Feat/router (#46)

* Remove collection centroids.

* Remove unused code, add docstring and comments.

* Update router prompt.

* Remove router development notebook.

* Add README for router.

* Update router prompt.

* Update router test.

* Add global utils.

router/README.md

@@ -0,0 +1,40 @@
+# Router Module
+
+This directory contains scripts and utilities for routing user queries to the appropriate legal documents.
+
+## Overview
+
+- `query_router.py`: Main script for routing semantic queries to the appropriate collections using OpenAI's API.
+- `router_prompt.py`: Contains the prompt template used to determine relevant laws based on user queries.
+
+## Setup
+
+Refer to the main README for details on setting up the environment and dependencies using Poetry.
+
+### Environment Configuration
+
+Before running the scripts, ensure you have set the necessary environment variables in your `.env` file:
+```yaml
+OPENAI_API_KEY=
+```
+
+## Scripts
+
+- `query_router.py` - This script routes a semantic query to the appropriate collections using OpenAI's API.
+- `router_prompt.py` - This script contains the prompt template used to determine relevant laws based on user queries.
+
+## Usage
+
+To route a query and get the relevant laws, use the **semantic_query_router** function from `query_router.py`. Make sure to format your query and prompt correctly and provide the required API key in the .env file.
+
+```python
+from openai import OpenAI
+from router.query_router import semantic_query_router
+from router.router_prompt import ROUTER_PROMPT
+
+client = OpenAI(api_key='YOUR_OPENAI_API_KEY')
+
+query = "What are the conditions for terminating an employment contract?"
+response = semantic_query_router(client, query, ROUTER_PROMP)
+print(response)
+```