Files
Auto-GPT/scripts/providers/memory.py

26 lines
719 B
Python

from config import Singleton
import openai
def get_ada_embedding(text):
text = text.replace("\n", " ")
return openai.Embedding.create(input=[text], model="text-embedding-ada-002")["data"][0]["embedding"]
def get_text_from_embedding(embedding):
return openai.Embedding.retrieve(embedding, model="text-embedding-ada-002")["data"][0]["text"]
class Memory(metaclass=Singleton):
def add(self, data):
raise NotImplementedError()
def get(self, data):
raise NotImplementedError()
def clear(self):
raise NotImplementedError()
def get_relevant(self, data, num_relevant=5):
raise NotImplementedError()
def get_stats(self):
raise NotImplementedError()