137428, 0.00028178655, -0.03529743, -0.004351122, 0.003984779, 0.004437887, 0.020528039, 0.006645583, -0.0030480346, 0.018304275, -0.0030400008, -0.0025338696, 0.03059282, -0.025464024, -0.004656407, 0.0003751798, -0.0072754356, 0.011343766, -0.0042932783, 0.00844516, 0.026505208, -0.03853667, 0.033112228, -0.0061699804, -0.009486345, 0.00853514, 0.013368291, -0.02081083, 0.010309009, -0.022944614, 0.014306642, -0.0085672755, -0.013548249, 0.019204065, -0.00551442, -0.0053633843, -0.020515185, -0.004148669, 0.021235017, -0.0029211002, 0.020887954, -0.00067805516, -0.0056397477, 0.032135315, 0.0014179708, 0.008168797, 0.003258521, 0.016813196, 0.010341144, 0.010212603, -0.0054790713, 0.014602288, -0.02015527, -0.013972435, -0.016491843, -0.02133785, 0.0063017355, -0.010386134, 0.00610571, 0.00080498966, 0.0009600425, 0.012950532, 0.0026013537, 0.014473746, -0.004656407, -0.02081083, 0.0016790702, -0.0043254136, -0.007558226, -0.022674678, -0.003313151, 0.0051673586, 0.00805311, -0.0036537854, 0.020322373, 0.015026473, 0.018291421, -0.013471124, -0.0035348847, -0.020707997, 0.023908675, -0.032443814, -0.01389531, -0.007937423, -0.03262377, -0.024602797, -0.0104889665, -0.021903431, 0.04308703, -0.016736072, -0.011388755, -0.01345827, 0.028844658, 0.006645583, 0.01735307, -0.0005824526, -0.016851759, -0.0056333207, -0.0061282045, 0.0156049095, 0.0012291758, 0.0055883313, 0.02420432, -0.0043125595, 0.017095989, -0.031698275, -0.02551544, 0.02838191, 0.09491487, 0.005212348, -0.007455393, 0.015437805, 0.012577763, -0.0005362581, -0.02912745, -0.007140467, 0.011446599, -0.020296665, 0.017211676, 0.000426998, 0.016414719, 0.01906267, -0.007911715, -0.01194791, 0.0074746744, -0.015874846, -0.011170235, -0.014280934, -0.023343094, 0.001437252, 0.016157636, 0.008065964, -0.012314253, -0.04002775, 0.0018542077, 0.01816288, 0.0014734042, -0.011543006, -0.005138437, -0.021530662, -0.014088122, -0.0025901063, 0.0062117563, 0.018278567, 0.035657346, 0.019885333, 0.010193322, -0.014409475, 0.014627996, -0.0053826654, 0.022443304, -0.0026045672, 0.019898187, -0.013753915, -0.01238495, 0.024731338, 0.03205819, 0.0053537437, 0.0054694307, 0.0134454155, -0.013046938, 0.012507065, 0.01660753, 0.013008376, 0.007146894, 0.004553574, -0.012301398, -0.00017915438, -0.0013697678, -0.027893454, -0.005652602, 0.008605838, -0.030361446, -0.029615907, -0.0054919254, -0.012995522, -0.0040715444, 0.01735307, -0.00318943, -0.019371169, -0.001886343, -0.007937423, 0.01074605, -0.0024583517, 0.023625884, 0.0046274853, 0.016363302, 0.024808463, -0.016954591, -0.041415993, -0.0031813963, -0.038510963, 0.0055851177, 0.019204065, -0.01275772, 0.01010977, -0.021479245, 0.007294717, 0.018638482, 0.0046789018, 0.01221142, -0.021299288, 0.010662498, -0.00014149581, 0.0050098957, 0.011864359, 0.009794844, -0.0067548435, -0.0015995353, -0.009306387, 0.006825541, -0.009653449, 0.026839415, 0.015399243, 0.0050516715, 0.045760687, -0.020797975, -0.009370658, 0.022893198, -0.012333534, 0.027353581, -0.009415647, -0.0023844405, 0.03162115, -0.013856748, 0.008342328, 0.019808209, -0.034808975, -0.006934801, -0.034063436, 