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| title: Insurance Advisor Agents PoC | |
| emoji: 🤖 | |
| colorFrom: red | |
| colorTo: indigo | |
| sdk: gradio | |
| python: 3.11 | |
| app_file: app_gui.py | |
| pinned: false | |
| # Insurance Advisor Agent(s) | |
| Welcome to the Insurance Advisor Agent(s) project! This project aims to set up a modular, multi-agent system to handle inquiries for an insurance company. The system utilizes various approaches to provide reliable answers regarding insurance products. | |
| ## Features | |
| ### Vectorstore Search | |
| - **Multi-index (chunks + summaries)** | |
| - **Metadata Filtering** | |
| - **Re-ranking** [DONE] | |
| - **Hybrid Search (BM25 + Vectorstore)** [DONE] | |
| - **HyDE/HyQE** | |
| ### ReAct Agent | |
| - **Usage of ReAct Agent instead of Chain** [DONE] | |
| - **Added Tools (Google Search Engine)** [DONE] | |
| - **Query Re-writing** | |
| - **Additional Enhancements** | |
| ### Corrective RAG | |
| - Implementation of Corrective Retrieval-Augmented Generation | |
| ### Workflow for Agents | |
| - Determination of the customer's funnel stage | |
| - Custom prompts for each step | |
| - Following a structured "script" | |
| ## Getting Started | |
| To get started with this project, follow these steps: | |
| 1. **Clone the Repository**: | |
| ```sh | |
| git clone https://github.com/your-username/insurance-advisor-agent.git | |
| cd insurance-advisor-agent | |
| 2. **Install Dependencies**: | |
| ```sh | |
| pip install -r requirements.txt | |
| 3. **Run the Application**: | |
| ```sh | |
| python main.py | |
| ## Contributing | |
| We welcome contributions! Please read our Contributing Guide to get started. | |
| License | |
| This project is licensed under the MIT License. See the LICENSE file for details. | |
| Contact | |
| If you have any questions or suggestions, feel free to open an issue or start a discussion. |