diff --git a/README.markdown b/README.markdown
index f0151b9d..0b9a8968 100644
--- a/README.markdown
+++ b/README.markdown
@@ -21,9 +21,30 @@ and then the reviews:
 That would be about 4M SQL insert statements vs 3, which results in vastly improved performance. In our case, it converted
 an 18 hour batch process to <2 hrs.
 
+The gem provides the following high-level features:
+
+* activerecord-import can work with raw columns and arrays of values (fastest)
+* activerecord-import works with model objects (faster)
+* activerecord-import can perform validations (fast)
+* activerecord-import can perform on duplicate key updates (requires MySQL or Postgres 9.5+)
+
 ## Table of Contents
 
+* [Examples](#examples)
+  * [Introduction](#introduction)
+  * [Columns and Arrays](#columns-and-arrays)
+  * [Hashes](#hashes)
+  * [ActiveRecord Models](#activerecord-models)
+  * [Batching](#batching)
+  * [Recursive](#recursive)
+* [Options](#options)
+  * [Duplicate Key Ignore](#duplicate-key-ignore)
+  * [Duplicate Key Update](#duplicate-key-update)
+  * [Uniqueness Validation](#uniqueness-validation)
+* [Counter Cache](#counter-cache)
+* [ActiveRecord Timestamps](#activerecord-timestamps)
 * [Callbacks](#callbacks)
+* [Supported Adapters](#supported-adapters)
 * [Additional Adapters](#additional-adapters)
 * [Requiring](#requiring)
   * [Autoloading via Bundler](#autoloading-via-bundler)
@@ -31,6 +52,329 @@ an 18 hour batch process to <2 hrs.
 * [Load Path Setup](#load-path-setup)
 * [Conflicts With Other Gems](#conflicts-with-other-gems)
 * [More Information](#more-information)
+* [Contributing](#contributing)
+  * [Running Tests](#running-tests)
+
+### Examples
+
+#### Introduction
+
+Without `activerecord-import`, you'd write something like this:
+
+```ruby
+10.times do |i|
+  Book.create! :name => "book #{i}"
+end
+```
+
+This would end up making 10 SQL calls. YUCK!  With `activerecord-import`, you can instead do this:
+
+```ruby
+```ruby
+books = []
+10.times do |i|
+  books << Book.new(:name => "book #{i}")
+end
+Book.import books    # or use import!
+```
+
+and only have 1 SQL call. Much better!
+
+#### Columns and Arrays
+
+The `import` method can take an array of column names (string or symbols) and an array of arrays. Each child array represents an individual record and its list of values in the same order as the columns. This is the fastest import mechanism and also the most primitive.
+
+```ruby
+columns = [ :title, :author ]
+values = [ ['Book1', 'FooManChu'], ['Book2', 'Bob Jones'] ]
+
+# Importing without model validations
+Book.import columns, values, :validate => false
+
+# Import with model validations
+Book.import columns, values, :validate => true
+
+# when not specified :validate defaults to true
+Book.import columns, values
+```
+
+#### Hashes
+
+The `import` method can take an array of hashes. The keys map to the column names in the database.
+
+```ruby
+values = [{ title: 'Book1', author: 'FooManChu' }, { title: 'Book2', author: 'Bob Jones'}]
+
+# Importing without model validations
+Book.import values, validate: false
+
+# Import with model validations
+Book.import values, validate: true
+
+# when not specified :validate defaults to true
+Book.import values
+```
+h2. Import Using Hashes and Explicit Column Names
+
+The `import` method can take an array of column names and an array of hash objects. The column names are used to determine what fields of data should be imported. The following example will only import books with the `title` field:
+
+```ruby
+books = [
+  { title: "Book 1", author: "FooManChu" },
+  { title: "Book 2", author: "Bob Jones" }
+]
+columns = [ :title ]
+
+# without validations
+Book.import columns, books, validate: false
+
+# with validations
+Book.import columns, books, validate: true
+
+# when not specified :validate defaults to true
+Book.import columns, books
+
+# result in table books
+# title  | author
+#--------|--------
+# Book 1 | NULL
+# Book 2 | NULL
+
+```
+
+Using hashes will only work if the columns are consistent in every hash of the array. If this does not hold, an exception will be raised. There are two workarounds: use the array to instantiate an array of ActiveRecord objects and then pass that into `import` or divide the array into multiple ones with consistent columns and import each one separately.
+
+See https://github.com/zdennis/activerecord-import/issues/507 for discussion.
+
+```ruby
+arr = [
+  { bar: 'abc' },
+  { baz: 'xyz' },
+  { bar: '123', baz: '456' }
+]
+
+# An exception will be raised
+Foo.import arr
+
+# better
+arr.map! { |args| Foo.new(args) }
+Foo.import arr
+
+# better
+arr.group_by(&:keys).each_value do |v|
+ Foo.import v
+end
+```
+
+#### ActiveRecord Models
+
+The `import` method can take an array of models. The attributes will be pulled off from each model by looking at the columns available on the model.
