Add pulsar API token check

trustgraph-base/trustgraph/base/base_processor.py

@@ -12,6 +12,7 @@ from .. log_level import LogLevel
 class BaseProcessor:
 
     default_pulsar_host = os.getenv("PULSAR_HOST", 'pulsar://pulsar:6650')
+    default_pulsar_api_key = os.getenv("PULSAR_API_KEY", None)
 
     def __init__(self, **params):
 
@@ -30,15 +31,23 @@ class BaseProcessor:
 
         pulsar_host = params.get("pulsar_host", self.default_pulsar_host)
         pulsar_listener = params.get("pulsar_listener", None)
+        pulsar_api_key = params.get("pulsar_api_key", None)
         log_level = params.get("log_level", LogLevel.INFO)
 
         self.pulsar_host = pulsar_host
-
+        if pulsar_api_key:
-        self.client = pulsar.Client(
+            auth = pulsar.AuthenticationToken(pulsar_api_key)
+            self.client = pulsar.Client(
+            pulsar_host,
+            authentication=auth,
+            logger=pulsar.ConsoleLogger(log_level.to_pulsar())
+            )
+        else:
+            self.client = pulsar.Client(
             pulsar_host,
             listener_name=pulsar_listener,
             logger=pulsar.ConsoleLogger(log_level.to_pulsar())
-        )
+            )
 
         self.pulsar_listener = pulsar_listener
 
@@ -56,6 +65,12 @@ class BaseProcessor:
             default=__class__.default_pulsar_host,
             help=f'Pulsar host (default: {__class__.default_pulsar_host})',
         )
+        
+        parser.add_argument(
+            '--pulsar-api-key',
+            default=__class__.default_pulsar_api_key,
+            help=f'Pulsar API key',
+        )
 
         parser.add_argument(
             '--pulsar-listener',

trustgraph-base/trustgraph/base/publisher.py

@@ -31,8 +31,6 @@ class Publisher:
         while self.running:
 
             try:
-
-                print(self.chunking_enabled)
                 producer = self.client.create_producer(
                     topic=self.topic,
                     schema=self.schema,

trustgraph-base/trustgraph/clients/agent_client.py

@@ -20,6 +20,7 @@ class AgentClient(BaseClient):
             input_queue=None,
             output_queue=None,
             pulsar_host="pulsar://pulsar:6650",
+            pulsar_api_key=None,
     ):
 
         if input_queue is None: input_queue = agent_request_queue
@@ -33,6 +34,7 @@ class AgentClient(BaseClient):
             pulsar_host=pulsar_host,
             input_schema=AgentRequest,
             output_schema=AgentResponse,
+            pulsar_api_key=pulsar_api_key
         )
 
     def request(

trustgraph-base/trustgraph/clients/base.py

@@ -27,6 +27,7 @@ class BaseClient:
             input_schema=None,
             output_schema=None,
             pulsar_host="pulsar://pulsar:6650",
+            pulsar_api_key=None,
     ):
 
         if input_queue == None: raise RuntimeError("Need input_queue")
@@ -37,10 +38,18 @@ class BaseClient:
         if subscriber == None:
             subscriber = str(uuid.uuid4())
 
-        self.client = pulsar.Client(
+        if pulsar_api_key:
+            auth = pulsar.AuthenticationToken(pulsar_api_key)
+            self.client = pulsar.Client(
             pulsar_host,
-            logger=pulsar.ConsoleLogger(log_level),
+            authentication=auth,
-        )
+            logger=pulsar.ConsoleLogger(log_level.to_pulsar())
+            )
+        else:
+            self.client = pulsar.Client(
+            pulsar_host,
+            logger=pulsar.ConsoleLogger(log_level.to_pulsar())
+            )
 
         self.producer = self.client.create_producer(
             topic=input_queue,

trustgraph-base/trustgraph/clients/document_embeddings_client.py

@@ -20,6 +20,7 @@ class DocumentEmbeddingsClient(BaseClient):
             input_queue=None,
             output_queue=None,
             pulsar_host="pulsar://pulsar:6650",
+            pulsar_api_key=None,
     ):
 
