feat: Accurate symbol navigation with help of AI (OD-2601)

pom.xml

@@ -651,8 +651,8 @@
 		</repository>
 	</repositories>
 	<properties>
-		<commons.version>3.1.0</commons.version>
+		<commons.version>3.1.1</commons.version>
-		<agent.version>2.3.1</agent.version>
+		<agent.version>2.3.2</agent.version>
 		<slf4j.version>2.0.9</slf4j.version>
 		<logback.version>1.4.14</logback.version>
 		<antlr.version>4.7.2</antlr.version>

server-core/src/main/java/io/onedev/server/model/support/AIModelSetting.java

@@ -61,7 +61,7 @@ public class AIModelSetting implements Serializable {
         this.apiKey = apiKey;
     }
 
-    @Editable(order=400)
+    @Editable(order=400, name="Name")
     @ChoiceProvider("getModels")
     @NotEmpty
     public String getName() {

server-core/src/main/java/io/onedev/server/model/support/administration/AISetting.java

@@ -12,30 +12,24 @@ import io.onedev.server.model.support.AIModelSetting;
 public class AISetting implements Serializable {
 
     private static final long serialVersionUID = 1L;
+
+    public static final String PROP_LITE_MODEL_SETTING = "liteModelSetting";
     
-    private AIModelSetting naturalLanguageQueryModelSetting;
+    private AIModelSetting liteModelSetting;
     
-    @Editable(order=100, name="Natural Language Query Model", description=
+    @Editable(order=100)
-        """
-        If specified, one will be able to query issues, pull requests and builds via natural language. Suggested models in terms of performance and cost for this task:
-        <ul>
-            <li>Google/gemini-2.5-flash</li>
-            <li>OpenAI/gpt-4.1-mini</li>
-            <li>Qwen/Qwen-2.5-72B-instruct</li>
-        </ul>
-        """)
     @Nullable
-    public AIModelSetting getNaturalLanguageQueryModelSetting() {
+    public AIModelSetting getLiteModelSetting() {
-        return naturalLanguageQueryModelSetting;
+        return liteModelSetting;
     }
 
-    public void setNaturalLanguageQueryModelSetting(AIModelSetting naturalLanguageQueryModelSetting) {
+    public void setLiteModelSetting(AIModelSetting liteModelSetting) {
-        this.naturalLanguageQueryModelSetting = naturalLanguageQueryModelSetting;
+        this.liteModelSetting = liteModelSetting;
     }
 
     @Nullable
-    public ChatModel getNaturalLanguageQueryModel() {
+    public ChatModel getLiteModel() {
-        return naturalLanguageQueryModelSetting != null ? naturalLanguageQueryModelSetting.getChatModel() : null;
+        return liteModelSetting != null ? liteModelSetting.getChatModel() : null;
     }
 
 }

server-core/src/main/java/io/onedev/server/search/code/hit/QueryHit.java

@@ -2,10 +2,9 @@ package io.onedev.server.search.code.hit;
 
 import java.io.Serializable;
 
-import org.jspecify.annotations.Nullable;
-
 import org.apache.wicket.Component;
 import org.apache.wicket.markup.html.image.Image;
+import org.jspecify.annotations.Nullable;
 
 import io.onedev.commons.utils.PlanarRange;
 

server-core/src/main/java/io/onedev/server/web/behavior/BuildQueryBehavior.java

@@ -258,16 +258,16 @@ public class BuildQueryBehavior extends ANTLRAssistBehavior {
 				}
 			}
 		} 
-		if (getSettingService().getAISetting().getNaturalLanguageQueryModelSetting() == null)
+		if (getSettingService().getAISetting().getLiteModelSetting() == null)
-			hints.add(_T("Set up AI to use natural language query"));
+			hints.add(_T("<a href='/~administration/settings/lite-ai-model' target='_blank'>Set up AI</a> to use natural language query"));
 		return hints;
 	}
 
 	@Override
 	protected NaturalLanguageTranslator getNaturalLanguageTranslator() {
-		var naturalLanguageQueryModel = getSettingService().getAISetting().getNaturalLanguageQueryModel();
+		var liteModel = getSettingService().getAISetting().getLiteModel();
-		if (naturalLanguageQueryModel != null) {
+		if (liteModel != null) {
-			return new NaturalLanguageTranslator(naturalLanguageQueryModel) {
+			return new NaturalLanguageTranslator(liteModel) {
 				
 				@Override
 				public String getQueryDescription() {

server-core/src/main/java/io/onedev/server/web/behavior/IssueQueryBehavior.java

@@ -432,8 +432,8 @@ public class IssueQueryBehavior extends ANTLRAssistBehavior {
 				}
 			}
 		} 
-		if (getSettingService().getAISetting().getNaturalLanguageQueryModelSetting() == null)
+		if (getSettingService().getAISetting().getLiteModelSetting() == null)
-			hints.add(_T("Set up AI to use natural language query"));
+			hints.add(_T("<a href='/~administration/settings/lite-ai-model' target='_blank'>Set up AI</a> to use natural language query</a>"));
 		return hints;
 	}
 	
@@ -444,9 +444,9 @@ public class IssueQueryBehavior extends ANTLRAssistBehavior {
 	
 	@Override
 	protected NaturalLanguageTranslator getNaturalLanguageTranslator() {
-		var naturalLanguageQueryModel = getSettingService().getAISetting().getNaturalLanguageQueryModel();
+		var liteModel = getSettingService().getAISetting().getLiteModel();
-		if (naturalLanguageQueryModel != null) {
+		if (liteModel != null) {
-			return new NaturalLanguageTranslator(naturalLanguageQueryModel) {
+			return new NaturalLanguageTranslator(liteModel) {
 				
 				@Override
 				public String getQueryDescription() {

server-core/src/main/java/io/onedev/server/web/behavior/PullRequestQueryBehavior.java

@@ -263,8 +263,8 @@ public class PullRequestQueryBehavior extends ANTLRAssistBehavior {
 				}
 			}
 		} 
-		if (getSettingService().getAISetting().getNaturalLanguageQueryModelSetting() == null)
+		if (getSettingService().getAISetting().getLiteModelSetting() == null)
-			hints.add(_T("Set up AI to use natural language query"));
+			hints.add(_T("<a href='/~administration/settings/lite-ai-model' target='_blank'>Set up AI</a> to use natural language query</a>"));
 		return hints;
 	}
 
