diff --git a/lib/clients/qdrant/collections.v b/lib/clients/qdrant/collections.v
index 3fc6432e..dd5ddc56 100644
--- a/lib/clients/qdrant/collections.v
+++ b/lib/clients/qdrant/collections.v
@@ -224,3 +224,87 @@ pub fn (mut self QDrantClient) is_collection_exists(params CollectionExistencePa
 
 	return json.decode(QDrantResponse[CollectionExistenceResponse], response.data)!
 }
+
+// Parameters for creating an index
+@[params]
+pub struct CreateIndexParams {
+pub mut:
+	collection_name string      @[json: 'collection_name'; required] // Name of the collection
+	field_name      string      @[json: 'field_name'; required]      // Name of the field to create index for
+	field_schema    FieldSchema @[json: 'field_schema'; required]    // Schema of the field
+	wait            ?bool       @[json: 'wait']                      // Whether to wait until the changes have been applied
+}
+
+// Field schema for index
+pub struct FieldSchema {
+pub mut:
+	field_type string @[json: 'type'; required] // Type of the field (keyword, integer, float, geo)
+}
+
+// Response structure for index operations
+pub struct IndexOperationResponse {
+pub mut:
+	status       string @[json: 'status']
+	operation_id int    @[json: 'operation_id']
+}
+
+// Create an index for a field in a collection
+pub fn (mut self QDrantClient) create_index(params CreateIndexParams) !QDrantResponse[IndexOperationResponse] {
+	mut http_conn := self.httpclient()!
+
+	mut data := {
+		'field_name':   params.field_name
+		'field_schema': json.encode(params.field_schema)
+	}
+
+	if params.wait != none {
+		data['wait'] = params.wait.str()
+	}
+
+	req := httpconnection.Request{
+		method: .put
+		prefix: '/collections/${params.collection_name}/index'
+		data:   json.encode(data)
+	}
+
+	mut response := http_conn.send(req)!
+	if response.code >= 400 {
+		error_ := json.decode(QDrantErrorResponse, response.data)!
+		return error('Error creating index: ' + error_.status.error)
+	}
+
+	return json.decode(QDrantResponse[IndexOperationResponse], response.data)!
+}
+
+// Parameters for deleting an index
+@[params]
+pub struct DeleteIndexParams {
+pub mut:
+	collection_name string @[json: 'collection_name'; required] // Name of the collection
+	field_name      string @[json: 'field_name'; required]      // Name of the field to delete index for
+	wait            ?bool  @[json: 'wait']                      // Whether to wait until the changes have been applied
+}
+
+// Delete an index for a field in a collection
+pub fn (mut self QDrantClient) delete_index(params DeleteIndexParams) !QDrantResponse[IndexOperationResponse] {
+	mut http_conn := self.httpclient()!
+
+	mut url := '/collections/${params.collection_name}/index/${params.field_name}'
+
+	if params.wait != none {
+		url += '?wait=${params.wait}'
+	}
+
+	req := httpconnection.Request{
+		method: .delete
+		prefix: url
+	}
+
+	mut response := http_conn.send(req)!
+	if response.code >= 400 {
+		error_ := json.decode(QDrantErrorResponse, response.data)!
+		return error('Error deleting index: ' + error_.status.error)
+	}
+
+	return json.decode(QDrantResponse[IndexOperationResponse], response.data)!
