File size: 3,953 Bytes
8cc9c3b 361f46f 8cc9c3b 361f46f 8cc9c3b 8390adf 2292c22 8390adf 832a301 2292c22 8390adf 361f46f |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 |
---
title: LeadGenAI
emoji: 📊
colorFrom: blue
colorTo: purple
sdk_version: 1.26.0
app_file: app.py
pinned: false
license: apache-2.0
sdk: streamlit
thumbnail: >-
https://cdn-uploads.huggingface.co/production/uploads/66743e7056cf3c354860fabb/yZH3E8P6M0y3KJDlagO_p.png
short_description: LinkedIn Lead Generation and Business Optimization App
---
# LeadGenAI - LinkedIn Lead Generation and Business Optimization App
LeadGenAI is a Streamlit-based application that empowers users to generate leads from LinkedIn and optimize their business strategies using the power of IBM Watsonx AI. This application offers two core functionalities: lead generation based on specific criteria and AI-powered business plan generation.
## Features
**Lead Generation:**
* **Targeted Search:** Filter LinkedIn profiles based on criteria like country, industry, and company.
* **Data Extraction:** Extract key information such as name, location, company, position, and about section.
* **Data Export:** Download leads as CSV and PDF files for easy access and sharing.
* **Session History:** Access and download previous lead generation sessions.
**Business Optimization:**
* **AI-Powered Business Plans:** Generate comprehensive business plans based on user-provided requirements.
* **Detailed Insights:** Receive detailed business plans including concept, target audience, revenue model, key differentiators, and potential challenges.
* **Lead Targeting:** Get specific lead suggestions with links to Twitter, LinkedIn, and company websites.
* **Session History:** Review and download past business plan generation sessions.
## Installation
1. **Clone the Repository:**
```bash
git clone https://huggingface.co/spaces/mmfarabi/LeadGenAI
```
2. **Create a Virtual Environment (Recommended):**
```bash
python3 -m venv .venv
source .venv/bin/activate # On Windows: .venv\Scripts\activate
```
3. **Install Dependencies:**
```bash
pip install -r requirements.txt
```
`requirements.txt` should contain the following:
```bash
streamlit==1.26.0
pandas==2.0.3
fpdf==1.7.2
ibm-watsonx-ai
```
4. **IBM Watsonx Credentials:**
You will need an IBM Watsonx account and API key. Store these credentials securely. The app currently stores credentials directly in the `get_credentials()` function, but this should be updated to a more secure method such as environment variables or a secrets management tool. Update the placeholder values in the `get_credentials()` function with your actual credentials:
```python
def get_credentials():
return {
"url": "YOUR_WATSONX_URL",
"apikey": "YOUR_WATSONX_API_KEY"
}
```
5. **Data Files:**
Ensure the `LinkedIn_profiles_info_modified.json` and `LinkedIn_company_info_modified.json` files are present in the same directory as the application. These files contain the LinkedIn data. The format is expected to be JSON. If the files do not start with `[`, the app will attempt to convert them to a valid JSON array.
## Usage
1. **Run the App:**
```bash
streamlit run app.py
```
2. **Lead Generation:**
- Enter your lead search criteria in the text area.
- Select the desired number of leads.
- Click "Generate Leads".
3. **Business Optimization:**
- Enter your business idea requirements in the text area.
- Click "Generate Idea & Leads".
- Download the generated business plan as a PDF.
4. **Accessing Past Sessions:**
Use the tabs to navigate to "Lead Sessions" or "Plan Sessions" to view and download data from previous runs.
## Technologies Used
* **Streamlit:** For building the interactive web application.
* **Pandas:** For data manipulation and analysis.
* **FPDF:** For generating PDF reports.
* **IBM Watsonx AI:** For generating business plans and ideas.
* **SQLite:** For storing session data.
* **JSON:** For data storage and exchange.
## License
Apache License Version 2.0 |