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Weaviate cosine similarity completelly different than ScikitLearn with...
Hi guys! I noticed a strange but important issue (bug?) with cosine similarity in Weaviate. I’m using external SentenceTransformer for vectorization, and when I compare cosine similarity obtained with...
View ArticleIs there any alternatives for extracting the distinct count in the aggregate...
Hi! This is not yet supported.
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How to determine the optimal number of segments in PQ to reduce requests...
Hi @DudaNogueira! My Configuration and steps: Server: Standalone CPU LIMIT: 40 LENGTH OF VECTOR TYPE ONE - 768 LENGTH OF VECTOR TYPE TWO - 1024 Index - HNSW CONSISTENCY LEVEL : ONE docker-compose:...
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Can each tenant have specific properties and how?
zzzzela: Can you please help me on how could i do that? I’m struggling because as far as I can see, cross references are per object, not per tenant. Please look at this code I have for now: I would...
View ArticleHow to determine the optimal number of segments in PQ to reduce requests...
Hi! Is there any specific reason to use 1.25.25? Do you get the same results with 1.28.latest? Also, Those different times (148.8 obj/s x 37.58obj/s) are about querying, not importing, right? Another...
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ModuleNotFoundError: No module named 'weaviate.classes'; 'weaviate' is not a...
I am having a problem when importing weaviate. Steps i have done: pip install weaviate-client (ver 4.10.2) Create Weaviate Cloud Cluter Run below code import weaviate from weaviate.classes.init import...
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ModuleNotFoundError: No module named 'weaviate.classes'; 'weaviate' is not a...
hi @Kien_Chau !! Welcome to our community considering this error message, it seems that the weaviate package is not installed. Are you sure the weaviate-client is installed at the same environment you...
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View ArticleModuleNotFoundError: No module named 'weaviate.classes'; 'weaviate' is not a...
hi @DudaNogueira, Thank you for your reply. I created conda env named myenv, and install weaviate-client using pip, then execute the code, and get below error. I have tried to create new env, but the...
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To setup Weaviate on the EC2 instances with 3 nodes
DudaNogueira: Monitoring Weaviate in Production | Weaviate Hello @DudaNogueira, Thank you for your response. Could you please share the minimum requirements for instances to build a Weaviate...
View ArticleI cannot see my created class name
Hi @DudaNogueira , I was using the following piece of code using python v4: #read env vars from local .env file api_key = os.environ['WEAVIATE_API_KEY'] url = os.environ['WEAVIATE_ENDPOINT']...
View ArticleUse ollama embeddings hosted on a server using weaviate
Description I have setup ollama on a GCP server and exposed it as url. It is accesible through ollama client with AUTH token. Here is sample code: from ollama import Client try: MODEL_NAME =...
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Use ollama embeddings hosted on a server using weaviate
hi @P_K !! Welcome back Check out this recipe: github.com weaviate/recipes/blob/main/weaviate-features/generative-search/local_rag_using_ollama_integration_using_embedded.ipynb { "cells": [ {...
View ArticleI cannot see my created class name
hi @Saeed_Rezaei !! It seems the server is down, so the client is not connected. If that is a server hosted in our cloud, please, open a support ticket from: console.weaviate.cloud Weaviate Cloud...
View ArticleModuleNotFoundError: No module named 'weaviate.classes'; 'weaviate' is not a...
hi! can you check if the pip command you are using is the same one from the env you created? You can usually check this with: which pip Thanks!
View ArticleUse ollama embeddings hosted on a server using weaviate
Thanks DudaNogueira. I have tried this but this works with local ollama embeddings. With the Ollama embedding model hosted on a server, I need to pass in the URL as well as Auth Token for generating...
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Use ollama embeddings hosted on a server using weaviate
Oh, I see. I believe the ollama module was built with the assumption that Ollama will not require an api token I have quickly checked that module code and have not found a way to provide an API. I...
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