+}
diff --git a/lib/clients/qdrant/points.v b/lib/clients/qdrant/points.v
index d497e446..278e8f72 100644
--- a/lib/clients/qdrant/points.v
+++ b/lib/clients/qdrant/points.v
@@ -24,6 +24,53 @@ pub mut:
 	order_value f64               // Order value
 }
 
+// Parameters for scrolling through points
+@[params]
+pub struct ScrollPointsParams {
+pub mut:
+	collection_name string  @[json: 'collection_name'; required] // Name of the collection
+	filter          ?Filter @[json: 'filter']                    // Filter conditions
+	limit           int = 10     @[json: 'limit']                                 // Max number of results
+	offset          ?string @[json: 'offset']                    // Offset from which to continue scrolling
+	with_payload    ?bool   @[json: 'with_payload']              // Whether to include payload in the response
+	with_vector     ?bool   @[json: 'with_vector']               // Whether to include vectors in the response
+}
+
+// Response structure for scroll operation
+pub struct ScrollResponse {
+pub mut:
+	points           []PointStruct @[json: 'points']           // List of points
+	next_page_offset ?string       @[json: 'next_page_offset'] // Offset for the next page
+}
+
+// Point structure for scroll results
+pub struct PointStruct {
+pub mut:
+	id      string             @[json: 'id']      // Point ID
+	payload ?map[string]string @[json: 'payload'] // Payload key-value pairs (optional)
+	vector  ?[]f64             @[json: 'vector']  // Vector data (optional)
+}
+
+// Scroll through points with pagination
+pub fn (mut self QDrantClient) scroll_points(params ScrollPointsParams) !QDrantResponse[ScrollResponse] {
+	mut http_conn := self.httpclient()!
+
+	req := httpconnection.Request{
+		method: .post
+		prefix: '/collections/${params.collection_name}/points/scroll'
+		data:   json.encode(params)
+	}
+
+	mut response := http_conn.send(req)!
+
+	if response.code >= 400 {
+		error_ := json.decode(QDrantErrorResponse, response.data)!
+		return error('Error scrolling points: ' + error_.status.error)
+	}
+
+	return json.decode(QDrantResponse[ScrollResponse], response.data)!
+}
+
 // Retrieves all details from multiple points.
 pub fn (mut self QDrantClient) retrieve_points(params RetrievePointsParams) !QDrantResponse[RetrievePointsResponse] {
 	mut http_conn := self.httpclient()!
@@ -50,6 +97,7 @@ pub mut:
 	collection_name string  @[json: 'collection_name'; required] // Name of the collection
 	points          []Point @[json: 'points'; required]          // List of points to upsert
 	shard_key       ?string // Optional shard key for sharding
+	wait            ?bool   // Whether to wait until the changes have been applied
 }
 
 // Represents a single point to be upserted.
@@ -86,3 +134,309 @@ pub fn (mut self QDrantClient) upsert_points(params UpsertPointsParams) !QDrantR
 
 	return json.decode(QDrantResponse[UpsertPointsResponse], response.data)!
 }
+
+// Parameters for getting a point by ID
+@[params]
+pub struct GetPointParams {
+pub mut:
+	collection_name string @[json: 'collection_name'; required] // Name of the collection
+	id              string @[json: 'id'; required]              // ID of the point to retrieve
+	with_payload    ?bool // Whether to include payload in the response
+	with_vector     ?bool // Whether to include vector in the response
+}
+
+// Response structure for the get point operation
+pub struct GetPointResponse {
+pub mut:
+	id      string            // Point ID
+	payload map[string]string // Payload key-value pairs
+	vector  ?[]f64            // Vector data (optional)
+}
+
+// Get a point by ID
+pub fn (mut self QDrantClient) get_point(params GetPointParams) !QDrantResponse[GetPointResponse] {
+	mut http_conn := self.httpclient()!
+
+	mut url := '/collections/${params.collection_name}/points/${params.id}'
+
+	// Add query parameters if provided
+	mut query_params := []string{}
+	if params.with_payload != none {
+		query_params << 'with_payload=${params.with_payload}'
+	}
+	if params.with_vector != none {
+		query_params << 'with_vector=${params.with_vector}'
+	}
+
+	if query_params.len > 0 {
+		url += '?' + query_params.join('&')
+	}
+
+	req := httpconnection.Request{
+		method: .get
+		prefix: url
+	}
+
+	mut response := http_conn.send(req)!
+
+	if response.code >= 400 {
+		error_ := json.decode(QDrantErrorResponse, response.data)!
+		return error('Error getting point: ' + error_.status.error)
+	}
+
+	return json.decode(QDrantResponse[GetPointResponse], response.data)!
