Polish readme (#386)

* Getting started rewrite

* packages updated

* test fix

* polishing

* wip

* fixed links in README

* bump version

* bump version

* bump version

README.md

@@ -68,19 +68,19 @@ Currently, the only supported runtime is [**AutoGen**](https://github.com/micros
 
 FastAgency currently supports workflows defined using AutoGen and provides options for different types of applications:
 
-- **Console**: Use the [**`ConsoleUI`**](https://fastagency.ai/0.3/api/fastagency/ui/console/ConsoleUI.md) interface for command-line based interaction. This is ideal for developing and testing workflows in a text-based environment.
+- **Console**: Use the [**`ConsoleUI`**](https://fastagency.ai/0.3/api/fastagency/ui/console/ConsoleUI/) interface for command-line based interaction. This is ideal for developing and testing workflows in a text-based environment.
 
-- [**Mesop**](https://google.github.io/mesop/): Utilize [**`MesopUI`**](https://fastagency.ai/0.3/api/fastagency/ui/mesop/MesopUI.md) for web-based applications. This interface is suitable for creating web applications with a user-friendly interface.
+- [**Mesop**](https://google.github.io/mesop/): Utilize [**`MesopUI`**](https://fastagency.ai/0.3/api/fastagency/ui/mesop/MesopUI/) for web-based applications. This interface is suitable for creating web applications with a user-friendly interface.
 
 ### Supported Network Adapters
 
 FastAgency can use chainable network adapters that can be used to easily create
 scalable, production ready architectures for serving your workflows. Currently, we
 support the following network adapters:
 
-- [**REST API**](https://en.wikipedia.org/wiki/REST) via [**FastAPI**](https://fastapi.tiangolo.com/): Use the [**`FastAPIAdapter`**](https://fastagency.ai/0.3/api/fastagency/adapters/fastapi/FastAPIAdapter.md) to serve your workflow using [**FastAPI**](https://fastapi.tiangolo.com/) server. This setup allows you to work your workflows in multiple workers and serve them using the highly extensible and stable ASGI server.
+- [**REST API**](https://en.wikipedia.org/wiki/REST) via [**FastAPI**](https://fastapi.tiangolo.com/): Use the [**`FastAPIAdapter`**](https://fastagency.ai/0.3/api/fastagency/adapters/fastapi/FastAPIAdapter/) to serve your workflow using [**FastAPI**](https://fastapi.tiangolo.com/) server. This setup allows you to work your workflows in multiple workers and serve them using the highly extensible and stable ASGI server.
 
-- [**NATS.io**](https://nats.io/) via [**FastStream**](https://github.com/airtai/faststream): Utilize the [**`NatsAdapter`**](https://fastagency.ai/0.3/api/fastagency/adapters/nats/NatsAdapter.md) to use [**NATS.io MQ**](https://nats.io/) message broker for highly-scalable, production-ready setup. This interface is suitable for setups in VPN-s or, in combination with the [**`FastAPIAdapter`**](https://fastagency.ai/0.3/api/fastagency/adapters/fastapi/FastAPIAdapter.md) to serve public workflows in an authenticated, secure manner.
+- [**NATS.io**](https://nats.io/) via [**FastStream**](https://github.com/airtai/faststream): Utilize the [**`NatsAdapter`**](https://fastagency.ai/0.3/api/fastagency/adapters/nats/NatsAdapter/) to use [**NATS.io MQ**](https://nats.io/) message broker for highly-scalable, production-ready setup. This interface is suitable for setups in VPN-s or, in combination with the [**`FastAPIAdapter`**](https://fastagency.ai/0.3/api/fastagency/adapters/fastapi/FastAPIAdapter/) to serve public workflows in an authenticated, secure manner.
 
 ## Quick start
 

fastagency/__about__.py

@@ -1,3 +1,3 @@
 """The fastest way to bring multi-agent workflows to production."""
 
-__version__ = "0.3.0rc1"
+__version__ = "0.3.0rc2"