         if input_queue == None:
@@ -34,6 +35,7 @@ class DocumentEmbeddingsClient(BaseClient):
             input_queue=input_queue,
             output_queue=output_queue,
             pulsar_host=pulsar_host,
+            pulsar_api_key=pulsar_api_key,
             input_schema=DocumentEmbeddingsRequest,
             output_schema=DocumentEmbeddingsResponse,
         )

trustgraph-base/trustgraph/clients/document_rag_client.py

@@ -20,6 +20,7 @@ class DocumentRagClient(BaseClient):
             input_queue=None,
             output_queue=None,
             pulsar_host="pulsar://pulsar:6650",
+            pulsar_api_key=None,
     ):
 
         if input_queue == None:
@@ -34,6 +35,7 @@ class DocumentRagClient(BaseClient):
             input_queue=input_queue,
             output_queue=output_queue,
             pulsar_host=pulsar_host,
+            pulsar_api_key=pulsar_api_key,
             input_schema=DocumentRagQuery,
             output_schema=DocumentRagResponse,
         )

trustgraph-base/trustgraph/clients/embeddings_client.py

@@ -20,6 +20,7 @@ class EmbeddingsClient(BaseClient):
             output_queue=None,
             subscriber=None,
             pulsar_host="pulsar://pulsar:6650",
+            pulsar_api_key=None,
     ):
 
         if input_queue == None:
@@ -34,6 +35,7 @@ class EmbeddingsClient(BaseClient):
             input_queue=input_queue,
             output_queue=output_queue,
             pulsar_host=pulsar_host,
+            pulsar_api_key=pulsar_api_key,
             input_schema=EmbeddingsRequest,
             output_schema=EmbeddingsResponse,
         )

trustgraph-base/trustgraph/clients/graph_embeddings_client.py

@@ -20,6 +20,7 @@ class GraphEmbeddingsClient(BaseClient):
             input_queue=None,
             output_queue=None,
             pulsar_host="pulsar://pulsar:6650",
+            pulsar_api_key=None,
     ):
 
         if input_queue == None:
@@ -34,6 +35,7 @@ class GraphEmbeddingsClient(BaseClient):
             input_queue=input_queue,
             output_queue=output_queue,
             pulsar_host=pulsar_host,
+            pulsar_api_key=pulsar_api_key,
             input_schema=GraphEmbeddingsRequest,
             output_schema=GraphEmbeddingsResponse,
         )

trustgraph-base/trustgraph/clients/graph_rag_client.py

@@ -20,6 +20,7 @@ class GraphRagClient(BaseClient):
             input_queue=None,
             output_queue=None,
             pulsar_host="pulsar://pulsar:6650",
+            pulsar_api_key=None,
     ):
 
         if input_queue == None:
@@ -34,6 +35,7 @@ class GraphRagClient(BaseClient):
             input_queue=input_queue,
             output_queue=output_queue,
             pulsar_host=pulsar_host,
+            pulsar_api_key=pulsar_api_key,
             input_schema=GraphRagQuery,
             output_schema=GraphRagResponse,
         )

trustgraph-base/trustgraph/clients/llm_client.py

@@ -20,6 +20,7 @@ class LlmClient(BaseClient):
             input_queue=None,
             output_queue=None,
             pulsar_host="pulsar://pulsar:6650",
+            pulsar_api_key=None,
     ):
 
         if input_queue is None: input_queue = text_completion_request_queue
@@ -31,6 +32,7 @@ class LlmClient(BaseClient):
             input_queue=input_queue,
             output_queue=output_queue,
             pulsar_host=pulsar_host,
+            pulsar_api_key=pulsar_api_key,
             input_schema=TextCompletionRequest,
             output_schema=TextCompletionResponse,
         )

trustgraph-base/trustgraph/clients/prompt_client.py

@@ -39,6 +39,7 @@ class PromptClient(BaseClient):
             input_queue=None,
             output_queue=None,
             pulsar_host="pulsar://pulsar:6650",
+            pulsar_api_key=None,
     ):
 
         if input_queue == None:
@@ -53,6 +54,7 @@ class PromptClient(BaseClient):
             input_queue=input_queue,
             output_queue=output_queue,
             pulsar_host=pulsar_host,
+            pulsar_api_key=pulsar_api_key,
             input_schema=PromptRequest,
             output_schema=PromptResponse,
         )

