feat: add model filters and last updated display

- Add size filter (≤3B, 4-13B, 14-70B, >70B) based on model tags
- Add model family filter dropdown with dynamic family list
- Display last updated date on model cards (scraped from ollama.com)
- Add /api/v1/models/remote/families endpoint
- Convert relative time strings ("2 weeks ago") to timestamps during sync

.gitignore

@@ -36,3 +36,8 @@ docker-compose.override.yml
 
 # Claude Code project instructions (local only)
 CLAUDE.md
+
+# Dev artifacts
+dev.env
+backend/vessel-backend
+data/

backend/cmd/server/main.go

@@ -18,7 +18,7 @@ import (
 )
 
 // Version is set at build time via -ldflags, or defaults to dev
-var Version = "0.4.1"
+var Version = "0.4.5"
 
 func getEnvOrDefault(key, defaultValue string) string {
 	if value := os.Getenv(key); value != "" {

backend/internal/api/model_registry.go

@@ -70,6 +70,7 @@ type ScrapedModel struct {
 	PullCount    int64
 	Tags         []string
 	Capabilities []string
+	UpdatedAt    string // Relative time like "2 weeks ago" converted to RFC3339
 }
 
 // scrapeOllamaLibrary fetches the model list from ollama.com/library
@@ -168,6 +169,14 @@ func parseLibraryHTML(html string) ([]ScrapedModel, error) {
 			capabilities = append(capabilities, "cloud")
 		}
 
+		// Extract updated time from <span x-test-updated>2 weeks ago</span>
+		updatedPattern := regexp.MustCompile(`<span[^>]*x-test-updated[^>]*>([^<]+)</span>`)
+		updatedAt := ""
+		if um := updatedPattern.FindStringSubmatch(cardContent); len(um) > 1 {
+			relativeTime := strings.TrimSpace(um[1])
+			updatedAt = parseRelativeTime(relativeTime)
+		}
+
 		models[slug] = &ScrapedModel{
 			Slug:         slug,
 			Name:         slug,
@@ -176,6 +185,7 @@ func parseLibraryHTML(html string) ([]ScrapedModel, error) {
 			PullCount:    pullCount,
 			Tags:         tags,
 			Capabilities: capabilities,
+			UpdatedAt:    updatedAt,
 		}
 	}
 
@@ -211,6 +221,52 @@ func decodeHTMLEntities(s string) string {
 	return s
 }
 
+// parseRelativeTime converts relative time strings like "2 weeks ago" to RFC3339 timestamps
+func parseRelativeTime(s string) string {
+	s = strings.ToLower(strings.TrimSpace(s))
+	if s == "" {
+		return ""
+	}
+
+	now := time.Now()
+
+	// Parse patterns like "2 weeks ago", "1 month ago", "3 days ago"
+	pattern := regexp.MustCompile(`(\d+)\s*(second|minute|hour|day|week|month|year)s?\s*ago`)
+	matches := pattern.FindStringSubmatch(s)
+	if len(matches) < 3 {
+		return ""
+	}
+
+	num, err := strconv.Atoi(matches[1])
+	if err != nil {
+		return ""
+	}
+
+	unit := matches[2]
+	var duration time.Duration
+
+	switch unit {
+	case "second":
+		duration = time.Duration(num) * time.Second
+	case "minute":
+		duration = time.Duration(num) * time.Minute
+	case "hour":
+		duration = time.Duration(num) * time.Hour
+	case "day":
+		duration = time.Duration(num) * 24 * time.Hour
+	case "week":
+		duration = time.Duration(num) * 7 * 24 * time.Hour
+	case "month":
+		duration = time.Duration(num) * 30 * 24 * time.Hour
+	case "year":
+		duration = time.Duration(num) * 365 * 24 * time.Hour
+	default:
+		return ""
+	}
+
+	return now.Add(-duration).Format(time.RFC3339)
+}
+
 // extractDescription tries to find the description for a model
 func extractDescription(html, slug string) string {
 	// Look for text after the model link that looks like a description
@@ -417,15 +473,16 @@ func (s *ModelRegistryService) SyncModels(ctx context.Context, fetchDetails bool
 		modelType := inferModelType(model.Slug)
 
 		_, err := s.db.ExecContext(ctx, `
-			INSERT INTO remote_models (slug, name, description, model_type, url, pull_count, tags, capabilities, scraped_at)
-			VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)
+			INSERT INTO remote_models (slug, name, description, model_type, url, pull_count, tags, capabilities, ollama_updated_at, scraped_at)
+			VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
 			ON CONFLICT(slug) DO UPDATE SET
 				description = COALESCE(NULLIF(excluded.description, ''), remote_models.description),
 				model_type = excluded.model_type,
 				pull_count = excluded.pull_count,
 				capabilities = excluded.capabilities,
+				ollama_updated_at = COALESCE(excluded.ollama_updated_at, remote_models.ollama_updated_at),
 				scraped_at = excluded.scraped_at
-		`, model.Slug, model.Name, model.Description, modelType, model.URL, model.PullCount, string(tagsJSON), string(capsJSON), now)
+		`, model.Slug, model.Name, model.Description, modelType, model.URL, model.PullCount, string(tagsJSON), string(capsJSON), model.UpdatedAt, now)
 
 		if err != nil {
 			log.Printf("Failed to upsert model %s: %v", model.Slug, err)
@@ -572,6 +629,106 @@ func formatParamCount(n int64) string {
 	return fmt.Sprintf("%d", n)
 }
 
