remove api key

app.py

@@ -1,6 +1,4 @@
 import gradio as gr
-import time
-import re
 
 from ez_cite import ez_cite
 
@@ -52,4 +50,4 @@ iface = gr.Interface(
     ]
 )
 
-iface.launch(share=True)
+iface.launch()

ez_cite.py

@@ -2,7 +2,6 @@ import os
 TOGETHER_API_KEY = os.environ.get("TOGETHER_API_KEY")
 SEMANTIC_SCHOLAR_API_KEY = os.environ.get("SEMANTIC_SCHOLAR_API_KEY")
 import re
-import sys
 import time
 import json
 import shutil
@@ -13,7 +12,7 @@ import spacy
 #!python -m spacy download en_core_web_lg
 from openai import OpenAI, APIError
 
-import chromadb
+
 
 
 from llama_index import (
@@ -23,7 +22,6 @@ from llama_index import (
     load_index_from_storage
 )
 from llama_index.embeddings import HuggingFaceEmbedding, TogetherEmbedding
-from llama_index.vector_stores import ChromaVectorStore
 from llama_index.storage.storage_context import StorageContext
 
 

intro.bib

@@ -0,0 +1,53 @@
+
+%citationCount: 6
+%tldr: Two potential areas of intersection between Quantum Information Technologies and Information Fusion are discussed, including quantum (Data Fusion) and (Quantum Data) Fusion, which refers to the use of quantum computers to perform data fusion algorithms with classical data generated by quantum and classical sensors.
+%url: https://www.semanticscholar.org/paper/02ed7bbf8a8ce4cc785248ad6187323f423286d4
+@Inproceedings{Lanzagorta2017DataFI,
+ author = {M. Lanzagorta and O. Jitrik and J. Uhlmann and S. Venegas-Andraca},
+ booktitle = {Defense + Security},
+ title = {Data fusion in entangled networks of quantum sensors},
+ volume = {10200},
+ year = {2017}
+}
+
+%citationCount: 1
+%tldr: This work introduces a quantum generalization of the MIPT entanglement transitions, and provides a unified framework to understand both as a spontaneous symmetry breaking of the information exchange symmetry and in a class of quantum-enhanced experiments obeying this symmetry.
+%url: https://www.semanticscholar.org/paper/d1bee6a30796ac03194e9c4bd203f4315ee9e35b
+@Inproceedings{Kelly2023InformationES,
+ author = {S. Kelly and Jamir Marino},
+ title = {Information exchange symmetry breaking in quantum-enhanced experiments},
+ year = {2023}
+}
+
+%citationCount: 6
+%tldr: A protocol for encoding N real numbers stored in N memory registers into the amplitudes of the quantum superposition that describes the state of log2N qubits, which is one of the main steps in quantum machine learning algorithms applied to classical data.
+%url: https://www.semanticscholar.org/paper/d777803524bc5fdcec9b067f17c6879074eedcf9
+@Article{Ashhab2021QuantumSP,
+ author = {S. Ashhab},
+ booktitle = {Physical Review Research},
+ journal = {Physical Review Research},
+ title = {Quantum state preparation protocol for encoding classical data into the amplitudes of a quantum information processing register's wave function},
+ year = {2021}
+}
+
+%citationCount: 2
+%tldr: This work describes how optomechanical transduction of phase information from coherent optical pulses to superconducting qubit states followed by the execution of trained short-depth variational quantum circuits can perform joint detection of communication codewords with error probabilities that surpass all classical, individual pulse detection receivers.
+%url: https://www.semanticscholar.org/paper/2278e543683e0e0c94ef4785ec0e06789e996158
+@Inproceedings{Crossman2023QuantumCR,
+ author = {John Crossman and Spencer Dimitroff and Lukasz Cincio and Mohan Sarovar},
+ title = {Quantum computer-enabled receivers for optical communication},
+ year = {2023}
+}
+
+%citationCount: 6
+%tldr: By combining the storage into the Cu nuclear spin with quantum error correction, information can be protected for times much longer than the processor coherence, it is demonstrated by realistic simulations that microwave pulses allow us to rapidly implement gates on the processor and to swap information between the processors and the quantum memory.
+%url: https://www.semanticscholar.org/paper/486338961cc0988b56edcd8997568fcf94dffa4b
+@Article{Lockyer2021TargetingMQ,
+ author = {Selena J Lockyer and A. Chiesa and G. Timco and E. McInnes and Tom S Bennett and Inigo J Vitorica-Yrezebal and S. Carretta and R. Winpenny},
+ booktitle = {Chemical Science},
+ journal = {Chemical Science},
+ pages = {9104 - 9113},
+ title = {Targeting molecular quantum memory with embedded error correction†},
+ volume = {12},
+ year = {2021}
+}