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conferences-llm-crawler
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Antonio De Lucreziis 9 months ago
parent 1cccf08a4e
commit 4c63bb03b5
1 changed files with 55 additions and 56 deletions
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111
main.py
Unescape Escape View File

@ -9,69 +9,67 @@ import json
OUTPUT_FILE = "results.json"
HTML_EXAMPLE_1 = r"""<p><a href="http://www.crm.sns.it/event/507/" target="_blank" rel="noreferrer noopener">Statistical and Computational Aspects of Dynamics<br></a>Organized by Buddhima Kasun Fernando Akurugodage (Centro di ricerca matematica Ennio De Giorgi &#8211; SNS), Paolo Giulietti, and Tanja Isabelle Schindler (Universität Wien, Austria). Centro De Giorgi &#8211; SNS, Pisa. December 13 &#8211; 16, 2022.</p>"""
OUTPUT_EXAMPLE_1 = json.dumps({
"title": "Statistical and Computational Aspects of Dynamics",
"url": "http://www.crm.sns.it/event/507/",
"description": "Organized by Buddhima Kasun Fernando Akurugodage (Centro di ricerca matematica Ennio De Giorgi – SNS), Paolo Giulietti, and Tanja Isabelle Schindler (Universität Wien, Austria).\n\nLocation: Centro De Giorgi – SNS, Pisa",
"startDate": "2022-12-13",
"endDate": "2022-12-16"
})
HTML_EXAMPLE_2 = r"""<p><em><a href="http://pagine.dm.unipi.it/berselli/meeting2020/" rel="noreferrer noopener" target="_blank">Workshop on Variational problems, PDEs and applications<br/></a></em>Organized by Luigi Berselli, Giuseppe Buttazzo, Matteo Novaga, and Andrea Malchiodi (Scuola Normale Superiore, Pisa). Department of Mathematics, Pisa. January 17 – 18, 2020.</p>"""
OUTPUT_EXAMPLE_2 = json.dumps({
"title": "Workshop on Variational problems, PDEs and applications",
"url": "http://pagine.dm.unipi.it/berselli/meeting2020/",
"description": "Organized by Luigi Berselli, Giuseppe Buttazzo, Matteo Novaga, and Andrea Malchiodi (Scuola Normale Superiore, Pisa).\n\nLocation: Department of Mathematics, Pisa",
"startDate": "2020-01-17",
"endDate": "2020-01-18",
})
HTML_EXAMPLE_3 = r"""<p>Geometric Representation Theory. ICM Satellite Conference<br/>Organized by Tomoyuki Arakawa (RIMS, Kyoto, Japan), Joel Kamnitzer (University of Toronto, Japan), Hiraku Nakajima (Kavli IPMU, Japan), Markus Reineke (Ruhr-Universität Bochum), Francesco Sala, and Vera Serganova (University of California Berkeley, USA). Online. June 27 – July 2, 2022.</p>"""
OUTPUT_EXAMPLE_3 = json.dumps({
"title": "Geometric Representation Theory. ICM Satellite Conference",
"url": None,
"description": "Organized by Tomoyuki Arakawa (RIMS, Kyoto, Japan), Joel Kamnitzer (University of Toronto, Japan), Hiraku Nakajima (Kavli IPMU, Japan), Markus Reineke (Ruhr-Universität Bochum), Francesco Sala, and Vera Serganova (University of California Berkeley, USA).\n\nLocation: Online",
"startDate": "2022-06-27",
"endDate": "2022-07-02",
})
EXAMPLES = [
{
"input": r"""<p><a href="http://www.crm.sns.it/event/507/" target="_blank" rel="noreferrer noopener">Statistical and Computational Aspects of Dynamics<br></a>Organized by Buddhima Kasun Fernando Akurugodage (Centro di ricerca matematica Ennio De Giorgi &#8211; SNS), Paolo Giulietti, and Tanja Isabelle Schindler (Universität Wien, Austria). Centro De Giorgi &#8211; SNS, Pisa. December 13 &#8211; 16, 2022.</p>""",
"output": json.dumps({
"title": "Statistical and Computational Aspects of Dynamics",
"url": "http://www.crm.sns.it/event/507/",
"description": "Organized by Buddhima Kasun Fernando Akurugodage (Centro di ricerca matematica Ennio De Giorgi – SNS), Paolo Giulietti, and Tanja Isabelle Schindler (Universität Wien, Austria).\n\nLocation: Centro De Giorgi – SNS, Pisa",
"startDate": "2022-12-13",
"endDate": "2022-12-16"
}),
},
{
