diff --git a/doc/dune b/doc/dune
new file mode 100644
index 0000000..d040c7b
--- /dev/null
+++ b/doc/dune
@@ -0,0 +1,2 @@
+(documentation
+ (package zarr))
diff --git a/doc/index.mld b/doc/index.mld
new file mode 100644
index 0000000..4a7c41b
--- /dev/null
+++ b/doc/index.mld
@@ -0,0 +1,19 @@
+{0 The [zarr] library}
+
+The Zarr library provides an OCaml implementation of the Zarr version 3
+storage format specification for chunked & compressed multi-dimensional
+arrays, designed for use in parallel computing. The storage format is used
+by many companies including Google, NASA, Microsoft and {{:https://zarr.dev/adopters/}many others}.
+Zarr's goal is to provide the following features:
+- Chunk multi-dimensional arrays along any dimension.
+- Store arrays in memory, on disk, inside a Zip file or any remote storage backend.
+- Read and write arrays concurrently from multiple threads or processes. 
+- Organize arrays into hierarchies using groups.
+
+See {{:https://zarr-specs.readthedocs.io/en/latest/v3/core/v3.0.html}Zarr V3 specification}.
+
+Author: Zolisa Bleki
+
+{1 Entry Point}
+
+The entry point of this library is the module {!zarr}.
diff --git a/dune-project b/dune-project
index f221357..a536fec 100644
--- a/dune-project
+++ b/dune-project
@@ -2,6 +2,8 @@
 
 (name zarr)
 
+(version 0.1.0)
+
 (generate_opam_files true)
 
 (source
@@ -13,11 +15,11 @@
 
 (license BSD-3-Clause)
 
-(documentation https://zoj613.github.io/zarr-ml/zarr/Zarr/index.html)
+(documentation https://zoj613.github.io/zarr-ml)
 
 (package
  (name zarr)
- (synopsis "A short synopsis")
+ (synopsis "An Ocaml implementation of the  Zarr V3 specification.")
  (description "A longer description")
  (depends
    dune
@@ -33,6 +35,6 @@
    (bisect_ppx
      (and :dev (>= 2.5.0) :with-test)))
  (tags
-  (topics "to describe" your project)))
+  ("zarr" "chunked arrays" "zarr version 3")))
 
