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Flows.network: Writing an LLM Application in Rust
Over the past year, large language models (LLMs) have been booming and developing vigorously. As an enthusiast of data systems, it would indeed seem outdated not to pursue and research this hot field at all. This article summarizes my recent practical experiences attempting to write an LLM application using Rust with flows.network. Concepts Related to Large Language Models When talking about large language models, it's impossible not to mention ChatGPT and OpenAI. Although OpenAI recently change...
LLM,RUST,APPLICATION,DEVELOPMENT 2024-09-30 21:38:04
13 Hours of Crisis: Tracking a GitHub Poisoning Incident
Incident Overview Since 6 PM Beijing Time on December 4, 2024, “ghost repositories” have been appearing on GitHub. These repositories contain no code but include deceptive virus files. That same day, they became the fastest-growing repositories on GitHub in terms of stars. Over 180 fake zombie accounts were spreading the virus, waiting for victims to fall into their trap. A Chinese developer—myself—took notice of all this. After days of probing and searching, I identified...
Ways to undo wrong Git operations
While using Git to version code, programmers would inevitably perform some invalid operations which are not expected. Sometimes it's difficult to deal with this kind of awkward situations. If the programmer chooses to undo the operation, the programmer needs to bear the risk of deleting something which is not supposed to be deleted if the undo is done improperly. If the programmer leaves it as is, the file needs to be updated again manually with a new commit. In this post, we will try to pr...
GIT,GIT COMMIT,GIT RESET 2018-07-07 03:28:21
Different types of keystore in Java -- PKCS11
PKCS11 keystore is designed for hardware storage modules(HSM). It's an interface to talk to the HSMs. It doesn't actually store any keys but provide a set of classes to communicate with the underlying HSM. The actual keys and certificates are stored on the HSMs. The reason for storing the keys and materials is to ensure security and efficiency. Since the keys are on the HSMs, they are safe to be stolen. All encryption/decryption operations are performed on the HSMs as well, this incre...
Eclipse 4.4 is going to fully support Java 8
Eclipse is the most popular IDE for developing Java applications, but it seems lag behind the Java 8 release a couple of months ago. The current Eclipse is not supporting Java 8 and if you want to run Java 8 programs on it, you need to install a plugin. You can find the plugin at the Eclipse market place. Now Eclipse 4.4 is coming to us on 25th June and the code name for it is Luna. This new version of Eclipse introduces some new features which can ease developer's work, these features includin...
HeartBleed: Inside the heart, what happens to a normal WEB user?
To be brief, our email, IM, facebook etc. are at the risk, so try to minimize the access in these few days. Especially we should try to avoid log into our internet-banking, because we may expose our user id and password. Also later when the service providers fix the bug, we would better to change a new password for all the web accounts that are important to us. Here comes the technical explanation. You might notice before that a lot of websites use URL starting with "https". For example, https:/...
HeartBleed,Analysis 2014-04-09 22:41:43
Install Kubernetes with minikube and docker on Ubuntu
When someone just wants to play around Kubernetes on its local environment without accessing to Cloud provider resources, one can set Kubernetes up on local environment with minikube with single node mode. This post will provide a simple guideline on how to set up KUbernetes with minikube and docker on Ubuntu. Before all the steps can be started, you may need to first set up kubectl which is a command line tool to operate on Kubernetes resources. Post that, can ensure that docker is installed on...
KUBERNETES,MINIKUBE,DOCKER,UBUNTU 2021-06-01 05:37:40
Difference between keystore and truststore
Security has become a vital concern in most of the online transactions nowadays. Lots of the world's most popular websites have adopted security protocols to transfer data, especially sensitive data. These security protocols including SSL/TLS which are using the private/public key exchange mechanism to establish secure connections. The private/public key cryptography is a really important invention and it allows data to be transferred securely and solves the big problem of transferrin...
KEYSTORE,TRUSTSTORE,SECURITY,SSL 2017-03-04 07:52:47
Python Disrupts the Programming Language World- Gets Hot and Popular
Python is one of the fastest growing languages currently. It is undeniable that more and more programmers use Python and deploy it to the best of their use. Everyone, from the freelancer and startups to giant corporations and even governments, is using Python. Let us have a look at the reasons that make it so popular. Training: According to research, 8 out of 10 tech schools in the US teach Python over JAVA. Even the three major MOOC platforms, edX, Coursera, and Udacity have a similar app...
DEVELOPMENT,PYTHON,TEAM 2018-06-07 01:02:03
golangci-lint to enable comment check for exported functions
golangci-lint is a command line tool which aggregates a list of different go linters to check whether the source code is in correct condition from different aspects. It is built to run during the CI pipeline so that there is no obvious coding issues before compiling and building the program. It is easy to run it with just below command $ golangci-lint run -v INFO [config_reader] Config search paths: [./ /Users /] INFO [config_reader] Used config file .golangci.yml INFO [lintersdb] Active 10 li...
EXPORTED COMMENT,GOLINT,REVIVE,GOLANGCI-LINT,GOLANG 2022-04-15 20:21:34
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