Spaces:
Sleeping
Sleeping
Commit Β·
c2bc8dc
1
Parent(s): 6cd62e1
commit
Browse files- .streamlit/config.toml +9 -0
- README.md +45 -2
- app.py +276 -0
- requirements.txt +3 -0
.streamlit/config.toml
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[theme]
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primaryColor = "#ff6b6b"
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backgroundColor = "#ffffff"
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secondaryBackgroundColor = "#f0f2f6"
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textColor = "#262730"
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[server]
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headless = true
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port = 7860
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README.md
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-
# BLUF Email Formatter HF Space
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# BLUF Email Formatter (HF Space Demo)
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A Streamlit-based Hugging Face Space that transforms draft emails into clear, actionable communication using the **Bottom Line Up Front (BLUF)** methodology.
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## Features
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- **Bring Your Own Key**: Use your OpenAI API key for processing
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- **Easy Copy**: One-click copying for subject lines and formatted emails
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- **BLUF Tags Reference**: Built-in guide to all BLUF communication tags
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- **Clean UI**: Intuitive interface with side-by-side input/output
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## BLUF Tags
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- **ACTION:** Recipient must take an action
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- **SIGN:** Recipient needs to sign a document
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- **INFO:** Informational only; no action required
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- **DECISION:** Recipient must make a decision
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- **REQUEST:** Sender is asking for permission or approval
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- **COORD:** Coordination with or by the recipient is needed
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## How It Works
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1. Enter your OpenAI API key in the sidebar
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2. Paste your draft email text
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3. Click "Format Email"
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4. Copy the formatted subject line and email body
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5. Use the BLUF summary for reference
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## Output Format
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UI generates:
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- **Subject Line**: BLUF tag + concise summary
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- **Formatted Email**: Structured with BLUF methodology
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- **BLUF Summary**: Two-sentence plain language summary
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## π§ Local Development
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```bash
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pip install -r requirements.txt
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streamlit run app.py
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```
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## About BLUF
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Bottom Line Up Front (BLUF) is a communication technique that puts the most important information at the beginning of a message. It helps recipients quickly understand the purpose and required actions.
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app.py
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import streamlit as st
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import openai
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import json
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from typing import Dict, Any
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import pyperclip
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# Page configuration
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st.set_page_config(
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page_title="BLUF Email Formatter",
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page_icon="π§",
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layout="wide",
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initial_sidebar_state="expanded"
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)
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# Load BLUF tags from JSON
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@st.cache_data
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def load_bluf_tags():
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bluf_tags = [
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{
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"prefix": "ACTION:",
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"example": "ACTION: Submit Timesheets by Friday",
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"description": "Recipient must take an action."
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},
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{
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"prefix": "SIGN:",
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"example": "SIGN: Approval Needed on Contract Addendum",
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"description": "Recipient needs to sign a document."
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},
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{
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"prefix": "INFO:",
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"example": "INFO: New Parking Policy Effective October 1",
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"description": "Informational only; no action required."
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},
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{
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"prefix": "DECISION:",
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"example": "DECISION: Choose Office Supply Vendor by Friday",
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"description": "Recipient must make a decision."
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},
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{
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"prefix": "REQUEST:",
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"example": "REQUEST: Vacation Days Approval for Oct 5β12",
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"description": "Sender is asking for permission or approval."
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},
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{
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"prefix": "COORD:",
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"example": "COORD: Schedule Product Launch Strategy Meeting",
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"description": "Coordination with or by the recipient is needed."
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}
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]
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return bluf_tags
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def get_system_prompt():
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return """1. **Input**:
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The user will provide the **draft body text** of an email.
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2. **Output**:
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You must respond **only in JSON**. The output should always be a JSON array with a single object containing four fields:
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* `"subject"` β A concise subject line for the email. It must:
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* Begin with the most appropriate **BLUF tag** from the list below.
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* Follow with a clear subject summary.
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* `"bluf_tag"` β The BLUF tag used (e.g., `"ACTION:"`, `"INFO:"`).
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* `"bluf_summary"` β A two-sentence summary of the email, written in plain language.
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* `"email"` β The rewritten email body. It must contain:
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1. `Bottom Line Up Front` on its own line.
