AttributeError: 'Pinecone' object has no attribute 'from_texts'

Question

I am trying to create embeddings for the chunk text which I have created, but when I try to use the method from_texts, i am getting the following error

AttributeError: 'Pinecone' object has no attribute 'from_texts'

This is my code.

model_name = "sentence-transformers/all-mpnet-base-v2"
model_kwargs = {'device': 'cpu'}
encode_kwargs = {'normalize_embeddings': False}
hf = HuggingFaceEmbeddings(
    model_name=model_name,
    model_kwargs=model_kwargs,
    encode_kwargs=encode_kwargs
)

pc = Pinecone(api_key=pinecone_api_key)
pc.Index=pinecone_index
pc.from_texts([t.page_content for t in text_chunks],hf,pinecone_index)

Is this method got depreceated? what is the alternate method for this

Daniel Perez Efremova · Accepted Answer · 2024-02-24 14:16:59Z

1

Problem

Seems that you are using a not suitable Pinecone object.

Solution

If you are looking for a .from_text method, import Pinecone from langchain

from langchain.vectorstores import Pinecone as PC

docs_chunks = [t.page_content for t in text_chunks]
pinecone_index = PC.from_texts(
    docs_chunks,
    hf,
    index_name='your-index-name'
)

Extra Ball

Similar problem in the Pinecone community site: https://community.pinecone.io/t/pinecone-from-texts-not-working/4149/3

answered Feb 24, 2024 at 14:16

Daniel Perez Efremova

7586 silver badges14 bronze badges

Sign up to request clarification or add additional context in comments.

Comments

djilali faycal · Accepted Answer · 2024-03-26 08:06:58Z

1

use this methode i tried and its worked for me

from pinecone import Pinecone
pc = Pinecone(api_key="your api_key")  

 
index_name="your index name"
index = pc.Index(index_name)  
for i, t in zip(range(len(text_chunks)), text_chunks):
   query_result = embeddings.embed_query(t.page_content)
   index.upsert(
   vectors=[
        {
            "id": str(i),  # Convert i to a string
            "values": query_result, 
            "metadata": {"text":str(text_chunks[i].page_content)} # meta data as dic
        }
    ],
    namespace="real" 
)

    index.describe_index_stats()

edited Mar 26, 2024 at 8:06

answered Mar 26, 2024 at 8:02

djilali faycal

113 bronze badges

1 Comment

Jeremy Caney Over a year ago

Thank you for contributing to the Stack Overflow community. This may be a correct answer, but it’d be really useful to provide additional explanation of your code so developers can understand your reasoning. This is especially useful for new developers who aren’t as familiar with the syntax or struggling to understand the concepts. Would you kindly edit your answer to include additional details for the benefit of the community?

Collectives™ on Stack Overflow

AttributeError: 'Pinecone' object has no attribute 'from_texts'

2 Answers 2

Problem

Solution

Extra Ball

Comments

1 Comment

Your Answer

Hot Network Questions

Collectives™ on Stack Overflow

2 Answers 2

Problem

Solution

Extra Ball

Comments

1 Comment

Your Answer

Sign up or log in

Post as a guest

Related