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Issue with Balancing Sparse and Dense Embeddings in Hybrid Search

General Overview: We are currently encountering issues while fetching chunks from the Pinecone database using a hybrid-search approach. The following code snippet illustrates the method we are using...

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Is there an excel template to calculate the estimated prices for pinecone

Dears, As GENAI startup company, is there a template to calculate the estimated cost prices of pinecone. I mean if I have new GENAI project for new client, and I want to sell him my complete GENAI...

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Semantic search

Hello, I have an AI feature to implement for a client. They have a list of venues (tens of thousands) and need to find the venues that match a client’s brief, along with a matching score (percentage)....

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Concurrency model for updating data

I want to store information in the rows of the metadata. For example metadata= metadata={"count": 5} I want concurrent processes to be able to increment the count. Does pinecone expose any consistency...

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This bug has been logged in github, has anyone found a workaround? [Bug]...

(Safari). It looks like @pinecone-database/pinecone (2.2.0) is setting the User-Agent HTTP header to: User-Agent: @pinecone-database/pinecone v2.1.1; lang=typescript, which causes this exception:...

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Getting error "metadata too big" but they are not

Hi im facing the followin issue: problem.py (github.com) So summariuzed: it says me that the metadata are too big but i they just contain one single “source” flied witha web (.html) url in it Could it...

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Upsert not happening but no error

I am having an issue with pinecone calling it using the nodejs client. I am calling upsert as follows: await index.namespace(name_space).upsert([{ id: id, values: embedding, metadata: { unix_epoch:...

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Dimensions have changed in the index creation screen

The dimensions for the open ai text-embedding-small/large models have changed in the wizard for creating indexes. Large is now showing as 1024 isn’t of 3072. I now weirdly have some historical indexes...

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describeIndexStats returning old data

Im using the describeIndexStats api to fetch a list of my namesapaces for visualization export async function GET(req: any, res: any) { if (req.method !== "GET") { res.status(405).json({ message:...

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Pinecone API error: (400) Reason: Bad Request HTTP response headers

Hi, I am getting an error when using Pinecone and Streamlit. The error message is as follows: Pinecone API error: (400) Reason: Bad Request HTTP response headers: HTTPHeaderDict({‘Date’: ‘Wed, 12 Jun...

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API Key Rejected (Flowise)

I am usign Flowise to Upsert data into Pinecone with my API Key. But I keep getting this error: “Error: vectorsService.upsertVector - Error: PineconeAuthorizationError: The API key you provided was...

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PineconeClient: Error calling query: PineconeError: PineconeClient: Error...

hi i have this problem i don´t know how to solved. I can’t use my index, it’s like “collections” now, and when I try to create my collection index I get that error. someone can help me please, thank...

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How do I move data from old legacy collection to serverless index?

I am on a free starter plan. I have an archived legacy collection that I made a while ago. Now when I try to create index from it I get an internal error. I searched this forum and it seems that the...

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Database operations like post/put

Hi,I’ve been following the Pinecone docs for llamaindex to create a RAG app.Basically,in this doc we load, embedd and store the data in a single go. I was wondering on how to insert a data without...

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Legal semantic search application

I am trying to replace the sample documents with my own documents in the legal-semantic-search application (sample-apps/legal-semantic-search/docs at main · pinecone-io/sample-apps · GitHub), however...

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Maximum number of namespaces

What is the maximum number of clients/namespaces can you serve? In Enterprise plan you can have upto 20 indexes & 100,000 namespaces per indexes. Does it mean that maximum namespaces per...

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Incremental Upsert

How can I upsert additional documents in future on the same namespace without overwriting or deleting the previous records or documents in that particular namespace? The issue is whenever i want to...

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Manage too many namespaces for RAG

I am new to RAG development. I have a RAG chatbot linked with Pinecone and has around 250 namespaces. I am having a tough time managing them. I have the namespaces in the following order:...

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Large number of errors 'connecting to pinecone'

We are getting a large number of the following errors returned from the Node SDK : Error querying embeddings: PineconeConnectionError: Request failed to reach Pinecone. This can occur for reasons such...

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Help pushing vectors to pinecone DB in Next JS

So I need help pushing vectors into the db, currently something is wrong with the await function here, I am getting an error. Pastebin link for my file that uploads to pinecode: import { Index,...

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