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Google Suggest like Dictionary

, 27 Dec 2004
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An implementation of Google suggest using remote scripting.



This is an implementation of Google Suggest like dictionary in ASP.NET.


After seeing Google Suggest, I was amazed and wanted to know how it worked. This project is just an experiment using the same technique that Google uses.

Using the code

The ZIP file consists of two files. One is an HTML file that uses the XMLHttpRequest object to make requests and get back data. The other one is a server script implemented in ASP.NET that connects to a SQL Server database. If you wish to implement a similar interface, just use the HTML functions provided. A proof of concept website could be accessed here.

How does it work?

The architecture could be explained as outlined below:

  • Concept
  • The database
  • ASP.NET page
  • XMLHttpRequest object in the HTML page
  • Observations


As you type a word in the textbox, a JavaScript event fires an HTTP GET request to the ASPX page. The response from the ASPX page is simply displayed in a div tag under the textbox. The page is not refreshed/reloaded for every keystroke as everything is done by the JavaScript in the page. The main JavaScript object that allows us to do this is XMLHttpRequest. You could read about it from Apple's developer site here. This is supported by IE 5.0 +, Mozilla 1.0 + and Apple's own Safari 1.2 +.


The database contains just one table. The data comes from a freely available online dictionary (a public domain English word list dictionary, based on the public domain portion of "The Project Gutenberg Etext of Webster's Unabridged Dictionary" which is in turn based on the 1913 US Webster's Unabridged Dictionary. You could download it from here). The table is called WordList:

Word varchar(255)
Type varchar (10)
Meaning text

I created an index on "Word" column for speed. There are a total of 182696 words in the database.

ASP.NET page

The ASP.NET page is pretty straight forward. Gets the top 10 matching rows from the database and spits it out. Below is the code I am using (although SqlDataReader might be more appropriate):

<%@Page Language="C#"%>
<%@Import Namespace="System.Data"%>
<%@Import Namespace="System.Data.SqlClient"%>
<%@Import Namespace="System.Configuration"%>

<script runat="server">

    public void Page_Load(object sender,EventArgs args)
        string keyword=Request["k"];
        if(keyword!=null  && keyword.Trim()!="")
            string sql="select top 10* from WordList where" + 
                   " word like '"+keyword.Trim().Replace("'","''")+"%'";
            SqlConnection conn=new 
            DataTable dt=new DataTable();
            SqlCommand command=new SqlCommand(sql,conn);
            SqlDataAdapter adapter=new SqlDataAdapter(command);

            foreach(DataRow row in dt.Rows)
                string meaning=row["Meaning"].ToString();
                Response.Write("<strong>"+row["Word"].ToString()+"</strong> <i>");
                  Response.Write("row["Type"].ToString()+"</i>: "+meaning+"<br>");



XMLHttpRequest object in the HTML page

var req;

function Initialize()
        req=new ActiveXObject("Msxml2.XMLHTTP");
            req=new ActiveXObject("Microsoft.XMLHTTP");

    if(!req&&typeof XMLHttpRequest!="undefined")
        req=new XMLHttpRequest();


function SendQuery(key)
    var url=""+key;

        req.onreadystatechange = Process;"GET", url, true);



function Process()
    if (req.readyState == 4)
        // only if "OK"
            if (req.status == 200)
                    document.getElementById("autocomplete").innerHTML = 
                    "There was a problem retrieving data:<br>" 
                    + req.statusText;

function ShowDiv(divid)
   if (document.layers) document.layers[divid].visibility="show";
   else document.getElementById(divid).style.visibility="visible";

function HideDiv(divid)
   if (document.layers) document.layers[divid].visibility="hide";
   else document.getElementById(divid).style.visibility="hidden";

function BodyLoad()

    <body onload="BodyLoad();">
        <form name="form1">
        <input name="keyword" onKeyUp="SendQuery(this.value)" 
          style="WIDTH:500px" autocomplete="off">
            <div align="left" class="box" id="autocomplete" 


The KeyUp event on the textbox triggers the SendQuery method. Note that we are disabling the auto-complete feature so it does not overlap with our div tag. The Initialize method creates the XMLHttpRequest object. In Mozilla and Safari, you could simply do this by using:

req=new XMLHttpRequest();

In IE, you could create the object based on the user's installation of MSXML libraries. The Process method acts as an event handler and displays the response text once the response is complete from the web server.


  • Google Suggest is probably running by having all the suggestion words in main memory and a custom web server that does nothing else (although this concept is very easy to implement in C#).
  • Roundtrips from the web server should be minimal (2K max) as it might eat up bandwidth pretty fast.


  • December 24, 2004
    • Initial version 1.0.


This article has no explicit license attached to it but may contain usage terms in the article text or the download files themselves. If in doubt please contact the author via the discussion board below.