+// parseParamSizeToFloat extracts numeric value from parameter size strings like "8b", "70b", "1.5b"
+// Returns value in billions (e.g., "8b" -> 8.0, "70b" -> 70.0, "500m" -> 0.5)
+func parseParamSizeToFloat(s string) float64 {
+	s = strings.ToLower(strings.TrimSpace(s))
+	if s == "" {
+		return 0
+	}
+
+	// Handle suffix
+	multiplier := 1.0
+	if strings.HasSuffix(s, "b") {
+		s = strings.TrimSuffix(s, "b")
+	} else if strings.HasSuffix(s, "m") {
+		s = strings.TrimSuffix(s, "m")
+		multiplier = 0.001 // Convert millions to billions
+	}
+
+	if f, err := strconv.ParseFloat(s, 64); err == nil {
+		return f * multiplier
+	}
+	return 0
+}
+
+// getSizeRange returns the size range category for a given parameter size
+// small: ≤3B, medium: 4-13B, large: 14-70B, xlarge: >70B
+func getSizeRange(paramSize string) string {
+	size := parseParamSizeToFloat(paramSize)
+	if size <= 0 {
+		return ""
+	}
+	if size <= 3 {
+		return "small"
+	}
+	if size <= 13 {
+		return "medium"
+	}
+	if size <= 70 {
+		return "large"
+	}
+	return "xlarge"
+}
+
+// modelMatchesSizeRanges checks if any of the model's tags fall within the requested size ranges
+// A model matches if at least one of its tags is in any of the requested ranges
+func modelMatchesSizeRanges(tags []string, sizeRanges []string) bool {
+	if len(tags) == 0 || len(sizeRanges) == 0 {
+		return false
+	}
+	for _, tag := range tags {
+		tagRange := getSizeRange(tag)
+		if tagRange == "" {
+			continue
+		}
+		for _, sr := range sizeRanges {
+			if sr == tagRange {
+				return true
+			}
+		}
+	}
+	return false
+}
+
+// getContextRange returns the context range category for a given context length
+// standard: ≤8K, extended: 8K-32K, large: 32K-128K, unlimited: >128K
+func getContextRange(ctxLen int64) string {
+	if ctxLen <= 0 {
+		return ""
+	}
+	if ctxLen <= 8192 {
+		return "standard"
+	}
+	if ctxLen <= 32768 {
+		return "extended"
+	}
+	if ctxLen <= 131072 {
+		return "large"
+	}
+	return "unlimited"
+}
+
+// extractFamily extracts the model family from slug (e.g., "llama3.2" -> "llama", "qwen2.5" -> "qwen")
+func extractFamily(slug string) string {
+	// Remove namespace prefix for community models
+	if idx := strings.LastIndex(slug, "/"); idx != -1 {
+		slug = slug[idx+1:]
+	}
+	// Extract letters before any digits
+	family := ""
+	for _, r := range slug {
+		if r >= '0' && r <= '9' {
+			break
+		}
+		if r == '-' || r == '_' || r == '.' {
+			break
+		}
+		family += string(r)
+	}
+	return strings.ToLower(family)
+}
+
 // GetModel retrieves a single model from the database
 func (s *ModelRegistryService) GetModel(ctx context.Context, slug string) (*RemoteModel, error) {
 	row := s.db.QueryRowContext(ctx, `
@@ -584,40 +741,65 @@ func (s *ModelRegistryService) GetModel(ctx context.Context, slug string) (*Remo
 	return scanRemoteModel(row)
 }
 
+// ModelSearchParams holds all search/filter parameters
+type ModelSearchParams struct {
+	Query         string
+	ModelType     string
+	Capabilities  []string
+	SizeRanges    []string // small, medium, large, xlarge
+	ContextRanges []string // standard, extended, large, unlimited
+	Family        string
+	SortBy        string
+	Limit         int
+	Offset        int
+}
+
 // SearchModels searches for models in the database
 func (s *ModelRegistryService) SearchModels(ctx context.Context, query string, modelType string, capabilities []string, sortBy string, limit, offset int) ([]RemoteModel, int, error) {
+	return s.SearchModelsAdvanced(ctx, ModelSearchParams{
+		Query:        query,
+		ModelType:    modelType,
+		Capabilities: capabilities,
+		SortBy:       sortBy,
+		Limit:        limit,
+		Offset:       offset,
+	})
+}
+
+// SearchModelsAdvanced searches for models with all filter options
+func (s *ModelRegistryService) SearchModelsAdvanced(ctx context.Context, params ModelSearchParams) ([]RemoteModel, int, error) {
 	// Build query
 	baseQuery := `FROM remote_models WHERE 1=1`
 	args := []any{}
 
-	if query != "" {
+	if params.Query != "" {
 		baseQuery += ` AND (slug LIKE ? OR name LIKE ? OR description LIKE ?)`
-		q := "%" + query + "%"
+		q := "%" + params.Query + "%"
 		args = append(args, q, q, q)
 	}
 
-	if modelType != "" {
+	if params.ModelType != "" {
 		baseQuery += ` AND model_type = ?`
-		args = append(args, modelType)
+		args = append(args, params.ModelType)
 	}
 
 	// Filter by capabilities (JSON array contains)
-	for _, cap := range capabilities {
+	for _, cap := range params.Capabilities {
 		// Use JSON contains for SQLite - capabilities column stores JSON array like ["vision","code"]
 		baseQuery += ` AND capabilities LIKE ?`
 		args = append(args, `%"`+cap+`"%`)
 	}
 
-	// Get total count
-	var total int
-	countQuery := "SELECT COUNT(*) " + baseQuery
-	if err := s.db.QueryRowContext(ctx, countQuery, args...).Scan(&total); err != nil {
-		return nil, 0, err
+	// Filter by family (extracted from slug)
+	if params.Family != "" {
+		// Match slugs that start with the family name
+		baseQuery += ` AND (slug LIKE ? OR slug LIKE ?)`
+		args = append(args, params.Family+"%", "%/"+params.Family+"%")
 	}
 
 	// Build ORDER BY clause based on sort parameter
 	orderBy := "pull_count DESC" // default: most popular
-	switch sortBy {
+	switch params.SortBy {
 	case "name_asc":
 		orderBy = "name ASC"
 	case "name_desc":
@@ -630,12 +812,25 @@ func (s *ModelRegistryService) SearchModels(ctx context.Context, query string, m
 		orderBy = "ollama_updated_at DESC NULLS LAST, scraped_at DESC"
 	}
 