0.02177489, 0.026350958, -0.004492517, 0.026505208, -0.0014035099, -0.017455904, 0.0025435102, 0.004184018, -0.034371935, 0.047868766, 0.0025692184, -0.0025676116, -0.02333024, -0.0048010163, -0.019988166, -0.017275946, 0.0053280354, -0.009730574, -0.024718484, 0.00026130027, 0.00270258, -0.022289054, -0.02006529, -0.021145038, 0.008085245, -0.016440427, -0.018124318, -0.0033999165, 0.0020904022, 0.00014450849, -0.0097048655, 0.0036441449, 0.00993624, -0.025618274, -0.015489222, -0.012982667, -0.0016694296, 0.018432816, 0.0345776, 0.009460636, 0.0074618203, 0.0035445252, -0.002675265, 0.0044153924, 0.026839415, 0.012410658, -0.014370913, 0.022134805, 0.023715863, -0.00092308695, 0.031235527, -0.001282199, 0.03444906, 0.017970068, 0.0015979286, 0.026582332, 0.0033452862, -0.0140109975, -0.01984677, 0.0037373372, -0.0065941666, 0.017031718, -0.038356714, -0.0183814, 0.0007724526, -0.019808209, 0.0022735735, -0.0146922665, 0.030387154, -0.021967702, -0.002337844, -0.012160003, 0.018689899, -0.031955358, 0.018214297, -0.026505208, -0.0076032155, 0.004993828, 0.03015578, 0.012352815, 0.016491843, 0.004871714, 0.030567111, 0.019255482, 0.0061635533, 0.009679157, 0.027636372, -0.008329473, -0.004245075, -0.02420432, 0.00643349, -0.012262836, -0.01091958, 0.004797803, -0.00577793, 0.026029605, -0.0239858, -0.00010835627, 0.013548249, -0.021903431, 0.02881895, 0.010996705, 0.0073911226, 0.010868164, -0.0011825796, -0.016067658, 0.034243394, 0.007429685, -0.009897677, 0.014499455, 0.020425206, 0.0073911226, -0.019011253, -0.0133297285, -0.0071147587, -0.03971925, -0.0153735345, 0.009916958, 0.020836538, -0.005109515, -0.0062888814, -0.008258776, -0.018021485, 0.013432561, -0.025026985, -0.005013109, -0.0253869, -0.019821063, -0.0023282035, 0.0010797466, -0.0023233832, -0.005466217, -0.015116452, -0.014833662, 0.020553747, -0.018767023, -0.0025836793, -0.00648812, -0.023201698, 0.026659457, -0.009640595, 0.0017963641, 0.028844658, -0.005488712, -0.002888965, 0.004768881, -0.014820808, 0.021941993, -0.011954337, 0.0010034252, 0.0016854972, 0.019165503, -0.0037084154, 0.015424951, -0.005630107, -0.027970579, 0.0048331516, -0.015476367, 0.0021241445, 0.010386134, -0.01822715, 0.00087006367, -0.013689645, -0.021145038, 0.004601777, -0.009209981, 0.00013265859, -0.04555502, -0.020669434, -0.030181488, -0.024602797, 0.013496833, -0.016003387, 0.0017883303, 0.02043806, 0.05943748, -0.0075839343, -0.013368291, -0.0071854563, -0.002744356, -0.001508753, -0.001416364, 0.0039269356, -0.017957214, 0.014499455, -0.011208798, -0.010392561, 0.007172602, 0.0051127286, -0.0036923478, 0.004122961, -0.005948247, -0.009692011, 0.008065964, 0.008348755, 0.017841527, 0.0029998317, 0.006941228, 0.009653449, 0.007044061, 0.021363558, -0.015000765, 0.010225457, 0.017211676, -0.015694888, -0.0044957306, -0.045683563, -0.00805311, -0.02545117, 0.03632576, -0.028150536, -0.01286698, -0.0264795, -0.010321863, -5.4881093e-05, -0.0014460892, 0.0071083317, -0.022764657, -0.0015850745, 0.036942758, 0.014576579, 0.006658437, -0.013702499, -0.010578946, -0.021235017, -0.020990789, -0.033857767, -0.022160513, -0.0012942498, 