+
+```ruby
+books = [
+  Book.new(:title => "Book 1", :author => "FooManChu"),
+  Book.new(:title => "Book 2", :author => "Bob Jones")
+]
+
+# without validations
+Book.import books, :validate => false
+
+# with validations
+Book.import books, :validate => true
+
+# when not specified :validate defaults to true
+Book.import books
+```
+
+The `import` method can take an array of column names and an array of models. The column names are used to determine what fields of data should be imported. The following example will only import books with the `title` field:
+
+```ruby
+books = [
+  Book.new(:title => "Book 1", :author => "FooManChu"),
+  Book.new(:title => "Book 2", :author => "Bob Jones")
+]
+columns = [ :title ]
+
+# without validations
+Book.import columns, books, :validate => false
+
+# with validations
+Book.import columns, books, :validate => true
+
+# when not specified :validate defaults to true
+Book.import columns, books
+
+# result in table books
+# title  | author
+#--------|--------
+# Book 1 | NULL
+# Book 2 | NULL
+
+```
+
+#### Batching
+
+The `import` method can take a `batch_size` option to control the number of rows to insert per INSERT statement. The default is the total number of records being inserted so there is a single INSERT statement.
+
+```ruby
+books = [
+  Book.new(:title => "Book 1", :author => "FooManChu"),
+  Book.new(:title => "Book 2", :author => "Bob Jones"),
+  Book.new(:title => "Book 1", :author => "John Doe"),
+  Book.new(:title => "Book 2", :author => "Richard Wright")
+]
+columns = [ :title ]
+
+# 2 INSERT statements for 4 records
+Book.import columns, books, :batch_size => 2
+```
+
+#### Recursive
+
+NOTE: This only works with PostgreSQL.
+
+Assume that Books <code>has_many</code> Reviews.
+
+```ruby
+books = []
+10.times do |i|
+  book = Book.new(:name => "book #{i}")
+  book.reviews.build(:title => "Excellent")
+  books << book
+end
+Book.import books, recursive: true
+```
+
+### Options
+
+#### Duplicate Key Ignore
+
+[MySQL](http://dev.mysql.com/doc/refman/5.0/en/insert-on-duplicate.html), [SQLite](https://www.sqlite.org/lang_insert.html), and [PostgreSQL](https://www.postgresql.org/docs/current/static/sql-insert.html#SQL-ON-CONFLICT) (9.5+) support `on_duplicate_key_ignore` which allows you to skip records if a primary or unique key constraint is violated.
+
+```ruby
+book = Book.create! title: "Book1", author: "FooManChu"
+book.title = "Updated Book Title"
+book.author = "Bob Barker"
+
+Book.import [book], on_duplicate_key_ignore: true
+
+book.reload.title  # => "Book1"     (stayed the same)
+book.reload.author # => "FooManChu" (stayed the same)
+```
+
+The option `:on_duplicate_key_ignore` is bypassed when `:recursive` is enabled for [PostgreSQL imports](https://github.com/zdennis/activerecord-import/wiki#recursive-example-postgresql-only).
+
+#### Duplicate Key Update
+
+MySQL, PostgreSQL (9.5+), and SQLite (3.24.0+) support `on duplicate key update` (also known as "upsert") which allows you to specify fields whose values should be updated if a primary or unique key constraint is violated.
+
+One big difference between MySQL and PostgreSQL support is that MySQL will handle any conflict that happens, but PostgreSQL requires that you specify which columns the conflict would occur over. SQLite models its upsert support after PostgreSQL.
+
+Basic Update
+
+```ruby
+book = Book.create! title: "Book1", author: "FooManChu"
+book.title = "Updated Book Title"
+book.author = "Bob Barker"
+
+# MySQL version
+Book.import [book], on_duplicate_key_update: [:title]
+
+# PostgreSQL version
+Book.import [book], on_duplicate_key_update: {conflict_target: [:id], columns: [:title]}
+
+# PostgreSQL shorthand version (conflict target must be primary key)
+Book.import [book], on_duplicate_key_update: [:title]
+
+book.reload.title  # => "Updated Book Title" (changed)
+book.reload.author # => "FooManChu"          (stayed the same)
+```
+
+Using the value from another column
+
+```ruby
+book = Book.create! title: "Book1", author: "FooManChu"
+book.title = "Updated Book Title"
+
+# MySQL version
+Book.import [book], on_duplicate_key_update: {author: :title}
+
+# PostgreSQL version (no shorthand version)
+Book.import [book], on_duplicate_key_update: {
+  conflict_target: [:id], columns: {author: :title}
+}
+
+book.reload.title  # => "Book1"              (stayed the same)
+book.reload.author # => "Updated Book Title" (changed)
+```
+
+Using Custom SQL
+
+```ruby
+book = Book.create! title: "Book1", author: "FooManChu"
+book.author = "Bob Barker"
+
+# MySQL version
+Book.import [book], on_duplicate_key_update: "author = values(author)"
+
+# PostgreSQL version
+Book.import [book], on_duplicate_key_update: {
+  conflict_target: [:id], columns: "author = excluded.author"
+}
+
+# PostgreSQL shorthand version (conflict target must be primary key)
+Book.import [book], on_duplicate_key_update: "author = excluded.author"
+
+book.reload.title  # => "Book1"      (stayed the same)
+book.reload.author # => "Bob Barker" (changed)
+```
+
+PostgreSQL Using constraints
+
+```ruby
+book = Book.create! title: "Book1", author: "FooManChu", edition: 3, published_at: nil
+book.published_at = Time.now
+
+# in migration
+execute <<-SQL
+      ALTER TABLE books
+        ADD CONSTRAINT for_upsert UNIQUE (title, author, edition);
+    SQL
+
+# PostgreSQL version
+Book.import [book], on_duplicate_key_update: {constraint_name: :for_upsert, columns: [:published_at]}
+
+
+book.reload.title  # => "Book1"          (stayed the same)
+book.reload.author # => "FooManChu"      (stayed the same)
+book.reload.edition # => 3               (stayed the same)
+book.reload.published_at # => 2017-10-09 (changed)
+```
+
+#### Uniqueness Validation
+
+By default, `activerecord-import` will not validate for uniquness when importing records. Starting with `v0.27.0`, there is a  parameter called `validate_uniqueness` that can be passed in to trigger this behavior. This option is provided with caution as there are many potential pitfalls. Please use with caution.