-	// Get models
-	selectQuery := `SELECT slug, name, description, model_type, architecture, parameter_size,
-		context_length, embedding_length, quantization, capabilities, default_params,
-		license, pull_count, tags, tag_sizes, ollama_updated_at, details_fetched_at, scraped_at, url ` +
-		baseQuery + ` ORDER BY ` + orderBy + ` LIMIT ? OFFSET ?`
-	args = append(args, limit, offset)
+	// For size/context filtering, we need to fetch all matching models first
+	// then filter and paginate in memory (these filters require computed values)
+	needsPostFilter := len(params.SizeRanges) > 0 || len(params.ContextRanges) > 0
+
+	var selectQuery string
+	if needsPostFilter {
+		// Fetch all (no limit/offset) for post-filtering
+		selectQuery = `SELECT slug, name, description, model_type, architecture, parameter_size,
+			context_length, embedding_length, quantization, capabilities, default_params,
+			license, pull_count, tags, tag_sizes, ollama_updated_at, details_fetched_at, scraped_at, url ` +
+			baseQuery + ` ORDER BY ` + orderBy
+	} else {
+		// Direct pagination
+		selectQuery = `SELECT slug, name, description, model_type, architecture, parameter_size,
+			context_length, embedding_length, quantization, capabilities, default_params,
+			license, pull_count, tags, tag_sizes, ollama_updated_at, details_fetched_at, scraped_at, url ` +
+			baseQuery + ` ORDER BY ` + orderBy + ` LIMIT ? OFFSET ?`
+		args = append(args, params.Limit, params.Offset)
+	}
 
 	rows, err := s.db.QueryContext(ctx, selectQuery, args...)
 	if err != nil {
@@ -649,10 +844,64 @@ func (s *ModelRegistryService) SearchModels(ctx context.Context, query string, m
 		if err != nil {
 			return nil, 0, err
 		}
+
+		// Apply size range filter based on tags
+		if len(params.SizeRanges) > 0 {
+			if !modelMatchesSizeRanges(m.Tags, params.SizeRanges) {
+				continue // Skip models without matching size tags
+			}
+		}
+
+		// Apply context range filter
+		if len(params.ContextRanges) > 0 {
+			modelCtxRange := getContextRange(m.ContextLength)
+			if modelCtxRange == "" {
+				continue // Skip models without context info
+			}
+			found := false
+			for _, cr := range params.ContextRanges {
+				if cr == modelCtxRange {
+					found = true
+					break
+				}
+			}
+			if !found {
+				continue
+			}
+		}
+
 		models = append(models, *m)
 	}
 
-	return models, total, rows.Err()
+	if err := rows.Err(); err != nil {
+		return nil, 0, err
+	}
+
+	// Get total after filtering
+	total := len(models)
+
+	// Apply pagination for post-filtered results
+	if needsPostFilter {
+		if params.Offset >= len(models) {
+			models = []RemoteModel{}
+		} else {
+			end := params.Offset + params.Limit
+			if end > len(models) {
+				end = len(models)
+			}
+			models = models[params.Offset:end]
+		}
+	} else {
+		// Get total count from DB for non-post-filtered queries
+		countQuery := "SELECT COUNT(*) " + baseQuery
+		// Remove the limit/offset args we added
+		countArgs := args[:len(args)-2]
+		if err := s.db.QueryRowContext(ctx, countQuery, countArgs...).Scan(&total); err != nil {
+			return nil, 0, err
+		}
+	}
+
+	return models, total, nil
 }
 
 // GetSyncStatus returns info about when models were last synced
@@ -764,31 +1013,53 @@ func scanRemoteModelRows(rows *sql.Rows) (*RemoteModel, error) {
 // ListRemoteModelsHandler returns a handler for listing/searching remote models
 func (s *ModelRegistryService) ListRemoteModelsHandler() gin.HandlerFunc {
 	return func(c *gin.Context) {
-		query := c.Query("search")
-		modelType := c.Query("type")
-		sortBy := c.Query("sort") // name_asc, name_desc, pulls_asc, pulls_desc, updated_desc
-		limit := 50
-		offset := 0
+		params := ModelSearchParams{
+			Query:     c.Query("search"),
+			ModelType: c.Query("type"),
+			SortBy:    c.Query("sort"), // name_asc, name_desc, pulls_asc, pulls_desc, updated_desc
+			Family:    c.Query("family"),
+			Limit:     50,
+			Offset:    0,
+		}
 
 		if l, err := strconv.Atoi(c.Query("limit")); err == nil && l > 0 && l <= 200 {
-			limit = l
+			params.Limit = l
 		}
 		if o, err := strconv.Atoi(c.Query("offset")); err == nil && o >= 0 {
-			offset = o
+			params.Offset = o
 		}
 
 		// Parse capabilities filter (comma-separated)
-		var capabilities []string
 		if caps := c.Query("capabilities"); caps != "" {
 			for _, cap := range strings.Split(caps, ",") {
 				cap = strings.TrimSpace(cap)
 				if cap != "" {
-					capabilities = append(capabilities, cap)
+					params.Capabilities = append(params.Capabilities, cap)
 				}
 			}
 		}
 
