diff --git a/README.md b/README.md
index 90f24558c..b74421fa9 100644
--- a/README.md
+++ b/README.md
@@ -45,35 +45,41 @@ The key features are:
## Opinions
-"*[...] I'm using **FastAPI** a ton these days. [...] I'm actually planning to use it for all of my team's **ML services at Microsoft**. Some of them are getting integrated into the core **Windows** product and some **Office** products.*"
+"_[...] I'm using **FastAPI** a ton these days. [...] I'm actually planning to use it for all of my team's **ML services at Microsoft**. Some of them are getting integrated into the core **Windows** product and some **Office** products._"
Kabir Khan -
Microsoft (ref)
---
-"*I’m over the moon excited about **FastAPI**. It’s so fun!*"
+"_We adopted the **FastAPI** library to spawn a **REST** server that can be queried to obtain **predictions**. [for Ludwig]_"
-
+Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala -
Uber (ref)
---
-"*Honestly, what you've built looks super solid and polished. In many ways, it's what I wanted **Hug** to be - it's really inspiring to see someone build that.*"
+"_**Netflix** is pleased to announce the open-source release of our **crisis management** orchestration framework: **Dispatch**! [built with **FastAPI**]_"
-
+Kevin Glisson, Marc Vilanova, Forest Monsen -
Netflix (ref)
---
-"*If you're looking to learn one **modern framework** for building REST APIs, check out **FastAPI** [...] It's fast, easy to use and easy to learn [...]*"
+"_I’m over the moon excited about **FastAPI**. It’s so fun!_"
-"*We've switched over to **FastAPI** for our **APIs** [...] I think you'll like it [...]*"
+
-
+---
+
+"_Honestly, what you've built looks super solid and polished. In many ways, it's what I wanted **Hug** to be - it's really inspiring to see someone build that._"
+
+
---
-"*We adopted the **FastAPI** library to spawn a **REST** server that can be queried to obtain **predictions**. [for Ludwig]*"
+"_If you're looking to learn one **modern framework** for building REST APIs, check out **FastAPI** [...] It's fast, easy to use and easy to learn [...]_"
-Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala -
Uber (ref)
+"_We've switched over to **FastAPI** for our **APIs** [...] I think you'll like it [...]_"
+
+
---
diff --git a/docs/en/docs/external-links.md b/docs/en/docs/external-links.md
index 6b63ee349..34ba30e0a 100644
--- a/docs/en/docs/external-links.md
+++ b/docs/en/docs/external-links.md
@@ -61,6 +61,23 @@ Here's an incomplete list of some of them.
* Apache Kafka producer and consumer with FastAPI and aiokafka by Benjamin Ramser.
+* Real-time Notifications with Python and Postgres by Guillermo Cruz.
+
+* Microservice in Python using FastAPI by Paurakh Sharma Humagain.
+
+* Build simple API service with Python FastAPI — Part 1 by cuongld2.
+
+* FastAPI + Zeit.co = 🚀
+ by Paul Sec.
+
+* Build a web API from scratch with FastAPI - the workshop by Sebastián Ramírez (tiangolo).
+
+* Build a Secure Twilio Webhook with Python and FastAPI by Twilio.
+
+* Using FastAPI with Django by Stavros Korokithakis.
+
+* Introducing Dispatch by Netflix.
+
### Japanese
* FastAPI|DB接続してCRUDするPython製APIサーバーを構築 by @mtitg.
@@ -110,11 +127,16 @@ Here's an incomplete list of some of them.
## Podcasts
* FastAPI on PythonBytes by Python Bytes FM.
+* Build The Next Generation Of Python Web Applications With FastAPI - Episode 259 - interview to Sebastían Ramírez (tiangolo) by Podcast.`__init__`.
## Talks
* PyCon UK 2019: FastAPI from the ground up by Chris Withers.
+* PyConBY 2020: Serve ML models easily with FastAPI by Sebastián Ramírez (tiangolo).
+
+* [VIRTUAL] Py.Amsterdam's flying Software Circus: Intro to FastAPI by Sebastián Ramírez (tiangolo).
