feat: solution for 'Повторный экзамен #2: Сравнительный обзор 3 сущностей (Tavily)'

2026-06-29 17:31:11 +03:00
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-# Entity Comparison Tool
+# Повторный экзамен #2: Сравнительный обзор 3 сущностей (Tavily)

-This project demonstrates how to integrate the Qdrant vector database with the Tavily search API to generate a markdown table comparing three entities. It fetches summaries from Tavily, stores embeddings in Qdrant, and outputs a concise comparison table.
+Главная
+Мои задания
+Повторный экзамен #2: Сравнительный обзор 3 сущностей (Tavily)
+5Д
+EN
+Повторный экзамен #2: Сравнительный обзор 3 сущностей (Tavily)
+Зачёт
+Версия 9
+Дедлайн сдачи: 31.08.2026

-## Features
+В работе

- **Qdrant Integration**: Stores and retrieves vector embeddings for entities.
- **Tavily Search**: Retrieves up-to-date summaries and URLs for each entity.
- **Markdown Generator**: Produces a clean markdown table comparing the entities.
+Требуется доработка

-## Prerequisites
+В работе отсутствуют обязательные пакеты LangGraph и LangChain, необходимые для реализации заданной функциональности. Пожалуйста, добавьте их в requirements.txt и убедитесь, что все импорты работают без ошибок.

- Python 3.9+
- A running Qdrant instance (default: `localhost:6333`)
- A Tavily API key
+Редактирование ответа

-## Setup
-
-```bash
-# Clone the repository
-git clone https://github.com/yourusername/entity-comparison-tool.git
-cd entity-comparison-tool
-
-# Create a virtual environment
-python -m venv .venv
-source .venv/bin/activate  # On Windows: .venv\Scripts\activate
-
-# Install dependencies
-pip install -r requirements.txt
-```
-
-## Configuration
-
-Create a `.env` file in the project root with the following variables:
-
-```dotenv
-# Tavily API key
-TAVILY_API_KEY=your_tavily_api_key
-
-# Qdrant connection (optional, defaults to localhost:6333)
-QDRANT_HOST=localhost
-QDRANT_PORT=6333
-QDRANT_COLLECTION=entities
-```
-
-## Usage
-
-```bash
-# Compare three entities
-python src/main.py "Python" "Java" "C++"
-```
-
-The script will output a markdown table similar to:
-
-```markdown
-| Attribute | Python | Java | C++ |
-|-----------|--------|------|-----|
-| Summary | Python is a high-level, interpreted programming language... | Java is a class-based, object-oriented programming language... | C++ is a general-purpose programming language that supports procedural, object-oriented, and generic programming... |
-| URL | https://www.python.org/ | https://www.oracle.com/java/ | https://isocpp.org/ |
-```
-
-## Project Structure
-
-```
-entity-comparison-tool/
-├── src/
-│   ├── main.py
-│   ├── qdrant_client.py
-│   └── markdown_generator.py
-├── requirements.txt
-└── README.md
-```
-
-## Extending the Tool
-
- **Custom Attributes**: Modify `markdown_generator.py` to extract additional attributes from the Tavily response.
- **Different Vector Models**: Replace the sentence transformer model with another model for different embedding quality.
- **Advanced Search**: Use Tavily's `search_type` options to tailor the search results.
-
-## License
-
-MIT License
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