-		models, total, err := s.SearchModels(c.Request.Context(), query, modelType, capabilities, sortBy, limit, offset)
+		// Parse size range filter (comma-separated: small,medium,large,xlarge)
+		if sizes := c.Query("sizeRange"); sizes != "" {
+			for _, sz := range strings.Split(sizes, ",") {
+				sz = strings.TrimSpace(strings.ToLower(sz))
+				if sz == "small" || sz == "medium" || sz == "large" || sz == "xlarge" {
+					params.SizeRanges = append(params.SizeRanges, sz)
+				}
+			}
+		}
+
+		// Parse context range filter (comma-separated: standard,extended,large,unlimited)
+		if ctx := c.Query("contextRange"); ctx != "" {
+			for _, cr := range strings.Split(ctx, ",") {
+				cr = strings.TrimSpace(strings.ToLower(cr))
+				if cr == "standard" || cr == "extended" || cr == "large" || cr == "unlimited" {
+					params.ContextRanges = append(params.ContextRanges, cr)
+				}
+			}
+		}
+
+		models, total, err := s.SearchModelsAdvanced(c.Request.Context(), params)
 		if err != nil {
 			c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
 			return
@@ -797,8 +1068,8 @@ func (s *ModelRegistryService) ListRemoteModelsHandler() gin.HandlerFunc {
 		c.JSON(http.StatusOK, gin.H{
 			"models": models,
 			"total":  total,
-			"limit":  limit,
-			"offset": offset,
+			"limit":  params.Limit,
+			"offset": params.Offset,
 		})
 	}
 }
@@ -1138,3 +1409,36 @@ func (s *ModelRegistryService) GetLocalFamiliesHandler() gin.HandlerFunc {
 		c.JSON(http.StatusOK, gin.H{"families": families})
 	}
 }
+
+// GetRemoteFamiliesHandler returns unique model families from remote models
+// Useful for populating filter dropdowns
+func (s *ModelRegistryService) GetRemoteFamiliesHandler() gin.HandlerFunc {
+	return func(c *gin.Context) {
+		rows, err := s.db.QueryContext(c.Request.Context(), `SELECT DISTINCT slug FROM remote_models`)
+		if err != nil {
+			c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+			return
+		}
+		defer rows.Close()
+
+		familySet := make(map[string]bool)
+		for rows.Next() {
+			var slug string
+			if err := rows.Scan(&slug); err != nil {
+				continue
+			}
+			family := extractFamily(slug)
+			if family != "" {
+				familySet[family] = true
+			}
+		}
+
+		families := make([]string, 0, len(familySet))
+		for f := range familySet {
+			families = append(families, f)
+		}
+		sort.Strings(families)
+
+		c.JSON(http.StatusOK, gin.H{"families": families})
+	}
+}

backend/internal/api/routes.go

@@ -83,6 +83,8 @@ func SetupRoutes(r *gin.Engine, db *sql.DB, ollamaURL string, appVersion string)
 			// === Remote Models (from ollama.com cache) ===
 			// List/search remote models (from cache)
 			models.GET("/remote", modelRegistry.ListRemoteModelsHandler())
+			// Get unique model families for filter dropdowns
+			models.GET("/remote/families", modelRegistry.GetRemoteFamiliesHandler())
 			// Get single model details
 			models.GET("/remote/:slug", modelRegistry.GetRemoteModelHandler())
 			// Fetch detailed info from Ollama (requires model to be pulled)

frontend/package.json

@@ -1,6 +1,6 @@
 {
   "name": "vessel",
-  "version": "0.4.1",
+  "version": "0.4.5",
   "private": true,
   "type": "module",
   "scripts": {

frontend/src/lib/api/model-registry.ts

@@ -49,11 +49,20 @@ export interface SyncStatus {
 /** Sort options for model list */
 export type ModelSortOption = 'name_asc' | 'name_desc' | 'pulls_asc' | 'pulls_desc' | 'updated_desc';
 
+/** Size range filter options */
+export type SizeRange = 'small' | 'medium' | 'large' | 'xlarge';
+
+/** Context length range filter options */
+export type ContextRange = 'standard' | 'extended' | 'large' | 'unlimited';
+
 /** Search/filter options */
 export interface ModelSearchOptions {
 	search?: string;
 	type?: 'official' | 'community';
 	capabilities?: string[];
+	sizeRanges?: SizeRange[];
+	contextRanges?: ContextRange[];
+	family?: string;
 	sort?: ModelSortOption;
 	limit?: number;
 	offset?: number;
@@ -73,6 +82,13 @@ export async function fetchRemoteModels(options: ModelSearchOptions = {}): Promi
 	if (options.capabilities && options.capabilities.length > 0) {
 		params.set('capabilities', options.capabilities.join(','));
 	}
+	if (options.sizeRanges && options.sizeRanges.length > 0) {
+		params.set('sizeRange', options.sizeRanges.join(','));
+	}
+	if (options.contextRanges && options.contextRanges.length > 0) {
+		params.set('contextRange', options.contextRanges.join(','));
+	}
+	if (options.family) params.set('family', options.family);
 	if (options.sort) params.set('sort', options.sort);
 	if (options.limit) params.set('limit', String(options.limit));
 	if (options.offset) params.set('offset', String(options.offset));
@@ -87,6 +103,20 @@ export async function fetchRemoteModels(options: ModelSearchOptions = {}): Promi
 	return response.json();
 }
 
+/**
+ * Get unique model families for filter dropdowns (remote models)
+ */
+export async function fetchRemoteFamilies(): Promise<string[]> {
+	const response = await fetch(`${API_BASE}/remote/families`);
+
+	if (!response.ok) {
+		throw new Error(`Failed to fetch families: ${response.statusText}`);
+	}
+
+	const data = await response.json();
+	return data.families;
+}
+
 /**
  * Get a single remote model by slug
  */

frontend/src/lib/components/chat/ChatWindow.svelte

@@ -182,6 +182,15 @@
 		}
 	});
 
+	// Sync custom context limit with settings
+	$effect(() => {
+		if (settingsState.useCustomParameters) {
+			contextManager.setCustomContextLimit(settingsState.num_ctx);
+		} else {
+			contextManager.setCustomContextLimit(null);
+		}
+	});
+
 	// Update context manager when messages change
 	$effect(() => {
 		contextManager.updateMessages(chatState.visibleMessages);

frontend/src/lib/components/models/ModelCard.svelte

@@ -12,6 +12,28 @@
 
 	let { model, onSelect }: Props = $props();
 
