diff --git a/go.mod b/go.mod
index 6b1d7f6..c33b95b 100644
--- a/go.mod
+++ b/go.mod
@@ -1,6 +1,6 @@
 module github.com/foomo/typesense
 
-go 1.23.4
+go 1.24.0
 
 require (
 	github.com/foomo/contentserver v1.11.2
diff --git a/pkg/api/api.go b/pkg/api/api.go
index 6617fc2..fef178c 100644
--- a/pkg/api/api.go
+++ b/pkg/api/api.go
@@ -270,10 +270,10 @@ func (b *BaseAPI[indexDocument, returnType]) SimpleSearch(
 	ctx context.Context,
 	index pkgtypesense.IndexID,
 	q string,
-	filterBy map[string]string,
+	filterBy map[string][]string,
 	page, perPage int,
 	sortBy string,
-) ([]returnType, pkgtypesense.Scores, error) {
+) ([]returnType, pkgtypesense.Scores, int, error) {
 	// Call buildSearchParams but also set QueryBy explicitly
 	parameters := buildSearchParams(q, filterBy, page, perPage, sortBy)
 	parameters.QueryBy = pointer.String("title")
@@ -282,29 +282,41 @@ func (b *BaseAPI[indexDocument, returnType]) SimpleSearch(
 }
 
 // ExpertSearch will perform a search operation on the given index
-// it will return the documents and the scores
+// it will return the documents, scores, and totalResults
 func (b *BaseAPI[indexDocument, returnType]) ExpertSearch(
 	ctx context.Context,
 	indexID pkgtypesense.IndexID,
 	parameters *api.SearchCollectionParams,
-) ([]returnType, pkgtypesense.Scores, error) {
+) ([]returnType, pkgtypesense.Scores, int, error) {
 	if parameters == nil {
 		b.l.Error("Search parameters are nil")
-		return nil, nil, errors.New("search parameters cannot be nil")
+		return nil, nil, 0, errors.New("search parameters cannot be nil")
 	}
 
 	collectionName := string(indexID) // digital-bks-at-de
 	searchResponse, err := b.client.Collection(collectionName).Documents().Search(ctx, parameters)
 	if err != nil {
 		b.l.Error("Failed to perform search", zap.String("index", collectionName), zap.Error(err))
-		return nil, nil, err
+		return nil, nil, 0, err
+	}
+	// Extract totalResults from the search response
+	totalResults := *searchResponse.Found
+
+	// Ensure Hits is not empty before proceeding
+	if searchResponse.Hits == nil || len(*searchResponse.Hits) == 0 {
+		b.l.Warn("Search response contains no hits", zap.String("index", collectionName))
+		return nil, nil, totalResults, nil
 	}
 
-	// Parse search results
-	var results = make([]returnType, 0, len(*searchResponse.Hits))
+	results := make([]returnType, len(*searchResponse.Hits))
 	scores := make(pkgtypesense.Scores)
 
-	for _, hit := range *searchResponse.Hits {
+	for i, hit := range *searchResponse.Hits {
+		if hit.Document == nil {
+			b.l.Warn("Hit document is nil", zap.String("index", collectionName))
+			continue
+		}
+
 		docMap := *hit.Document
 
 		// Extract document ID safely
@@ -322,7 +334,7 @@ func (b *BaseAPI[indexDocument, returnType]) ExpertSearch(
 			continue
 		}
 
-		results = append(results, doc)
+		results[i] = doc
 		index := 0
 		if hit.TextMatchInfo != nil && hit.TextMatchInfo.Score != nil {
 			if score, err := strconv.Atoi(*hit.TextMatchInfo.Score); err == nil {
@@ -341,7 +353,8 @@ func (b *BaseAPI[indexDocument, returnType]) ExpertSearch(
 	b.l.Info("Search completed",
 		zap.String("index", collectionName),
 		zap.Int("results_count", len(results)),
+		zap.Int("total_results", totalResults),
 	)
 
-	return results, scores, nil
+	return results, scores, totalResults, nil
 }
diff --git a/pkg/api/utils.go b/pkg/api/utils.go
index 7a3a504..818f849 100644
--- a/pkg/api/utils.go
+++ b/pkg/api/utils.go
@@ -18,7 +18,7 @@ import (
 // for the typesense search API without any knowledge of the typesense API
 func buildSearchParams(
 	q string,
-	filterBy map[string]string,
+	filterBy map[string][]string,
 	page, perPage int,
 	sortBy string,
 ) *api.SearchCollectionParams {
@@ -36,31 +36,33 @@ func buildSearchParams(
 	return parameters
 }
 