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2. An empty line.
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3. `Purpose: {BLUF tag}` on its own line.
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4. One empty line.
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5. The **BLUF summary**.
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6. One empty line.
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7. The **original email text** (verbatim).
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3. **BLUF Tags** (choose the most fitting):
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```json
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[
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{
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"prefix": "ACTION:",
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"example": "ACTION: Submit Timesheets by Friday",
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"description": "Recipient must take an action."
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},
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{
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"prefix": "SIGN:",
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"example": "SIGN: Approval Needed on Contract Addendum",
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"description": "Recipient needs to sign a document."
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},
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{
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"prefix": "INFO:",
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"example": "INFO: New Parking Policy Effective October 1",
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"description": "Informational only; no action required."
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},
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{
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"prefix": "DECISION:",
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"example": "DECISION: Choose Office Supply Vendor by Friday",
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"description": "Recipient must make a decision."
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},
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{
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"prefix": "REQUEST:",
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"example": "REQUEST: Vacation Days Approval for Oct 5β12",
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"description": "Sender is asking for permission or approval."
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},
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{
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"prefix": "COORD:",
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"example": "COORD: Schedule Product Launch Strategy Meeting",
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"description": "Coordination with or by the recipient is needed."
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}
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]
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```
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4. **Constraints**:
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* Respond **only in JSON**.
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* Never include extra commentary, markdown, or explanations outside the JSON.
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* Always return an **array** with one object."""
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def format_email_with_openai(email_text: str, api_key: str) -> Dict[str, Any]:
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"""Format email using OpenAI API"""
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client = openai.OpenAI(api_key=api_key)
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try:
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response = client.chat.completions.create(
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model="gpt-4",
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messages=[
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{"role": "system", "content": get_system_prompt()},
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{"role": "user", "content": email_text}
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],
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temperature=0.3,
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max_tokens=1000
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)
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result = response.choices[0].message.content.strip()
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# Parse JSON response
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parsed_result = json.loads(result)
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if isinstance(parsed_result, list) and len(parsed_result) > 0:
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return parsed_result[0]
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else:
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return parsed_result
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except json.JSONDecodeError as e:
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st.error(f"Failed to parse AI response as JSON: {e}")
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return None
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except Exception as e:
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st.error(f"Error calling OpenAI API: {e}")
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return None
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def copy_to_clipboard_js(text: str, button_id: str):
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"""Generate JavaScript for copying text to clipboard"""
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return f"""
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<script>
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function copyToClipboard_{button_id}() {{
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navigator.clipboard.writeText(`{text}`).then(function() {{
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console.log('Copied to clipboard');
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}}, function(err) {{
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console.error('Could not copy text: ', err);
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}});
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}}
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</script>
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<button onclick="copyToClipboard_{button_id}()" style="
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background-color: #ff6b6b;
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color: white;
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border: none;
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padding: 8px 16px;
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border-radius: 4px;
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cursor: pointer;
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font-size: 14px;
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margin-left: 10px;
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">π Copy</button>
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"""
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# Main app
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def main():
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st.title("π§ BLUF Email Formatter")
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st.markdown("Transform your emails into clear, actionable communication using the **Bottom Line Up Front** methodology.")
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# Sidebar for API key and BLUF info
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with st.sidebar:
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st.header("π Configuration")
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api_key = st.text_input(
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"OpenAI API Key",
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type="password",
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help="Enter your OpenAI API key to use the formatter"
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)
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st.header("π BLUF Tags Reference")
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| 189 |
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bluf_tags = load_bluf_tags()
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| 190 |
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| 191 |
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for tag in bluf_tags:
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with st.expander(f"{tag['prefix']} - {tag['description']}"):
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| 193 |
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st.write(f"**Example:** {tag['example']}")
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st.write(f"**Use when:** {tag['description']}")
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| 195 |
+
|
| 196 |
+
# Main content area
|
| 197 |
+
col1, col2 = st.columns([1, 1])
|
| 198 |
+
|
| 199 |
+
with col1:
|
| 200 |
+
st.header("π Input Email")
|
| 201 |
+
email_input = st.text_area(
|
| 202 |
+
"Paste your draft email text here:",
|
| 203 |
+
height=300,
|
| 204 |
+
placeholder="Hi team, just reminding everyone that timesheets for this week are due on Friday. Please make sure to submit them by then so payroll can be processed."
