walaa2022 commited on
Commit
e6971e0
·
verified ·
1 Parent(s): 7324cf1

Upload 2 files

Browse files
Files changed (2) hide show
  1. fixed-readme.md +103 -0
  2. hf-yaml.json +11 -0
fixed-readme.md ADDED
@@ -0,0 +1,103 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ title: StartupFinancePilot
3
+ emoji: 💰
4
+ colorFrom: blue
5
+ colorTo: indigo
6
+ sdk: streamlit
7
+ sdk_version: 1.24.0
8
+ app_file: app.py
9
+ pinned: false
10
+ license: mit
11
+ ---
12
+
13
+ # StartupFinancePilot
14
+
15
+ StartupFinancePilot is an AI-powered financial assistant for startups that helps founders make better financial decisions and monitor investor fund usage. The application provides four main features:
16
+
17
+ 1. **Financial Dashboard**: Visualize your startup's financial health, runway, and key metrics
18
+ 2. **Decision Simulator**: Simulate the impact of business decisions on your startup's runway
19
+ 3. **Fund Monitoring**: Detect suspicious transactions and monitor spending patterns
20
+ 4. **Financial Advisory**: Get AI-powered financial advice through a conversational interface
21
+
22
+ ## How to Use
23
+
24
+ This application is deployed on Hugging Face Spaces and can be accessed directly through the web interface. No installation is required.
25
+
26
+ ### API Key Setup
27
+
28
+ To enable all AI features, you need to add your Google API key to the secrets:
29
+
30
+ 1. Go to the Hugging Face Space settings
31
+ 2. Click on "Repository secrets"
32
+ 3. Add a new secret named `GOOGLE_API_KEY` with your Google API key
33
+
34
+ ## Features
35
+
36
+ ### Financial Dashboard
37
+
38
+ - View key financial metrics including cash balance, burn rate, and runway
39
+ - Interactive charts showing runway projections, revenue vs. expenses, and burn rate trends
40
+ - AI-powered financial analysis providing insights and recommendations
41
+
42
+ ### Decision Simulator
43
+
44
+ - Simulate hiring decisions, marketing budget changes, and other expenses
45
+ - Visualize the impact on runway and financial health
46
+ - Get AI analysis of your decisions with specific recommendations
47
+
48
+ ### Fund Monitoring
49
+
50
+ - Automatically detect suspicious transactions that might concern investors
51
+ - Track spending patterns across different categories
52
+ - Receive AI analysis of spending anomalies and recommendations
53
+
54
+ ### Financial Advisory
55
+
56
+ - Ask financial questions through a conversational interface
57
+ - Get strategic guidance on fundraising, spending, and financial planning
58
+ - In the full version, receive voice-generated responses (text-only in this demo)
59
+
60
+ ## Data Privacy
61
+
62
+ This application uses sample data for demonstration purposes. In a production environment, your financial data would remain private and secure.
63
+
64
+ ## Technologies Used
65
+
66
+ - Streamlit for the web interface
67
+ - Google's Gemini Pro API for AI capabilities
68
+ - Plotly for interactive data visualizations
69
+ - Pandas for data processing and analysis
70
+ - Scikit-learn principles for fraud detection algorithms
71
+
72
+ ## Extending This Application
73
+
74
+ This demo version can be extended with:
75
+
76
+ 1. **Real Data Integration**: Connect to your actual financial systems and bank accounts
77
+ 2. **Voice Capabilities**: Implement ElevenLabs for voice-based interactions
78
+ 3. **Enhanced Fraud Detection**: Implement more sophisticated anomaly detection algorithms
79
+ 4. **Custom Financial Models**: Tailor financial models to your specific business needs
80
+ 5. **Team Collaboration**: Add multi-user support for your finance team
81
+
82
+ ## Hackathon Notes
83
+
84
+ This application was developed for a fintech hackathon to showcase how generative AI can be applied to startup financial management. The key innovations are:
85
+
86
+ 1. Using generative AI for financial planning and decision analysis
87
+ 2. AI-powered detection of suspicious spending patterns
88
+ 3. Conversational financial advisory capabilities
89
+ 4. Visual simulation of financial decisions
90
+
91
+ ## For Production Use
92
+
93
+ To adapt this for production use, you would need to:
94
+
95
+ 1. Implement proper authentication and security measures
96
+ 2. Integrate with your actual financial data sources
97
+ 3. Set up a proper database for storing financial information
98
+ 4. Add more sophisticated financial modeling capabilities
99
+ 5. Implement the voice generation capabilities using ElevenLabs
100
+
101
+ ## Credits
102
+
103
+ Developed for a fintech hackathon to demonstrate how AI can help startups make better financial decisions.
hf-yaml.json ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "title": "StartupFinancePilot",
3
+ "emoji": "💰",
4
+ "colorFrom": "blue",
5
+ "colorTo": "indigo",
6
+ "sdk": "streamlit",
7
+ "sdk_version": "1.24.0",
8
+ "app_file": "app.py",
9
+ "pinned": false,
10
+ "license": "mit"
11
+ }