@@ -276,9 +276,9 @@ public class PullRequestQueryBehavior extends ANTLRAssistBehavior {
 	
 	@Override
 	protected NaturalLanguageTranslator getNaturalLanguageTranslator() {
-		var naturalLanguageQueryModel = getSettingService().getAISetting().getNaturalLanguageQueryModel();
+		var liteModel = getSettingService().getAISetting().getLiteModel();
-		if (naturalLanguageQueryModel != null) {
+		if (liteModel != null) {
-			return new NaturalLanguageTranslator(naturalLanguageQueryModel) {
+			return new NaturalLanguageTranslator(liteModel) {
 				
 				@Override
 				public String getQueryDescription() {

server-core/src/main/java/io/onedev/server/web/behavior/inputassist/InputAssistBehavior.java

@@ -127,7 +127,7 @@ public abstract class InputAssistBehavior extends AbstractPostAjaxBehavior {
 			String toTranslate = params.getParameterValue("input").toString();
 			String translated;
 			try {
-				translated = Preconditions.checkNotNull(getNaturalLanguageTranslator()).translate(toTranslate);
+				translated = getNaturalLanguageTranslator().translate(toTranslate);
 			} catch (Exception e) {
 				translated = toTranslate;
 				var explicitException = ExceptionUtils.find(e, ExplicitException.class);

server-core/src/main/java/io/onedev/server/web/component/diff/blob/text/BlobTextDiffPanel.java

@@ -14,8 +14,6 @@ import java.util.LinkedHashMap;
 import java.util.List;
 import java.util.Map;
 
-import org.jspecify.annotations.Nullable;
-
 import org.apache.wicket.Component;
 import org.apache.wicket.ajax.AjaxRequestTarget;
 import org.apache.wicket.behavior.AttributeAppender;
@@ -32,6 +30,7 @@ import org.apache.wicket.request.IRequestParameters;
 import org.apache.wicket.request.cycle.RequestCycle;
 import org.apache.wicket.request.mapper.parameter.PageParameters;
 import org.eclipse.jgit.diff.DiffEntry.ChangeType;
+import org.jspecify.annotations.Nullable;
 import org.unbescape.html.HtmlEscape;
 
 import com.fasterxml.jackson.core.JsonProcessingException;
@@ -43,7 +42,6 @@ import io.onedev.commons.utils.LinearRange;
 import io.onedev.commons.utils.StringUtils;
 import io.onedev.server.OneDev;
 import io.onedev.server.codequality.CodeProblem;
-import io.onedev.server.service.CodeCommentService;
 import io.onedev.server.git.BlameBlock;
 import io.onedev.server.git.BlameCommit;
 import io.onedev.server.git.BlobChange;
@@ -54,6 +52,7 @@ import io.onedev.server.model.Project;
 import io.onedev.server.model.PullRequest;
 import io.onedev.server.search.code.hit.QueryHit;
 import io.onedev.server.security.SecurityUtils;
+import io.onedev.server.service.CodeCommentService;
 import io.onedev.server.util.DateUtils;
 import io.onedev.server.util.Pair;
 import io.onedev.server.util.diff.DiffBlock;
@@ -66,6 +65,7 @@ import io.onedev.server.web.behavior.blamemessage.BlameMessageBehavior;
 import io.onedev.server.web.component.diff.blob.BlobAnnotationSupport;
 import io.onedev.server.web.component.diff.revision.DiffViewMode;
 import io.onedev.server.web.component.svg.SpriteImage;
+import io.onedev.server.web.component.symboltooltip.SymbolContext;
 import io.onedev.server.web.component.symboltooltip.SymbolTooltipPanel;
 import io.onedev.server.web.page.base.BasePage;
 import io.onedev.server.web.page.project.blob.ProjectBlobPage;
@@ -352,7 +352,62 @@ public class BlobTextDiffPanel extends Panel {
 			protected Project getProject() {
 				return change.getProject();
 			}
-			
+
+			@Override
+			protected String getSymbolPositionCalcFunction() {
+				return 
+					"""
+					function(symbolEl) {
+						var $td = $(symbolEl).closest('td.content');
+						if ($td.hasClass('old'))
+							return 'old:' + $td.data('old');
+						else
+							return 'new:' + $td.data('new');
+					}""";
+			}
+
+			@Override
+			protected SymbolContext getSymbolContext(String symbolPosition, int beforeContextSize, 
+					int afterContextSize, int atStartContextSize) {
+				String[] parts = symbolPosition.split(":");
+				boolean isNew = parts[0].equals("new");
+				int lineNo = Integer.parseInt(parts[1]);
+				
+				List<String> lines;
+				String path;
+				if (isNew) {
+					lines = change.getNewText().getLines();
+					path = change.getNewBlobIdent().path;
+				} else {
+					lines = change.getOldText().getLines();
+					path = change.getOldBlobIdent().path;
+				}
+				
+				List<String> linesBefore = new ArrayList<>();
+				List<String> linesAfter = new ArrayList<>();
+				String symbolLine = lines.get(lineNo);
+				
+				for (int i = Math.max(0, lineNo - beforeContextSize); i < lineNo; i++) {
+					linesBefore.add(lines.get(i));
+				}
+				for (int i = lineNo + 1; i <= Math.min(lineNo + afterContextSize, lines.size() - 1); i++) {
+					linesAfter.add(lines.get(i));
+				}
+				
+				List<String> linesAtStart = new ArrayList<>();
+				for (int i = 0; i < Math.min(atStartContextSize, lines.size()); i++) {
+					linesAtStart.add(lines.get(i));
+				}
+				
+				return new SymbolContext(
+					path,
+					symbolLine,
+					linesBefore,
+					linesAfter,
+					linesAtStart
+				);
+			}
+						
 		};
 		add(symbolTooltip);
 		

server-core/src/main/java/io/onedev/server/web/component/symboltooltip/SymbolContext.java

