-
### What happened?
Chroma removes newline characters before generating embeddings in Chroma v0.5.0, even though this is now unnecessary (post-V1 models), negatively impacts similarity search results,…
-
### Feature Description
When using the LangchainEmbedding class to import langchain embeddings, the asynchronous calls are not batched, but just defaulted to a chunk size of 1, as the `_aget_query_em…
-
We might need to distinguish APIs for embedding queries and embedding documents/keys in EmbeddingModel.java.
DashScope's embedding service has long provided an input parameter for two types of text…
-
While reviewing the implementation in this repository, I noticed a critical discrepancy between the optimization method described in the paper and the code regarding the role of the LBFGS optimizer. S…
-
### Bug Description
When property graph index is used to create a chat_engine or a query_engine, it throws an error when some parameters are passed in. An easy fix for this is to add a **kwargs param…
-
it seems T5 embedding from FrozenT5 has shape (B, max_length, D)
https://github.com/yangdongchao/LLM-Codec/blob/e21c1bff56fa40d46e42f2906838129aa4f2003d/codec/MSCodec.py#L73-L78
is text_feature …
-
1:Xinference已经启动成功,并且下载了2个模型,一个是 qwen1.5-chat, bce-embedding-base_v1
2:修改了 \Lib\site-packages\chatchat\configs 文件夹下 model_providers.yaml 文件的配置,修改之后的配置如下:
xinference:
model_credential:
-…
-
how to build a system that uses the Upstage API to compare job candidates' skills and rank them.
### 1. Data Preparation
First, define the skill lists for each candidate and assign importance w…
-
Is it possible to add support for the latest Embeddings models from Open AI: `text-embedding-3-large` and `text-embedding-3-small`?
-
I wanted to enable crew memory with AzureOpenAI by adding the embedding based on [https://docs.crewai.com/core-concepts/Memory/](url) as following. I have also defined the .env with my AzureOpenAI end…