diff --git a/web/ui/bindata.go b/web/ui/bindata.go
index 49687ca2d..57c99bb38 100644
--- a/web/ui/bindata.go
+++ b/web/ui/bindata.go
@@ -29,7 +29,7 @@
 // web/ui/static/vendor/bootstrap3-typeahead/bootstrap3-typeahead.min.js
 // web/ui/static/vendor/eonasdan-bootstrap-datetimepicker/bootstrap-datetimepicker.min.css
 // web/ui/static/vendor/eonasdan-bootstrap-datetimepicker/bootstrap-datetimepicker.min.js
-// web/ui/static/vendor/fuzzy.js
+// web/ui/static/vendor/fuzzy/fuzzy.js
 // web/ui/static/vendor/js/jquery.hotkeys.js
 // web/ui/static/vendor/js/jquery.min.js
 // web/ui/static/vendor/js/jquery.selection.js
@@ -186,7 +186,7 @@ func webUiTemplatesFlagsHtml() (*asset, error) {
 	return a, nil
 }
 
-var _webUiTemplatesGraphHtml = []byte("\x1f\x8b\x08\x00\x00\x09\x6e\x88\x00\xff\xac\x94\xc1\x8e\x9b\x30\x10\x86\xef\x79\x0a\xcb\x77\x40\xd5\x5e\x03\x55\x4f\xbd\xf6\x0d\x56\x83\x3d\x94\x21\xc6\xb8\x9e\x81\x86\x45\xbc\x7b\x45\x12\x48\x5a\x75\xab\xb6\xe1\x94\x89\x3d\xfe\xe6\xff\x31\xfc\xd3\x64\xb1\x22\x8f\x4a\xd7\x08\x56\xcf\xf3\x41\x29\xa5\x8e\x8e\xfc\x49\xc9\x18\x30\xd7\x82\x67\xc9\x0c\xb3\x56\x11\x5d\xae\x59\x46\x87\x5c\x23\x8a\x56\x75\xc4\x2a\xd7\xd3\xa4\x02\x48\xfd\x25\x62\x45\x67\x35\xcf\x19\x0b\x08\x99\xe5\x4c\xf6\x35\x42\xa8\xd3\xe5\x74\x71\xd8\x8f\x3c\xa0\xb7\x5d\xcc\x22\x99\x13\xd7\xf0\x7d\x2b\xd2\x96\xfc\x6d\xd8\xde\xb3\xb0\xf3\xc0\x16\x7c\x52\x76\x9d\xb0\x44\x08\x89\x05\x41\xa1\x16\x03\x99\x13\xc6\xec\xbd\x8d\x07\x51\x57\x55\x6c\x22\x05\x51\x1c\xcd\xdf\x3b\xbc\xfd\xb7\x2f\xe9\xf0\x92\x36\xac\x8b\x63\x76\xc5\x14\x7b\x30\x1d\x8c\x5d\x2f\x17\xa1\x3b\xb1\x7f\xba\x91\xe7\x98\x6d\xd7\xa2\x97\xdb\xcf\x0e\xbc\x27\x6f\xf2\xb9\xe1\x1b\xfa\x25\x59\xde\x4b\x58\x3e\xba\xdf\x2e\xee\x30\xab\xea\xdf\xde\xc6\x5f\x18\xff\xfe\xf4\x7b\x16\x30\x35\x6e\xc5\x0e\xc2\x1a\xce\x9a\x6f\x3d\xc6\x31\x65\x74\x68\x84\xba\xfd\x88\x75\x27\x27\x1c\xf9\xbf\x6d\x37\x6b\x66\x35\xfc\x71\xc8\x3f\xbc\x0b\x21\x9b\xeb\x4b\xe3\xab\x60\x1b\x1c\x08\xea\xc7\xa4\x39\x27\x35\x78\xeb\xb0\x84\xc8\xc9\xd6\xf1\x00\x9b\x26\xf4\x76\x9e\x0f\x87\x7b\x00\x9b\xce\x0b\x7a\xd9\x32\xd8\xd2\xf0\x30\x66\xd9\x05\xf2\x18\xb5\x32\x0e\x98\x73\xbd\xad\x24\x95\xeb\xc9\xae\xa1\x97\x59\x1a\x8a\x3b\xe1\x8f\xcd\xd7\x9e\xe2\x48\x3e\xf4\xb2\xb6\x96\xe2\x55\x29\x3e\x09\x91\x5a\x88\xe3\xea\x8b\xfb\xb2\x25\xd1\x6a\x00\xd7\x63\xae\x3f\x59\xab\x3e\x2f\xca\xf4\x45\x24\x58\xfb\x7a\x11\xba\x98\xbc\x2b\xb8\x96\xab\xd9\x1f\x01\x00\x00\xff\xff\x0a\x10\x6c\xd7\x6d\x06\x00\x00")
+var _webUiTemplatesGraphHtml = []byte("\x1f\x8b\x08\x00\x00\x09\x6e\x88\x00\xff\xac\x94\xc1\xce\x9b\x30\x0c\xc7\xef\x7d\x8a\x28\x77\x40\x53\xaf\x85\x69\xa7\x5d\xf7\x06\x9f\x4c\x62\x86\x69\x08\x2c\x36\xac\x7c\x88\x77\x9f\x28\x85\x76\xd3\x3a\x6d\x2b\x17\x30\x89\xf3\xf3\xdf\x32\xf9\x8f\xa3\xc5\x82\x3c\x2a\x5d\x22\x58\x3d\x4d\x07\xa5\x94\x3a\x39\xf2\x67\x25\x43\x8b\xa9\x16\xbc\x48\x62\x98\xb5\x0a\xe8\x52\xcd\x32\x38\xe4\x12\x51\xb4\x2a\x03\x16\xa9\x1e\x47\xd5\x82\x94\x5f\x02\x