@@ -0,0 +1,49 @@
+package io.onedev.server.web.component.symboltooltip;
+
+import java.io.Serializable;
+import java.util.List;
+
+public class SymbolContext implements Serializable {
+
+	private static final long serialVersionUID = 1L;
+
+	private final String blobPath;
+
+	private final String symbolLine;
+
+	private final List<String> linesBeforeSymbolLine;
+
+	private final List<String> linesAfterSymbolLine;
+
+	private final List<String> linesAtStart;
+
+	public SymbolContext(String fileName, String symbolLine, 
+            List<String> linesBeforeSymbolLine, List<String> linesAfterSymbolLine, List<String> linesAtStart) {
+		this.blobPath = fileName;
+		this.symbolLine = symbolLine;
+		this.linesBeforeSymbolLine = linesBeforeSymbolLine;
+		this.linesAfterSymbolLine = linesAfterSymbolLine;
+		this.linesAtStart = linesAtStart;
+	}
+
+	public String getBlobPath() {
+		return blobPath;
+	}
+
+	public String getSymbolLine() {
+		return symbolLine;
+	}
+
+	public List<String> getLinesBeforeSymbolLine() {
+		return linesBeforeSymbolLine;
+	}
+
+	public List<String> getLinesAfterSymbolLine() {
+		return linesAfterSymbolLine;
+	}
+
+	public List<String> getLinesAtStart() {
+		return linesAtStart;
+	}
+
+}

server-core/src/main/java/io/onedev/server/web/component/symboltooltip/SymbolTooltipPanel.html

@@ -1,9 +1,13 @@
 <wicket:panel>
 	<div wicket:id="content">
-		<wicket:enclosure child="declarations">
+		<wicket:enclosure child="definitions">
-		<div class="mb-2"><b>Possible declarations</b></div>
+		<div class="mb-2"><b><wicket:t>Possible definitions</wicket:t></b></div>
-		<ul class="declarations list-unstyled">
+		<div wicket:id="definitionInferHint" class="mb-2 hint">
-			<li wicket:id="declarations">
+			<wicket:svg href="bulb" class="icon icon-sm"/><wicket:t><a href="/~administration/settings/lite-ai-model" target="_blank">Set up AI</a> to mark the most probable</wicket:t>
+		</div>
+		<ul class="definitions list-unstyled">
+			<li wicket:id="definitions">				
+				<span class="most-probable-indicator"><wicket:svg href="tick" class="icon icon-sm"/></span>
 				<img wicket:id="icon">
 				<a wicket:id="delegateLink"></a>
 				<a wicket:id="link">
@@ -18,7 +22,7 @@
 		</ul>
 		</wicket:enclosure>
 		<div>
-			<a wicket:id="findOccurrences" class="find-occurrences"><b>All occurrences</b></a>
+			<a wicket:id="findOccurrences" class="find-occurrences"><b><wicket:t>All occurrences</wicket:t></b></a>
 		</div>
 	</div>
 </wicket:panel>

server-core/src/main/java/io/onedev/server/web/component/symboltooltip/SymbolTooltipPanel.java

@@ -1,26 +1,15 @@
 package io.onedev.server.web.component.symboltooltip;
 
-import io.onedev.commons.jsymbol.Symbol;
+import static org.apache.wicket.ajax.attributes.CallbackParameter.explicit;
-import io.onedev.server.OneDev;
+
-import io.onedev.server.service.SettingService;
+import java.util.ArrayList;
-import io.onedev.server.git.Blob;
+import java.util.List;
-import io.onedev.server.git.BlobIdent;
+
-import io.onedev.server.model.Project;
+import javax.inject.Inject;
-import io.onedev.server.search.code.CodeSearchService;
+
-import io.onedev.server.search.code.IndexConstants;
-import io.onedev.server.search.code.hit.QueryHit;
-import io.onedev.server.search.code.hit.SymbolHit;
-import io.onedev.server.search.code.query.BlobQuery;
-import io.onedev.server.search.code.query.SymbolQuery;
-import io.onedev.server.search.code.query.TextQuery;
-import io.onedev.server.web.behavior.AbstractPostAjaxBehavior;
-import io.onedev.server.web.behavior.CtrlClickBehavior;
-import io.onedev.server.web.behavior.RunTaskBehavior;
-import io.onedev.server.web.component.link.ViewStateAwareAjaxLink;
-import io.onedev.server.web.page.project.blob.ProjectBlobPage;
-import io.onedev.server.web.page.project.blob.render.BlobRenderer;
 import org.apache.commons.lang.StringUtils;
 import org.apache.wicket.Component;
+import org.apache.wicket.Session;
 import org.apache.wicket.ajax.AjaxRequestTarget;
 import org.apache.wicket.ajax.markup.html.AjaxLink;
 import org.apache.wicket.behavior.AttributeAppender;
@@ -39,22 +28,64 @@ import org.apache.wicket.request.cycle.RequestCycle;
 import org.apache.wicket.request.mapper.parameter.PageParameters;
 import org.eclipse.jgit.lib.FileMode;
 import org.eclipse.jgit.lib.ObjectId;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 
-import java.util.ArrayList;
+import com.fasterxml.jackson.annotation.JsonIgnoreType;
-import java.util.List;
+import com.fasterxml.jackson.databind.ObjectMapper;
 
-import static org.apache.wicket.ajax.attributes.CallbackParameter.explicit;
+import dev.langchain4j.data.message.SystemMessage;
+import dev.langchain4j.data.message.UserMessage;
+import io.onedev.commons.jsymbol.Symbol;
+import io.onedev.commons.utils.LinearRange;
+import io.onedev.commons.utils.PlanarRange;
+import io.onedev.server.git.Blob;
+import io.onedev.server.git.BlobIdent;
+import io.onedev.server.model.Project;
+import io.onedev.server.search.code.CodeSearchService;
+import io.onedev.server.search.code.IndexConstants;
+import io.onedev.server.search.code.hit.QueryHit;
+import io.onedev.server.search.code.hit.SymbolHit;
+import io.onedev.server.search.code.query.BlobQuery;
+import io.onedev.server.search.code.query.SymbolQuery;
+import io.onedev.server.search.code.query.TextQuery;
+import io.onedev.server.service.SettingService;
+import io.onedev.server.web.behavior.AbstractPostAjaxBehavior;
+import io.onedev.server.web.behavior.CtrlClickBehavior;
+import io.onedev.server.web.behavior.RunTaskBehavior;
+import io.onedev.server.web.component.link.ViewStateAwareAjaxLink;
+import io.onedev.server.web.page.project.blob.ProjectBlobPage;
+import io.onedev.server.web.page.project.blob.render.BlobRenderer;
 
