Merge branch 'main' into STAGING

README.md

@@ -31,31 +31,14 @@ If you are using Neo4j Desktop, you will not be able to use the docker-compose b
 ### Local deployment
 #### Running through docker-compose
 By default only OpenAI and Diffbot are enabled since Gemini requires extra GCP configurations.
-Accoroding to enviornment we are configuring the models which is indicated by VITE_LLM_MODELS_PROD variable we can configure model based on our need.
+According to enviornment we are configuring the models which is indicated by VITE_LLM_MODELS_PROD variable we can configure model based on our need.
 EX:
 ```env
 VITE_LLM_MODELS_PROD="openai_gpt_4o,openai_gpt_4o_mini,diffbot,gemini_1.5_flash"
 ```
-According to the environment, we are configuring the models which indicated by VITE_LLM_MODELS_PROD variable we can configure models based on our needs.
-EX:
-```env
-VITE_LLM_MODELS_PROD="openai_gpt_4o,openai_gpt_4o_mini,diffbot,gemini_1.5_flash"
-```
-
-if you only want OpenAI:
-```env
-VITE_LLM_MODELS_PROD="diffbot,openai-gpt-3.5,openai-gpt-4o"
-VITE_LLM_MODELS_PROD="diffbot,openai-gpt-3.5,openai-gpt-4o"
 OPENAI_API_KEY="your-openai-key"
 ```
 
-if you only want Diffbot:
-```env
-VITE_LLM_MODELS_PROD="diffbot"
-VITE_LLM_MODELS_PROD="diffbot"
-DIFFBOT_API_KEY="your-diffbot-key"
-```
-
 You can then run Docker Compose to build and start all components:
 ```bash
 docker-compose up --build
@@ -79,7 +62,7 @@ You can of course combine all (local, youtube, wikipedia, s3 and gcs) or remove
 ### Chat Modes
 
 By default,all of the chat modes will be available: vector, graph_vector, graph, fulltext, graph_vector_fulltext , entity_vector and global_vector.
-By default,all of the chat modes will be available: vector, graph_vector, graph, fulltext, graph_vector_fulltext , entity_vector and global_vector.
+
 If none of the mode is mentioned in the chat modes variable all modes will be available:
 ```env
 VITE_CHAT_MODES=""
@@ -123,7 +106,7 @@ Alternatively, you can run the backend and frontend separately:
 To deploy the app and packages on Google Cloud Platform, run the following command on google cloud run:
 ```bash
 # Frontend deploy 
-gcloud run deploy dev-frontend --set-env-vars "VITE_BACKEND_API_URL=" --set-env-vars "VITE_FRONTEND_HOSTNAME=hostname.us-central1.run.app" --set-env-vars "VITE_SEGMENT_API_URL=https://cdn.segment.com/v1/projects/4SGwdwzuDm5WkFvQtz7D6ATQlo14yjmW/settings"
+gcloud run deploy dev-frontend 
 source location current directory > Frontend
 region : 32 [us-central 1]
 Allow unauthenticated request : Yes

backend/requirements.txt

@@ -58,4 +58,4 @@ graphdatascience==1.12
 Secweb==1.11.0
 ragas==0.2.6
 rouge_score==0.1.2
-langchain-neo4j==0.1.1
+langchain-neo4j==0.1.1

backend/score.py

@@ -30,7 +30,7 @@
 from Secweb.XFrameOptions import XFrame
 from fastapi.middleware.gzip import GZipMiddleware
 from src.ragas_eval import *
-from starlette.types import ASGIApp, Receive, Scope, Send
+from starlette.types import ASGIApp, Message, Receive, Scope, Send
 from langchain_neo4j import Neo4jGraph
 
 logger = CustomLogger()

backend/src/graphDB_dataAccess.py

@@ -520,5 +520,5 @@ def update_node_relationship_count(self,document_name):
                     "nodeCount" : nodeCount,
                     "relationshipCount" : relationshipCount
                     }
-            
+
         return response

frontend/src/components/Layout/PageLayout.tsx

@@ -107,7 +107,6 @@ const PageLayout: React.FC = () => {
         }
       };
       // To update credentials if environment values differ
-
       const updateSessionIfNeeded = (envCredentials: any, storedSession: string) => {
         try {
           const storedCredentials = JSON.parse(storedSession);

frontend/src/context/UserCredentials.tsx

@@ -36,7 +36,6 @@ const UserCredentialsWrapper: FunctionComponent<Props> = (props) => {
   const [errorMessage, setErrorMessage] = useState<string>('');
   const [showDisconnectButton, setShowDisconnectButton] = useState<boolean>(false);
   const [isGCSActive, setIsGCSActive] = useState<boolean>(false);
-
   const value = {
     userCredentials,
     setUserCredentials,