epstein-files-nov11-25-house-post-ocr-embeddings

source_file stringlengths 35 37	chunk_index int64 0 1.34k	text stringlengths 20 200	embedding listlengths 768 768
IMAGES-005-HOUSE_OVERSIGHT_020367.txt	0	215 The final choice he was made to board a non-stop flight to Moscow on June 23, 2013. To remain in Hong Kong once a criminal complaint was leveled against him would have meant that, at the very min	[ 0.22999942302703857, 1.1186084747314453, -3.209807872772217, 0.48525381088256836, 1.2553473711013794, 1.595158338546753, -0.7965195775032043, 0.6689214706420898, 0.5957488417625427, -0.7274281978607178, -1.9309543371200562, 0.1397627294063568, 1.0080870389938354, -0.3757014870643616, 0.7...
IMAGES-005-HOUSE_OVERSIGHT_020367.txt	1	s words. Snowden chose, if he had any choice left at all, the Russian option. Just as he believed Chinese intelligence could protect him in Hong Kong from the United States, he could assume that the	[ -0.3418843448162079, 0.7814182043075562, -3.1555187702178955, 0.11702384054660797, 1.8801038265228271, 1.4617170095443726, -0.5830545425415039, 0.500346839427948, 1.1460517644882202, -0.23059679567813873, -2.0055530071258545, 0.09321638196706772, 1.5766102075576782, 0.382752925157547, 0....
IMAGES-005-HOUSE_OVERSIGHT_020367.txt	2	two years. He arranged the encrypted channel with Poitras in February 2013, three months before he would induce her to come to Hong Kong. He made contact with a foreign diplomatic mission at least a m	[ -0.5461599826812744, 0.6522860527038574, -3.38236665725708, -0.008028708398342133, 0.9697141051292419, -0.01223079115152359, -1.2252393960952759, 1.3671241998672485, 0.47711074352264404, 0.013064643368124962, -2.201575756072998, 0.14099496603012085, 0.6389597654342651, -0.929882287979126, ...
IMAGES-001-HOUSE_OVERSIGHT_011104.txt	0	What matters is return. I don’t have to specify “risk-adjusted” return so long as \| describe the collective scale alone. Collective return is implicitly average-risk return. I prioritize it on the rea	[ 0.7110942006111145, 1.9268872737884521, -2.9136464595794678, -0.3480263352394104, 1.458167314529419, 0.8940658569335938, 1.1081799268722534, -0.2657274901866913, 0.5593603849411011, 0.2566305696964264, -0.09823765605688095, -0.15286315977573395, 0.7752513885498047, -0.20093491673469543, ...
IMAGES-001-HOUSE_OVERSIGHT_011104.txt	1	these I question. I] don’t think much of his view that intended saving (consumption foregone) becomes actual saving only if invested, and becomes an equal amount of physical capital growth if it is.	[ 1.1518794298171997, 1.3771673440933228, -2.001049041748047, -0.7601935267448425, 0.7774235010147095, 0.7698922753334045, 1.0537360906600952, -0.9310204386711121, 0.07950965315103531, -0.01793643832206726, -0.3809681534767151, -0.5819741487503052, 1.4810205698013306, 0.602142333984375, 0....
TEXT-001-HOUSE_OVERSIGHT_031683.txt	0	From: J [jeevacation@gmail.com] Sent: 5/30/2019 9:34:38 PM To: Michael Wolff Subject: Re: maybe as a favor to trump. in exchange for yemen and iran support. . smells doesnt it? On Thu, May 30, 20	[ 0.8116377592086792, 0.5621843934059143, -2.8499605655670166, -0.06472941488027573, 0.5627599954605103, -0.10908408463001251, -0.5118680000305176, 0.6468113660812378, 0.9614778757095337, -0.39261114597320557, -1.2125415802001953, 0.23519675433635712, 1.7875601053237915, 0.4732949435710907, ...
IMAGES-005-HOUSE_OVERSIGHT_018820.txt	0	Area Analysis 10 At the national level, the U.S. Virgin Islands elects a delegate to Congress from its at-large congressional district. However, the elected delegate, while able to vote in committee,	[ -0.20535357296466827, 0.19320562481880188, -2.6823208332061768, 1.002611517906189, 0.4490337669849396, 0.37161001563072205, 0.35019925236701965, 0.03595128282904625, 1.8047127723693848, 0.19076664745807648, -0.8412180542945862, 0.37599632143974304, 1.1008110046386719, -0.43153494596481323,...