16\x74\x51\xd3\x94\xb0\x80\x90\x99\xcf\x24\x5f\x03\xb4\x65\x3c\x9f\xce\x0e\xfb\x91\x7b\xf4\xb6\x09\x49\x20\x73\xe6\x12\xbe\x6f\x41\x5c\x93\xbf\x15\xdb\xbb\x16\x36\x1e\xd8\x82\x8f\xf2\xa6\x11\x96\x00\x6d\x64\x41\x50\xa8\xc6\x96\xcc\x19\x43\xf2\x6c\xe3\x41\xd4\xa2\x8a\x4d\xa0\x56\x14\x07\xf3\xf7\x1d\xde\xbe\xed\x31\xee\x8f\x71\xc5\x3a\x3b\x25\x0b\x26\xdb\x83\xe9\x60\x68\x3a\xb9\x0a\xdd\x89\xfd\xd3\x44\x5e\x63\xd6\x4d\x8d\x5e\x6e\xaf\x1d\x78\x2f\x4e\xf2\xb5\xe2\x1b\xfa\x18\xcd\xff\x25\xcc\x97\xee\xb7\x8b\x3b\xd4\x2a\xba\xf7\xf7\x61\x79\xfe\x42\xfa\xf7\x19\x74\x2c\x60\x4a\xdc\x82\x1d\xe4\x55\x9c\x54\xdf\x3a\x0c\x43\xcc\xe8\xd0\x08\x35\xfb\x11\xcb\x46\xce\x38\xf0\x7f\xb7\x5d\xad\xce\x55\xf1\xc7\x3e\xfd\xf0\x14\x42\x36\xd5\xd7\xc4\x37\xc1\xba\x75\x20\xa8\x1f\xfd\xe6\x12\x95\xe0\xad\xc3\x1c\x02\x47\x5b\xc6\x03\x6c\x1c\xd1\xdb\x69\x3a\x1c\xee\x36\x6c\x1a\x2f\xe8\x65\x73\x62\x4b\xfd\x43\x99\x79\x17\xc8\x63\xd0\xca\x38\x60\x4e\xf5\xb6\x12\x15\xae\x23\xbb\x5a\x5f\x62\xa9\xcf\xee\x84\x3f\x26\x2f\x39\xd9\x89\x7c\xdb\xc9\x9a\x9a\x8b\x57\xb9\xf8\xa8\x0d\x54\x43\x18\xd6\xbe\xb8\xcb\x6b\x12\xad\x7a\x70\x1d\xa6\xfa\x93\xb5\xea\xf3\xac\x4c\x5f\x45\x82\xb5\x6f\x57\xa1\x73\x93\x77\x05\x4b\xb8\x36\xfb\x23\x00\x00\xff\xff\x61\xc2\x4a\x1a\x73\x06\x00\x00")
 
 func webUiTemplatesGraphHtmlBytes() ([]byte, error) {
 	return bindataRead(
@@ -201,7 +201,7 @@ func webUiTemplatesGraphHtml() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/templates/graph.html", size: 1645, mode: os.FileMode(420), modTime: time.Unix(1482843351, 0)}
+	info := bindataFileInfo{name: "web/ui/templates/graph.html", size: 1651, mode: os.FileMode(436), modTime: time.Unix(1486307910, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -401,12 +401,12 @@ func webUiStaticJsAlertsJs() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/js/alerts.js", size: 445, mode: os.FileMode(420), modTime: time.Unix(1459323995, 0)}
+	info := bindataFileInfo{name: "web/ui/static/js/alerts.js", size: 445, mode: os.FileMode(420), modTime: time.Unix(1474882905, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
 
-var _webUiStaticJsGraphJs = 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+var _webUiStaticJsGraphJs = 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
 func webUiStaticJsGraphJsBytes() ([]byte, error) {
 	return bindataRead(
@@ -421,7 +421,7 @@ func webUiStaticJsGraphJs() (*asset, error) {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/js/graph.js", size: 25570, mode: os.FileMode(420), modTime: time.Unix(1482843351, 0)}
+	info := bindataFileInfo{name: "web/ui/static/js/graph.js", size: 25454, mode: os.FileMode(436), modTime: time.Unix(1486308429, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -686,22 +686,22 @@ func webUiStaticVendorEonasdanBootstrapDatetimepickerBootstrapDatetimepickerMinJ
 	return a, nil
 }
 
-var _webUiStaticVendorFuzzyJs = 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+var _webUiStaticVendorFuzzyFuzzyJs = 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