trustgraph-base/trustgraph/clients/triples_query_client.py

@@ -21,6 +21,7 @@ class TriplesQueryClient(BaseClient):
             input_queue=None,
             output_queue=None,
             pulsar_host="pulsar://pulsar:6650",
+            pulsar_api_key=None,
     ):
 
         if input_queue == None:
@@ -34,6 +35,7 @@ class TriplesQueryClient(BaseClient):
             subscriber=subscriber,
             input_queue=input_queue,
             output_queue=output_queue,
+            pulsar_api_key=pulsar_api_key,
             pulsar_host=pulsar_host,
             input_schema=TriplesQueryRequest,
             output_schema=TriplesQueryResponse,

trustgraph-cli/scripts/tg-graph-show

@@ -48,7 +48,13 @@ def main():
         default=default_collection,
         help=f'Collection ID (default: {default_collection})'
     )
-
+        
+    # parser.add_argument(
+    #     '--pulsar-api-key',
+    #     default=default_pulsar_api_key,
+    #     help=f'Pulsar API key',
+    # )
+    
     args = parser.parse_args()
 
     try:
@@ -57,6 +63,7 @@ def main():
             url=args.api_url,
             user=args.user,
             collection=args.collection,
+            pulsar_api_key=args.pulsar_api_key,
         )
 
     except Exception as e:

trustgraph-cli/scripts/tg-graph-to-turtle

@@ -80,7 +80,13 @@ def main():
         default=default_collection,
         help=f'Collection ID (default: {default_collection})'
     )
-
+    
+    # parser.add_argument(
+    #     '--pulsar-api-key',
+    #     default=default_pulsar_api_key,
+    #     help=f'Pulsar API key',
+    # )
+    
     args = parser.parse_args()
 
     try:

trustgraph-cli/scripts/tg-invoke-agent

@@ -137,6 +137,12 @@ def main():
         action="store_true",
         help=f'Output thinking/observations'
     )
+    
+    # parser.add_argument(
+    #     '--pulsar-api-key',
+    #     default=default_pulsar_api_key,
+    #     help=f'Pulsar API key',
+    # )
 
     args = parser.parse_args()
 

trustgraph-cli/scripts/tg-invoke-document-rag

@@ -34,8 +34,14 @@ def main():
         help=f'API URL (default: {default_url})',
     )
 
+    # parser.add_argument(
+    #     '--pulsar-api-key',
+    #     default=default_pulsar_api_key,
+    #     help=f'Pulsar API key',
+    # )
+
     parser.add_argument(
-        '-q', '--question',
+        '-q', '--query',
         required=True,
         help=f'Question to answer',
     )

trustgraph-cli/scripts/tg-invoke-graph-rag

@@ -33,6 +33,12 @@ def main():
         default=default_url,
         help=f'API URL (default: {default_url})',
     )
+    
+    # parser.add_argument(
+    #     '--pulsar-api-key',
+    #     default=default_pulsar_api_key,
+    #     help=f'Pulsar API key',
+    # )
 
     parser.add_argument(
         '-q', '--question',

trustgraph-cli/scripts/tg-invoke-llm

@@ -32,7 +32,7 @@ def main():
         default=default_url,
         help=f'API URL (default: {default_url})',
     )
-
+    
     parser.add_argument(
         'system',
         nargs=1,
@@ -44,6 +44,12 @@ def main():
         nargs=1,
         help='LLM prompt e.g. What is 2 + 2?',
     )
+    
+    # parser.add_argument(
+    #     '--pulsar-api-key',
+    #     default=default_pulsar_api_key,
+    #     help=f'Pulsar API key',
+    # )
 
     args = parser.parse_args()
 

trustgraph-cli/scripts/tg-invoke-prompt

@@ -54,6 +54,12 @@ def main():
         help='''Prompt template terms of the form variable=value, can be
 specified multiple times''',
     )
+    
+    # parser.add_argument(
+    #     '--pulsar-api-key',
+    #     default=default_pulsar_api_key,
+    #     help=f'Pulsar API key',
+    # )
 
     args = parser.parse_args()
 

trustgraph-cli/scripts/tg-load-pdf

@@ -30,6 +30,7 @@ class Loader:
             user,
             collection,
             metadata,
+            pulsar_api_key=None,
     ):
 