+}
+
+// Filter condition for field matching
+pub struct FieldCondition {
+pub mut:
+	key           string  @[json: 'key'; required] // Field name to filter by
+	match_        ?string @[json: 'match']         // Exact match value (string)
+	match_integer ?int    @[json: 'match']         // Exact match value (integer)
+	match_float   ?f64    @[json: 'match']         // Exact match value (float)
+	match_bool    ?bool   @[json: 'match']         // Exact match value (boolean)
+	range         ?Range  @[json: 'range']         // Range condition
+}
+
+// Range condition for numeric fields
+pub struct Range {
+pub mut:
+	lt  ?f64 @[json: 'lt']  // Less than
+	gt  ?f64 @[json: 'gt']  // Greater than
+	gte ?f64 @[json: 'gte'] // Greater than or equal
+	lte ?f64 @[json: 'lte'] // Less than or equal
+}
+
+// Filter structure for search operations
+pub struct Filter {
+pub mut:
+	must     ?[]FieldCondition @[json: 'must']     // All conditions must match
+	must_not ?[]FieldCondition @[json: 'must_not'] // None of the conditions should match
+	should   ?[]FieldCondition @[json: 'should']   // At least one condition should match
+}
+
+// Parameters for searching points
+@[params]
+pub struct SearchParams {
+pub mut:
+	collection_name string  @[json: 'collection_name'; required] // Name of the collection
+	vector          []f64   @[json: 'vector'; required]          // Vector to search for
+	filter          ?Filter @[json: 'filter']                    // Filter conditions
+	limit           int = 10     @[json: 'limit']                                 // Max number of results
+	offset          ?int    @[json: 'offset']                    // Offset of the first result to return
+	with_payload    ?bool   @[json: 'with_payload']              // Whether to include payload in the response
+	with_vector     ?bool   @[json: 'with_vector']               // Whether to include vectors in the response
+	score_threshold ?f64    @[json: 'score_threshold']           // Minimal score threshold
+}
+
+// Scored point in search results
+pub struct ScoredPoint {
+pub mut:
+	id      string             @[json: 'id']      // Point ID
+	payload ?map[string]string @[json: 'payload'] // Payload key-value pairs (optional)
+	vector  ?[]f64             @[json: 'vector']  // Vector data (optional)
+	score   f64                @[json: 'score']   // Similarity score
+}
+
+// Response structure for search operation
+pub struct SearchResponse {
+pub mut:
+	points []ScoredPoint @[json: 'points'] // List of scored points
+}
+
+// Search for points based on vector similarity
+pub fn (mut self QDrantClient) search(params SearchParams) !QDrantResponse[SearchResponse] {
+	mut http_conn := self.httpclient()!
+
+	req := httpconnection.Request{
+		method: .post
+		prefix: '/collections/${params.collection_name}/points/search'
+		data:   json.encode(params)
+	}
+
+	mut response := http_conn.send(req)!
+
+	if response.code >= 400 {
+		error_ := json.decode(QDrantErrorResponse, response.data)!
+		return error('Error searching points: ' + error_.status.error)
+	}
+
+	return json.decode(QDrantResponse[SearchResponse], response.data)!
+}
+
+// Points selector for delete operation
+pub struct PointsSelector {
+pub mut:
+	points ?[]string @[json: 'points'] // List of point IDs to delete
+	filter ?Filter   @[json: 'filter'] // Filter condition to select points for deletion
+}
+
+// Parameters for deleting points
+@[params]
+pub struct DeletePointsParams {
+pub mut:
+	collection_name string         @[json: 'collection_name'; required] // Name of the collection
+	points_selector PointsSelector @[json: 'points_selector'; required] // Points selector
+	wait            ?bool          @[json: 'wait']                      // Whether to wait until the changes have been applied
+}
+
+// Response structure for delete points operation
+pub struct DeletePointsResponse {
+pub mut:
+	status       string @[json: 'status']
+	operation_id int    @[json: 'operation_id']
+}
+
+// Delete points from a collection
+pub fn (mut self QDrantClient) delete_points(params DeletePointsParams) !QDrantResponse[DeletePointsResponse] {
+	mut http_conn := self.httpclient()!