-func webUiStaticVendorFuzzyJsBytes() ([]byte, error) {
+func webUiStaticVendorFuzzyFuzzyJsBytes() ([]byte, error) {
 	return bindataRead(
-		_webUiStaticVendorFuzzyJs,
-		"web/ui/static/vendor/fuzzy.js",
+		_webUiStaticVendorFuzzyFuzzyJs,
+		"web/ui/static/vendor/fuzzy/fuzzy.js",
 	)
 }
 
-func webUiStaticVendorFuzzyJs() (*asset, error) {
-	bytes, err := webUiStaticVendorFuzzyJsBytes()
+func webUiStaticVendorFuzzyFuzzyJs() (*asset, error) {
+	bytes, err := webUiStaticVendorFuzzyFuzzyJsBytes()
 	if err != nil {
 		return nil, err
 	}
 
-	info := bindataFileInfo{name: "web/ui/static/vendor/fuzzy.js", size: 2655, mode: os.FileMode(420), modTime: time.Unix(1482843351, 0)}
+	info := bindataFileInfo{name: "web/ui/static/vendor/fuzzy/fuzzy.js", size: 5669, mode: os.FileMode(420), modTime: time.Unix(1486306563, 0)}
 	a := &asset{bytes: bytes, info: info}
 	return a, nil
 }
@@ -967,7 +967,7 @@ var _bindata = map[string]func() (*asset, error){
 	"web/ui/static/vendor/bootstrap3-typeahead/bootstrap3-typeahead.min.js":                   webUiStaticVendorBootstrap3TypeaheadBootstrap3TypeaheadMinJs,
 	"web/ui/static/vendor/eonasdan-bootstrap-datetimepicker/bootstrap-datetimepicker.min.css": webUiStaticVendorEonasdanBootstrapDatetimepickerBootstrapDatetimepickerMinCss,
 	"web/ui/static/vendor/eonasdan-bootstrap-datetimepicker/bootstrap-datetimepicker.min.js":  webUiStaticVendorEonasdanBootstrapDatetimepickerBootstrapDatetimepickerMinJs,
-	"web/ui/static/vendor/fuzzy.js":                                                           webUiStaticVendorFuzzyJs,
+	"web/ui/static/vendor/fuzzy/fuzzy.js":                                                     webUiStaticVendorFuzzyFuzzyJs,
 	"web/ui/static/vendor/js/jquery.hotkeys.js":                                               webUiStaticVendorJsJqueryHotkeysJs,
 	"web/ui/static/vendor/js/jquery.min.js":                                                   webUiStaticVendorJsJqueryMinJs,
 	"web/ui/static/vendor/js/jquery.selection.js":                                             webUiStaticVendorJsJquerySelectionJs,
@@ -1063,7 +1063,9 @@ var _bintree = &bintree{nil, map[string]*bintree{
 						"bootstrap-datetimepicker.min.css": &bintree{webUiStaticVendorEonasdanBootstrapDatetimepickerBootstrapDatetimepickerMinCss, map[string]*bintree{}},
 						"bootstrap-datetimepicker.min.js":  &bintree{webUiStaticVendorEonasdanBootstrapDatetimepickerBootstrapDatetimepickerMinJs, map[string]*bintree{}},
 					}},
-					"fuzzy.js": &bintree{webUiStaticVendorFuzzyJs, map[string]*bintree{}},
+					"fuzzy": &bintree{nil, map[string]*bintree{
+						"fuzzy.js": &bintree{webUiStaticVendorFuzzyFuzzyJs, map[string]*bintree{}},
+					}},
 					"js": &bintree{nil, map[string]*bintree{
 						"jquery.hotkeys.js":   &bintree{webUiStaticVendorJsJqueryHotkeysJs, map[string]*bintree{}},