         self.api = Api(url)
@@ -80,6 +81,12 @@ def main():
         default=default_url,
         help=f'API URL (default: {default_url})',
     )
+    
+    # parser.add_argument(
+    #     '--pulsar-api-key',
+    #     default=default_pulsar_api_key,
+    #     help=f'Pulsar API key',
+    # )
 
     parser.add_argument(
         '-U', '--user',

trustgraph-cli/scripts/tg-load-text

@@ -30,6 +30,7 @@ class Loader:
             user,
             collection,
             metadata,
+            pulsar_api_key=None,
     ):
 
         self.api = Api(url)
@@ -80,6 +81,12 @@ def main():
         default=default_url,
         help=f'API URL (default: {default_url})',
     )
+    
+    # parser.add_argument(
+    #     '--pulsar-api-key',
+    #     default=default_pulsar_api_key,
+    #     help=f'Pulsar API key',
+    # )
 
     parser.add_argument(
         '-U', '--user',

trustgraph-cli/scripts/tg-load-turtle

@@ -19,6 +19,8 @@ from trustgraph.log_level import LogLevel
 default_user = 'trustgraph'
 default_collection = 'default'
 default_pulsar_host = os.getenv("PULSAR_HOST", 'pulsar://localhost:6650')
+default_pulsar_api_key = os.getenv("PULSAR_API_KEY", None)
+
 default_output_queue = triples_store_queue
 
 class Loader:
@@ -31,12 +33,21 @@ class Loader:
             files,
             user,
             collection,
+            pulsar_api_key=None,
     ):
 
-        self.client = pulsar.Client(
+        if pulsar_api_key:
-            pulsar_host,
+            auth = pulsar.AuthenticationToken(pulsar_api_key)
-            logger=pulsar.ConsoleLogger(log_level.to_pulsar())
+            self.client = pulsar.Client(
-        )
+				pulsar_host,
+				authentication=auth,
+				logger=pulsar.ConsoleLogger(log_level.to_pulsar())
+            )
+        else:
+            self.client = pulsar.Client(
+				pulsar_host,
+				logger=pulsar.ConsoleLogger(log_level.to_pulsar())
+            )
 
         self.producer = self.client.create_producer(
             topic=output_queue,
@@ -98,6 +109,12 @@ def main():
         default=default_pulsar_host,
         help=f'Pulsar host (default: {default_pulsar_host})',
     )
+    
+    parser.add_argument(
+        '--pulsar-api-key',
+        default=default_pulsar_api_key,
+        help=f'Pulsar API key',
+    )
 
     parser.add_argument(
         '-o', '--output-queue',
@@ -137,6 +154,7 @@ def main():
         try:
             p = Loader(
                 pulsar_host=args.pulsar_host,
+                pulsar_api_key=args.pulsar_api_key,
                 output_queue=args.output_queue,
                 log_level=args.log_level,
                 files=args.files,

trustgraph-flow/trustgraph/agent/react/service.py

@@ -156,14 +156,16 @@ class Processor(ConsumerProducer):
             subscriber=subscriber,
             input_queue=prompt_request_queue,
             output_queue=prompt_response_queue,
-            pulsar_host = self.pulsar_host
+            pulsar_host = self.pulsar_host,
+            pulsar_api_key=self.pulsar_api_key,
         )
 
         self.graph_rag = GraphRagClient(
             subscriber=subscriber,
             input_queue=graph_rag_request_queue,
             output_queue=graph_rag_response_queue,
-            pulsar_host = self.pulsar_host
+            pulsar_host = self.pulsar_host,
+            pulsar_api_key=self.pulsar_api_key,
         )
 
