# VIRS

{% hint style="info" %}
GitHub: <https://github.com/lucaspar/virs>

GitBook: <https://virs.lucaspar.com>
{% endhint %}

## Getting started

**Shell 1 - run containers**

```bash
docker-compose up
```

**Shell 2 - run interactive shell**

```bash
docker-compose run web bash

# run migrations
./manage.py makemigrations
./manage.py migrate
```

**Access localhost:8000**

## **Implemented Features**

* Upload of custom collection
* Inverted Index visualization
* Vector Space Model representation
* Search by cosine similarity
* PageRank scores by iteration step
* PageRank visual representation

{% content-ref url="/pages/-LTcsce5a-HY4nMRCES3" %}
[Gallery](/virs.md)
{% endcontent-ref %}

{% content-ref url="/pages/-LTctj7Zfgdupmzjz0yq" %}
[Tasks](/other-tasks.md)
{% endcontent-ref %}


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://virs.lucaspar.com/master.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.