docs: readme examples (#180)

Author: plaggy

README.md

@@ -39,6 +39,7 @@ length of 512 tokens:
     - [gRPC](#grpc)
 - [Local Install](#local-install)
 - [Docker Build](#docker-build)
+- [Examples](#examples)
 
 Text Embeddings Inference (TEI) is a toolkit for deploying and serving open source text embeddings and sequence
 classification models. TEI enables high-performance extraction for the most popular models, including FlagEmbedding,
@@ -453,3 +454,7 @@ runtime_compute_cap=90
 
 docker build . -f Dockerfile-cuda --build-arg CUDA_COMPUTE_CAP=$runtime_compute_cap
 ```
+
+## Examples
+- [Set up an Inference Endpoint with TEI](https://huggingface.co/learn/cookbook/automatic_embedding_tei_inference_endpoints)
+- [RAG containers with TEI](https://github.com/plaggy/rag-containers)

docs/source/en/_toctree.yml

@@ -19,6 +19,8 @@
 #    title: Using TEI CLI
   - local: custom_container
     title: Build custom container for TEI
+  - local: examples
+    title: Example uses
   title: Tutorials
 - sections:
   - local: cli_arguments

docs/source/en/examples.md

@@ -0,0 +1,20 @@
+<!--Copyright 2023 The HuggingFace Team. All rights reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
+an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
+specific language governing permissions and limitations under the License.
+
+⚠️ Note that this file is in Markdown but contain specific syntax for our doc-builder (similar to MDX) that may not be
+rendered properly in your Markdown viewer.
+
+-->
+
+# Example uses
+
+- [Set up an Inference Endpoint with TEI](https://huggingface.co/learn/cookbook/automatic_embedding_tei_inference_endpoints)
+- [RAG containers with TEI](https://github.com/plaggy/rag-containers)