Spaces:
Sleeping
Sleeping
app
Browse files
app.py
CHANGED
@@ -9,27 +9,23 @@ from langchain.embeddings import HuggingFaceInferenceAPIEmbeddings
|
|
9 |
|
10 |
|
11 |
|
12 |
-
load_dotenv()
|
13 |
|
14 |
|
15 |
-
# APIS
|
16 |
-
OPENAI_API_KEY=os.getenv("OPENAI_API_KEY")
|
17 |
-
PINECONE_API_KEY=os.getenv("PINECONE_API_KEY")
|
18 |
-
|
19 |
-
PINECONE_INDEX=os.getenv("PINECONE_INDEX")
|
20 |
-
TEXT_EMBEDDING_MODEL=os.getenv("TEXT_EMBEDDING_MODEL")
|
21 |
-
HF_MODEL=os.getenv("HF_MODEL")
|
22 |
-
HF_API=os.getenv("HF_API")
|
23 |
|
24 |
|
25 |
def model(query):
|
26 |
pinecone.init(
|
27 |
api_key=PINECONE_API_KEY, # find at app.pinecone.io
|
28 |
-
environment=
|
29 |
)
|
30 |
|
31 |
-
embeddings = HuggingFaceInferenceAPIEmbeddings(api_key=HF_API ,model_name=
|
32 |
-
vectorstore = Pinecone.from_existing_index(
|
33 |
|
34 |
docs = vectorstore.similarity_search(query,k=5)
|
35 |
|
|
|
9 |
|
10 |
|
11 |
|
12 |
+
# load_dotenv()
|
13 |
|
14 |
|
15 |
+
# # APIS
|
16 |
+
# OPENAI_API_KEY=os.getenv("OPENAI_API_KEY")
|
17 |
+
# PINECONE_API_KEY=os.getenv("PINECONE_API_KEY")
|
18 |
+
# HF_API=os.getenv("HF_API")
|
|
|
|
|
|
|
|
|
19 |
|
20 |
|
21 |
def model(query):
|
22 |
pinecone.init(
|
23 |
api_key=PINECONE_API_KEY, # find at app.pinecone.io
|
24 |
+
environment='gcp-starter', # next to api key in console
|
25 |
)
|
26 |
|
27 |
+
embeddings = HuggingFaceInferenceAPIEmbeddings(api_key=HF_API ,model_name="llmrails/ember-v1")
|
28 |
+
vectorstore = Pinecone.from_existing_index('legal-gpt', embeddings)
|
29 |
|
30 |
docs = vectorstore.similarity_search(query,k=5)
|
31 |
|