 ; See the complete stanza docs at https://dune.readthedocs.io/en/stable/dune-files.html#dune-project
diff --git a/lib/zarr.mli b/lib/zarr.mli
index 3ba672b..385e766 100644
--- a/lib/zarr.mli
+++ b/lib/zarr.mli
@@ -1,6 +1,132 @@
+(* Copyright (c) 2024, Zolisa Bleki
+
+  SPDX-License-Identifier: BSD-3-Clause *)
+
+(**
+   [zarr] Provides an Ocaml implementation of the Zarr version 3 storage
+   format specification. It supports creation of arrays and groups as well
+   as chunking arrays along any dimension. One can store a Zarr hierarchy in
+   memory or on disk. Zarr also supports reading zarr hierarchies created using
+   other implementations, as long as they are spec-compliant.
+
+   Consult the {{!examples}examples} and {{!limitations}limitations} for more info.
+
+   {3 References}
+   {ul
+    {- {{:https://zarr-specs.readthedocs.io/en/latest/v3/core/v3.0.html}The Zarr Version 3 specification.}} 
+    {- {{:https://zarr.dev/}Zarr community site.}}
+   }
+   *)
+
+(** {1 Node} *)
+
 module Node = Node
-module Indexing = Util.Indexing
+
+(** {1 Metadata} *)
+
 module ArrayMetadata = Metadata.ArrayMetadata
 module GroupMetadata = Metadata.GroupMetadata
+
+(** {1 Storage} *)
+
 module Storage = Storage
+
+(** {1 Codecs} *)
+
 module Codecs = Codecs
+
+(** {1 Indexing} *)
+
+module Indexing = Util.Indexing
+
+(** {1:examples Examples}
+    
+    {2:create_array Create, read & write array.}
+    {@ocaml[
+    open Zarr
+    open Zarr.Node
+    open Zarr.Codecs
+    open Zarr.Storage
+
+    let store =
+      Result.get_ok @@ FilesystemStore.open_or_create "testdata.zarr" in
+    let group_node = Result.get_ok @@ GroupNode.of_path "/some/group" in
+    FilesystemStore.create_group store group_node;
+    let array_node = Result.get_ok @@ ArrayNode.(group_node / "name") in
+    FilesystemStore.create_array
+      ~codecs:[`Transpose [|2; 0; 1|]; `Bytes BE; `Gzip L2]
+      ~shape:[|100; 100; 50|]
+      ~chunks:[|10; 15; 20|]
+      Bigarray.Float32 
+      Float.neg_infinity
+      array_node
+      store;
+    let slice = Owl_types.[|R [0; 20]; I 10; R []|] in
+    let x =
+      Result.get_ok @@
+      FilesystemStore.get_array store array_node slice Bigarray.Float32 in
+    let x' =
+      Owl.Dense.Ndarray.Generic.map
+        (fun _ -> Owl_stats_dist.uniform_rvs 0. 10.) x in
+    FilesystemStore.set_array store array_node slice x';
+    ]}
+
+    {2:sharding Using sharding codec.}
+    {@ocaml[
+    let config =
+      {chunk_shape = [|5; 3; 5|]
+      ;codecs = [`Transpose [|2; 0; 1|]; `Bytes LE; `Gzip L5]
+      ;index_codecs = [`Bytes BE; `Crc32c]
+      ;index_location = Start} in
+    let shard_node = Result.get_ok @@ ArrayNode.(group_node / "another") in
+    FilesystemStore.create_array
+      ~codecs:[`ShardingIndexed config]
+      ~shape:[|100; 100; 50|]
+      ~chunks:[|10; 15; 20|]
+      Bigarray.Complex32
+      Complex.zero
+      shard_node
+      store;
+    ]}
+
+    {2:explore Explore a Zarr hierarchy.}
+    Functions to query a zarr hierarchy are provided. These include listing
+    all nodes, finding children of a group node, resizing an array, deleting
+    nodes, obtaining metadata of a node, and more.
+    {@ocaml[
+    let a, g = FilesystemStore.find_all_nodes store in
+    FilesystemStore.reshape store array_node [|25; 32; 10|];
+    let meta =
+      Result.get_ok @@ FilesystemStore.group_metadata store group_node in
+    GroupMetadata.show meta;
+    FilesystemStore.array_exists store shard_node;
+    let a, g = FilesystemStore.find_child_nodes store group_node in
+    FilesystemStore.erase_group_node store group_node;
+    ]}
+
+    *)
+
+(** {1:extensions Extension Points}
+    
+    This library also provides custom extensions not defined in the version 3
+    specification. These are tabulated below:
+    {table
+      {tr
+        {th Extension Point}
+        {th Details}}
+      {tr
+        {td Data Types}
+        {td [char], [complex32], [int] (63-bit integer), [nativeint]}}
+    }
+    *)
+
+(** {1:limitations Limitations}
+
+    Although this implementation tries to be spec compliant, it does come with
+    a few limitations:
+    {ul
+      {- Ocaml does not have support for unsigned integers as array data types
+         and thus this library cannot support reading values of datatypes
+         [uint32], [uint64] and [complex128].}
+    }
+    *)
diff --git a/zarr.opam b/zarr.opam
index 1d5cd3b..46b39d3 100644
--- a/zarr.opam
+++ b/zarr.opam
@@ -1,13 +1,14 @@
 # This file is generated by dune, edit dune-project instead
 opam-version: "2.0"
-synopsis: "A short synopsis"
+version: "0.1.0"
+synopsis: "An Ocaml implementation of the  Zarr V3 specification."
 description: "A longer description"
 maintainer: ["Zolisa Bleki"]
 authors: ["Zolisa Bleki"]
 license: "BSD-3-Clause"
-tags: ["topics" "to describe" "your" "project"]
+tags: ["zarr" "chunked arrays" "zarr version 3"]
 homepage: "https://github.com/zoj613/zarr-ml"
-doc: "https://zoj613.github.io/zarr-ml/zarr/Zarr/index.html"
+doc: "https://zoj613.github.io/zarr-ml"
 bug-reports: "https://github.com/zoj613/zarr-ml/issues"
 depends: [
   "dune" {>= "3.15"}