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### The Feature
Vertex Multimodal embeddings allows sending image, text and video
It can be used through REST endpoint or Vertex AI SDK in Python
https://cloud.google.com/vertex-ai/generative-a…
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This issue is used to document the LLM, embedding, reranker, etc. models that need to be integrated with RAGFlow.
- [x] Azure Open AI service
- [x] Google Gemini #1036
- [x] Mixtral AI #433
- […
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### 操作系统
Windows
### Python 版本
3.10.11
### AI Vtuber 版本
20240726
### 描述问题
```
e:\GitHub_pro\AI-Vtuber\Miniconda3\lib\site-packages\rotary_embedding_torch\rotary_embedding_torch.py:35: FutureWa…
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All embedding models in https://github.com/langchain4j/langchain4j-embeddings are using `com.microsoft.onnxruntime:onnxruntime` dependency which is using CPU to calculate embeddings.
There is also `c…
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The Sentence Transformers library recently introduced new features that would be nice and low-effort to support.
1. [Embedding quantization](https://sbert.net/examples/applications/embedding-quanti…
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1. word2vec (cbow , skip-gram)
2. doc2vec (cbow , skip-gram)
ETC.
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### Your current environment
Referring to the issue #5181 "The Offline Inference Embedding Example Fails", the method LLM.encode() can only work for embedding models. Is there any idea to get the ou…
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### What is the issue?
I have noticed that when GPU VRAM gets near-full, but ollama has decided to load 2 models into VRAM, incoming requests to one model simply stall until the other model pops out …
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### What happened?
from typing import List
import chromadb
from chromadb.api.configuration import HNSWConfiguration
from chromadb.api.models.Collection import Collection
from chromadb.utils.emb…
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### Question Validation
- [X] I have searched both the documentation and discord for an answer.
### Question
I want to use open-source embedding models like BAAI/bge-m3, in automerging retri…