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--- |
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title: AI Financial Assistant (Single Container) |
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emoji: ⚙️ |
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colorFrom: red |
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colorTo: green |
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sdk: docker |
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app_port: 8501 |
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pinned: false |
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--- |
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# AI Financial Assistant - Morning Market Brief (Single Container) |
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This application provides a voice-interactive morning market brief. It uses several AI agents for: |
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- Speech-to-Text (STT) |
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- Natural Language Understanding (NLU - simulated) |
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- Financial Data API Fetching |
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- Web Scraping for Earnings |
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- Document Retrieval (FAISS) |
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- Data Analysis |
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- Language Generation (LLM) |
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- Text-to-Speech (TTS) |
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All services run within a single Docker container managed by Supervisord. |
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## How to Use |
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1. The application will start automatically once the Space is built. |
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2. Access the public URL provided by Hugging Face Spaces. |
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3. Use the Streamlit interface to record your query or upload an audio file. |
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4. Click "Generate Market Brief". |
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## Environment Variables (Secrets) |
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The following secrets **must be set in your Hugging Face Space settings** for the application to function correctly: |
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- `FMP_API_KEY` |
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- `ALPHAVANTAGE_API_KEY` |
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- `GOOGLE_API_KEY` |
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- `GEMINI_MODEL_NAME` (Optional): Defaults to `gemini-1.5-flash-latest` if not set. |
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- `WHISPER_MODEL_SIZE` (Optional): Defaults to `small` if not set. |
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The `FAISS_INDEX_PATH` is configured internally to `/app/faiss_index_store`. Note that in this single-container setup on HF Spaces, this path might be ephemeral unless specific persistent storage is configured for the Space. |