+
+	req := httpconnection.Request{
+		method: .post
+		prefix: '/collections/${params.collection_name}/points/delete'
+		data:   json.encode(params)
+	}
+
+	mut response := http_conn.send(req)!
+
+	if response.code >= 400 {
+		error_ := json.decode(QDrantErrorResponse, response.data)!
+		return error('Error deleting points: ' + error_.status.error)
+	}
+
+	return json.decode(QDrantResponse[DeletePointsResponse], response.data)!
+}
+
+// Parameters for counting points
+@[params]
+pub struct CountPointsParams {
+pub mut:
+	collection_name string  @[json: 'collection_name'; required] // Name of the collection
+	filter          ?Filter @[json: 'filter']                    // Filter conditions
+	exact           ?bool   @[json: 'exact']                     // Whether to calculate exact count
+}
+
+// Response structure for count operation
+pub struct CountResponse {
+pub mut:
+	count int @[json: 'count'] // Number of points matching the filter
+}
+
+// Count points in a collection
+pub fn (mut self QDrantClient) count_points(params CountPointsParams) !QDrantResponse[CountResponse] {
+	mut http_conn := self.httpclient()!
+
+	req := httpconnection.Request{
+		method: .post
+		prefix: '/collections/${params.collection_name}/points/count'
+		data:   json.encode(params)
+	}
+
+	mut response := http_conn.send(req)!
+
+	if response.code >= 400 {
+		error_ := json.decode(QDrantErrorResponse, response.data)!
+		return error('Error counting points: ' + error_.status.error)
+	}
+
+	return json.decode(QDrantResponse[CountResponse], response.data)!
+}
+
+// Parameters for setting payload
+@[params]
+pub struct SetPayloadParams {
+pub mut:
+	collection_name string            @[json: 'collection_name'; required] // Name of the collection
+	payload         map[string]string @[json: 'payload'; required]         // Payload to set
+	points          ?[]string         @[json: 'points']                    // List of point IDs to set payload for
+	filter          ?Filter           @[json: 'filter']                    // Filter condition to select points
+	wait            ?bool             @[json: 'wait']                      // Whether to wait until the changes have been applied
+}
+
+// Response structure for payload operations
+pub struct PayloadOperationResponse {
+pub mut:
+	status       string @[json: 'status']
+	operation_id int    @[json: 'operation_id']
+}
+
+// Set payload for points
+pub fn (mut self QDrantClient) set_payload(params SetPayloadParams) !QDrantResponse[PayloadOperationResponse] {
+	mut http_conn := self.httpclient()!
+
+	req := httpconnection.Request{
+		method: .post
+		prefix: '/collections/${params.collection_name}/points/payload'
+		data:   json.encode(params)
+	}
+
+	mut response := http_conn.send(req)!
+
+	if response.code >= 400 {
+		error_ := json.decode(QDrantErrorResponse, response.data)!
+		return error('Error setting payload: ' + error_.status.error)
+	}
+
+	return json.decode(QDrantResponse[PayloadOperationResponse], response.data)!
+}
+
+// Parameters for deleting payload
+@[params]
+pub struct DeletePayloadParams {
+pub mut:
+	collection_name string    @[json: 'collection_name'; required] // Name of the collection
+	keys            []string  @[json: 'keys'; required]            // List of payload keys to delete
+	points          ?[]string @[json: 'points']                    // List of point IDs to delete payload from
+	filter          ?Filter   @[json: 'filter']                    // Filter condition to select points
+	wait            ?bool     @[json: 'wait']                      // Whether to wait until the changes have been applied
+}
+
+// Delete payload for points
+pub fn (mut self QDrantClient) delete_payload(params DeletePayloadParams) !QDrantResponse[PayloadOperationResponse] {
+	mut http_conn := self.httpclient()!
+
+	req := httpconnection.Request{
+		method: .post
+		prefix: '/collections/${params.collection_name}/points/payload/delete'
+		data:   json.encode(params)
+	}
+
+	mut response := http_conn.send(req)!