         # Need to be able to feed requests to myself

trustgraph-flow/trustgraph/document_rag.py

@@ -59,6 +59,7 @@ class DocumentRag:
     def __init__(
             self,
             pulsar_host="pulsar://pulsar:6650",
+            pulsar_api_key=None,
             pr_request_queue=None,
             pr_response_queue=None,
             emb_request_queue=None,
@@ -100,6 +101,7 @@ class DocumentRag:
             subscriber=module + "-de",
             input_queue=de_request_queue,
             output_queue=de_response_queue,
+            pulsar_api_key=pulsar_api_key,
         )            
 
         self.embeddings = EmbeddingsClient(
@@ -107,6 +109,7 @@ class DocumentRag:
             input_queue=emb_request_queue,
             output_queue=emb_response_queue,
             subscriber=module + "-emb",
+            pulsar_api_key=pulsar_api_key,
         )
 
         self.lang = PromptClient(
@@ -114,6 +117,7 @@ class DocumentRag:
             input_queue=pr_request_queue,
             output_queue=pr_response_queue,
             subscriber=module + "-de-prompt",
+            pulsar_api_key=pulsar_api_key,
         )
 
         if self.verbose:

trustgraph-flow/trustgraph/embeddings/document_embeddings/embeddings.py

@@ -47,6 +47,7 @@ class Processor(ConsumerProducer):
 
         self.embeddings = EmbeddingsClient(
             pulsar_host=self.pulsar_host,
+			pulsar_api_key=self.pulsar_api_key,
             input_queue=emb_request_queue,
             output_queue=emb_response_queue,
             subscriber=module + "-emb",

trustgraph-flow/trustgraph/extract/kg/definitions/extract.py

@@ -79,6 +79,7 @@ class Processor(ConsumerProducer):
 
         self.prompt = PromptClient(
             pulsar_host=self.pulsar_host,
+            pulsar_api_key=self.pulsar_api_key,
             input_queue=pr_request_queue,
             output_queue=pr_response_queue,
             subscriber = module + "-prompt",

trustgraph-flow/trustgraph/extract/kg/relationships/extract.py

@@ -54,6 +54,7 @@ class Processor(ConsumerProducer):
 
         self.prompt = PromptClient(
             pulsar_host=self.pulsar_host,
+            pulsar_api_key=self.pulsar_api_key,
             input_queue=pr_request_queue,
             output_queue=pr_response_queue,
             subscriber = module + "-prompt",

trustgraph-flow/trustgraph/extract/kg/topics/extract.py

@@ -52,6 +52,7 @@ class Processor(ConsumerProducer):
 
         self.prompt = PromptClient(
             pulsar_host=self.pulsar_host,
+            pulsar_api_key=self.pulsar_api_key,
             input_queue=pr_request_queue,
             output_queue=pr_response_queue,
             subscriber = module + "-prompt",

trustgraph-flow/trustgraph/extract/object/row/extract.py

@@ -112,6 +112,7 @@ class Processor(ConsumerProducer):
 
         self.prompt = PromptClient(
             pulsar_host=self.pulsar_host,
+            pulsar_api_key=self.pulsar_api_key,
             input_queue=pr_request_queue,
             output_queue=pr_response_queue,
             subscriber = module + "-prompt",

trustgraph-flow/trustgraph/gateway/agent.py

@@ -7,10 +7,18 @@ from . endpoint import ServiceEndpoint
 from . requestor import ServiceRequestor
 
 class AgentRequestor(ServiceRequestor):
+<<<<<<< HEAD
     def __init__(self, pulsar_client, timeout, auth):
 
         super(AgentRequestor, self).__init__(
             pulsar_client=pulsar_client,
+=======
+    def __init__(self, pulsar_host, timeout, auth, pulsar_api_key=None):
+
+        super(AgentRequestor, self).__init__(
+            pulsar_host=pulsar_host,
+            pulsar_api_key=pulsar_api_key,
+>>>>>>> a5d5b4c (Add pulsar API token check)
             request_queue=agent_request_queue,
             response_queue=agent_response_queue,
             request_schema=AgentRequest,

trustgraph-flow/trustgraph/gateway/graph_embeddings_stream.py

@@ -26,6 +26,7 @@ class GraphEmbeddingsStreamEndpoint(SocketEndpoint):
         self.subscriber = Subscriber(
             self.pulsar_client, graph_embeddings_store_queue,
             "api-gateway", "api-gateway",
+            pulsar_api_key=self.pulsar_api_key,
             schema=JsonSchema(GraphEmbeddings)
         )
 

trustgraph-flow/trustgraph/gateway/mux.py

@@ -21,6 +21,7 @@ class MuxEndpoint(SocketEndpoint):
             self, pulsar_client, auth,
             services,
             path="/api/v1/socket",
+            pulsar_api_key=None
     ):
 