IMAGES-005-HOUSE_OVERSIGHT_018820.txt	1	46,784 2.3% . Civilian employment 47,301 48,640 49,547 49,589 48,863 47,272 46,124 44,659 41,207 40,687 ~3B.3% t Unemployment rate (percent) 7.1% 6.2% 5.9% 58% 76% 8.1% 8.9% 11.7% 13.4% 13.0% 14.2% G	[ -0.22823207080364227, -0.40004992485046387, -3.4117953777313232, -1.1014882326126099, 0.03127820044755936, 0.9139818549156189, 0.4043383300304413, 0.36266806721687317, 0.6922834515571594, -0.9058765172958374, 0.2330743670463562, -0.49821197986602783, 1.0499091148376465, -0.6654193997383118...
IMAGES-009-HOUSE_OVERSIGHT_027193.txt	0	Time: 03/01/17 04:45:15 AM (510065115) Flags: 1060865 Is Read: Yes Is Invitation: No GUID: D79S5CSCB-2EC2-4082-BCS5D-23939C85878B Message: So they will rally Sender: e:jeeitunes@gmail.com Time:	[ -0.05191260576248169, -0.03588489070534706, -2.0877509117126465, -0.7828691005706787, 0.6489430069923401, 0.19458308815956116, 1.032076120376587, 0.879280686378479, 0.6647712588310242, -0.7418326139450073, -0.4704391658306122, -0.5569201111793518, 1.0061243772506714, 0.11444808542728424, ...
IMAGES-003-HOUSE_OVERSIGHT_014855.txt	0	Case 9:0€-ase8D T5é6cK AWK 3B RU BenDs6edmémieieh bh ALB De/dk4i 04/BAGH15 oP&ébe 9 of 10 id. at 10). Petitioners do not contend that Jane Doe 3 and Jane Doe 4’s “participation in this case” can only	[ 1.3705133199691772, 0.6467118859291077, -2.4386584758758545, -0.8322138786315918, 0.453061044216156, 1.010207176208496, -0.1122484877705574, 0.6197589039802551, 0.9564988613128662, 1.0472170114517212, -0.46834200620651245, -0.21625402569770813, 0.49639999866485596, 0.2840476930141449, -0...
IMAGES-003-HOUSE_OVERSIGHT_014855.txt	1	and non- cumulative. ° The Government contends that Jane Doe 4 is not a true “victim” in this case because she was not known at the time the Government negotiated the non-prosecution agreement, and a	[ 1.8723527193069458, 0.027832048013806343, -3.014230489730835, -0.47651103138923645, 0.6646924614906311, 0.7418082356452942, 0.3433559834957123, 0.5153940320014954, 0.7062058448791504, 0.8046047687530518, -1.2983171939849854, -0.2652527987957001, 0.8923083543777466, 0.5567376017570496, 0....
IMAGES-004-HOUSE_OVERSIGHT_017182.txt	0	4.2.12 WC: 191694 defended the right of skinny dippers to an isolated section of the Cape Cod National Seashore. (In 197_, a federal district court recognized a limited right to nude sunbathing in ar	[ 0.869648277759552, 1.8552476167678833, -2.79484486579895, -0.7747362852096558, 0.4067549705505371, 1.3445460796356201, -0.10239262878894806, 0.28276345133781433, 0.6368610858917236, 0.33362334966659546, -0.1275711953639984, -0.2067490965127945, 1.5477267503738403, 0.7064804434776306, -0....

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Epstein Files Document Embeddings

Text embeddings generated from the House Oversight Committee's Epstein document release.

Source Dataset

This dataset is derived from: tensonaut/EPSTEIN_FILES_20K

The source dataset contains OCR'd text from the original House Oversight Committee PDF release.

Dataset Structure

Field	Type	Description
source_file	string	Source document filename
chunk_index	int	Position of chunk within document
text	string	Original document chunk text
embedding	list[float]	768-dimensional embedding vector

Usage

from datasets import load_dataset
import numpy as np

# Load the dataset
dataset = load_dataset("BoxesBlue/epstein-files-nov11-25-house-post-ocr-embeddings")

# Semantic search example
def search(query_embedding, top_k=5):
    similarities = []
    for item in dataset['train']:
        emb = np.array(item['embedding'])
        sim = np.dot(query_embedding, emb)
        similarities.append((sim, item['text'], item['source_file']))
    return sorted(similarities, reverse=True)[:top_k]