|
| 205 |
+
)
|
| 206 |
+
|
| 207 |
+
format_button = st.button("π Format Email", type="primary", disabled=not api_key or not email_input)
|
| 208 |
+
|
| 209 |
+
with col2:
|
| 210 |
+
st.header("β¨ Formatted Output")
|
| 211 |
+
|
| 212 |
+
if format_button and api_key and email_input:
|
| 213 |
+
with st.spinner("Formatting your email..."):
|
| 214 |
+
result = format_email_with_openai(email_input, api_key)
|
| 215 |
+
|
| 216 |
+
if result:
|
| 217 |
+
# Store result in session state
|
| 218 |
+
st.session_state.formatted_result = result
|
| 219 |
+
|
| 220 |
+
# Display results if available
|
| 221 |
+
if hasattr(st.session_state, 'formatted_result') and st.session_state.formatted_result:
|
| 222 |
+
result = st.session_state.formatted_result
|
| 223 |
+
|
| 224 |
+
# Subject line with copy button
|
| 225 |
+
st.subheader("π¬ Subject Line")
|
| 226 |
+
subject_container = st.container()
|
| 227 |
+
with subject_container:
|
| 228 |
+
col_subject, col_copy_subject = st.columns([4, 1])
|
| 229 |
+
with col_subject:
|
| 230 |
+
st.code(result.get('subject', ''), language=None)
|
| 231 |
+
with col_copy_subject:
|
| 232 |
+
if st.button("π", key="copy_subject", help="Copy subject line"):
|
| 233 |
+
try:
|
| 234 |
+
pyperclip.copy(result.get('subject', ''))
|
| 235 |
+
st.success("Copied!")
|
| 236 |
+
except:
|
| 237 |
+
st.info("Copy manually from above")
|
| 238 |
+
|
| 239 |
+
# Formatted email with copy button
|
| 240 |
+
st.subheader("π§ Formatted Email")
|
| 241 |
+
email_container = st.container()
|
| 242 |
+
with email_container:
|
| 243 |
+
col_email, col_copy_email = st.columns([4, 1])
|
| 244 |
+
with col_email:
|
| 245 |
+
st.text_area(
|
| 246 |
+
"Formatted email body:",
|
| 247 |
+
value=result.get('email', ''),
|
| 248 |
+
height=200,
|
| 249 |
+
key="formatted_email_display"
|
| 250 |
+
)
|
| 251 |
+
with col_copy_email:
|
| 252 |
+
if st.button("π", key="copy_email", help="Copy formatted email"):
|
| 253 |
+
try:
|
| 254 |
+
pyperclip.copy(result.get('email', ''))
|
| 255 |
+
st.success("Copied!")
|
| 256 |
+
except:
|
| 257 |
+
st.info("Copy manually from above")
|
| 258 |
+
|
| 259 |
+
# BLUF Summary (display only)
|
| 260 |
+
st.subheader("π‘ BLUF Summary")
|
| 261 |
+
st.info(f"**Tag:** {result.get('bluf_tag', '')}")
|
| 262 |
+
st.write(result.get('bluf_summary', ''))
|
| 263 |
+
|
| 264 |
+
# Footer
|
| 265 |
+
st.markdown("---")
|
| 266 |
+
st.markdown(
|
| 267 |
+
"""
|
| 268 |
+
<div style='text-align: center; color: #666;'>
|
| 269 |
+
<p>Built with β€οΈ using Streamlit β’ Learn more about <a href='https://en.wikipedia.org/wiki/BLUF_(communication)' target='_blank'>BLUF Communication</a></p>
|
| 270 |
+
</div>
|
| 271 |
+
""",
|
| 272 |
+
unsafe_allow_html=True
|
| 273 |
+
)
|
| 274 |
+
|
| 275 |
+
if __name__ == "__main__":
|
| 276 |
+
main()
|
requirements.txt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
streamlit>=1.28.0
|
| 2 |
+
openai>=1.0.0
|
| 3 |
+
pyperclip>=1.8.2
|