 						"jquery.min.js":       &bintree{webUiStaticVendorJsJqueryMinJs, map[string]*bintree{}},
diff --git a/web/ui/static/js/graph.js b/web/ui/static/js/graph.js
index 2cbc9e1d0..e510ea1a4 100644
--- a/web/ui/static/js/graph.js
+++ b/web/ui/static/js/graph.js
@@ -212,13 +212,12 @@ Prometheus.Graph.prototype.populateInsertableMetrics = function() {
           items: "all",
           matcher: function(item) {
             // If we have result for current query, skip
-            if (!self.fuzzyResult.query || self.fuzzyResult.query !== this.query) {
+            if (self.fuzzyResult.query !== this.query) {
               self.fuzzyResult.query = this.query;
               self.fuzzyResult.map = {};
-              self.fuzzyResult.result = fuzzy.filter(this.query.replace('_', ' '), metrics, {
+              self.fuzzyResult.result = fuzzy.filter(this.query.replace(/ /g, ''), metrics, {
                 pre: '<strong>',
-                post: '</strong>',
-                extract: function(el) { return el.replace('_', ' ') }
+                post: '</strong>'
               });
               self.fuzzyResult.result.forEach(function(r) {
                 self.fuzzyResult.map[r.original] = r;
@@ -237,7 +236,7 @@ Prometheus.Graph.prototype.populateInsertableMetrics = function() {
           },
 
           highlighter: function (item) {
-            return $('<div>' + self.fuzzyResult.map[item].string.replace(' ', '_') + '</div>')
+            return $('<div>' + self.fuzzyResult.map[item].string + '</div>')
           },
         });
         // This needs to happen after attaching the typeahead plugin, as it
diff --git a/web/ui/static/vendor/fuzzy.js b/web/ui/static/vendor/fuzzy.js
deleted file mode 100644
index 89257b09e..000000000
--- a/web/ui/static/vendor/fuzzy.js
+++ /dev/null
@@ -1,26 +0,0 @@
-// Copyright (c) 2012 Matt York
-//
-// Permission is hereby granted, free of charge, to any person
-// obtaining a copy of this software and associated documentation
-// files (the "Software"), to deal in the Software without
-// restriction, including without limitation the rights to use,
-// copy, modify, merge, publish, distribute, sublicense, and/or sell
-// copies of the Software, and to permit persons to whom the
-// Software is furnished to do so, subject to the following
-// conditions:
-//
-// The above copyright notice and this permission notice shall be
-// included in all copies or substantial portions of the Software.
-//
-// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
-// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
-// OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
-// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
-// HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
-// WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
-// FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
-// OTHER DEALINGS IN THE SOFTWARE.