 public abstract class SymbolTooltipPanel extends Panel {
 
 	private static final int QUERY_ENTRIES = 20;
+
+	private static final int BEFORE_CONTEXT_SIZE = 5;
+
+	private static final int AFTER_CONTEXT_SIZE = 5;
+
+	private static final int AT_START_CONTEXT_SIZE = 200;
+
+	private static final Logger logger = LoggerFactory.getLogger(SymbolTooltipPanel.class);
 	
 	private String revision = "";
 	
 	private String symbolName = "";
+
+	private String symbolPosition = "";
 	
 	private List<QueryHit> symbolHits = new ArrayList<>();
 	
+	@Inject
+	private CodeSearchService searchService;
+
+	@Inject
+	private SettingService settingService;
+
+	@Inject
+	private ObjectMapper objectMapper;
+
 	public SymbolTooltipPanel(String id) {
 		super(id);
 	}
@@ -69,7 +100,7 @@ public abstract class SymbolTooltipPanel extends Panel {
 		content.setOutputMarkupId(true);
 		add(content);
 		
-		content.add(new ListView<QueryHit>("declarations", new AbstractReadOnlyModel<>() {
+		content.add(new ListView<QueryHit>("definitions", new AbstractReadOnlyModel<>() {
 
 			@Override
 			public List<QueryHit> getObject() {
@@ -80,7 +111,7 @@ public abstract class SymbolTooltipPanel extends Panel {
 
 			@Override
 			protected void populateItem(ListItem<QueryHit> item) {
-				final QueryHit hit = item.getModelObject();
+				var hit = item.getModelObject();
 				item.add(hit.renderIcon("icon"));
 				
 				AjaxLink<Void> delegateLink = new ViewStateAwareAjaxLink<Void>("delegateLink") {
@@ -105,6 +136,7 @@ public abstract class SymbolTooltipPanel extends Panel {
 				link.add(new Label("scope", hit.getNamespace()).setVisible(hit.getNamespace()!=null));
 				
 				item.add(link);
+				item.setOutputMarkupId(true);
 			}
 
 			@Override
@@ -113,6 +145,15 @@ public abstract class SymbolTooltipPanel extends Panel {
 				setVisible(!symbolHits.isEmpty());
 			}
 			
+		});
+		content.add(new WebMarkupContainer("definitionInferHint") {
+
+			@Override
+			protected void onConfigure() {
+				super.onConfigure();
+				setVisible(settingService.getAISetting().getLiteModelSetting() == null && symbolHits.size() > 1);
+			}
+
 		});
 		
 		content.add(new ViewStateAwareAjaxLink<Void>("findOccurrences") {
@@ -144,14 +185,12 @@ public abstract class SymbolTooltipPanel extends Panel {
 						List<QueryHit> hits;						
 						// do this check to avoid TooGeneralQueryException
 						if (symbolName.length() >= IndexConstants.NGRAM_SIZE) {
-							int maxQueryEntries = OneDev.getInstance(SettingService.class)
+							int maxQueryEntries = settingService.getPerformanceSetting().getMaxCodeSearchEntries();
-									.getPerformanceSetting().getMaxCodeSearchEntries();
 							var query = new TextQuery.Builder(symbolName)
 									.wholeWord(true)
 									.caseSensitive(true)
 									.count(maxQueryEntries)
 									.build();
-							CodeSearchService searchService = OneDev.getInstance(CodeSearchService.class);
 							ObjectId commit = getProject().getRevCommit(revision, true);
 							hits = searchService.search(getProject(), commit, query);
 						} else {
@@ -178,83 +217,147 @@ public abstract class SymbolTooltipPanel extends Panel {
 			}
 
 		});
+		
+		var definitionInferBehavior = new AbstractPostAjaxBehavior() {
+
+			@Override
+			protected void respond(AjaxRequestTarget target) {
+			}
+			
+		};
+		add(definitionInferBehavior);
 
 		add(new AbstractPostAjaxBehavior() {
 
 			@Override
 			protected void respond(AjaxRequestTarget target) {
 				IRequestParameters params = RequestCycle.get().getRequest().getPostParameters();
-				revision = params.getParameterValue("revision").toString();
+				var action = params.getParameterValue("action").toString();
-				symbolName = params.getParameterValue("symbol").toString();
+				if (action.equals("query")) {
+					revision = params.getParameterValue("revision").toString();
+					symbolName = params.getParameterValue("symbolName").toString();
+					symbolPosition = params.getParameterValue("symbolPosition").toString();
 
-				if (symbolName.startsWith("#include")) { 
+					if (symbolName.startsWith("#include")) { 
-					// handle c/c++ include directive as CodeMirror return the whole line as a meta  
+						// handle c/c++ include directive as CodeMirror return the whole line as a meta  
-					symbolName = symbolName.substring("#include".length()).trim();
+						symbolName = symbolName.substring("#include".length()).trim();
-				}
+					}
 
-				String charsToStrip = "@#'\"./\\";
+					String charsToStrip = "@#'\"./\\";
-				symbolName = StringUtils.stripEnd(StringUtils.stripStart(symbolName, charsToStrip), charsToStrip);
+					symbolName = StringUtils.stripEnd(StringUtils.stripStart(symbolName, charsToStrip), charsToStrip);
-				symbolHits.clear();
+					symbolHits.clear();
-				
-				// do this check to avoid TooGeneralQueryException
-				if (symbolName.length() != 0 && symbolName.indexOf('?') == -1 && symbolName.indexOf('*') == -1) {
-					BlobIdent blobIdent = new BlobIdent(revision, getBlobPath(), FileMode.TYPE_FILE);
-					Blob blob = getProject().getBlob(blobIdent, true);
 					
