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40 lines (32 loc) · 1.11 KB
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import uvicorn
import os
from fastapi import FastAPI, Request
from src.graphs.graph_builder import GraphBuilder
from src.llms.groqllm import GroqLLM
from dotenv import load_dotenv
load_dotenv()
app = FastAPI()
os.environ["LANGSMITH_API_KEY"] = os.getenv("LANGCHAIN_API_KEY")
@app.get("/")
async def root():
return {"message": "Welcome to the Blog Generator API"}
@app.post("/blogs")
async def create_blog(request: Request):
print("LLM object created successfully")
data = await request.json()
topic = data.get("topic", "")
language = data.get("language", "")
# get the llm object
groqllm = GroqLLM()
llm = groqllm.get_llm()
# get the graph
graph_builder = GraphBuilder(llm)
if language and topic:
graph = graph_builder.setup_graph(usecase="language")
state = graph.invoke({"topic": topic, "current_language": language.lower()})
elif topic:
graph = graph_builder.setup_graph("topic")
state = graph.invoke({"topic": topic})
return {"data" : state}
if __name__ == "__main__":
uvicorn.run("app:app", host = "0.0.0.0", port = 8000, reload = True)