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To deploy weaviate as a cluster with replication, what deployment models do...
Hi @Mariam !! The best way is using our official helm. Here is the doc for that: weaviate.io Kubernetes | Weaviate - Vector Database For a tutorial on how to use minikube to deploy Weaviate on...
View ArticleBy when we would have a production grade embedded model for local serve?r...
Hi @Mariam ! For production grade I understand that it must be a multi node cluster. I don’t think the Weaviate Embedded install method will be able to deliver that alone. What this installation...
View ArticleIndexing, Ingestion
Hi! This is probably happening because the tool you are using is passing “nan” to Weaviate. What does your pipeline looks like? Are you using some tool? Thanks!
View ArticleHow to set up resources usage limit for Weaviate embedded with python
Description Hi I am using Weaviate embedded with python api v3, is there a way to set the resources usage limit, as I could not find this documented on the python Api so far, thanks I am instantiating...
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An object is somehow only visible in the REST API but not via GraphQL
Hi @southclaws !! Welcome to our community! Can you try: 1 - searching in graphql for that id. query { Get { ContentOpenAI(where: { path: ["id"] operator: Equal valueString:...
View ArticleUnable to fully comprehend the computed score
As usual thanks a lot @DudaNogueira. Now it’s late but tomorrow will try if a pure BM25 behaves in the same way and report back. The “prose” and “keywords” properties are indexed case insensitive and...
View ArticleUnable to fully comprehend the computed score
Ops, sorry. Missed that you provide the properties, so the articletitle will not count towards the score. I am pretty sure it does lowercase both properties content and query.
View ArticleHybrid query with rerank， get context deadline exceeded ERROr
hi @vk_Cheung !! Can you inspect the object that you get from both queries? You are probably getting bigger objects, that is now taking its toll on the reranker service, leading to a probable timeout....
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How to set up resources usage limit for Weaviate embedded with python
hi @wechwech !! Welcome to our community What the Embedded installation method does is to run, on your host system, the weaviate go binary. Because of that, you will need to tweak your host system on...
View ArticleCan't connect to Google Vertex
You can definitely use the same header with the vertex_key, no problem there.
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Langchain WeaviateHybridSearchRetriever with filters?
I am currently building a Q&A interface with Streamlit and Langchain. Our initial vector database was in Pinecone. We have documents about the same topic, but different industries. Pure embedding...
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Langchain WeaviateHybridSearchRetriever with filters?
hi @Just_Guide7361 !! Welcome to our community Sorry, your topic was stuck on some anti spam check We have a recipe that you will probably benefit here: github.com...
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Langchain WeaviateHybridSearchRetriever with filters?
Hi! I have just updated that langchain recipe as it had some deprecations. here is the part you are interested: from langchain_openai import OpenAI from langchain.chains import RetrievalQA # Let's...
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Getting “nested query: nested clause at pos 1: invalid search term, only...
Yeah long time no post indeed! Anyways, yes looks like it gonna work but what if you try to search single or double quotes? (Not a python dev so not sure how you will search for a single quote in...
View ArticleUnable to fully comprehend the computed score
Ok so the first test tells us that the “trump attentato” or “attentato trump” queries give identical results (as expected). Still no clue as of why this object: "properties": { "kg_article_id":...
View ArticleCannot process batch: not enough memory
Hi @DudaNogueira , My cluster has enough memory and batch size is 20 and using client 4.5.7, still getting this error
View ArticleError WebSocket Error: Extra data: line 1 column 5 (char 4)
experiencing the same issue as @Zain_Syed
View ArticleIssue: Weaviate Cluster Setup with Docker on Different Servers Failing
Description I’m trying to set up a Weaviate cluster consisting of 3 nodes, each running on a different server, using Docker. However, I’m encountering an issue where the nodes fail to join the...
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Unable to fully comprehend the computed score
Ok I have been reading some literature on BM25F and it is shedding some light I also asked ChatGPT to explain and it might be an interesting read. The short summary is that the scoring is not only...
View ArticleCannot process batch: not enough memory
This is the origin of this error: github.com weaviate/weaviate/blob/6fd24322f15ecf46d40e1e35754b524fe96e61f5/adapters/repos/db/batch.go#L39 originalIndex []int } func (db *DB) BatchPutObjects(ctx...
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