         super(MuxEndpoint, self).__init__(

trustgraph-flow/trustgraph/gateway/requestor.py

@@ -19,6 +19,7 @@ class ServiceRequestor:
             response_queue, response_schema,
             subscription="api-gateway", consumer_name="api-gateway",
             timeout=600,
+            pulsar_api_key=None,
     ):
 
         self.pub = Publisher(
@@ -29,6 +30,7 @@ class ServiceRequestor:
         self.sub = Subscriber(
             pulsar_client, response_queue,
             subscription, consumer_name,
+            pulsar_api_key,
             JsonSchema(response_schema)
         )
 

trustgraph-flow/trustgraph/gateway/sender.py

@@ -17,6 +17,7 @@ class ServiceSender:
             self,
             pulsar_client,
             request_queue, request_schema,
+            pulsar_api_key=None,
     ):
 
         self.pub = Publisher(

trustgraph-flow/trustgraph/gateway/service.py

@@ -57,6 +57,7 @@ logger.setLevel(logging.INFO)
 
 default_pulsar_host = os.getenv("PULSAR_HOST", "pulsar://pulsar:6650")
 default_prometheus_url = os.getenv("PROMETHEUS_URL", "http://prometheus:9090")
+default_pulsar_api_key = os.getenv("PULSAR_API_KEY", None)
 default_timeout = 600
 default_port = 8088
 default_api_token = os.getenv("GATEWAY_SECRET", "")
@@ -73,11 +74,20 @@ class Api:
         self.port = int(config.get("port", default_port))
         self.timeout = int(config.get("timeout", default_timeout))
         self.pulsar_host = config.get("pulsar_host", default_pulsar_host)
+        self.pulsar_api_key = config.get(
+            "pulsar_api_key", default_pulsar_api_key
+        )
         self.pulsar_listener = config.get("pulsar_listener", None)
 
-        self.pulsar_client = pulsar.Client(
+        if self.pulsar_api_key:
-            self.pulsar_host, listener_name=self.pulsar_listener
+            self.pulsar_client = pulsar.Client(
-        )
+                self.pulsar_host, listener_name=self.pulsar_listener,
+                authentication=pulsar.AuthenticationToken(self.pulsar_api_key)
+            )
+        else:
+            self.pulsar_client = pulsar.Client(
+                self.pulsar_host, listener_name=self.pulsar_listener,
+            )
 
         self.prometheus_url = config.get(
             "prometheus_url", default_prometheus_url,
@@ -224,6 +234,7 @@ class Api:
             TriplesLoadEndpoint(
                 pulsar_client=self.pulsar_client,
                 auth = self.auth,
+                pulsar_api_key=self.pulsar_api_key,
             ),
             GraphEmbeddingsLoadEndpoint(
                 pulsar_client=self.pulsar_client,
@@ -237,6 +248,7 @@ class Api:
                 pulsar_client=self.pulsar_client,
                 auth = self.auth,
                 services = self.services,
+                pulsar_api_key=self.pulsar_api_key,
             ),
             MetricsEndpoint(
                 endpoint_path = "/api/v1/metrics",
@@ -270,6 +282,12 @@ def run():
         default=default_pulsar_host,
         help=f'Pulsar host (default: {default_pulsar_host})',
     )
+    
+    parser.add_argument(
+        '--pulsar-api-key',
+        default=default_pulsar_api_key,
+        help=f'Pulsar API key',
+    )
 
     parser.add_argument(
         '--pulsar-listener',

trustgraph-flow/trustgraph/gateway/triples_stream.py

@@ -24,6 +24,7 @@ class TriplesStreamEndpoint(SocketEndpoint):
         self.subscriber = Subscriber(
             self.pulsar_client, triples_store_queue,
             "api-gateway", "api-gateway",
+            pulsar_api_key=self.pulsar_api_key,
             schema=JsonSchema(Triples)
         )
 

trustgraph-flow/trustgraph/graph_rag.py

@@ -161,6 +161,7 @@ class GraphRag:
     def __init__(
             self,
             pulsar_host="pulsar://pulsar:6650",
+            pulsar_api_key=None,
             pr_request_queue=None,
             pr_response_queue=None,
             emb_request_queue=None,
@@ -207,6 +208,7 @@ class GraphRag:
 
