import io from functions import * from PyPDF2 import PdfReader from fastapi import FastAPI, File, UploadFile from fastapi.middleware.cors import CORSMiddleware app = FastAPI(title = "ConversAI", root_path = "/api/v1") app.add_middleware( CORSMiddleware, allow_origins=["*"], allow_credentials=True, allow_methods=["*"], allow_headers=["*"], ) @app.post("/signup") async def signup(username: str, password: str): try: response = createUser(username = username, password = password) output = { "output": response } except Exception as e: output = { "error": e } return output @app.post("/login") async def login(username: str, password: str): try: response = matchPassword(username = username, password = password) output = { "output": response } except Exception as e: output = { "error": e } return output @app.get("/clear/{vectorstoreName}") async def clearVectorStore(vectorStoreName: str): client.table(vectorStoreName).delete().neq("content", "").execute() return { "output": "SUCCESS" } @app.post("/addPDF") async def addPDFData(vectorstorename: str, pdf: UploadFile = File(...)): try: pdf = await pdf.read() reader = PdfReader(io.BytesIO(pdf)) text = "" for page in reader.pages: text += page.extract_text() addDocuments(text = text, storename = vectorstorename) output = { "output": "SUCCESS" } except Exception as e: output = { "error": e } return output @app.post("/addText") async def addText(vectorstorename: str, text: str): try: addDocuments(text = text, storename = vectorstorename) output = { "output": "SUCCESS" } except Exception as e: output = { "error": e } return output @app.get("/answerQuery") async def answerQuery(query: str, vectorstorename: str, llmModel: str = "llama3-70b-8192"): try: response = answerQuery(query=query, vectorstorename=vectorstorename, llmModel=llmModel) output = { "output": response } except Exception as e: output = { "error": e } return output