change the parameter!

.env.example

@@ -1,38 +1,4 @@
-# make one like so https://docs.langflow.org/api-keys-and-authentication#langflow-secret-key
+# Ingestion Configuration
-LANGFLOW_SECRET_KEY=
+# Set to true to disable Langflow ingestion and use traditional OpenRAG processor
-# flow ids for chat and ingestion flows
+# If unset or false, Langflow pipeline will be used (default: upload -> ingest -> delete)
-LANGFLOW_CHAT_FLOW_ID=1098eea1-6649-4e1d-aed1-b77249fb8dd0
+DISABLE_INGEST_WITH_LANGFLOW=false
-LANGFLOW_INGEST_FLOW_ID=5488df7c-b93f-4f87-a446-b67028bc0813
-# must match the hashed password in secureconfig, must change for secure deployment!!!
-OPENSEARCH_PASSWORD=
-# make here https://console.cloud.google.com/apis/credentials
-GOOGLE_OAUTH_CLIENT_ID=
-GOOGLE_OAUTH_CLIENT_SECRET=
-# Azure app registration credentials for SharePoint/OneDrive
-MICROSOFT_GRAPH_OAUTH_CLIENT_ID=
-MICROSOFT_GRAPH_OAUTH_CLIENT_SECRET=
-# OPTIONAL: dns routable from google (etc.) to handle continous ingest (something like ngrok works). This enables continous ingestion
-WEBHOOK_BASE_URL=
-
-OPENAI_API_KEY=
-
-AWS_ACCESS_KEY_ID=
-AWS_SECRET_ACCESS_KEY=
-
-# OPTIONAL url for openrag link to langflow in the UI
-LANGFLOW_PUBLIC_URL=
-
-# Langflow auth
-LANGFLOW_AUTO_LOGIN=False
-LANGFLOW_SUPERUSER=
-LANGFLOW_SUPERUSER_PASSWORD=
-LANGFLOW_NEW_USER_IS_ACTIVE=False
-LANGFLOW_ENABLE_SUPERUSER_CLI=False
-
-
-
-# Ingestion Mode Configuration
-# Options: "langflow" (default) or "openrag"
-# - langflow: Use Langflow pipeline for document ingestion (upload -> ingest -> delete)
-# - openrag: Use traditional OpenRAG processor for document ingestion
-INGEST_MODE=langflow

Dockerfile.frontend

@@ -11,7 +11,7 @@ RUN npm install
 COPY frontend/ ./
 
 # Build frontend
-RUN npm run build
+RUN npm run build 
 
 # Expose frontend port
 EXPOSE 3000

README.md

@@ -47,9 +47,9 @@ cp .env.example .env
 - `LANGFLOW_INGEST_FLOW_ID`: ID of your Langflow ingestion flow
 
 **Ingestion Configuration:**
-- `INGEST_MODE`: Controls how default documents are ingested (default: `langflow`)
+- `DISABLE_INGEST_WITH_LANGFLOW`: Disable Langflow ingestion pipeline (default: `false`)
-  - `langflow`: Uses Langflow pipeline for document ingestion (upload → ingest → delete)
+  - `false` or unset: Uses Langflow pipeline (upload → ingest → delete)
-  - `openrag`: Uses traditional OpenRAG processor for document ingestion
+  - `true`: Uses traditional OpenRAG processor for document ingestion
 
 **Optional:**
 - `LANGFLOW_PUBLIC_URL`: Public URL for Langflow (default: `http://localhost:7860`)

docker-compose-cpu.yml

@@ -54,7 +54,7 @@ services:
       - LANGFLOW_SUPERUSER_PASSWORD=${LANGFLOW_SUPERUSER_PASSWORD}
       - LANGFLOW_CHAT_FLOW_ID=${LANGFLOW_CHAT_FLOW_ID}
       - LANGFLOW_INGEST_FLOW_ID=${LANGFLOW_INGEST_FLOW_ID}
-      - INGEST_MODE=${INGEST_MODE:-langflow}
+      - DISABLE_INGEST_WITH_LANGFLOW=${DISABLE_INGEST_WITH_LANGFLOW:-false}
       - OPENSEARCH_PORT=9200
       - OPENSEARCH_USERNAME=admin
       - OPENSEARCH_PASSWORD=${OPENSEARCH_PASSWORD}

docker-compose.yml

@@ -54,6 +54,7 @@ services:
       - LANGFLOW_SUPERUSER_PASSWORD=${LANGFLOW_SUPERUSER_PASSWORD}
       - LANGFLOW_CHAT_FLOW_ID=${LANGFLOW_CHAT_FLOW_ID}
       - LANGFLOW_INGEST_FLOW_ID=${LANGFLOW_INGEST_FLOW_ID}
+      - DISABLE_INGEST_WITH_LANGFLOW=${DISABLE_INGEST_WITH_LANGFLOW:-false}
       - OPENSEARCH_PORT=9200
       - OPENSEARCH_USERNAME=admin
       - OPENSEARCH_PASSWORD=${OPENSEARCH_PASSWORD}

src/config/settings.py

@@ -45,8 +45,8 @@ SESSION_SECRET = os.getenv("SESSION_SECRET", "your-secret-key-change-in-producti
 GOOGLE_OAUTH_CLIENT_ID = os.getenv("GOOGLE_OAUTH_CLIENT_ID")
 GOOGLE_OAUTH_CLIENT_SECRET = os.getenv("GOOGLE_OAUTH_CLIENT_SECRET")
 
-# Ingestion mode configuration
+# Ingestion configuration
-INGEST_MODE = os.getenv("INGEST_MODE", "langflow").lower()  # "langflow" or "openrag"
+DISABLE_INGEST_WITH_LANGFLOW = os.getenv("DISABLE_INGEST_WITH_LANGFLOW", "false").lower() in ("true", "1", "yes")
 
 
 def is_no_auth_mode():

src/main.py

@@ -41,9 +41,9 @@ from auth_middleware import optional_auth, require_auth
 
 # Configuration and setup
 from config.settings import (
+    DISABLE_INGEST_WITH_LANGFLOW,
     INDEX_BODY,
     INDEX_NAME,
-    INGEST_MODE,
     SESSION_SECRET,
     clients,
     is_no_auth_mode,
@@ -227,7 +227,7 @@ async def init_index_when_ready():
 async def ingest_default_documents_when_ready(services):
     """Scan the local documents folder and ingest files like a non-auth upload."""
     try:
-        logger.info("Ingesting default documents when ready", ingest_mode=INGEST_MODE)
+        logger.info("Ingesting default documents when ready", disable_langflow_ingest=DISABLE_INGEST_WITH_LANGFLOW)
         base_dir = os.path.abspath(os.path.join(os.getcwd(), "documents"))
         if not os.path.isdir(base_dir):
             logger.info(
@@ -249,10 +249,10 @@ async def ingest_default_documents_when_ready(services):
             )
             return
 
-        if INGEST_MODE == "langflow":
+        if DISABLE_INGEST_WITH_LANGFLOW:
-            await _ingest_default_documents_langflow(services, file_paths)
-        else:
             await _ingest_default_documents_openrag(services, file_paths)
+        else:
+            await _ingest_default_documents_langflow(services, file_paths)
 
     except Exception as e:
         logger.error("Default documents ingestion failed", error=str(e))