+	/**
+	 * Format a date as relative time (e.g., "2d ago", "3w ago")
+	 */
+	function formatRelativeTime(date: string | Date | undefined): string {
+		if (!date) return '';
+		const now = Date.now();
+		const then = new Date(date).getTime();
+		const diff = now - then;
+
+		const minutes = Math.floor(diff / 60000);
+		const hours = Math.floor(diff / 3600000);
+		const days = Math.floor(diff / 86400000);
+		const weeks = Math.floor(days / 7);
+		const months = Math.floor(days / 30);
+
+		if (minutes < 60) return `${minutes}m ago`;
+		if (hours < 24) return `${hours}h ago`;
+		if (days < 7) return `${days}d ago`;
+		if (weeks < 4) return `${weeks}w ago`;
+		return `${months}mo ago`;
+	}
+
 	// Capability badges config (matches ollama.com capabilities)
 	const capabilityBadges: Record<string, { icon: string; color: string; label: string }> = {
 		vision: { icon: '👁', color: 'bg-purple-900/50 text-purple-300', label: 'Vision' },
@@ -92,6 +114,16 @@
 				<span>{formatContextLength(model.contextLength)}</span>
 			</div>
 		{/if}
+
+		<!-- Last Updated -->
+		{#if model.ollamaUpdatedAt}
+			<div class="flex items-center gap-1" title="Last updated on Ollama: {new Date(model.ollamaUpdatedAt).toLocaleDateString()}">
+				<svg xmlns="http://www.w3.org/2000/svg" class="h-3.5 w-3.5" fill="none" viewBox="0 0 24 24" stroke="currentColor" stroke-width="2">
+					<path stroke-linecap="round" stroke-linejoin="round" d="M12 8v4l3 3m6-3a9 9 0 11-18 0 9 9 0 0118 0z" />
+				</svg>
+				<span>{formatRelativeTime(model.ollamaUpdatedAt)}</span>
+			</div>
+		{/if}
 	</div>
 
 	<!-- Size Tags -->

frontend/src/lib/components/settings/ModelParametersPanel.svelte

@@ -5,6 +5,7 @@
 	 */
 
 	import { settingsState } from '$lib/stores/settings.svelte';
+	import { modelsState, type ModelDefaults } from '$lib/stores/models.svelte';
 	import {
 		PARAMETER_RANGES,
 		PARAMETER_LABELS,
@@ -16,6 +17,26 @@
 	// Parameter keys for iteration
 	const parameterKeys: (keyof ModelParameters)[] = ['temperature', 'top_k', 'top_p', 'num_ctx'];
 
+	// Track model defaults for the selected model
+	let modelDefaults = $state<ModelDefaults>({});
+
+	// Fetch model defaults when panel opens or model changes
+	$effect(() => {
+		if (settingsState.isPanelOpen && modelsState.selectedId) {
+			modelsState.fetchModelDefaults(modelsState.selectedId).then((defaults) => {
+				modelDefaults = defaults;
+			});
+		}
+	});
+
+	/**
+	 * Get the default value for a parameter (from model or hardcoded fallback)
+	 */
+	function getDefaultValue(key: keyof ModelParameters): number {
+		const modelValue = modelDefaults[key];
+		return modelValue ?? DEFAULT_MODEL_PARAMETERS[key];
+	}
+
 	/**
 	 * Format a parameter value for display
 	 */
@@ -79,7 +100,7 @@
 				type="button"
 				role="switch"
 				aria-checked={settingsState.useCustomParameters}
-				onclick={() => settingsState.toggleCustomParameters()}
+				onclick={() => settingsState.toggleCustomParameters(modelDefaults)}
 				class="relative inline-flex h-5 w-9 flex-shrink-0 cursor-pointer rounded-full border-2 border-transparent transition-colors duration-200 ease-in-out focus:outline-none focus:ring-2 focus:ring-sky-500 focus:ring-offset-2 focus:ring-offset-theme-secondary {settingsState.useCustomParameters ? 'bg-sky-600' : 'bg-theme-tertiary'}"
 			>
 				<span
@@ -93,7 +114,7 @@
 			{#each parameterKeys as key}
 				{@const range = PARAMETER_RANGES[key]}
 				{@const value = getValue(key)}
-				{@const isDefault = value === DEFAULT_MODEL_PARAMETERS[key]}
+				{@const isDefault = value === getDefaultValue(key)}
 
 				<div>
 					<div class="mb-1 flex items-center justify-between">
@@ -132,7 +153,7 @@
 		<div class="mt-4 flex justify-end">
 			<button
 				type="button"
-				onclick={() => settingsState.resetToDefaults()}
+				onclick={() => settingsState.resetToDefaults(modelDefaults)}
 				class="rounded px-2 py-1 text-xs text-theme-muted hover:bg-theme-tertiary hover:text-theme-secondary"
 			>
 				Reset to defaults

frontend/src/lib/memory/context-manager.svelte.ts

@@ -24,8 +24,14 @@ class ContextManager {
 	/** Current model name */
 	currentModel = $state<string>('');
 
-	/** Maximum context length for current model */
-	maxTokens = $state<number>(4096);
+	/** Maximum context length for current model (from model lookup) */
+	modelMaxTokens = $state<number>(4096);
+
+	/** Custom context limit override (from user settings) */
+	customMaxTokens = $state<number | null>(null);
+
+	/** Effective max tokens (custom override or model default) */
+	maxTokens = $derived(this.customMaxTokens ?? this.modelMaxTokens);
 
 	/**
 	 * Cached token estimates for messages (id -> estimate)
@@ -94,7 +100,15 @@ class ContextManager {
 	 */
 	setModel(modelName: string): void {
 		this.currentModel = modelName;
-		this.maxTokens = getModelContextLimit(modelName);
+		this.modelMaxTokens = getModelContextLimit(modelName);
+	}
+
+	/**
+	 * Set custom context limit override
+	 * Pass null to clear and use model default
+	 */
+	setCustomContextLimit(tokens: number | null): void {
+		this.customMaxTokens = tokens;
 	}
 