-					if (symbolHits.size() < QUERY_ENTRIES) {
+					// do this check to avoid TooGeneralQueryException
-						// first find in current file for matched symbols
+					if (symbolName.length() != 0 && symbolName.indexOf('?') == -1 && symbolName.indexOf('*') == -1) {
-						List<Symbol> symbols = OneDev.getInstance(CodeSearchService.class).getSymbols(getProject(),
+						BlobIdent blobIdent = new BlobIdent(revision, getBlobPath(), FileMode.TYPE_FILE);
-								blob.getBlobId(), getBlobPath());
+						Blob blob = getProject().getBlob(blobIdent, true);
-						if (symbols != null) {
+						
-							for (Symbol symbol: symbols) {
+						if (symbolHits.size() < QUERY_ENTRIES) {
-								if (symbolHits.size() < QUERY_ENTRIES 
+							// first find in current file for matched symbols
-										&& symbol.isSearchable() 
+							List<Symbol> symbols = searchService.getSymbols(getProject(),
-										&& symbolName.equals(symbol.getName()) 
+									blob.getBlobId(), getBlobPath());
-										&& symbol.isPrimary()) {
+							if (symbols != null) {
-									symbolHits.add(new SymbolHit(getBlobPath(), symbol, null));
+								for (Symbol symbol: symbols) {
+									if (symbolHits.size() < QUERY_ENTRIES 
+											&& symbol.isSearchable() 
+											&& symbolName.equals(symbol.getName()) 
+											&& symbol.isPrimary()) {
+										symbolHits.add(new SymbolHit(getBlobPath(), symbol, null));
+									}
+								}
+								for (Symbol symbol: symbols) {
+									if (symbolHits.size() < QUERY_ENTRIES 
+											&& symbol.isSearchable() 
+											&& symbolName.equals(symbol.getName())
+											&& !symbol.isPrimary()) {
+										symbolHits.add(new SymbolHit(getBlobPath(), symbol, null));
+									}
 								}
 							}
-							for (Symbol symbol: symbols) {
+						}					
-								if (symbolHits.size() < QUERY_ENTRIES 
+						
-										&& symbol.isSearchable() 
+						if (symbolHits.size() < QUERY_ENTRIES) {
-										&& symbolName.equals(symbol.getName())
+							// then find in other files for public symbols
-										&& !symbol.isPrimary()) {
+							ObjectId commit = getProject().getRevCommit(revision, true);
-									symbolHits.add(new SymbolHit(getBlobPath(), symbol, null));
+							BlobQuery query;
-								}
+							if (symbolHits.size() < QUERY_ENTRIES) {
+								query = new SymbolQuery.Builder(symbolName)
+										.caseSensitive(true)
+										.excludeBlobPath(blobIdent.path)
+										.primary(true)
+										.local(false)
+										.count(QUERY_ENTRIES)
+										.build();
+								symbolHits.addAll(searchService.search(getProject(), commit, query));
+							}							
+							if (symbolHits.size() < QUERY_ENTRIES) {
+								query = new SymbolQuery.Builder(symbolName)
+										.caseSensitive(true)
+										.excludeBlobPath(blobIdent.path)
+										.primary(false)
+										.local(false)
+										.count(QUERY_ENTRIES - symbolHits.size())
+										.build();
+								symbolHits.addAll(searchService.search(getProject(), commit, query));
 							}
+						}					
+					}
+
+					target.add(content);
+
+					CharSequence callback;
+					if (settingService.getAISetting().getLiteModelSetting() != null && symbolHits.size() > 1)
+						callback = getCallbackFunction(explicit("action"));
+					else 
+						callback = "undefined";
+					String script = String.format("onedev.server.symboltooltip.doneQuery('%s', %s);", 
+						content.getMarkupId(), callback);
+					target.appendJavaScript(script);
+				} else {
+					var liteModel = settingService.getAISetting().getLiteModel();
+					try {
+						ObjectMapper mapperCopy = objectMapper.copy();
+						mapperCopy.addMixIn(PlanarRange.class, IgnorePlanarRangeMixin.class);
+						mapperCopy.addMixIn(LinearRange.class, IgnoreLinearRangeMixin.class);
+						var jsonOfSymbolHits = mapperCopy.writeValueAsString(symbolHits);
+						var symbolContext = getSymbolContext(symbolPosition, BEFORE_CONTEXT_SIZE, 
+								AFTER_CONTEXT_SIZE, AT_START_CONTEXT_SIZE);
+						var jsonOfSymbolContext = mapperCopy.writeValueAsString(symbolContext);
+						var systemMessage = new SystemMessage("""
+								You are familiar with various programming languages. Given a symbol name, a json object of 
+								symbol context, and a json array of possible symbol definitions, please determine the most 
+								likely symbol definition and return its index in the array. Symbol definition may contain 
+								parent symbol, and this is where the symbol is defined inside (namespace, package etc). 
+								The @type property in symbol definition means category/kind of the symbol (type, method, 
+								variable etc).
+
+								IMPORTANT: only return index of the definition, no other text or comments.
+								""");
+
+						var userMessage = new UserMessage(String.format("""
+								Symbol name: 
+								%s
+
+								Symbol context json: 
+								%s
+
+								Possible symbol definitions json:
+								%s
+								""", symbolName, jsonOfSymbolContext, jsonOfSymbolHits));
+						var lineNo = Integer.parseInt(liteModel.chat(systemMessage, userMessage).aiMessage().text());
+						if (lineNo >= 0 && lineNo < symbolHits.size()) {
+							@SuppressWarnings("unchecked")
+							ListView<QueryHit> definitionsView = (ListView<QueryHit>) content.get("definitions");							
+							@SuppressWarnings("deprecation")
+							var script = String.format("onedev.server.symboltooltip.doneInfer('%s');", 
+									definitionsView.get(lineNo).getMarkupId());
+							target.appendJavaScript(script);
 						}
-					}					
+					} catch (Exception e) {
-					
+						logger.error("Error inferring most likely symbol definition", e);
-					if (symbolHits.size() < QUERY_ENTRIES) {
+						Session.get().error("Error inferring most likely symbol definition, check server log for details");
-						// then find in other files for public symbols
-						CodeSearchService searchService = OneDev.getInstance(CodeSearchService.class);
-						ObjectId commit = getProject().getRevCommit(revision, true);
-						BlobQuery query;
-						if (symbolHits.size() < QUERY_ENTRIES) {
-							query = new SymbolQuery.Builder(symbolName)
-									.caseSensitive(true)
-									.excludeBlobPath(blobIdent.path)
-									.primary(true)
-									.local(false)
-									.count(QUERY_ENTRIES)
-									.build();
-							symbolHits.addAll(searchService.search(getProject(), commit, query));
-						}							
-						if (symbolHits.size() < QUERY_ENTRIES) {
-							query = new SymbolQuery.Builder(symbolName)
-									.caseSensitive(true)
-									.excludeBlobPath(blobIdent.path)
-									.primary(false)
-									.local(false)
-									.count(QUERY_ENTRIES - symbolHits.size())
-									.build();
-							symbolHits.addAll(searchService.search(getProject(), commit, query));
-						}
 					}					
 				}
-				target.add(content);
-				String script = String.format("onedev.server.symboltooltip.doneQuery('%s');", content.getMarkupId());
-				target.appendJavaScript(script);
 			}
 