+
+	if response.code >= 400 {
+		error_ := json.decode(QDrantErrorResponse, response.data)!
+		return error('Error deleting payload: ' + error_.status.error)
+	}
+
+	return json.decode(QDrantResponse[PayloadOperationResponse], response.data)!
+}
+
+// Parameters for clearing payload
+@[params]
+pub struct ClearPayloadParams {
+pub mut:
+	collection_name string    @[json: 'collection_name'; required] // Name of the collection
+	points          ?[]string @[json: 'points']                    // List of point IDs to clear payload for
+	filter          ?Filter   @[json: 'filter']                    // Filter condition to select points
+	wait            ?bool     @[json: 'wait']                      // Whether to wait until the changes have been applied
+}
+
+// Clear payload for points
+pub fn (mut self QDrantClient) clear_payload(params ClearPayloadParams) !QDrantResponse[PayloadOperationResponse] {
+	mut http_conn := self.httpclient()!
+
+	req := httpconnection.Request{
+		method: .post
+		prefix: '/collections/${params.collection_name}/points/payload/clear'
+		data:   json.encode(params)
+	}
+
+	mut response := http_conn.send(req)!
+
+	if response.code >= 400 {
+		error_ := json.decode(QDrantErrorResponse, response.data)!
+		return error('Error clearing payload: ' + error_.status.error)
+	}
+
+	return json.decode(QDrantResponse[PayloadOperationResponse], response.data)!
+}
diff --git a/lib/clients/qdrant/qdrant_client.v b/lib/clients/qdrant/qdrant_client.v
index f304be64..14af1f61 100644
--- a/lib/clients/qdrant/qdrant_client.v
+++ b/lib/clients/qdrant/qdrant_client.v
@@ -1,6 +1,7 @@
 module qdrant
 
 import freeflowuniverse.herolib.core.httpconnection
+import json
 
 // QDrant usage
 pub struct QDrantUsage {
@@ -31,6 +32,56 @@ pub mut:
 	error string // Error message
 }
 
+// Service information
+pub struct ServiceInfo {
+pub mut:
+	version string  // Version of the Qdrant server
+	commit  ?string // Git commit hash
+}
+
+// Health check response
+pub struct HealthCheckResponse {
+pub mut:
+	title   string // Title of the health check
+	status  string // Status of the health check
+	version string // Version of the Qdrant server
+}
+
+// Get service information
+pub fn (mut self QDrantClient) get_service_info() !QDrantResponse[ServiceInfo] {
+	mut http_conn := self.httpclient()!
+	req := httpconnection.Request{
+		method: .get
+		prefix: '/telemetry'
+	}
+
+	mut response := http_conn.send(req)!
+
+	if response.code >= 400 {
+		error_ := json.decode(QDrantErrorResponse, response.data)!
+		return error('Error getting service info: ' + error_.status.error)
+	}
+
+	return json.decode(QDrantResponse[ServiceInfo], response.data)!
+}
+
+// Check health of the Qdrant server
+pub fn (mut self QDrantClient) health_check() !bool {
+	mut http_conn := self.httpclient()!
+	req := httpconnection.Request{
+		method: .get
+		prefix: '/healthz'
+	}
+
+	mut response := http_conn.send(req)!
