update - remove shields

docs/docs/index.md

@@ -1,24 +1,3 @@
-
-<!-- PROJECT SHIELDS -->
-<!--
-*** I'm using markdown "reference style" links for readability.
-*** Reference links are enclosed in brackets [ ] instead of parentheses ( ).
-*** See the bottom of this document for the declaration of the reference variables
-*** for contributors-url, forks-url, etc. This is an optional, concise syntax you may use.
-*** https://www.markdownguide.org/basic-syntax/#reference-style-links
--->
-[![Contributors][contributors-shield]][contributors-url]
-[![Forks][forks-shield]][forks-url]
-[![Stargazers][stars-shield]][stars-url]
-[![Issues][issues-shield]][issues-url]
-[![MIT License][license-shield]][license-url]
-[![LinkedIn][linkedin-shield]][linkedin-url]
-
-# Infinity ♾️
-[![codecov][codecov-shield]][codecov-url]
-[![ci][ci-shield]][ci-url]
-[![Downloads][pepa-shield]][pepa-url]
-
 Infinity is a high-throughput, low-latency REST API for serving vector embeddings, supporting all sentence-transformer models and frameworks. Infinity is developed under [MIT Licence](https://github.com/michaelfeil/infinity/blob/main/LICENSE). Infinity powers inference behind [Gradient.ai](https://gradient.ai).
 
 ## Why Infinity:
@@ -29,10 +8,6 @@ Infinity provides the following features:
 - **Correct and tested implementation**: Unit and end-to-end tested. Embeddings via infinity are identical to [SentenceTransformers](https://github.com/UKPLab/sentence-transformers/) (up to numerical precision). Lets API users create embeddings till infinity and beyond.
 - **Easy to use**: The API is built on top of [FastAPI](https://fastapi.tiangolo.com/), [Swagger](https://swagger.io/) makes it fully documented. API are aligned to [OpenAI's Embedding specs](https://platform.openai.com/docs/guides/embeddings/what-are-embeddings). See below on how to get started.
 
-# Infinity demo:
-In this gif below, we use [sentence-transformers/all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2), deployed at batch-size=2. After initialization, from a second terminal 3 requests  (payload 1,1,and 5 sentences) are sent via cURL.
-![](docs/demo_v0_0_1.gif)
-
 # Getting started
 
 Install via pip