55from weaviate .classes .config import Configure
66from weaviate .classes .init import Auth
77
8+ # Required environment variables
9+ url = os .getenv ("WEAVIATE_URL" )
10+ api_key = os .getenv ("WEAVIATE_API_KEY" )
11+ openai_key = os .getenv ("WEAVIATE_OPENAI_API_KEY" ) or os .getenv ("OPENAI_API_KEY" )
12+
13+ if not url :
14+ raise Exception ((
15+ "Weaviate URL has not been provided.\n "
16+ "Did you set the WEAVIATE_URL in your project's .env file?"
17+ ))
18+
19+ if not api_key :
20+ raise Exception ((
21+ "Weaviate API key has not been provided.\n "
22+ "Did you set the WEAVIATE_API_KEY in your project's .env file?"
23+ ))
24+
25+ if not openai_key :
26+ raise Exception ((
27+ "OpenAI API key has not been provided.\n "
28+ "Did you set either WEAVIATE_OPENAI_API_KEY or OPENAI_API_KEY in your project's .env file?"
29+ ))
30+
831def search_collection (
932 collection_name : str ,
1033 query : str ,
@@ -22,14 +45,6 @@ def search_collection(
2245 Returns:
2346 str: JSON string containing search results
2447 """
25- url = os .environ .get ("WEAVIATE_URL" )
26- api_key = os .environ .get ("WEAVIATE_API_KEY" )
27- openai_key = os .environ .get ("WEAVIATE_OPENAI_API_KEY" ) or \
28- os .environ .get ("OPENAI_API_KEY" )
29-
30- if not url or not api_key or not openai_key :
31- raise ValueError ("Missing required environment variables" )
32-
3348 headers = {"X-OpenAI-Api-Key" : openai_key }
3449 vectorizer = Configure .Vectorizer .text2vec_openai (model = model )
3550
@@ -70,14 +85,6 @@ def create_collection(
7085 Returns:
7186 str: Success message
7287 """
73- url = os .environ .get ("WEAVIATE_URL" )
74- api_key = os .environ .get ("WEAVIATE_API_KEY" )
75- openai_key = os .environ .get ("WEAVIATE_OPENAI_API_KEY" ) or \
76- os .environ .get ("OPENAI_API_KEY" )
77-
78- if not url or not api_key or not openai_key :
79- raise ValueError ("Missing required environment variables" )
80-
8188 headers = {"X-OpenAI-Api-Key" : openai_key }
8289 vectorizer = Configure .Vectorizer .text2vec_openai (model = model )
8390
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