0.03853667, 0.0064399173, 0.011549433, -0.019294044, -0.009576324, -0.0084515875, -0.020425206, -0.022880344, 0.01210216, 0.035348848, 0.010829601, 0.020605164, 0.0054983525, -0.00993624, -0.016247615, -0.0040426226, 0.012809137, 0.007879579, 0.012995522, 0.043883987, 0.02043806, 0.007429685, -0.01971823, 0.0070697693, 0.009762709, -0.012050743, 0.0030432143, 0.0014468926, 0.0016421146, 0.0020454128, 0.00021952437, 0.00034866817, -0.00084033847, 0.00680626, -0.03192965, -0.013201187, -0.012944105, -0.01269345, -0.0072433, 0.015039328, 0.005302327, -0.009139284, 0.02532263, -0.010553238, 0.0016613958, -0.0074746744, 0.0061024963, 0.02809912, -0.018201442, 0.0010460045, -0.0018927701, -0.0062535326, -0.0042836377, -0.002188415, 0.004871714, -0.026530916, -0.021324996, -0.018934127, -0.018252859, 0.0025081614, -0.018625628, -0.0021787744, -0.013117636, -0.0046114177, -0.015772013, -0.0069990717, -0.02912745, 0.03164686, 0.019859625, -0.010617509, 0.0034063435, -0.026196709, -0.017250238, 0.016183345, -0.039924916, -0.005755435, 0.0058711222, -0.025643982, -0.0011665119, -0.01772584, 0.0032938698, -0.010077635, 0.0040426226, 0.0016967447, 0.01389531, 0.21985698, -0.0018542077, 0.0024808464, 0.021967702, 0.0036023688, 0.019795354, 0.028921783, -0.015617764, -0.029358825, 0.007930996, -0.02255899, 0.027096499, -0.0005450953, 0.0012613111, -0.008766514, -0.009737001, -0.03444906, -0.02324026, -0.0286647, -0.03324077, -0.010116197, -0.01949971, -0.025361191, -0.033909183, 0.011639412, 0.0052926866, -0.015592055, -0.0141266845, 0.046737604, 0.004248289, 0.004919917, -0.00048403817, -0.0022655397, 0.002517802, -0.018767023, -0.0067676976, 0.017018864, -0.00011498418, 0.0071147587, 0.013079073, -0.022314763, 0.013124063, -0.024461402, -6.422042e-05, -0.0072754356, 0.015784867, -0.014885078, -0.009254971, -0.0047335317, 0.027533539, -0.025901064, -0.0175973, 0.04681473, 0.039976332, -0.025116963, 0.01091958, 0.022301909, 0.009846261, -0.011806515, -0.021414975, -0.0019634678, 0.02809912, -0.019692522, -0.011922202, 0.011395182, 0.030284321, -0.016453281, -0.010411842, 0.012725585, -0.02249472, 0.009062159, 0.0036666396, -0.01617049, 0.0030898105, -0.021916285, -0.028279077, 0.011131673, 0.0047496, -0.0050998745, 0.026993666, -0.0044025383, 0.0090235965, 0.002763637, 0.014088122, -0.01757159, -0.046429105, 0.010630363, -0.017584445, 0.0018027911, -0.0013545036, 0.0072111646, 0.0004107295, 0.006462412, -0.0077638924, 0.02183916, 0.013535395, 0.004315773, 0.036222927, -0.0064238496, 0.01074605, -0.015270702, -0.00049528555, -0.0005033194, -0.002805413, -0.015900554, 0.0085672755, -0.009415647, 0.02324026, 0.021646349, -0.0021787744, 0.030695653, -0.0030416076, -0.0049167033, 0.009120002, -0.0031380136, 0.013689645, -0.026068168, -0.01669751, -0.0134454155, -0.027199332, -0.013201187, -0.008432306, 0.0032633413, 0.011819369, -0.0051063015, 0.0060992828, 0.004184018, 0.0024197893, -0.00291628, -0.03306081, 0.012642033, -0.008252349, 0.019204065, -0.009505627, 0.017970068, 0.017314509, 0.018921273, 0.007436112, -0.008676535, -0.00908144, 0.002222157, -0.027919162, -0.0011857931, 0.027584955, 