Add all the new component docs to the site and do a tidy up of docs (#7098)

* feat: add all the new component docs to the site

* fix(docs): relative links and markdown warnings

* feat(docs): How to contribute to the docs as a docs section

* fix(docs): missed docs page for developer setup

* fix(docs): re-add configurations options

* fix(docs): bad link to components fixed

* fix(docs): bad link to components fixed

* ref(docs): reorder some items to make more sense

* fix(docs): bad indentation and duplicate block

* fix(docs): warning about out of date markdown extension

* fix(docs): broken links fixed

* fix(docs): markdown formatter complaints

docs/content/AutoGPT/components/advanced.md

@@ -0,0 +1,11 @@
+# Advanced Components
+
+## General
+
+Debugging may be easier because we can inspect the exact components that were called and where the pipeline failed (current WIP pipeline):
+
+![Modular Pipeline](../../imgs/modular-pipeline.png)
+
+Also that makes it possible to call component/pipeline/function again when failed and recover.
+
+If it's necessary to get a component in a random place, agent provides generic, type safe `get_component(type[T]) -> T | None`