-func formatFilterQuery(filterBy map[string]string) string {
+func formatFilterQuery(filterBy map[string][]string) string {
 	if filterBy == nil {
 		return ""
 	}
-	filterByString := []string{}
-	for key, value := range filterBy {
-		filterByString = append(filterByString, key+":="+value)
+
+	var filterClauses []string
+	for key, values := range filterBy {
+		if len(values) == 1 {
+			// Single value → Use `:=` operator
+			filterClauses = append(filterClauses, fmt.Sprintf("%s:=\"%s\"", key, values[0]))
+		} else {
+			// Multiple values → Use `["val1","val2"]` array syntax
+			formattedValues := []string{}
+			for _, v := range values {
+				formattedValues = append(formattedValues, fmt.Sprintf("\"%s\"", v))
+			}
+			filterClauses = append(filterClauses, fmt.Sprintf("%s:[%s]", key, strings.Join(formattedValues, ",")))
+		}
 	}
-	return strings.Join(filterByString, "&&")
+
+	return strings.Join(filterClauses, " && ")
 }
 
 func (b *BaseAPI[indexDocument, returnType]) generateRevisionID() pkgtypesense.RevisionID {
 	return pkgtypesense.RevisionID(time.Now().Format("2006-01-02-15-04")) // "YYYY-MM-DD-HH-MM"
 }
 
-func getLatestRevisionID(revisions map[pkgtypesense.IndexID]pkgtypesense.RevisionID) pkgtypesense.RevisionID {
-	var latest pkgtypesense.RevisionID
-	for _, rev := range revisions {
-		if rev > latest {
-			latest = rev
-		}
-	}
-	return latest
-}
-
 func formatCollectionName(indexID pkgtypesense.IndexID, revisionID pkgtypesense.RevisionID) string {
 	return fmt.Sprintf("%s-%s", indexID, revisionID)
 }
diff --git a/pkg/indexing/contentserver.go b/pkg/indexing/contentserver.go
index fe99311..58eeb28 100644
--- a/pkg/indexing/contentserver.go
+++ b/pkg/indexing/contentserver.go
@@ -40,12 +40,18 @@ func (c ContentServer[indexDocument]) Provide(
 	if err != nil {
 		return nil, err
 	}
+
+	urlsByIDs, err := c.fetchURLsByDocumentIDs(ctx, indexID, documentInfos)
+	if err != nil {
+		return nil, err
+	}
+
 	documents := make([]*indexDocument, len(documentInfos))
 	for index, documentInfo := range documentInfos {
 		if documentProvider, ok := c.documentProviderFuncs[documentInfo.DocumentType]; !ok {
 			c.l.Warn("no document provider available for document type", zap.String("documentType", string(documentInfo.DocumentType)))
 		} else {
-			document, err := documentProvider(ctx, indexID, documentInfo.DocumentID)
+			document, err := documentProvider(ctx, indexID, documentInfo.DocumentID, urlsByIDs)
 			if err != nil {
 				c.l.Error(
 					"index document not created",
@@ -113,3 +119,31 @@ func createFlatRepoNodeMap(node *content.RepoNode, nodeMap map[string]*content.R
 	}
 	return nodeMap
 }
+
+func (c ContentServer[indexDocument]) fetchURLsByDocumentIDs(
+	ctx context.Context,
+	indexID typesense.IndexID,
+	documentInfos []typesense.DocumentInfo,
+) (map[typesense.DocumentID]string, error) {
+	ids := make([]string, len(documentInfos))
+
+	for i, documentInfo := range documentInfos {
+		ids[i] = string(documentInfo.DocumentID)
+	}
+
+	uriMap, err := c.contentserverClient.GetURIs(ctx, string(indexID), ids)
+	if err != nil {
+		c.l.Error("failed to get URIs", zap.Error(err))
+		return nil, err
+	}
+
+	return convertMapStringToDocumentID(uriMap), nil
+}
+
+func convertMapStringToDocumentID(input map[string]string) map[typesense.DocumentID]string {
+	output := make(map[typesense.DocumentID]string, len(input))
+	for key, value := range input {
+		output[typesense.DocumentID(key)] = value
+	}
+	return output
+}
diff --git a/pkg/interface.go b/pkg/interface.go
index 3865237..b838883 100644
--- a/pkg/interface.go
+++ b/pkg/interface.go
@@ -21,11 +21,11 @@ type API[indexDocument any, returnType any] interface {
 		ctx context.Context,
 		index IndexID,
 		q string,
-		filterBy map[string]string,
+		filterBy map[string][]string,
 		page, perPage int,
 		sortBy string,
-	) ([]returnType, Scores, error)
-	ExpertSearch(ctx context.Context, index IndexID, parameters *api.SearchCollectionParams) ([]returnType, Scores, error)
+	) ([]returnType, Scores, int, error)
+	ExpertSearch(ctx context.Context, index IndexID, parameters *api.SearchCollectionParams) ([]returnType, Scores, int, error)
 	Healthz(ctx context.Context) error
 	Indices() ([]IndexID, error)
 }
diff --git a/pkg/vo.go b/pkg/vo.go
index 1783932..b7acbb2 100644
--- a/pkg/vo.go
+++ b/pkg/vo.go
@@ -19,6 +19,7 @@ type DocumentProviderFunc[indexDocument any] func(
 	ctx context.Context,
 	indexID IndexID,
 	documentID DocumentID,
+	urlsByIDs map[DocumentID]string,
 ) (*indexDocument, error)
 
 type DocumentInfo struct {