 			@Override
@@ -263,8 +366,10 @@ public abstract class SymbolTooltipPanel extends Panel {
 				
 				response.render(JavaScriptHeaderItem.forReference(new SymbolTooltipResourceReference()));
 				
-				String script = String.format("onedev.server.symboltooltip.init('%s', %s);", 
+				var callback = getCallbackFunction(explicit("action"), explicit("revision"), 
-						getMarkupId(), getCallbackFunction(explicit("revision"), explicit("symbol")));
+						explicit("symbolName"), explicit("symbolPosition"));
+				String script = String.format("onedev.server.symboltooltip.init('%s', %s, %s);", 
+						getMarkupId(), callback, getSymbolPositionCalcFunction());
 				response.render(OnDomReadyHeaderItem.forScript(script));
 			}
 
@@ -302,5 +407,18 @@ public abstract class SymbolTooltipPanel extends Panel {
 	protected abstract void onSelect(AjaxRequestTarget target, QueryHit hit);
 
 	protected abstract void onOccurrencesQueried(AjaxRequestTarget target, List<QueryHit> hits);
-	
+
+	protected abstract String getSymbolPositionCalcFunction();
+
+	protected abstract SymbolContext getSymbolContext(String symbolPosition, int beforeContextSize, 
+			int afterContextSize, int atStartContextSize);
+
 }
+
+@JsonIgnoreType
+interface IgnorePlanarRangeMixin {
+}
+
+@JsonIgnoreType
+interface IgnoreLinearRangeMixin {
+}

server-core/src/main/java/io/onedev/server/web/component/symboltooltip/symbol-tooltip.css

@@ -9,6 +9,10 @@
     box-shadow: 0px 0px 8px 0px rgba(0,0,0,0.1);
 	max-width: 720px;
 }
+.symbol-tooltip .hint {
+	font-size: 11px;
+	opacity: 0.7;
+}
 .dark-mode .symbol-tooltip {
 	background-color: var(--dark-mode-light-info); 
 	color: var(--info);
@@ -21,15 +25,28 @@
 	color: #0073e9;
 }
 
-.symbol-tooltip ul.declarations li {
+.symbol-tooltip .definition-inferring-indicator img {
+	width: 14px;
+	height: 14px;
+}
+.symbol-tooltip .definitions.no-definition-infer>li .most-probable-indicator {
+	display: none;
+}
+.symbol-tooltip .definitions>li .most-probable-indicator {
+	visibility: hidden;
+}
+.symbol-tooltip .definitions>li.most-probable .most-probable-indicator {
+	visibility: visible;
+}
+.symbol-tooltip ul.definitions li {
 	vertical-align: top; 
 	padding: 2px 4px; 
 	white-space: nowrap;
 }
-.symbol-tooltip ul.declarations .scope {
+.symbol-tooltip ul.definitions .scope {
 	color: var(--gray);
 }
-.dark-mode .symbol-tooltip ul.declarations .scope {
+.dark-mode .symbol-tooltip ul.definitions .scope {
 	color: var(--dark-mode-gray);
 }
 .symbol-tooltip a.find-occurrences[disabled] {

server-core/src/main/java/io/onedev/server/web/component/symboltooltip/symbol-tooltip.js

@@ -1,5 +1,5 @@
 onedev.server.symboltooltip = {
-	init: function(containerId, queryCallback) {
+	init: function(containerId, callback, symbolPositionCalcFunction) {
 		var container = document.getElementById(containerId);
 		
 		var showTimer;
@@ -69,21 +69,41 @@ onedev.server.symboltooltip = {
 				});
 
 				$tooltip.data("alignment", {placement: {x: 0, y:0, offset:2, targetX: 0, targetY: 100}, target: {element: symbolEl}});
-				$tooltip.align($tooltip.data("alignment"));
+				$tooltip.align($tooltip.data("alignment"));				
-
+				callback("query", revision, $symbol.text(), symbolPositionCalcFunction($symbol[0]));
-				queryCallback(revision, $symbol.text());
 				
 				showTimer = null;
 			}, 500);
 		};
 	},
-	doneQuery: function(contentId) {
+	doneQuery: function(contentId, callback) {
 		var $content = $("#" + contentId);
 		var $container = $content.parent();
 		var $tooltip = $("#" + $container.attr("id") + "-symbol-tooltip");
 		$tooltip.removeClass("d-none");
-		if ($tooltip.length != 0) 
+		var $definitions = $content.children(".definitions");
+		if (callback) {
+			var $indicator;
+			if (onedev.server.isDarkMode())
+				$indicator = $('<div class="definition-inferring-indicator mb-2 ajax-loading-indicator"><img src="/~img/dark-ajax-indicator.gif"/> <wicket:t>Inferring the most probable...</wicket:t></div>');
+			else
+				$indicator = $('<div class="definition-inferring-indicator mb-2 ajax-loading-indicator"><img src="/~img/ajax-indicator.gif"/> <wicket:t>Inferring the most probable...</wicket:t></div>');
+			$indicator.insertBefore($definitions);
+			callback("infer");
+		} else {
+			$definitions.addClass("no-definition-infer");
+		}
+		if ($tooltip.length != 0) {
 			$tooltip.html($content.children()).align($tooltip.data("alignment"));
+		}
+	},
+
+	doneInfer: function(definitionId) {
+		var $definition = $("#" + definitionId);
+		$definition.addClass("most-probable");
+		var $tooltip = $definition.closest(".symbol-tooltip");
+		$tooltip.find(".definition-inferring-indicator").remove();
+		$tooltip.align($tooltip.data("alignment"));
 	},
 	