0.00091023283, -0.014229517, 0.009653449, -0.016723217, -0.010643217, -0.032546647, -0.017802965, -0.008695817, -0.005784357, -0.022623261, 0.019011253, -0.013406853, -0.029898698, -0.019396877, -0.008239495, 0.012725585, -0.023034595, 0.020643726, 0.008830785, 0.0010435943, -0.01107383, 0.016029095, -0.16360731, 0.008612265, 0.022546137, -0.017777257, 0.028896075, -0.022379033, 0.02809912, -0.008965753, -0.0025419034, 0.013201187, 0.0011199157, 0.0074618203, -0.026453791, 0.0030673158, -0.010353998, 0.01881844, -0.011800088, 0.0070890505, 0.024448548, 0.009987656, 0.025181234, -0.017147405, 0.0010612687, 0.0063017355, 0.029513074, 0.0027009733, 0.001701565, 0.011388755, 0.0042290073, -0.012821991, -0.0090235965, 0.006741989, -0.008098099, -0.009846261, 0.024461402, -0.0062310374, 0.0010186895, 0.024731338, 0.009557043, 0.031878233, 0.041364577, 0.01536068, 0.041364577, -0.004849219, -0.0175973, 0.017301654, 0.02779062, 0.012031462, 0.005591545, -0.0214921, -0.006118564, -0.0055112066, 0.017712986, -0.019114086, 0.015193577, 0.016401865, 0.00024141655, 0.006658437, -0.0011657085, 0.0014525163, -0.020026729, -0.020309519, 0.017327363, 0.009550616, -0.011446599, 0.005318395, 0.012719158, 0.011221652, -0.027842037, 0.009197127, -0.03560593, -0.035220306, 0.009923385, -0.01102884, -0.010315436, -0.0012219454, -0.0109517155, -0.0092485435, -0.0006953279, 0.0030158993, -0.023253115, 0.02243045, 0.005427655, -0.0070826234, 0.029667323, 0.007056915, -0.0076931943, -0.0102640195, -0.029898698, -0.0051737856, 0.019731084, -0.026685165, -0.036145803, -0.014756537, 0.033163644, 0.008946472, 0.016183345, 0.004547147, 0.024474256, -0.016736072, 0.0043800436, 0.014499455, -0.008393744, -0.016157636, 0.020849392, 0.009100721, -0.0059932363, -0.007011926, 0.024152903, 0.027122207, -0.018689899, 0.005466217, 0.026556624, 0.00989125, -0.008811504, 0.007661059, 0.015489222, -0.03648001, 0.022289054, 0.01464085, 0.047406018, 0.004061904, -0.019589689, 0.009004315, 0.0025274425, 0.004756027, -0.073011436, -0.027893454, -0.00616034, 0.0061410586, -0.0017063853, 0.017892944, -0.013471124, 0.00351239, -0.016646093, 0.026081022, -0.013908165, -0.01921692, -0.009107148, -0.017147405, 0.011909348, 0.003525244, -0.02560542, -0.017430196, -0.030849902, 0.0065523908, 0.002662411, 0.009460636, 0.0046596206, -0.006173194, -0.020669434, 0.001598732, -0.026710873, 0.016658947, 0.02162064, 0.0026656245, 0.011369474, -0.010893872, -0.016234761, -0.021299288, 0.013381145, 0.010424696, 0.012834845, 0.011600849, 0.0140109975, -0.04383257, 0.0052991137, -0.007808882, -0.005366598, -0.013741061, 0.019756792, -0.0076224967, -0.03827959, 0.0053633843, 0.0057361536, -0.0033517133, -0.019705376, 0.0011785626, 0.005893617, -0.017185967, 0.021826306, -0.028613284, 0.01383104, -0.01172939, 0.008541567, 0.026376667, -0.010096916, -0.025643982, -0.004254716, 0.020039583, 0.012642033, 0.0037341237, 0.005472644, -0.013715353, 0.025708253, -0.02545117, -0.0032328127, 0.012172857, -0.024499964, 0.008965753, -0.013599666, -0.00632423, -0.02971874, 0.0023989014, 0.004351122, -0.029153159, -0.017198822, -0.02277751, 