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a6e9232
1
Parent(s):
4fa1abd
progress more (3.4)
Browse files- app.py +34 -15
- requirements.txt +2 -1
app.py
CHANGED
@@ -7,17 +7,17 @@ import io
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from rapidfuzz import fuzz
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import os
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from openpyxl import load_workbook
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from langchain_community.chat_models import ChatOpenAI
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from langchain.prompts import PromptTemplate
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from langchain_core.runnables import RunnablePassthrough
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from transformers import pipeline
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from io import StringIO, BytesIO
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import sys
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import contextlib
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from fpdf import FPDF
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def display_sentiment_results(row, sentiment, impact=None, reasoning=None):
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if sentiment == "Negative":
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@@ -46,7 +46,7 @@ def display_sentiment_results(row, sentiment, impact=None, reasoning=None):
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st.write("---")
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class StreamlitCapture:
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def __init__(self):
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@@ -56,17 +56,36 @@ class StreamlitCapture:
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self.texts.append(str(text))
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def save_streamlit_output_to_pdf(texts):
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clean_text = text.encode('latin-1', errors='replace').decode('latin-1')
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pdf.multi_cell(0, 10, clean_text)
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# Initialize sentiment analyzers
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@@ -139,7 +158,7 @@ def init_langchain_llm():
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llm = ChatOpenAI(
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base_url="https://api.groq.com/openai/v1",
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model="llama-3.1-70b-versatile",
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temperature=0.0
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)
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return llm
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@@ -401,7 +420,7 @@ def main():
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unsafe_allow_html=True
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)
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st.title("::: анализ мониторинга новостей СКАН-ИНТЕРФАКС (v.3.
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if 'processed_df' not in st.session_state:
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st.session_state.processed_df = None
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from rapidfuzz import fuzz
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import os
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from openpyxl import load_workbook
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from langchain.prompts import PromptTemplate
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from langchain_core.runnables import RunnablePassthrough
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from transformers import pipeline
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from io import StringIO, BytesIO
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import sys
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import contextlib
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from langchain_openai import ChatOpenAI # Updated import
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import pdfkit
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from jinja2 import Template
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def display_sentiment_results(row, sentiment, impact=None, reasoning=None):
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if sentiment == "Negative":
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st.write("---")
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class StreamlitCapture:
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def __init__(self):
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self.texts.append(str(text))
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def save_streamlit_output_to_pdf(texts):
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# Create HTML content
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html_content = """
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<html>
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<head>
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<meta charset="UTF-8">
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<style>
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body { font-family: Arial, sans-serif; }
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.content { margin: 20px; }
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</style>
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</head>
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<body>
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<div class="content">
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{% for text in texts %}
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<p>{{ text }}</p>
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{% endfor %}
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</div>
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</body>
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</html>
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"""
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template = Template(html_content)
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rendered_html = template.render(texts=texts)
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try:
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# Convert HTML to PDF
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pdfkit.from_string(rendered_html, 'result.pdf')
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st.success("PDF файл 'result.pdf' успешно создан")
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except Exception as e:
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st.error(f"Ошибка при создании PDF: {str(e)}")
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st.warning("PDF generation requires wkhtmltopdf to be installed")
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# Initialize sentiment analyzers
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llm = ChatOpenAI(
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base_url="https://api.groq.com/openai/v1",
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model="llama-3.1-70b-versatile",
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openai_api_key=groq_api_key, # Updated parameter name
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temperature=0.0
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)
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return llm
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unsafe_allow_html=True
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)
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st.title("::: анализ мониторинга новостей СКАН-ИНТЕРФАКС (v.3.4):::")
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if 'processed_df' not in st.session_state:
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st.session_state.processed_df = None
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requirements.txt
CHANGED
@@ -16,4 +16,5 @@ huggingface_hub
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accelerate>=0.26.0
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openai
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wordcloud
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accelerate>=0.26.0
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openai
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wordcloud
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pdfkit
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Jinja2==3.1.2
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