 	// this is public API which can be called from other components using this component

server-core/src/main/java/io/onedev/server/web/mapper/BaseUrlMapper.java

@@ -8,7 +8,7 @@ import org.apache.wicket.request.mapper.CompoundRequestMapper;
 
 import io.onedev.commons.utils.ExplicitException;
 import io.onedev.server.web.asset.icon.IconScope;
-import io.onedev.server.web.page.admin.aisetting.AISettingPage;
+import io.onedev.server.web.page.admin.aisetting.LiteModelPage;
 import io.onedev.server.web.page.admin.alertsettings.AlertSettingPage;
 import io.onedev.server.web.page.admin.authenticator.AuthenticatorPage;
 import io.onedev.server.web.page.admin.brandingsetting.BrandingSettingPage;
@@ -347,7 +347,7 @@ public class BaseUrlMapper extends CompoundRequestMapper {
 		add(new BasePageMapper("~administration/labels", LabelManagementPage.class));
 		add(new BasePageMapper("~administration/settings/alert", AlertSettingPage.class));
 		add(new BasePageMapper("~administration/settings/performance", PerformanceSettingPage.class));
-		add(new BasePageMapper("~administration/settings/ai", AISettingPage.class));
+		add(new BasePageMapper("~administration/settings/lite-ai-model", LiteModelPage.class));
 		add(new BasePageMapper("~administration/settings/backup", DatabaseBackupPage.class));
 		add(new BasePageMapper("~administration/settings/authenticator", AuthenticatorPage.class));
 		add(new BasePageMapper("~administration/settings/sso-providers", SsoProviderListPage.class));

server-core/src/main/java/io/onedev/server/web/page/admin/aisetting/AISettingPage.html

@@ -1,10 +0,0 @@
-<wicket:extend>
-	<div class="card">
-		<div class="card-body">
-			<form wicket:id="form" class="leave-confirm">
-				<div wicket:id="editor" class="mb-4"></div>
-				<input type="submit" class="btn btn-primary dirty-aware" t:value="Save Settings">
-			</form>
-		</div>
-	</div>
-</wicket:extend>

server-core/src/main/java/io/onedev/server/web/page/admin/aisetting/LiteModelPage.html

@@ -0,0 +1,21 @@
+<wicket:extend>
+	<div class="card">
+		<div class="card-body">
+			<div class="alert alert-notice alert-light">
+				This model will be used to perform lite tasks including:
+				<ul class="mb-0">
+					<li>Query issues, builds, and pull requests with natural language</li>
+					<li>Mark the most probable symbol definition in symbol navigation</li>
+				</ul>
+				It should be fast and cost-effective. Some suggested models:
+				<code>Google/gemini-2.5-flash</code>,
+				<code>OpenAI/gpt-4.1-mini</code>,
+				<code>Qwen/Qwen-2.5-72B-instruct</code>
+			</div>
+			<form wicket:id="form" class="leave-confirm">
+				<div wicket:id="editor" class="mb-4"></div>
+				<input type="submit" class="btn btn-primary dirty-aware" t:value="Save Settings">
+			</form>
+		</div>
+	</div>
+</wicket:extend>

server-core/src/main/java/io/onedev/server/web/page/admin/aisetting/LiteModelPage.java

@@ -12,15 +12,15 @@ import org.apache.wicket.request.mapper.parameter.PageParameters;
 import io.onedev.server.data.migration.VersionedXmlDoc;
 import io.onedev.server.model.support.administration.AISetting;
 import io.onedev.server.service.SettingService;
-import io.onedev.server.web.editable.BeanContext;
+import io.onedev.server.web.editable.PropertyContext;
 import io.onedev.server.web.page.admin.AdministrationPage;
 
-public class AISettingPage extends AdministrationPage {
+public class LiteModelPage extends AdministrationPage {
 
 	@Inject
 	private SettingService settingService;
 
-	public AISettingPage(PageParameters params) {
+	public LiteModelPage(PageParameters params) {
 		super(params);
 	}
 
@@ -39,20 +39,20 @@ public class AISettingPage extends AdministrationPage {
 				var newAuditContent = VersionedXmlDoc.fromBean(aiSetting).toXML();
 				settingService.saveAISetting(aiSetting);
 				auditService.audit(null, "changed AI settings", oldAuditContent, newAuditContent);				
-				getSession().success(_T("AI settings have been saved"));
+				getSession().success(_T("Lite AI model settings have been saved"));
 				
-				setResponsePage(AISettingPage.class);
+				setResponsePage(LiteModelPage.class);
 			}
 			
 		};
-		form.add(BeanContext.edit("editor", aiSetting));
+		form.add(PropertyContext.edit("editor", aiSetting, AISetting.PROP_LITE_MODEL_SETTING));
 		
 		add(form);
 	}
 
 	@Override
 	protected Component newTopbarTitle(String componentId) {
-		return new Label(componentId, _T("AI Settings"));
+		return new Label(componentId, _T("Lite AI Model"));
 	}
 
 }

server-core/src/main/java/io/onedev/server/web/page/layout/LayoutPage.java

@@ -91,7 +91,7 @@ import io.onedev.server.web.component.svg.SpriteImage;
 import io.onedev.server.web.component.user.UserAvatar;
 import io.onedev.server.web.editable.EditableUtils;
 import io.onedev.server.web.page.HomePage;
-import io.onedev.server.web.page.admin.aisetting.AISettingPage;
+import io.onedev.server.web.page.admin.aisetting.LiteModelPage;
 import io.onedev.server.web.page.admin.alertsettings.AlertSettingPage;
 import io.onedev.server.web.page.admin.authenticator.AuthenticatorPage;
 import io.onedev.server.web.page.admin.brandingsetting.BrandingSettingPage;
@@ -339,8 +339,12 @@ public abstract class LayoutPage extends BasePage {
 					administrationMenuItems.add(new SidebarMenuItem.Page(null, _T("Groovy Scripts"),
 							GroovyScriptListPage.class, new PageParameters()));
 