 	/**

frontend/src/lib/stores/model-registry.svelte.ts

@@ -5,12 +5,15 @@
 
 import {
 	fetchRemoteModels,
+	fetchRemoteFamilies,
 	getSyncStatus,
 	syncModels,
 	type RemoteModel,
 	type SyncStatus,
 	type ModelSearchOptions,
-	type ModelSortOption
+	type ModelSortOption,
+	type SizeRange,
+	type ContextRange
 } from '$lib/api/model-registry';
 
 /** Store state */
@@ -25,6 +28,10 @@ class ModelRegistryState {
 	searchQuery = $state('');
 	modelType = $state<'official' | 'community' | ''>('');
 	selectedCapabilities = $state<string[]>([]);
+	selectedSizeRanges = $state<SizeRange[]>([]);
+	selectedContextRanges = $state<ContextRange[]>([]);
+	selectedFamily = $state<string>('');
+	availableFamilies = $state<string[]>([]);
 	sortBy = $state<ModelSortOption>('pulls_desc');
 	currentPage = $state(0);
 	pageSize = $state(24);
@@ -69,6 +76,18 @@ class ModelRegistryState {
 				options.capabilities = this.selectedCapabilities;
 			}
 
+			if (this.selectedSizeRanges.length > 0) {
+				options.sizeRanges = this.selectedSizeRanges;
+			}
+
+			if (this.selectedContextRanges.length > 0) {
+				options.contextRanges = this.selectedContextRanges;
+			}
+
+			if (this.selectedFamily) {
+				options.family = this.selectedFamily;
+			}
+
 			const response = await fetchRemoteModels(options);
 			this.models = response.models;
 			this.total = response.total;
@@ -119,6 +138,68 @@ class ModelRegistryState {
 		return this.selectedCapabilities.includes(capability);
 	}
 
+	/**
+	 * Toggle a size range filter
+	 */
+	async toggleSizeRange(size: SizeRange): Promise<void> {
+		const index = this.selectedSizeRanges.indexOf(size);
+		if (index === -1) {
+			this.selectedSizeRanges = [...this.selectedSizeRanges, size];
+		} else {
+			this.selectedSizeRanges = this.selectedSizeRanges.filter((s) => s !== size);
+		}
+		this.currentPage = 0;
+		await this.loadModels();
+	}
+
+	/**
+	 * Check if a size range is selected
+	 */
+	hasSizeRange(size: SizeRange): boolean {
+		return this.selectedSizeRanges.includes(size);
+	}
+
+	/**
+	 * Toggle a context range filter
+	 */
+	async toggleContextRange(range: ContextRange): Promise<void> {
+		const index = this.selectedContextRanges.indexOf(range);
+		if (index === -1) {
+			this.selectedContextRanges = [...this.selectedContextRanges, range];
+		} else {
+			this.selectedContextRanges = this.selectedContextRanges.filter((r) => r !== range);
+		}
+		this.currentPage = 0;
+		await this.loadModels();
+	}
+
+	/**
+	 * Check if a context range is selected
+	 */
+	hasContextRange(range: ContextRange): boolean {
+		return this.selectedContextRanges.includes(range);
+	}
+
+	/**
+	 * Set family filter
+	 */
+	async setFamily(family: string): Promise<void> {
+		this.selectedFamily = family;
+		this.currentPage = 0;
+		await this.loadModels();
+	}
+
+	/**
+	 * Load available families for filter dropdown
+	 */
+	async loadFamilies(): Promise<void> {
+		try {
+			this.availableFamilies = await fetchRemoteFamilies();
+		} catch (err) {
+			console.error('Failed to load families:', err);
+		}
+	}
+
 	/**
 	 * Set sort order
 	 */
@@ -200,6 +281,9 @@ class ModelRegistryState {
 		this.searchQuery = '';
 		this.modelType = '';
 		this.selectedCapabilities = [];
+		this.selectedSizeRanges = [];
+		this.selectedContextRanges = [];
+		this.selectedFamily = '';
 		this.sortBy = 'pulls_desc';
 		this.currentPage = 0;
 		await this.loadModels();
@@ -209,7 +293,7 @@ class ModelRegistryState {
 	 * Initialize the store
 	 */
 	async init(): Promise<void> {
-		await Promise.all([this.loadSyncStatus(), this.loadModels()]);
+		await Promise.all([this.loadSyncStatus(), this.loadModels(), this.loadFamilies()]);
 	}
 }
 

frontend/src/lib/stores/models.svelte.ts

@@ -65,6 +65,14 @@ export interface ModelUpdateStatus {
 	localModifiedAt: string;
 }
 
+/** Model default parameters from Ollama */
+export interface ModelDefaults {
+	temperature?: number;
+	top_k?: number;
+	top_p?: number;
+	num_ctx?: number;
+}
+
 /** Models state class with reactive properties */
 export class ModelsState {
 	// Core state
@@ -81,6 +89,10 @@ export class ModelsState {
 	private capabilitiesCache = $state<Map<string, OllamaCapability[]>>(new Map());
 	private capabilitiesFetching = new Set<string>();
 
