Create app.py
Browse files
app.py
CHANGED
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import os
|
2 |
+
import requests
|
3 |
+
import gradio as gr
|
4 |
+
from datetime import datetime
|
5 |
+
from llama_cpp import Llama # GPT4ALLμ©
|
6 |
+
|
7 |
+
# βββββββββββββββββββββββββ λͺ¨λΈ λ‘λ© βββββββββββββββββββββββββ
|
8 |
+
llm = Llama(model_path="./ggjt-model.bin")
|
9 |
+
|
10 |
+
# βββββββββββββββββββββββββ NEIS API νΈμΆ ν¨μ βββββββββββββββββββββββββ
|
11 |
+
def get_school_info(region_code, school_name, api_key):
|
12 |
+
url = f"https://open.neis.go.kr/hub/schoolInfo?KEY={api_key}&Type=json&pIndex=1&pSize=1&SCHUL_NM={school_name}&ATPT_OFCDC_SC_CODE={region_code}"
|
13 |
+
res = requests.get(url)
|
14 |
+
data = res.json()
|
15 |
+
school = data.get("schoolInfo", [{}])[1].get("row", [{}])[0]
|
16 |
+
return school.get("SD_SCHUL_CODE"), school.get("ATPT_OFCDC_SC_CODE")
|
17 |
+
|
18 |
+
def get_schedule(region_code, school_code, year, month, api_key):
|
19 |
+
from_ymd = f"{year}{month:02}01"
|
20 |
+
to_ymd = f"{year}{month:02}31"
|
21 |
+
url = f"https://open.neis.go.kr/hub/SchoolSchedule?KEY={api_key}&Type=json&pIndex=1&pSize=100&ATPT_OFCDC_SC_CODE={region_code}&SD_SCHUL_CODE={school_code}&AA_FROM_YMD={from_ymd}&AA_TO_YMD={to_ymd}"
|
22 |
+
res = requests.get(url)
|
23 |
+
data = res.json()
|
24 |
+
return data.get("SchoolSchedule", [{}])[1].get("row", [])
|
25 |
+
|
26 |
+
# βββββββββββββββββββββββββ GPT4ALL μλ΅ μμ± βββββββββββββββββββββββββ
|
27 |
+
def generate_gpt_answer(user_question, events):
|
28 |
+
context = "\n".join([f"{e['EVENT_NM']} : {e['AA_YMD']}" for e in events])
|
29 |
+
prompt = f"""
|
30 |
+
### Instruction:
|
31 |
+
λ€μμ μ리μ΄λ±νκ΅μ 2024λ
7μ νμ¬μΌμ μ
λλ€:
|
32 |
+
|
33 |
+
{context}
|
34 |
+
|
35 |
+
μ§λ¬Έ: "{user_question}"
|
36 |
+
|
37 |
+
μ νμ¬μΌμ μ λ³΄λ§ μ°Έκ³ ν΄μ μ§λ¬Έμ ν΄λΉνλ λ μ§λ₯Ό μ°Ύμ, μμ°μ€λ½κ³ κ°κ²°ν νκ΅μ΄ λ¬Έμ₯μΌλ‘ λ΅ν΄μ£ΌμΈμ. μ: "2024λ
7μ 24μΌμ
λλ€."
|
38 |
+
### Response:
|
39 |
+
"""
|
40 |
+
|
41 |
+
result = ""
|
42 |
+
for output in llm(prompt, stop=["###"], stream=True):
|
43 |
+
result += output["choices"][0]["text"]
|
44 |
+
return result.strip()
|
45 |
+
|
46 |
+
# βββββββββββββββββββββββββ μ 체 μ²λ¦¬ ν¨μ βββββββββββββββββββββββββ
|
47 |
+
def answer_question(user_question):
|
48 |
+
api_key = os.environ.get("NEIS_API_KEY", "a69e08342c8947b4a52cd72789a5ecaf")
|
49 |
+
school_name = "μ리μ΄λ±νκ΅"
|
50 |
+
region_code = "R10"
|
51 |
+
year = 2024
|
52 |
+
month = 7
|
53 |
+
|
54 |
+
school_code, region_code = get_school_info(region_code, school_name, api_key)
|
55 |
+
events = get_schedule(region_code, school_code, year, month, api_key)
|
56 |
+
|
57 |
+
if not events:
|
58 |
+
return "νμ¬μΌμ μ 보λ₯Ό λΆλ¬μ€μ§ λͺ»νμ΅λλ€."
|
59 |
+
|
60 |
+
return generate_gpt_answer(user_question, events)
|
61 |
+
|
62 |
+
# βββββββββββββββββββββββββ Gradio μΈν°νμ΄μ€ βββββββββββββββββββββββββ
|
63 |
+
description = "π
μ리μ΄λ±νκ΅ 2024λ
7μ νμ¬μΌμ κΈ°λ° GPT μ±λ΄μ
λλ€. μ: 'μ¬λ¦λ°©νμ μΈμ μΌ?'"
|
64 |
+
|
65 |
+
gr.Interface(fn=answer_question,
|
66 |
+
inputs=gr.Textbox(lines=2, placeholder="μ: μ¬λ¦λ°©νμμ μΈμ μΌ?", label="μ§λ¬Έ μ
λ ₯"),
|
67 |
+
outputs=gr.Textbox(label="λ΅λ³"),
|
68 |
+
title="π GPT4ALL νμ¬μΌμ Q&A",
|
69 |
+
description=description).launch()
|