0.0013416494, -0.027584955, 0.042624284, 0.018831294, 0.024602797, 0.017173113, 0.02155637, -0.016504698, 0.005961101, 0.015489222, 0.02302174, -0.008670108, -0.0043254136, 0.008985034, -0.005453363, 0.026659457, 0.029410241, 0.008952899, -0.031544026, 0.014833662, -0.0676127, 0.024230028, 0.013117636, -0.02588821, 0.015964825, 0.009454209, -4.6671525e-05, 0.007924569, -0.0053698113, 0.004171164, -0.013278312, 0.018792732, -0.011279495, -0.0049488386, -0.012860553, -0.00470461, 0.0043928977, 0.018124318, -0.013079073, 0.0038530242, -0.0008596197, -0.0025804657, 0.019242628, 0.008020975, -0.029230284, -0.010309009, -0.013072646, 0.014152393, -0.024538526, 0.009434928, 0.005164145, -0.03504035, 0.017982922, 0.015039328, -0.010771758, 0.0022992818, 0.0068512494, 0.0021096834, 0.0011126853, 0.020605164, -0.012076451, -0.017494466, 0.024499964, -0.017738694, 0.005581904, 0.02853616, -0.029590199, 0.014936495, 0.016247615, 0.020168124, 0.002119324, 0.030824194, -0.00043744198, 0.000492072, -0.008213786, -0.0084515875, 0.015502077, -0.012732012, -0.006462412, -0.034911808, 0.002448711, -0.020322373, -0.010431123, -0.020540893, 0.0018445671, 0.003470614, 0.017134551, 0.0015497255, 0.02485988, -0.0033613539, -0.026299542, 0.011980046, 0.007956704, 0.029076034, -0.01085531, 0.00044346735, 0.004061904, 0.015900554, -0.014358059, 0.0015553492, 0.012172857, -0.0013472731, -0.038176756, 0.022507574, 0.011645839, 0.024320006, -0.013252604, -0.016376156, -0.002490487, 0.02015527, 0.0025676116, 0.007307571, 0.016504698, 0.018728461, -0.0020566601, 0.0012203386, -0.023690155, 0.011491588, 0.008721525, 0.0057682893, -0.00042539125, -0.012474929, -0.0038948003, -0.025965335, -0.035785887, -0.0024872734, -0.023625884, -0.03015578, 0.011504443, -0.0032874427, 0.0047142506, 0.025965335, -0.013162625, -0.0025820725, -0.017520174, 0.0109517155, 0.007455393, -0.007326852, -0.0011616916, 0.018304275, 0.0050452445, 0.008432306, 0.028484743, -0.028201953, 0.021543516, 0.0010564484, 0.015065036, -0.020887954, 0.013483978, -0.012899116, -0.016620385, -0.027147915, 0.008020975, 0.0011440172, -0.0011825796, -0.009377085, -0.019538272, 0.031209819, -0.00982698, 0.05311325, 0.0070890505, -0.0066712913, -0.0111381, -0.026428083, -0.009614887, -0.0017112056, -0.0024471043, -0.031081278, -0.03180111, 0.018946981, 0.017892944, 0.01632474, -0.011195944, -0.038896587, -0.014627996, 0.004122961, 0.0105918, -0.020695142, -0.00029182882, 0.03043857, 0.008920764, 0.008483723, 0.0037019884, -0.009107148, -0.015707742, 0.045323648, -0.0060735745, 0.002530656, -0.042032994, -0.016376156, -0.017044572, -0.017147405, -0.0052734055, 0.011195944, -0.004344695, -0.005212348, -0.0023217765, 0.012339961, 0.010193322, -0.018728461, 0.038073923, -0.02214766, 0.004932771, -0.0010275267, 0.006934801, -0.020296665, -0.00048202972, -0.027404997], metadata={'author': 'J.K. Rowling', 'theme': 'Fiction', 'year': 1997}, excluded_embed_metadata_keys=[], excluded_llm_metadata_keys=[], relationships={}, hash='a2656c2bc96ed472bb0ed3ea81075042e9860987f3156428789d07079e019ed0', 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=0.8498219300000001)]