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app.py
from fastapi import FastAPI
from rag import vector_db, llm
@app.post("/ask-ai")
def rag_chat(prompt):
docs = vector_db.search(prompt)
return llm.answer(docs, prompt)
RAG BotVector DBLLM
AI
RAG + Vector DB
LLM answers from context
rag_flow.py
def ask(query):
chunks = vector_db.search(query)
prompt = rag.build(chunks)
return llm.generate(prompt)
RAGVector DBLLM
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