Add support for configurable embedding model (#1627)

Co-authored-by: Dev Khant <devkhant24@gmail.com>
This commit is contained in:
Mitul Kataria
2024-08-12 18:39:18 +09:00
committed by GitHub
parent 4aae2b5cca
commit 464a188662
8 changed files with 88 additions and 23 deletions

View File

@@ -1,10 +1,10 @@
from typing import Optional
from openai import OpenAI
from mem0.configs.embeddings.base import BaseEmbedderConfig
from mem0.embeddings.base import EmbeddingBase
class OpenAIEmbedding(EmbeddingBase):
def __init__(self, config: Optional[BaseEmbedderConfig] = None):
super().__init__(config)
@@ -28,7 +28,10 @@ class OpenAIEmbedding(EmbeddingBase):
"""
text = text.replace("\n", " ")
return (
self.client.embeddings.create(input=[text], model=self.config.model)
self.client.embeddings.create(
input=[text],
model=self.config.model
)
.data[0]
.embedding
)