RateLimitError

[huangl22]

System Info

Retrying langchain.embeddings.openai.embed_with_retry.._embed_with_retry in 4.0 seconds as it raised RateLimitError: Rate limit reached for default-text-embedding-ada-002 in organization org-gvlyS3A1UcZNvf8Qch6TJZe3 on tokens per min. Limit: 150000 / min. Current: 1 / min. Contact us through our help center at help.openai.com if you continue to have issues. Please add a payment method to your account to increase your rate limit. Visit https://platform.openai.com/account/billing to add a payment method..

Who can help?

No response

Information

• The official example notebooks/scripts
• My own modified scripts

Related Components

• LLMs/Chat Models
• Embedding Models
• Prompts / Prompt Templates / Prompt Selectors
• Output Parsers
• Document Loaders
• Vector Stores / Retrievers
• Memory
• Agents / Agent Executors
• Tools / Toolkits
• Chains
• Callbacks/Tracing
• Async

Reproduction

from langchain.embeddings.openai import OpenAIEmbeddings
from langchain.text_splitter import CharacterTextSplitter
from langchain.vectorstores import FAISS
from langchain.document_loaders import PyPDFLoader
import os

loader = PyPDFLoader("3gpp_cn/29502-i30.pdf")
pages = loader.load_and_split()
embeddings = OpenAIEmbeddings()
db = FAISS.from_documents(pages, embeddings)

db.save_local("numpy_faiss_index")

Expected behavior

How to solve it?

[conboy]

I suggest waiting a bit before running the program again, I have ran into this issue before because I was embedding a 500 page textbook over and over again in a short span of time which can make you reach the API limit very easily.

[huangl22]

I have waited for one day

[conboy]

Do you have a payment method attached to your OpenAI account?

[dosubot]

Hi, @huangl22! I'm Dosu, and I'm here to help the LangChain team manage their backlog. I wanted to let you know that we are marking this issue as stale.

From what I understand, you are experiencing a RateLimitError when using the OpenAIEmbeddings module. There have been a couple of suggestions in the comments, such as waiting before running the program again and checking if you have a payment method attached to your OpenAI account. However, it seems that the issue remains unresolved at this time.

Could you please let us know if this issue is still relevant to the latest version of the LangChain repository? If it is, please comment on this issue to let us know. Otherwise, feel free to close the issue yourself, or it will be automatically closed in 7 days.

Thank you for your understanding and cooperation. We appreciate your contribution to the LangChain community!