+
+	if response.code >= 400 {
+		return false
+	}
+
+	return true
+}
+
 // httpclient creates a new HTTP connection to the Qdrant API
 fn (mut self QDrantClient) httpclient() !&httpconnection.HTTPConnection {
 	mut http_conn := httpconnection.new(
diff --git a/lib/clients/qdrant/qdrant_client_test.v b/lib/clients/qdrant/qdrant_client_test.v
index 97d55cfc..9bf5a522 100644
--- a/lib/clients/qdrant/qdrant_client_test.v
+++ b/lib/clients/qdrant/qdrant_client_test.v
@@ -1 +1,326 @@
 module qdrant
+
+import os
+
+fn test_client_creation() {
+	// Create a client with default settings
+	mut client := QDrantClient{
+		name: 'test_client'
+		url:  'http://localhost:6333'
+	}
+
+	assert client.name == 'test_client'
+	assert client.url == 'http://localhost:6333'
+	assert client.secret == ''
+}
+
+fn test_client_with_auth() {
+	// Create a client with authentication
+	mut client := QDrantClient{
+		name:   'auth_client'
+		url:    'http://localhost:6333'
+		secret: 'test_api_key'
+	}
+
+	assert client.name == 'auth_client'
+	assert client.url == 'http://localhost:6333'
+	assert client.secret == 'test_api_key'
+}
+
+// The following tests require a running Qdrant server
+// They are commented out to avoid test failures when no server is available
+
+/*
+fn test_collection_operations() {
+	if os.getenv('QDRANT_TEST_URL') == '' {
+		println('Skipping test_collection_operations: QDRANT_TEST_URL not set')
+		return
+	}
+
+	mut client := QDrantClient{
+		name: 'test_client'
+		url: os.getenv('QDRANT_TEST_URL')
+	}
+	
+	// Create a test collection
+	create_result := client.create_collection(
+		collection_name: 'test_collection'
+		size: 128
+		distance: 'cosine'
+	) or {
+		assert false, 'Failed to create collection: ${err}'
+		return
+	}
+	
+	assert create_result.status == 'ok'
+	
+	// Check if collection exists
+	exists_result := client.is_collection_exists(
+		collection_name: 'test_collection'
+	) or {
+		assert false, 'Failed to check collection existence: ${err}'
+		return
+	}
+	
+	assert exists_result.result.exists == true
+	
+	// Get collection info
+	get_result := client.get_collection(
+		collection_name: 'test_collection'
+	) or {
+		assert false, 'Failed to get collection: ${err}'
+		return
+	}
+	
+	assert get_result.result.config.params.vectors.size == 128
+	assert get_result.result.config.params.vectors.distance == 'cosine'
+	
+	// Create an index
+	create_index_result := client.create_index(
+		collection_name: 'test_collection'
+		field_name: 'category'
+		field_schema: FieldSchema{
+			field_type: 'keyword'
+		}
+		wait: true
+	) or {
+		assert false, 'Failed to create index: ${err}'
+		return
+	}
+	
+	assert create_index_result.status == 'ok'
+	
+	// Delete the index
+	delete_index_result := client.delete_index(
+		collection_name: 'test_collection'
+		field_name: 'category'
+		wait: true
+	) or {
+		assert false, 'Failed to delete index: ${err}'
+		return
+	}
+	
+	assert delete_index_result.status == 'ok'
+	
+	// List collections
+	list_result := client.list_collections() or {
+		assert false, 'Failed to list collections: ${err}'
+		return
+	}
+	
+	assert 'test_collection' in list_result.result.collections.map(it.collection_name)
+	
+	// Delete collection
+	delete_result := client.delete_collection(
+		collection_name: 'test_collection'
+	) or {
+		assert false, 'Failed to delete collection: ${err}'
+		return
+	}
+	
+	assert delete_result.status == 'ok'
+}
+
+fn test_points_operations() {
+	if os.getenv('QDRANT_TEST_URL') == '' {
+		println('Skipping test_points_operations: QDRANT_TEST_URL not set')
+		return
+	}
+
+	mut client := QDrantClient{
+		name: 'test_client'
+		url: os.getenv('QDRANT_TEST_URL')
+	}
+	
+	// Create a test collection
+	client.create_collection(
+		collection_name: 'test_points'
+		size: 4
+		distance: 'cosine'
+	) or {
+		assert false, 'Failed to create collection: ${err}'
+		return