+	// Model defaults cache: modelName -> default parameters
+	private modelDefaultsCache = $state<Map<string, ModelDefaults>>(new Map());
+	private modelDefaultsFetching = new Set<string>();
+
 	// Derived: Currently selected model
 	selected = $derived.by(() => {
 		if (!this.selectedId) return null;
@@ -429,6 +441,99 @@ export class ModelsState {
 		}
 		return count;
 	}
+
+	// =========================================================================
+	// Model Defaults
+	// =========================================================================
+
+	/**
+	 * Parse model parameters from the Ollama show response
+	 * The parameters field contains lines like "temperature 0.7" or "num_ctx 4096"
+	 */
+	private parseModelParameters(parametersStr: string): ModelDefaults {
+		const defaults: ModelDefaults = {};
+
+		if (!parametersStr) return defaults;
+
+		const lines = parametersStr.split('\n');
+		for (const line of lines) {
+			const trimmed = line.trim();
+			if (!trimmed) continue;
+
+			// Parse "key value" format
+			const spaceIndex = trimmed.indexOf(' ');
+			if (spaceIndex === -1) continue;
+
+			const key = trimmed.substring(0, spaceIndex).toLowerCase();
+			const value = trimmed.substring(spaceIndex + 1).trim();
+
+			switch (key) {
+				case 'temperature':
+					defaults.temperature = parseFloat(value);
+					break;
+				case 'top_k':
+					defaults.top_k = parseInt(value, 10);
+					break;
+				case 'top_p':
+					defaults.top_p = parseFloat(value);
+					break;
+				case 'num_ctx':
+					defaults.num_ctx = parseInt(value, 10);
+					break;
+			}
+		}
+
+		return defaults;
+	}
+
+	/**
+	 * Fetch model defaults from Ollama /api/show
+	 */
+	async fetchModelDefaults(modelName: string): Promise<ModelDefaults> {
+		// Check cache first
+		const cached = this.modelDefaultsCache.get(modelName);
+		if (cached) return cached;
+
+		// Avoid duplicate fetches
+		if (this.modelDefaultsFetching.has(modelName)) {
+			await new Promise((r) => setTimeout(r, 100));
+			return this.modelDefaultsCache.get(modelName) ?? {};
+		}
+
+		this.modelDefaultsFetching.add(modelName);
+
+		try {
+			const response = await ollamaClient.showModel(modelName);
+			const defaults = this.parseModelParameters(response.parameters);
+
+			// Update cache reactively
+			const newCache = new Map(this.modelDefaultsCache);
+			newCache.set(modelName, defaults);
+			this.modelDefaultsCache = newCache;
+
+			return defaults;
+		} catch (err) {
+			console.warn(`Failed to fetch defaults for ${modelName}:`, err);
+			return {};
+		} finally {
+			this.modelDefaultsFetching.delete(modelName);
+		}
+	}
+
+	/**
+	 * Get cached model defaults (returns empty if not fetched)
+	 */
+	getModelDefaults(modelName: string): ModelDefaults {
+		return this.modelDefaultsCache.get(modelName) ?? {};
+	}
+
+	/**
+	 * Get defaults for selected model
+	 */
+	get selectedModelDefaults(): ModelDefaults {
+		if (!this.selectedId) return {};
+		return this.modelDefaultsCache.get(this.selectedId) ?? {};
+	}
 }
 
 /** Singleton models state instance */

frontend/src/lib/stores/settings.svelte.ts

@@ -10,6 +10,7 @@ import {
 	DEFAULT_CHAT_SETTINGS,
 	PARAMETER_RANGES
 } from '$lib/types/settings';
+import type { ModelDefaults } from './models.svelte';
 
 const STORAGE_KEY = 'vessel-settings';
 
@@ -79,12 +80,30 @@ export class SettingsState {
 
 	/**
 	 * Toggle whether to use custom parameters
+	 * When enabling, optionally initialize from model defaults
 	 */
-	toggleCustomParameters(): void {
+	toggleCustomParameters(modelDefaults?: ModelDefaults): void {
 		this.useCustomParameters = !this.useCustomParameters;
+
+		// When enabling custom parameters, initialize from model defaults if provided
+		if (this.useCustomParameters && modelDefaults) {
+			this.initializeFromModelDefaults(modelDefaults);
+		}
+
 		this.saveToStorage();
 	}
 
+	/**
+	 * Initialize parameters from model defaults
+	 * Falls back to hardcoded defaults for any missing values
+	 */
+	initializeFromModelDefaults(modelDefaults: ModelDefaults): void {
+		this.temperature = modelDefaults.temperature ?? DEFAULT_MODEL_PARAMETERS.temperature;
+		this.top_k = modelDefaults.top_k ?? DEFAULT_MODEL_PARAMETERS.top_k;
+		this.top_p = modelDefaults.top_p ?? DEFAULT_MODEL_PARAMETERS.top_p;
+		this.num_ctx = modelDefaults.num_ctx ?? DEFAULT_MODEL_PARAMETERS.num_ctx;
+	}
+
 	/**
 	 * Update a single parameter
 	 */
@@ -112,14 +131,13 @@ export class SettingsState {
 	}
 
 	/**
-	 * Reset all parameters to defaults
+	 * Reset all parameters to model defaults (or hardcoded defaults if not available)
 	 */
-	resetToDefaults(): void {
-		this.temperature = DEFAULT_MODEL_PARAMETERS.temperature;
-		this.top_k = DEFAULT_MODEL_PARAMETERS.top_k;
-		this.top_p = DEFAULT_MODEL_PARAMETERS.top_p;
-		this.num_ctx = DEFAULT_MODEL_PARAMETERS.num_ctx;
-		this.useCustomParameters = false;
+	resetToDefaults(modelDefaults?: ModelDefaults): void {
+		this.temperature = modelDefaults?.temperature ?? DEFAULT_MODEL_PARAMETERS.temperature;
+		this.top_k = modelDefaults?.top_k ?? DEFAULT_MODEL_PARAMETERS.top_k;
+		this.top_p = modelDefaults?.top_p ?? DEFAULT_MODEL_PARAMETERS.top_p;
+		this.num_ctx = modelDefaults?.num_ctx ?? DEFAULT_MODEL_PARAMETERS.num_ctx;
 		this.saveToStorage();
 	}
 

frontend/src/lib/tools/builtin.ts

@@ -292,7 +292,9 @@ class MathParser {
 const mathParser = new MathParser();
 
 const calculateHandler: BuiltinToolHandler<CalculateArgs> = (args) => {
-	const { expression, precision = 10 } = args;
+	const { expression } = args;
+	// Coerce to number - Ollama models sometimes output numbers as strings
+	const precision = Number(args.precision) || 10;
 
 	try {
 		const result = mathParser.parse(expression);
@@ -423,7 +425,10 @@ async function fetchViaProxy(url: string, maxLength: number, timeout: number): P
 }
 
