diff --git a/README.md b/README.md
index 5d0e8b0..0342543 100644
--- a/README.md
+++ b/README.md
@@ -1,12 +1,15 @@
 # Obsidian Link Scrapper
 GitHub action and binary to scrape [Obsidian](http://obsidian.md/) vault for links and exposes them as a `.yml` file for easy consumption by [Hugo](https://gohugo.io/).
 
-## Installation
-`go install github.com/jackyzha0/hugo-obsidian`
-
-### Example Usage
+## Example Usage (Binary)
 Read Markdown from the `/content` folder and place the resulting `linkIndex.yaml` into `/data`
 
 ```shell
+# Installation
+go install github.com/jackyzha0/hugo-obsidian
+
+# Run
 hugo-obsidian -input=content -output=data
-```
\ No newline at end of file
+```
+
+## Example Usage (GitHub Action)
diff --git a/main.go b/main.go
index 679a690..90f4287 100644
--- a/main.go
+++ b/main.go
@@ -28,6 +28,10 @@ func trim(source, prefix, suffix string) string {
 	return strings.TrimPrefix(strings.TrimSuffix(source, suffix), prefix)
 }
 
+func hugoPathTrim(source string) string {
+	return strings.TrimSuffix(strings.TrimSuffix(source, "/index"), "_index")
+}
+
 // parse single file for links
 func parse(dir, pathPrefix string) []Link {
 	// read file
@@ -42,8 +46,8 @@ func parse(dir, pathPrefix string) []Link {
 	for text, target := range md.GetAllLinks(string(bytes)) {
 		fmt.Printf("  %s\n", trim(target, pathPrefix, ".md"))
 		links = append(links, Link{
-			Source: trim(dir, pathPrefix, ".md"),
-			Target: target,
+			Source: hugoPathTrim(trim(dir, pathPrefix, ".md")),
+			Target: strings.Split(target, "#")[0],
 			Text: text,
 		})
 	}
@@ -95,8 +99,9 @@ func index(links []Link) (index Index) {
 		}
 
 		// backlink (only if internal)
-		if val, ok := backlinkMap[l.Target]; ok {
-			val = append(val, bl)
+
+		if _, ok := backlinkMap[l.Target]; ok {
+			backlinkMap[l.Target] = append(backlinkMap[l.Target], bl)
 		} else {
 			backlinkMap[l.Target] = []Link{bl}
 		}
diff --git a/partials/graph_partial.html b/partials/graph_partial.html
new file mode 100644
index 0000000..c01c891
--- /dev/null
+++ b/partials/graph_partial.html
@@ -0,0 +1,7 @@
+<script>
+  const links = [
+    {{- range $.Site.Data.linkIndex.links -}}
+  {}
+  {{- end -}}
+  ]
+</script>
\ No newline at end of file
diff --git a/partials/links_partial.html b/partials/links_partial.html
new file mode 100644
index 0000000..e69de29