+
+```ruby
+Book.import books, validate_uniqueness: true
+```
+
+### Counter Cache
+
+When running `import`, `activerecord-import` does not automatically update counter cache columns. To update these columns, you will need to do one of the following:
+
+* Provide values to the column as an argument on your object that is passed in.
+* Manually update the column after the record has been imported.
+
+### ActiveRecord Timestamps
+
+If you're familiar with ActiveRecord you're probably familiar with its timestamp columns: created_at, created_on, updated_at, updated_on, etc. When importing data the timestamp fields will continue to work as expected and each timestamp column will be set.
+
+Should you wish to specify those columns, you may use the option `timestamps: false`.
+
+However, it is also possible to set just `:created_at` in specific records. In this case despite using `timestamps: true`,  `:created_at` will be updated only in records where that field is `nil`. Same rule applies for record associations when enabling the option `recursive: true`.
+
+If you are using custom time zones, these will be respected when performing imports as well as long as `ActiveRecord::Base.default_timezone` is set, which for practically all Rails apps it is
 
 ### Callbacks
 
@@ -70,6 +414,24 @@ end
 Book.import valid_books, validate: false
 ```
 
+### Supported Adapters
+
+The following database adapters are currently supported:
+
+* MySQL - supports core import functionality plus on duplicate key update support (included in activerecord-import 0.1.0 and higher)
+* MySQL2 - supports core import functionality plus on duplicate key update support (included in activerecord-import 0.2.0 and higher)
+* PostgreSQL - supports core import functionality (included in activerecord-import 0.1.0 and higher)
+* SQLite3 - supports core import functionality (included in activerecord-import 0.1.0 and higher)
+* Oracle - supports core import functionality through DML trigger (available as an external gem: [activerecord-import-oracle_enhanced](https://github.com/keeguon/activerecord-import-oracle_enhanced)
+* SQL Server - supports core import functionality (available as an external gem: [activerecord-import-sqlserver](https://github.com/keeguon/activerecord-import-sqlserver)
+
+If your adapter isn't listed here, please consider creating an external gem as described in the README to provide support. If you do, feel free to update this wiki to include a link to the new adapter's repository!
+
+To test which features are supported by your adapter, use the following methods on a model class:
+* `supports_import?(*args)`
+* `supports_on_duplicate_key_update?`
+* `supports_setting_primary_key_of_imported_objects?`
+
 ### Additional Adapters
 
 Additional adapters can be provided by gems external to activerecord-import by providing an adapter that matches the naming convention setup by activerecord-import (and subsequently activerecord) for dynamically loading adapters.  This involves also providing a folder on the load path that follows the activerecord-import naming convention to allow activerecord-import to dynamically load the file.
@@ -179,6 +541,28 @@ For more information on activerecord-import please see its wiki: https://github.
 
 To document new information, please add to the README instead of the wiki. See https://github.com/zdennis/activerecord-import/issues/397 for discussion.
 
+### Contributing
+
+#### Running Tests
+
+The first thing you need to do is set up your database(s):
+
+* copy `test/database.yml.sample` to `test/database.yml`
+* modify `test/database.yml` for your database settings
+* create databases as needed
+
+After that, you can run the tests. They run against multiple tests and ActiveRecord versions.
+
+This is one example of how to run the tests:
+
+```ruby
+rm Gemfile.lock
+AR_VERSION=4.2 bundle install
+AR_VERSION=4.2 bundle exec rake test:postgresql test:sqlite3 test:mysql2
+```
+
+Once you have pushed up your changes, you can find your CI results [here](https://travis-ci.org/zdennis/activerecord-import/).
+
 # License
 
 This is licensed under the ruby license.
@@ -199,3 +583,4 @@ Zach Dennis (zach.dennis@gmail.com)
 * Thibaud Guillaume-Gentil
 * Mark Van Holstyn
 * Victor Costan
+* Dillon Welch