"input": r"""<p><em><a href="http://pagine.dm.unipi.it/berselli/meeting2020/" rel="noreferrer noopener" target="_blank">Workshop on Variational problems, PDEs and applications<br/></a></em>Organized by Luigi Berselli, Giuseppe Buttazzo, Matteo Novaga, and Andrea Malchiodi (Scuola Normale Superiore, Pisa). Department of Mathematics, Pisa. January 17 – 18, 2020.</p>""",
"output": json.dumps({
"title": "Workshop on Variational problems, PDEs and applications",
"url": "http://pagine.dm.unipi.it/berselli/meeting2020/",
"description": "Organized by Luigi Berselli, Giuseppe Buttazzo, Matteo Novaga, and Andrea Malchiodi (Scuola Normale Superiore, Pisa).\n\nLocation: Department of Mathematics, Pisa",
"startDate": "2020-01-17",
"endDate": "2020-01-18",
}),
},
{
"input": r"""<p>Geometric Representation Theory. ICM Satellite Conference<br/>Organized by Tomoyuki Arakawa (RIMS, Kyoto, Japan), Joel Kamnitzer (University of Toronto, Japan), Hiraku Nakajima (Kavli IPMU, Japan), Markus Reineke (Ruhr-Universität Bochum), Francesco Sala, and Vera Serganova (University of California Berkeley, USA). Online. June 27 – July 2, 2022.</p>""",
"output": json.dumps({
"title": "Geometric Representation Theory. ICM Satellite Conference",
"url": None,
"description": "Organized by Tomoyuki Arakawa (RIMS, Kyoto, Japan), Joel Kamnitzer (University of Toronto, Japan), Hiraku Nakajima (Kavli IPMU, Japan), Markus Reineke (Ruhr-Universität Bochum), Francesco Sala, and Vera Serganova (University of California Berkeley, USA).\n\nLocation: Online",
"startDate": "2022-06-27",
"endDate": "2022-07-02",
}),
},
{
"input": r"""<p><a href="https://events.dm.unipi.it/event/109/" rel="noreferrer noopener" target="_blank">Incontri di geometria algebrica ed aritmetica Milano – Pisa<br/></a>Department of Mathematics, Pisa. November 16 – 17, 2022.</p>""",
"output": json.dumps({
"title": "Incontri di geometria algebrica ed aritmetica Milano – Pisa",
"url": "https://events.dm.unipi.it/event/109/",
"description": "Location: Department of Mathematics, Pisa",
"startDate": "2022-11-16",
"endDate": "2022-11-17"
})
}
]
def translate_to_json(conference_html: str) -> str:
def translate_to_json(input_html: str) -> str:
llm_answer = llm.create_chat_completion(
max_tokens=None,
messages=[
{
"role": "system",
"content": "You are an assistant helping a developer converting raw text data to JSON. Be precise in formatting the output and only output valid JSON using the specificied fields, without including any additional fields or comments",
"content": "You are an assistant helping a developer converting raw text data to JSON. Output only valid JSON following the given examples, without including any additional notes or comments",
},
] + (
map(lambda example: ({
"role": "user",
"content": f"INPUT:\n{example["input"]}\n\nOUTPUT JSON:\n{example["output"]}"
}), EXAMPLES)
) + [
{
"role": "user",
"content": f"INPUT:\n{input_html}\n\nOUTPUT JSON:\n"
},
# Example 1
{ "role": "user", "content": "INPUT:" },
{ "role": "user", "content": HTML_EXAMPLE_1 },
{ "role": "user", "content": "OUTPUT JSON:" },
{ "role": "user", "content": OUTPUT_EXAMPLE_1 },
# Example 2
{ "role": "user", "content": "INPUT:" },
{ "role": "user", "content": HTML_EXAMPLE_2 },
{ "role": "user", "content": "OUTPUT JSON:" },
{ "role": "user", "content": OUTPUT_EXAMPLE_2 },
# Example 3
{ "role": "user", "content": "INPUT:" },
{ "role": "user", "content": HTML_EXAMPLE_3 },
{ "role": "user", "content": "OUTPUT JSON:" },
{ "role": "user", "content": OUTPUT_EXAMPLE_3 },
# Actual item to process
{ "role": "user", "content": "INPUT:" },
{ "role": "user", "content": conference_html },
{ "role": "user", "content": "OUTPUT JSON:" },
],
)
@ -119,6 +117,7 @@ llm = Llama(
model_path="./mistral-7b-instruct-v0.2.Q4_K_M.gguf",
chat_format="llama-2",
verbose=False,
echo=True,
n_ctx=0,
)

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