         self.ge_client = GraphEmbeddingsClient(
             pulsar_host=pulsar_host,
+            pulsar_api_key=-pulsar_api_key,
             subscriber=module + "-ge",
             input_queue=ge_request_queue,
             output_queue=ge_response_queue,
@@ -214,6 +216,7 @@ class GraphRag:
 
         self.triples_client = TriplesQueryClient(
             pulsar_host=pulsar_host,
+            pulsar_api_key=-pulsar_api_key,
             subscriber=module + "-tpl",
             input_queue=tpl_request_queue,
             output_queue=tpl_response_queue
@@ -221,6 +224,7 @@ class GraphRag:
 
         self.embeddings = EmbeddingsClient(
             pulsar_host=pulsar_host,
+            pulsar_api_key=-pulsar_api_key,
             input_queue=emb_request_queue,
             output_queue=emb_response_queue,
             subscriber=module + "-emb",
@@ -234,6 +238,7 @@ class GraphRag:
 
         self.prompt = PromptClient(
             pulsar_host=pulsar_host,
+            pulsar_api_key=-pulsar_api_key,
             input_queue=pr_request_queue,
             output_queue=pr_response_queue,
             subscriber=module + "-prompt",

trustgraph-flow/trustgraph/model/prompt/generic/service.py

@@ -63,7 +63,8 @@ class Processor(ConsumerProducer):
             subscriber=subscriber,
             input_queue=tc_request_queue,
             output_queue=tc_response_queue,
-            pulsar_host = self.pulsar_host
+            pulsar_host = self.pulsar_host,
+            pulsar_api_key=self.pulsar_api_key,
         )
 
     def parse_json(self, text):

trustgraph-flow/trustgraph/model/prompt/template/service.py

@@ -136,7 +136,8 @@ class Processor(ConsumerProducer):
             subscriber=subscriber,
             input_queue=tc_request_queue,
             output_queue=tc_response_queue,
-            pulsar_host = self.pulsar_host
+            pulsar_host = self.pulsar_host,
+            pulsar_api_key=self.pulsar_api_key,
         )
 
         # System prompt hack

trustgraph-flow/trustgraph/processing/processing.py

@@ -49,11 +49,12 @@ class Processing:
             pulsar_host,
             log_level,
             file,
+            pulsar_api_key=None,
     ):
         self.pulsar_host = pulsar_host
         self.log_level = log_level
         self.file = file
-
+        self.pulsar_api_key = pulsar_api_key
         self.defs = load(open(file, "r"), Loader=Loader)
 
     def run(self):
@@ -125,12 +126,19 @@ def run():
     )
 
     default_pulsar_host = os.getenv("PULSAR_HOST", 'pulsar://pulsar:6650')
+    default_pulsar_api_key = os.getenv("PULSAR_API_KEY", None)
 
     parser.add_argument(
         '-p', '--pulsar-host',
         default=default_pulsar_host,
         help=f'Pulsar host (default: {default_pulsar_host})',
     )
+    
+    parser.add_argument(
+        '--pulsar-api-key',
+        default=default_pulsar_api_key,
+        help=f'Pulsar API key',
+    )
 
     parser.add_argument(
         '-l', '--log-level',

trustgraph-flow/trustgraph/retrieval/document_rag/rag.py

@@ -68,6 +68,7 @@ class Processor(ConsumerProducer):
 
         self.rag = DocumentRag(
             pulsar_host=self.pulsar_host,
+            pulsar_api_key=self.pulsar_api_key,
             pr_request_queue=pr_request_queue,
             pr_response_queue=pr_response_queue,
             emb_request_queue=emb_request_queue,

trustgraph-flow/trustgraph/retrieval/graph_rag/rag.py

@@ -82,6 +82,7 @@ class Processor(ConsumerProducer):
 
         self.rag = GraphRag(
             pulsar_host=self.pulsar_host,
+            pulsar_api_key=self.pulsar_api_key,
             pr_request_queue=pr_request_queue,
             pr_response_queue=pr_response_queue,
             emb_request_queue=emb_request_queue,