 const fetchUrlHandler: BuiltinToolHandler<FetchUrlArgs> = async (args) => {
-	const { url, extract = 'text', maxLength = 50000, timeout = 30 } = args;
+	const { url, extract = 'text' } = args;
+	// Coerce to numbers - Ollama models sometimes output numbers as strings
+	const maxLength = Number(args.maxLength) || 50000;
+	const timeout = Number(args.timeout) || 30;
 
 	try {
 		const parsedUrl = new URL(url);
@@ -683,7 +688,10 @@ const webSearchDefinition: ToolDefinition = {
 };
 
 const webSearchHandler: BuiltinToolHandler<WebSearchArgs> = async (args) => {
-	const { query, maxResults = 5, site, freshness, region, timeout } = args;
+	const { query, site, freshness, region } = args;
+	// Coerce to numbers - Ollama models sometimes output numbers as strings
+	const maxResults = Number(args.maxResults) || 5;
+	const timeout = Number(args.timeout) || undefined;
 
 	if (!query || query.trim() === '') {
 		return { error: 'Search query is required' };

frontend/src/routes/models/+page.svelte

@@ -641,7 +641,7 @@
 			</div>
 
 			<!-- Capability Filters (matches ollama.com capabilities) -->
-			<div class="mb-6 flex flex-wrap items-center gap-2">
+			<div class="mb-4 flex flex-wrap items-center gap-2">
 				<span class="text-sm text-theme-muted">Capabilities:</span>
 				<button
 					type="button"
@@ -693,14 +693,74 @@
 					<span>☁️</span>
 					<span>Cloud</span>
 				</button>
+			</div>
 
-				{#if modelRegistry.selectedCapabilities.length > 0 || modelRegistry.modelType || modelRegistry.searchQuery || modelRegistry.sortBy !== 'pulls_desc'}
+			<!-- Size Range Filters -->
+			<div class="mb-4 flex flex-wrap items-center gap-2">
+				<span class="text-sm text-theme-muted">Size:</span>
+				<button
+					type="button"
+					onclick={() => modelRegistry.toggleSizeRange('small')}
+					class="rounded-full px-3 py-1 text-sm transition-colors {modelRegistry.hasSizeRange('small')
+						? 'bg-emerald-600 text-theme-primary'
+						: 'bg-theme-secondary text-theme-muted hover:bg-theme-tertiary hover:text-theme-primary'}"
+				>
+					≤3B
+				</button>
+				<button
+					type="button"
+					onclick={() => modelRegistry.toggleSizeRange('medium')}
+					class="rounded-full px-3 py-1 text-sm transition-colors {modelRegistry.hasSizeRange('medium')
+						? 'bg-emerald-600 text-theme-primary'
+						: 'bg-theme-secondary text-theme-muted hover:bg-theme-tertiary hover:text-theme-primary'}"
+				>
+					4-13B
+				</button>
+				<button
+					type="button"
+					onclick={() => modelRegistry.toggleSizeRange('large')}
+					class="rounded-full px-3 py-1 text-sm transition-colors {modelRegistry.hasSizeRange('large')
+						? 'bg-emerald-600 text-theme-primary'
+						: 'bg-theme-secondary text-theme-muted hover:bg-theme-tertiary hover:text-theme-primary'}"
+				>
+					14-70B
+				</button>
+				<button
+					type="button"
+					onclick={() => modelRegistry.toggleSizeRange('xlarge')}
+					class="rounded-full px-3 py-1 text-sm transition-colors {modelRegistry.hasSizeRange('xlarge')
+						? 'bg-emerald-600 text-theme-primary'
+						: 'bg-theme-secondary text-theme-muted hover:bg-theme-tertiary hover:text-theme-primary'}"
+				>
+					>70B
+				</button>
+			</div>
+
+			<!-- Family Filter + Clear All -->
+			<div class="mb-6 flex flex-wrap items-center gap-4">
+				{#if modelRegistry.availableFamilies.length > 0}
+					<div class="flex items-center gap-2">
+						<span class="text-sm text-theme-muted">Family:</span>
+						<select
+							value={modelRegistry.selectedFamily}
+							onchange={(e) => modelRegistry.setFamily((e.target as HTMLSelectElement).value)}
+							class="rounded-lg border border-theme bg-theme-secondary px-3 py-1.5 text-sm text-theme-primary focus:border-blue-500 focus:outline-none focus:ring-1 focus:ring-blue-500"
+						>
+							<option value="">All Families</option>
+							{#each modelRegistry.availableFamilies as family}
+								<option value={family}>{family}</option>
+							{/each}
+						</select>
+					</div>
+				{/if}
+
+				{#if modelRegistry.selectedCapabilities.length > 0 || modelRegistry.selectedSizeRanges.length > 0 || modelRegistry.selectedFamily || modelRegistry.modelType || modelRegistry.searchQuery || modelRegistry.sortBy !== 'pulls_desc'}
 					<button
 						type="button"
 						onclick={() => { modelRegistry.clearFilters(); searchInput = ''; }}
-						class="ml-2 text-sm text-theme-muted hover:text-theme-primary"
+						class="text-sm text-theme-muted hover:text-theme-primary"
 					>
-						Clear filters
+						Clear all filters
 					</button>
 				{/if}
 			</div>

frontend/vite.config.ts

@@ -4,11 +4,12 @@ import { defineConfig } from 'vite';
 // Use environment variable or default to localhost (works with host network mode)
 const ollamaUrl = process.env.OLLAMA_API_URL || 'http://localhost:11434';
 const backendUrl = process.env.BACKEND_URL || 'http://localhost:9090';
+const devPort = parseInt(process.env.DEV_PORT || '7842', 10);
 
 export default defineConfig({
 	plugins: [sveltekit()],
 	server: {
-		port: 7842,
+		port: devPort,
 		proxy: {
 			// Backend health check
 			'/health': {