Resolve merge conflicts with Hugging Face dataset

.gitattributes

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+<<<<<<< HEAD
+=======
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+>>>>>>> 0d2d42071b65c9b49ea7e471b711fe3cdf9fb532
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+# Audio files - uncompressed
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+# Audio files - compressed
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+>>>>>>> 0d2d42071b65c9b49ea7e471b711fe3cdf9fb532

README.md

@@ -42,3 +42,43 @@ Status Law Assistant — это интеллектуальный чат-бот,
 - `src/`: директория с исходным кодом
   - `knowledge_base/`: модуль для работы с базой знаний
   - `models/`: модуль для работы с моделями
+# Status Law Knowledge Base Dataset
+
+This dataset serves as a storage for the Status Law Assistant chatbot, containing vector embeddings and chat history.
+
+## 📁 Structure
+
+```
+status-law-knowledge-base/
+├── vector_store/
+│   ├── index.faiss     # FAISS vector store for document embeddings
+│   └── index.pkl       # Metadata and configuration for the vector store
+│
+└── chat_history/
+    └── logs.json       # Chat history logs
+```
+
+## 🔍 Description
+
+- `vector_store/`: Contains FAISS embeddings of legal documents from status.law website
+  - `index.faiss`: Vector embeddings for semantic search
+  - `index.pkl`: Metadata and configuration information
+
+- `chat_history/`: Stores conversation logs
+  - `logs.json`: JSON file containing chat history and metadata
+
+## 🚀 Usage
+
+This dataset is used by the Status Law Assistant chatbot to:
+1. Store and retrieve document embeddings for context-aware responses
+2. Maintain chat history for conversation continuity
+3. Track user interactions and improve response quality
+
+## 🔗 Related Links
+
+- [Status Law Website](https://status.law)
+- [Status Law Assistant Repository](https://huggingface.co/spaces/Rulga/status-law-assistant)
+
+## 📝 License
+
+Private dataset for Status Law Assistant usage only.