+
## Projects
Latest GitHub projects with the topic `fastapi`:
diff --git a/docs/en/docs/index.md b/docs/en/docs/index.md
index 90f24558c..b74421fa9 100644
--- a/docs/en/docs/index.md
+++ b/docs/en/docs/index.md
@@ -45,35 +45,41 @@ The key features are:
## Opinions
-"*[...] I'm using **FastAPI** a ton these days. [...] I'm actually planning to use it for all of my team's **ML services at Microsoft**. Some of them are getting integrated into the core **Windows** product and some **Office** products.*"
+"_[...] I'm using **FastAPI** a ton these days. [...] I'm actually planning to use it for all of my team's **ML services at Microsoft**. Some of them are getting integrated into the core **Windows** product and some **Office** products._"
Kabir Khan -
Microsoft (ref)
---
-"*I’m over the moon excited about **FastAPI**. It’s so fun!*"
+"_We adopted the **FastAPI** library to spawn a **REST** server that can be queried to obtain **predictions**. [for Ludwig]_"
-
+Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala -
Uber (ref)
---
-"*Honestly, what you've built looks super solid and polished. In many ways, it's what I wanted **Hug** to be - it's really inspiring to see someone build that.*"
+"_**Netflix** is pleased to announce the open-source release of our **crisis management** orchestration framework: **Dispatch**! [built with **FastAPI**]_"
-
+Kevin Glisson, Marc Vilanova, Forest Monsen -
Netflix (ref)
---
-"*If you're looking to learn one **modern framework** for building REST APIs, check out **FastAPI** [...] It's fast, easy to use and easy to learn [...]*"
+"_I’m over the moon excited about **FastAPI**. It’s so fun!_"
-"*We've switched over to **FastAPI** for our **APIs** [...] I think you'll like it [...]*"
+
-
+---
+
+"_Honestly, what you've built looks super solid and polished. In many ways, it's what I wanted **Hug** to be - it's really inspiring to see someone build that._"
+
+
---
-"*We adopted the **FastAPI** library to spawn a **REST** server that can be queried to obtain **predictions**. [for Ludwig]*"
+"_If you're looking to learn one **modern framework** for building REST APIs, check out **FastAPI** [...] It's fast, easy to use and easy to learn [...]_"
-Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala -
Uber (ref)
+"_We've switched over to **FastAPI** for our **APIs** [...] I think you'll like it [...]_"
+
+
---
diff --git a/docs/es/docs/index.md b/docs/es/docs/index.md
index 0a3fbe34b..e795f9578 100644
--- a/docs/es/docs/index.md
+++ b/docs/es/docs/index.md
@@ -44,35 +44,41 @@ Sus características principales son:
## Opiniones
-"*[...] I'm using **FastAPI** a ton these days. [...] I'm actually planning to use it for all of my team's **ML services at Microsoft**. Some of them are getting integrated into the core **Windows** product and some **Office** products.*"
+"_[...] I'm using **FastAPI** a ton these days. [...] I'm actually planning to use it for all of my team's **ML services at Microsoft**. Some of them are getting integrated into the core **Windows** product and some **Office** products._"
Kabir Khan -
Microsoft (ref)
---
-"*I’m over the moon excited about **FastAPI**. It’s so fun!*"
+"_We adopted the **FastAPI** library to spawn a **REST** server that can be queried to obtain **predictions**. [for Ludwig]_"
-
+Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala -
Uber (ref)
---
-"*Honestly, what you've built looks super solid and polished. In many ways, it's what I wanted **Hug** to be - it's really inspiring to see someone build that.*"
+"_**Netflix** is pleased to announce the open-source release of our **crisis management** orchestration framework: **Dispatch**! [built with **FastAPI**]_"
-
+Kevin Glisson, Marc Vilanova, Forest Monsen -
Netflix (ref)
---
-"*If you're looking to learn one **modern framework** for building REST APIs, check out **FastAPI** [...] It's fast, easy to use and easy to learn [...]*"
+"_I’m over the moon excited about **FastAPI**. It’s so fun!_"
-"*We've switched over to **FastAPI** for our **APIs** [...] I think you'll like it [...]*"
+
-
+---
+
+"_Honestly, what you've built looks super solid and polished. In many ways, it's what I wanted **Hug** to be - it's really inspiring to see someone build that._"
+
+
---
-"*We adopted the **FastAPI** library to spawn a **REST** server that can be queried to obtain **predictions**. [for Ludwig]*"
+"_If you're looking to learn one **modern framework** for building REST APIs, check out **FastAPI** [...] It's fast, easy to use and easy to learn [...]_"
-Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala -
Uber (ref)
+"_We've switched over to **FastAPI** for our **APIs** [...] I think you'll like it [...]_"
+
+
---