A list of licenses authors might use can be found here


About the Author

Gavi Narra
Web Developer
United States United States
No Biography provided

Comments and Discussions

Generaldatabase link died Pinmembermasterbkhn27-Apr-06 8:53 
GeneralRe: database link died Pinmemberpiglet0123-Sep-07 17:09 
GeneralAJAX creating problem on Local Site Pinmembereshna16-Mar-06 21:41 
GeneralRe: AJAX creating problem on Local Site Pinmembertejas_chonkar23-Apr-06 23:21 
GeneralW2003K web server permissions PinmemberLeighG12-Feb-06 2:28 
NewsConverted code in Pinmembersuri197130-Jan-06 22:25 
NewsCode in Pinmembersuri197130-Jan-06 21:59 
GeneralSorting a SubString Search PinmemberFabito24-Nov-05 3:14 
QuestionCode behind does not work? Pinmemberpeterver16-Nov-05 10:40 
GeneralStatus 12029 when running code from client PinsussWegas29-Sep-05 10:24 
GeneralRe: Status 12029 when running code from client PinmemberMitchV14-Feb-06 10:22 
Generalproblem implementing in Pinmembersaggimanoj23-Sep-05 1:41 
GeneralIts really nice article..great job PinmemberSurendra Sambana4-Sep-05 20:16 
QuestionHow to Change Source From Your Site Pinmembereebb224421-Aug-05 23:01 
GeneralMining Google Web Services: Building Applications with the Google API PinsussAnonymous21-Aug-05 21:48 
GeneralGoogle Hacks: 100 Industrial-Strength Tips &amp; Tools PinsussAnonymous14-Aug-05 3:53 
Generalnot able to host the page Pinmemberiomca4u6-Aug-05 19:14 
QuestionSelecting words using the arrow keys? PinsussAnonymous11-Jul-05 4:36 
GeneralUSING ACCESS DATABASE INSTEAD OF SQL Pinmembervcdflow14-Jun-05 16:22 
GeneralRe: USING ACCESS DATABASE INSTEAD OF SQL Pinmemberwahabm8-Aug-06 1:11 
GeneralThe dictionary to use Pinmembersmiling4ever6-Jun-05 5:26 
GeneralDictionary for this article Pinmembersmiling4ever6-Jun-05 2:32 
Generalproblem to retrieve data (please help me) Pinmemberbibipopopopo28-Apr-05 13:23 sample Pinmemberbibipopopopo28-Apr-05 12:18 
GeneralNice Job PinmemberAlamier7919-Apr-05 4:47 
Generalgreat can do more! PinmemberPOMARC14-Apr-05 22:52 
GeneralRe: great can do more! PinmemberLimeyRedneck3-Aug-05 7:41 
GeneralSame as google sugges Pinmemberccheee15-Feb-05 14:44 
GeneralIs it possible to use dll instead of aspx page in URL Pinmemberkarasi11-Feb-05 2:11 
GeneralRe: Is it possible to use dll instead of aspx page in URL PinmemberWiebe Tijsma27-Jun-05 1:12 
GeneralRe: Is it possible to use dll instead of aspx page in URL PinmemberAshwinks15-Dec-05 13:34 
GeneralExcellent article PinsussOmri Spector31-Jan-05 12:34 
GeneralRe: Excellent article PinmemberGavi Narra7-Feb-05 15:24 
QuestionHow about the performance? PinmemberHardy31-Jan-05 6:44 
AnswerRe: How about the performance? PinmemberGavi Narra7-Feb-05 15:24 
GeneralRe: How about the performance? PinmemberWiebe Tijsma27-Jun-05 0:54 
GeneralRe: How about the performance? PinmemberWiebe Tijsma27-Jun-05 1:09 
AnswerRe: How about the performance? Pinmemberpsi_u14-Aug-05 6:55 
AnswerRe: How about the performance? PinmemberSpiff Dog20-Feb-06 15:58 
Generalaspx page returns blanks Pinmemberlibajgl13-Jan-05 11:27 
GeneralVery cool PinmemberMike Ellison5-Jan-05 8:43 
GeneralASP.NET 2.0 Callbacks will ease this implementation PinsussAnonymous5-Jan-05 7:38 
GeneralRe: ASP.NET 2.0 Callbacks will ease this implementation PinmemberGavi Narra5-Jan-05 7:58 
GeneralRe: ASP.NET 2.0 Callbacks will ease this implementation PinmemberThushan Fernando5-Aug-05 17:51 
GeneralFantastic Work PinmemberAlbert Pascual4-Jan-05 14:54 
Generalsql dictionary database link Pinmemberquintonviljoen4-Jan-05 2:04 
GeneralRe: sql dictionary database link PinmemberGavi Narra4-Jan-05 7:42 
GeneralRe: sql dictionary database link Pinmembersmiling4ever6-Jun-05 2:27 
QuestionGoogle Suggest? PinmemberAshley van Gerven28-Dec-04 13:10 
AnswerRe: Google Suggest? PinmemberGavi Narra28-Dec-04 13:24 

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