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### Question Validation
- [x] I have searched both the documentation and discord for an answer.
### Question
Hi I have general question,
How can we retrieve the knowledge graph embeddings from the…
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Issue to track information related to Knowledge Graphs & GraphRAG implementation efforts
GraphRAG
Articles
- https://emergentmethods.medium.com/outperforming-claude-3-5-sonnet-with-phi-3-mini-4k-…
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Based on the requirements and the existing TxtAI ecosystem, here's a proposed approach to develop LLM Integration for Knowledge Graph Enhancement:
1. Automatic Knowledge Graph Generation and Enrich…
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## 一言でいうと
知識グラフを使ってZero-shotの画像判定を行う試み。知らない動物でも知識グラフを辿ればわかるという発想で、各ノードが画像クラスに対応した知識グラフを使用し、ノードを表す単語からグラフ畳み込みを通じ画像特徴ベクトルを得る(ImageNetはWordNetベースなのでこれが可能)。SOTAを18.7%更新。
![image](https://user-images.g…
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Hi guys, I thought it would be interesting and useful to implement LiteralE as it can handle literals (numerical). Do you think it is feasible? As far as I know it has been coded on top of ConvE code…
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# 一言でいうと
知識グラフ上のマルチホップ推論において、エンティティとクエリを埋め込んだ空間上で推論する。埋め込みにベータ分布を仮定することで、conjunction, disjunction, negetaionを自然に導入できるようにした。
![image](https://user-images.githubusercontent.com/1615546/97443721-b3e2…
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Took a quick browse through components. And nearly everything is built on langchain...
LlamaIndex has everything, plus with the recent introduction of workflows, is even more useful as a generic Or…
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Add support for *knowledge graph embedding* (KGE), to build on the `UMAP` example, based on `DeepWalk`, `node2vec`, etc., used to handle the semantic tagging of the full recipe dataset.
Depends on…
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The aim of making RDF easier for the next 33% of developers begs the question of what are the popular application use cases for graph data (as a generalisation of RDF)? Here are some examples taken fr…
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# Background
SMORE has 6 algorithms for knowledge graph reasoning so far. However, it still has some limitations. For example, it limits in using type information of triple-based KG, and reasoning on…