-//
-// https://github.com/mattyork/fuzzy/blob/3613086aa40c180ca722aeaf48cef575dc57eb5d/fuzzy-min.js
-
-(function(){var root=this;var fuzzy={};if(typeof exports!=="undefined"){module.exports=fuzzy}else{root.fuzzy=fuzzy}fuzzy.simpleFilter=function(pattern,array){return array.filter(function(str){return fuzzy.test(pattern,str)})};fuzzy.test=function(pattern,str){return fuzzy.match(pattern,str)!==null};fuzzy.match=function(pattern,str,opts){opts=opts||{};var patternIdx=0,result=[],len=str.length,totalScore=0,currScore=0,pre=opts.pre||"",post=opts.post||"",compareString=opts.caseSensitive&&str||str.toLowerCase(),ch;pattern=opts.caseSensitive&&pattern||pattern.toLowerCase();for(var idx=0;idx<len;idx++){ch=str[idx];if(compareString[idx]===pattern[patternIdx]){ch=pre+ch+post;patternIdx+=1;currScore+=1+currScore}else{currScore=0}totalScore+=currScore;result[result.length]=ch}if(patternIdx===pattern.length){totalScore=compareString===pattern?Infinity:totalScore;return{rendered:result.join(""),score:totalScore}}return null};fuzzy.filter=function(pattern,arr,opts){if(!arr||arr.length===0){return[]}if(typeof pattern!=="string"){return arr}opts=opts||{};return arr.reduce(function(prev,element,idx,arr){var str=element;if(opts.extract){str=opts.extract(element)}var rendered=fuzzy.match(pattern,str,opts);if(rendered!=null){prev[prev.length]={string:rendered.rendered,score:rendered.score,index:idx,original:element}}return prev},[]).sort(function(a,b){var compare=b.score-a.score;if(compare)return compare;return a.index-b.index})}})();
diff --git a/web/ui/static/vendor/fuzzy/fuzzy.js b/web/ui/static/vendor/fuzzy/fuzzy.js
new file mode 100644
index 000000000..9ddd4fcaa
--- /dev/null
+++ b/web/ui/static/vendor/fuzzy/fuzzy.js
@@ -0,0 +1,182 @@
+/*
+ * Fuzzy
+ * https://github.com/myork/fuzzy
+ *
+ * Copyright (c) 2012 Matt York
+ *
+ * Permission is hereby granted, free of charge, to any person
+ * obtaining a copy of this software and associated documentation
+ * files (the "Software"), to deal in the Software without
+ * restriction, including without limitation the rights to use,
+ * copy, modify, merge, publish, distribute, sublicense, and/or sell
+ * copies of the Software, and to permit persons to whom the
+ * Software is furnished to do so, subject to the following
+ * conditions:
+ *
+ * The above copyright notice and this permission notice shall be
+ * included in all copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+ * EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
+ * OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+ * NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
+ * HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+ * WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+ * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
+ * OTHER DEALINGS IN THE SOFTWARE.
+ *
+ * A slightly modified version of https://github.com/mattyork/fuzzy/blob/3613086aa40c180ca722aeaf48cef575dc57eb5d/lib/fuzzy.js
+ */
+
+(function() {
+
+var root = this;
+
+var fuzzy = {};
+
+// Use in node or in browser
+if (typeof exports !== 'undefined') {
+  module.exports = fuzzy;
+} else {
+  root.fuzzy = fuzzy;
+}
+
+// Return all elements of `array` that have a fuzzy
+// match against `pattern`.
+fuzzy.simpleFilter = function(pattern, array) {
+  return array.filter(function(str) {
+    return fuzzy.test(pattern, str);
+  });
+};
+
+// Does `pattern` fuzzy match `str`?