-					administrationMenuItems.add(new SidebarMenuItem.Page(null, _T("AI Settings"),
+					List<SidebarMenuItem> aiMenuItems = new ArrayList<>();
-							AISettingPage.class, new PageParameters()));
+					
+					aiMenuItems.add(new SidebarMenuItem.Page(null, _T("Lite Model"),
+							LiteModelPage.class, new PageParameters()));
+
+					administrationMenuItems.add(new SidebarMenuItem.SubMenu(null, _T("AI Settings"), aiMenuItems));
 
 					administrationMenuItems.add(new SidebarMenuItem.Page(null, _T("Branding"),
 							BrandingSettingPage.class, new PageParameters()));

server-core/src/main/java/io/onedev/server/web/page/project/blob/render/source/SourceViewPanel.java

@@ -13,7 +13,6 @@ import java.util.Map;
 import java.util.Set;
 import java.util.UUID;
 
-import org.jspecify.annotations.Nullable;
 import javax.servlet.http.Cookie;
 
 import org.apache.wicket.Component;
@@ -51,6 +50,7 @@ import org.apache.wicket.request.http.WebResponse;
 import org.apache.wicket.request.mapper.parameter.PageParameters;
 import org.eclipse.jgit.lib.FileMode;
 import org.eclipse.jgit.revwalk.RevCommit;
+import org.jspecify.annotations.Nullable;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 import org.unbescape.html.HtmlEscape;
@@ -73,10 +73,6 @@ import io.onedev.server.codequality.CodeProblem;
 import io.onedev.server.codequality.CodeProblemContribution;
 import io.onedev.server.codequality.CoverageStatus;
 import io.onedev.server.codequality.LineCoverageContribution;
-import io.onedev.server.service.BuildService;
-import io.onedev.server.service.CodeCommentService;
-import io.onedev.server.service.CodeCommentReplyService;
-import io.onedev.server.service.CodeCommentStatusChangeService;
 import io.onedev.server.git.BlameBlock;
 import io.onedev.server.git.Blob;
 import io.onedev.server.git.BlobIdent;
@@ -92,6 +88,10 @@ import io.onedev.server.model.support.Mark;
 import io.onedev.server.search.code.CodeSearchService;
 import io.onedev.server.search.code.hit.QueryHit;
 import io.onedev.server.security.SecurityUtils;
+import io.onedev.server.service.BuildService;
+import io.onedev.server.service.CodeCommentReplyService;
+import io.onedev.server.service.CodeCommentService;
+import io.onedev.server.service.CodeCommentStatusChangeService;
 import io.onedev.server.util.DateUtils;
 import io.onedev.server.util.Similarities;
 import io.onedev.server.util.diff.DiffUtils;
@@ -115,6 +115,7 @@ import io.onedev.server.web.component.sourceformat.SourceFormatPanel;
 import io.onedev.server.web.component.suggestionapply.SuggestionApplyBean;
 import io.onedev.server.web.component.suggestionapply.SuggestionApplyModalPanel;
 import io.onedev.server.web.component.svg.SpriteImage;
+import io.onedev.server.web.component.symboltooltip.SymbolContext;
 import io.onedev.server.web.component.symboltooltip.SymbolTooltipPanel;
 import io.onedev.server.web.page.project.blob.render.BlobRenderContext;
 import io.onedev.server.web.page.project.blob.render.BlobRenderContext.Mode;
@@ -135,7 +136,7 @@ import io.onedev.server.web.util.WicketUtils;
  */
 public class SourceViewPanel extends BlobViewPanel implements Positionable, SearchMenuContributor {
 
-	private static final Logger logger = LoggerFactory.getLogger(SourceViewPanel.class);
+	private static final Logger logger = LoggerFactory.getLogger(SourceViewPanel.class);	
 	
 	private static final String COOKIE_OUTLINE = "sourceView.outline";
 	
@@ -835,6 +836,51 @@ public class SourceViewPanel extends BlobViewPanel implements Positionable, Sear
 			protected Project getProject() {
 				return context.getProject();
 			}
+
+			@Override
+			protected String getSymbolPositionCalcFunction() {
+				return 
+					"""
+					function(symbolEl) {
+						var cm = symbolEl.closest(".CodeMirror").CodeMirror;
+						if (cm) {
+							var lineElement = symbolEl.closest('.CodeMirror-line').parentElement;
+							for (var view of cm.display.view) {
+								if (view.node === lineElement) {
+									return cm.getLineNumber(view.line);
+								}
+							}
+						}
+						return -1;
+					}""";
+			}
+
+			@Override
+			protected SymbolContext getSymbolContext(String symbolPosition, int beforeContextSize, 
+					int afterContextSize, int atStartContextSize) {
+				var lineNo = Integer.parseInt(symbolPosition);
+				var lines = context.getProject().getBlob(context.getBlobIdent(), true).getText().getLines();
+				List<String> linesBefore = new ArrayList<>();
+				List<String> linesAfter = new ArrayList<>();
+				String symbolLine = lines.get(lineNo);
+				for (int i = Math.max(0, lineNo - beforeContextSize); i < lineNo; i++) {
+					linesBefore.add(lines.get(i));
+				}
+				for (int i = lineNo + 1; i <= Math.min(lineNo + afterContextSize, lines.size() - 1); i++) {
+					linesAfter.add(lines.get(i));
+				}
+				List<String> linesAtStart = new ArrayList<>();
+				for (int i = 0; i < Math.min(atStartContextSize, lines.size()); i++) {
+					linesAtStart.add(lines.get(i));
+				}
+				return new SymbolContext(
+					context.getBlobIdent().path,
+					symbolLine,
+					linesBefore,
+					linesAfter,
+					linesAtStart
+				);
+			}
 			
 		});
 	}