diff --git a/examples.py b/examples.py
deleted file mode 100644
index 5621f01..0000000
--- a/examples.py
+++ /dev/null
@@ -1,158 +0,0 @@
-from dotenv import load_dotenv
-import os
-from pprint import pprint
-from datetime import datetime, timezone
-from cryptography.hazmat.primitives import serialization
-from cryptography.hazmat.primitives.asymmetric import ed25519
-from ceramic_python.did import DID
-from ceramic_python.ceramic_client import CeramicClient
-from ceramic_python.model_instance_document import ModelInstanceDocument, ModelInstanceDocumentMetadataArgs
-import requests
-from key_did_provider_ed25519.utils import encode_did
-
-load_dotenv()
-
-ENV_ID = os.getenv("ENV_ID")
-TABLE_ID = os.getenv("TABLE_ID")
-CONTEXT_ID = os.getenv("CONTEXT_ID")
-AGENT_ONE_SEED = os.getenv("AGENT_ONE_SEED")
-AGENT_TWO_SEED = os.getenv("AGENT_TWO_SEED")
-AGENT_THREE_SEED = os.getenv("AGENT_THREE_SEED")
-CERAMIC_ENDPOINT = os.getenv("CERAMIC_ENDPOINT")
-ORBIS_ENDPOINT = os.getenv("ORBIS_ENDPOINT")
-
-switcher = {
-"agent_one": AGENT_ONE_SEED,
-"agent_two": AGENT_TWO_SEED,
-"agent_three": AGENT_THREE_SEED
-}
-
-class CeramicActions:
-
-    def __init__(self, agent):
-        self.private_key = switcher.get(agent)
-        self.ed25519_private_key = ed25519.Ed25519PrivateKey.from_private_bytes(bytes.fromhex(self.private_key))
-        self.ed25519_public_key = self.ed25519_private_key.public_key()
-        self.did = encode_did(self.ed25519_public_key.public_bytes(
-            encoding=serialization.Encoding.Raw,
-            format=serialization.PublicFormat.Raw
-        ))
-    
-    def initialize_ceramic(self):
-        did = DID(
-            id=self.did,
-            private_key=self.private_key,
-        )
-        ceramic_client = CeramicClient(CERAMIC_ENDPOINT, did)
-        return ceramic_client
-
-    def create_document(self, content):
-        ceramic_client = self.initialize_ceramic()
-        pprint(f"Initialized Ceramic client with DID: {self.did}")
-
-        metadata_args = ModelInstanceDocumentMetadataArgs(
-            controller=self.did,
-            model=TABLE_ID,
-            context=CONTEXT_ID
-        )
-        
-        # Get the current date and time in UTC
-        current_time = datetime.now(timezone.utc)
-
-        # Format it as an ISO 8601 string
-        formatted_time = current_time.isoformat()
-        
-        content.update({
-            # get datetime
-            "timestamp": formatted_time,
-        })
-
-        doc = ModelInstanceDocument.create(ceramic_client, content, metadata_args)
-        pprint(f"Stream created with ID: {doc.stream_id}")
-        return doc
-    
-    def get_all_documents(self):
-
-        body = {
-            "jsonQuery": {
-                "$raw": {
-                    "query": f"SELECT * FROM {TABLE_ID}",
-                    "params": []
-                }
-            },
-            "env": ENV_ID
-        }
-        headers = {
-            "Content-Type": "application/json"
-        }
-        response = requests.post(url=ORBIS_ENDPOINT, headers=headers, json=body)
-        pprint(response.json())
-        return response.json()
-    
-    def get_with_filter(self, filter):
-        
-        filters = []
-        for (key, value) in filter.items():
-            filter = f"{key} = {value}"
-            filters.append(filter)
-            
-        # Join the filters with 'AND' if there are multiple filters
-        joined_filters = " AND ".join(filters)
-        
-        body = {
-            "jsonQuery": {
-                "$raw": {
-                    "query": f"SELECT * FROM {TABLE_ID} WHERE {joined_filters}",
-                    "params": []
-                }
-            },
-            "env": ENV_ID
-        }
-        headers = {
-            "Content-Type": "application/json"
-        }
-        response = requests.post(url=ORBIS_ENDPOINT, headers=headers, json=body)
-        pprint(response.json())
-        return response.json()
-    
-    def update_document(self, document_id, content):
-        ceramic_client = self.initialize_ceramic()
-        pprint(f"Initialized Ceramic client with DID: {self.did}")
-
-        metadata_args = ModelInstanceDocumentMetadataArgs(
-            controller=self.did,
-            model=TABLE_ID,
-            context=CONTEXT_ID,
-        )
-        
-        # Get the current date and time in UTC
-        current_time = datetime.now(timezone.utc)
-
-        # Format it as an ISO 8601 string
-        formatted_time = current_time.isoformat()
-        
-        content.update({
-            # get datetime
-            "timestamp": formatted_time,
-        })
-        
-        patch =[]
-        
-        modelInstance = ModelInstanceDocument.load(ceramic_client, stream_id=document_id)
-        new_doc = modelInstance.content.copy()
-
-        for key, value in content.items():
-            new_doc[key] = value
-            patch.append({
-                "op": "replace",
-                "path": f"/{key}",
-                "value": value
-            })
-        
-        modelInstance.patch(json_patch=patch, metadata_args=metadata_args, opts={'anchor': True, 'publish': True, 'sync': 0})
-        
-        # get updated state
-        new_state = ModelInstanceDocument.load(ceramic_client, stream_id=document_id).content
-
-        pprint(f"Stream updated with ID: {document_id}")
-        return new_state
\ No newline at end of file
diff --git a/server-example.py b/server-example.py
index 7d9e026..6380c55 100644
--- a/server-example.py
+++ b/server-example.py
@@ -1,4 +1,3 @@
-from http.server import HTTPServer, BaseHTTPRequestHandler
 import os
 from dotenv import load_dotenv
 from ceramicsdk import OrbisDB