GraphRAG with Llama-Index
About Reference https://www.microsoft.com/en-us/research/project/graphrag/ https://github.com/run-llama/llama_index/blob/main/docs/docs/examples/cookbooks/GraphRAG_v1.ipynb
kevin-tofu Note: Attention Mechanism
About The Transformer model, incorporating an attention mechanism, has reached a peak of prosperity. It is widely used not only…
The difference between Eigen Decomposition and Spectral Decomposition
Spectral decomposition and eigendecomposition are both fundamental concepts in linear algebra, used to break down matrices into simpler components. While…
SU(4) is represented as direct product of pauli matrices in SU(2)
About The SU(4) denotes a special unitary transformation of 4-dimensional complex vector space and has 15 independent generators, which must…
Create a ZIP file using Python
import os import zipfile def zip_directory( folder_path: str, zip_path: str ): with zipfile.ZipFile(zip_path, 'w', zipfile.ZIP_DEFLATED) as zipf: for root, dirs,…
Restart sshd
sudo /etc/init.d/ssh restart
Command to know Linux OS Version
cat /etc/os-release lsb_release -a uname -a
Why quantum gates are represented as Unitary
Quantum Gate is represented as Unitary When we think back on normalize condition of quantum state, For this normalization condition…
Why Unitary is represented using Hermite
The Representation of Unitary An unitary matrix U is represented as (1), but why is it possible? The Hermite and…
LlamaIndex : ServiceContext is changed to Settings
About We were using ServiceContext to convert documents into text, to feed text into LLMs, to make nodes from text.…