+fuzzy.test = function(pattern, str) {
+  return fuzzy.match(pattern, str) !== null;
+};
+
+// If `pattern` matches `str`, wrap each matching character
+// in `opts.pre` and `opts.post`. If no match, return null
+fuzzy.match = function(pattern, str, opts, _fromIndex) {
+  opts = opts || {};
+  var patternIdx = 0
+    , result = []
+    , len = str.length
+    , fromIndex = _fromIndex || 0
+    , totalScore = 0
+    , currScore = 0
+    // prefix
+    , pre = opts.pre || ''
+    // suffix
+    , post = opts.post || ''
+    // String to compare against. This might be a lowercase version of the
+    // raw string
+    , compareString =  opts.caseSensitive && str || str.toLowerCase()
+    , ch;
+
+  pattern = opts.caseSensitive && pattern || pattern.toLowerCase();
+
+  // If there's an exact match, add pre/post, max out score and skip the lookup
+  if (compareString === pattern) {
+    return {
+      rendered: pre + compareString.split('').join(post+pre) + post,
+      score: Infinity
+    };
+  }
+
+  // For each character in the string, either add it to the result
+  // or wrap in template if it's the next string in the pattern
+  for(var idx = 0; idx < len; idx++) {
+    ch = str[idx];
+    if(idx >= fromIndex && compareString[idx] === pattern[patternIdx]) {
+      ch = pre + ch + post;
+      patternIdx += 1;
+
+      // consecutive characters should increase the score more than linearly
+      currScore += 1 + currScore;
+    } else {
+      currScore = 0;
+    }
+    totalScore += currScore;
+    result[result.length] = ch;
+  }
+
+  // return rendered string if we have a match for every char
+  if(patternIdx === pattern.length) {
+    var nextPossible = str.indexOf(pattern[0], str.indexOf(pattern[0], fromIndex) + 1)
+      , candidate;
+
+    // If possible, try to find a better match at the rest of the string
+    if (nextPossible > -1 && str.length - nextPossible >= pattern.length) {
+      var candidate = fuzzy.match(pattern, str, opts, nextPossible);
+    }
+
+    return candidate && candidate.score > totalScore ? candidate : {
+      rendered: result.join(''), score: totalScore
+    };
+  }
+
+  return null;
+};
+
+// The normal entry point. Filters `arr` for matches against `pattern`.
+// It returns an array with matching values of the type:
+//
+//     [{
+//         string:   '<b>lah' // The rendered string
+//       , index:    2        // The index of the element in `arr`
+//       , original: 'blah'   // The original element in `arr`
+//     }]
+//
+// `opts` is an optional argument bag. Details:
+//
+//    opts = {
+//        // string to put before a matching character
+//        pre:     '<b>'
+//
+//        // string to put after matching character
+//      , post:    '</b>'
+//
+//        // Optional function. Input is an entry in the given arr`,
+//        // output should be the string to test `pattern` against.
+//        // In this example, if `arr = [{crying: 'koala'}]` we would return
+//        // 'koala'.
+//      , extract: function(arg) { return arg.crying; }
+//    }
+fuzzy.filter = function(pattern, arr, opts) {
+  if(!arr || arr.length === 0) {
+    return [];
+  }
+  if (typeof pattern !== 'string' || pattern === '') {
+    return arr;
+  }
+  opts = opts || {};
+  return arr
+    .reduce(function(prev, element, idx, arr) {
+      var str = element;
+      if(opts.extract) {
+        str = opts.extract(element);
+      }
+      var rendered = fuzzy.match(pattern, str, opts);
+      if(rendered != null) {
+        prev[prev.length] = {
+            string: rendered.rendered
+          , score: rendered.score
+          , index: idx
+          , original: element
+        };
+      }
+      return prev;
+    }, [])
+
+    // Sort by score. Browsers are inconsistent wrt stable/unstable
+    // sorting, so force stable by using the index in the case of tie.
+    // See http://ofb.net/~sethml/is-sort-stable.html
+    .sort(function(a,b) {
+      var compare = b.score - a.score;
+      if(compare) return compare;
+      return a.index - b.index;
+    });
+};
+
+
+}());
diff --git a/web/ui/templates/graph.html b/web/ui/templates/graph.html
index f00151a46..2e1980012 100644
--- a/web/ui/templates/graph.html
+++ b/web/ui/templates/graph.html
@@ -10,7 +10,7 @@
     <script src="{{ pathPrefix }}/static/vendor/moment/moment.min.js"></script>
     <script src="{{ pathPrefix }}/static/vendor/eonasdan-bootstrap-datetimepicker/bootstrap-datetimepicker.min.js"></script>
     <script src="{{ pathPrefix }}/static/vendor/bootstrap3-typeahead/bootstrap3-typeahead.min.js"></script>
-    <script src="{{ pathPrefix }}/static/vendor/fuzzy.js"></script>
+    <script src="{{ pathPrefix }}/static/vendor/fuzzy/fuzzy.js"></script>
 
     <script src="{{ pathPrefix }}/static/vendor/mustache/mustache.min.js"></script>
     <script src="{{ pathPrefix }}/static/vendor/js/jquery.selection.js"></script>