riteshm06 commited on
Commit
1caf2d1
·
1 Parent(s): d2b4dcf

Create main.py

Browse files
Files changed (1) hide show
  1. main.py +17 -0
main.py ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from Rag_Retriver import Vector_search, GPT_completion_with_vector_search
2
+ from fastapi import FastAPI
3
+ from pydantic import BaseModel
4
+
5
+ #Pydantic object
6
+ class validation(BaseModel):
7
+ prompt: str
8
+
9
+ #Fast API
10
+ app = FastAPI()
11
+
12
+
13
+ @app.post("/Gathnex_Rag_System")
14
+ async def retrival_augmented_generation(item: validation):
15
+ rag = Vector_search(item.prompt)
16
+ completion = GPT_completion_with_vector_search(item.prompt, rag)
17
+ return completion