+	}
+	
+	// Upsert points
+	points := [
+		Point{
+			id: '1'
+			vector: [f64(0.1), 0.2, 0.3, 0.4]
+			payload: {
+				'color': 'red'
+				'category': 'furniture'
+			}
+		},
+		Point{
+			id: '2'
+			vector: [f64(0.2), 0.3, 0.4, 0.5]
+			payload: {
+				'color': 'blue'
+				'category': 'electronics'
+			}
+		}
+	]
+	
+	upsert_result := client.upsert_points(
+		collection_name: 'test_points'
+		points: points
+		wait: true
+	) or {
+		assert false, 'Failed to upsert points: ${err}'
+		return
+	}
+	
+	assert upsert_result.status == 'ok'
+	
+	// Get a point
+	get_result := client.get_point(
+		collection_name: 'test_points'
+		id: '1'
+		with_payload: true
+		with_vector: true
+	) or {
+		assert false, 'Failed to get point: ${err}'
+		return
+	}
+	
+	assert get_result.result.id == '1'
+	assert get_result.result.payload['color'] == 'red'
+	
+	// Search for points
+	search_result := client.search(
+		collection_name: 'test_points'
+		vector: [f64(0.1), 0.2, 0.3, 0.4]
+		limit: 10
+	) or {
+		assert false, 'Failed to search points: ${err}'
+		return
+	}
+	
+	assert search_result.result.points.len > 0
+	
+	// Scroll through points
+	scroll_result := client.scroll_points(
+		collection_name: 'test_points'
+		limit: 10
+		with_payload: true
+		with_vector: true
+	) or {
+		assert false, 'Failed to scroll points: ${err}'
+		return
+	}
+	
+	assert scroll_result.result.points.len > 0
+	
+	// Count points
+	count_result := client.count_points(
+		collection_name: 'test_points'
+	) or {
+		assert false, 'Failed to count points: ${err}'
+		return
+	}
+	
+	assert count_result.result.count == 2
+	
+	// Set payload
+	set_payload_result := client.set_payload(
+		collection_name: 'test_points'
+		payload: {
+			'price': '100'
+			'in_stock': 'true'
+		}
+		points: ['1']
+	) or {
+		assert false, 'Failed to set payload: ${err}'
+		return
+	}
+	
+	assert set_payload_result.status == 'ok'
+	
+	// Get point to verify payload was set
+	get_result_after_set := client.get_point(
+		collection_name: 'test_points'
+		id: '1'
+		with_payload: true
+	) or {
+		assert false, 'Failed to get point after setting payload: ${err}'
+		return
+	}
+	
+	assert get_result_after_set.result.payload['price'] == '100'
+	assert get_result_after_set.result.payload['in_stock'] == 'true'
+	
+	// Delete specific payload key
+	delete_payload_result := client.delete_payload(
+		collection_name: 'test_points'
+		keys: ['price']
+		points: ['1']
+	) or {
+		assert false, 'Failed to delete payload: ${err}'
+		return
+	}
+	
+	assert delete_payload_result.status == 'ok'
+	
+	// Clear all payload
+	clear_payload_result := client.clear_payload(
+		collection_name: 'test_points'
+		points: ['1']
+	) or {
+		assert false, 'Failed to clear payload: ${err}'
+		return
+	}
+	
+	assert clear_payload_result.status == 'ok'
+	
+	// Delete points
+	delete_result := client.delete_points(
+		collection_name: 'test_points'
+		points_selector: PointsSelector{
+			points: ['1', '2']
+		}
+		wait: true
+	) or {
+		assert false, 'Failed to delete points: ${err}'
+		return
+	}
+	
+	assert delete_result.status == 'ok'
+	
+	// Clean up
+	client.delete_collection(
+		collection_name: 'test_points'
+	) or {
+		assert false, 'Failed to delete collection: ${err}'
+		return
+	}
+}
+
+fn test_service_operations() {
+	if os.getenv('QDRANT_TEST_URL') == '' {
+		println('Skipping test_service_operations: QDRANT_TEST_URL not set')
+		return
+	}
+
+	mut client := QDrantClient{
+		name: 'test_client'
+		url: os.getenv('QDRANT_TEST_URL')
+	}
+	
+	// Get service info
+	info_result := client.get_service_info() or {
+		assert false, 'Failed to get service info: ${err}'
+		return
+	}
+	
+	assert info_result.result.version != ''
+	
+	// Check health
+	health_result := client.health_check() or {
+		assert false, 'Failed to check health: ${err}'
+		return
+	}
+	
+	assert health_result == true
+}
+*/