text2vec

text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。

Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard

一种利用Langchain框架和本地向量库实现的对话式BI，它的目标是帮助用户寻找、理解数据知识，并能够分析数据、洞察结果，通过自然语言对话，降低数据分析的门槛。

用最简单的代码带你实现基于大模型的本地知识库问答系统

📖 📚 📰 Workshop that demonstrates using and analyzing text in R.

Mind-X is my intelligent alter ego that understands me the best. It assists with and resolves my bothersome tasks, growing in real-time as a next-generation PersonAI system.

An example showing how to use Weaviate in a TypeScript/JavaScript project, including test data and embedder projection

Analysis of Data Scientist Job Descriptions using Natural Language Processing

text2vec onnxruntime

This repository provides all necessary configurations and scripts to deploy the Weaviate vector database locally or on AWS EKS. The deployment includes support for the img2vec-neural and text2vec-openai models for efficient image and text vectorization.

Sentiment classification in r

transforms unstructured text to feature vector using word2vec, lexicon and ...

111-01 NTU CSIE5434 Applied Deep Learning (ADL)

My thesis work. Data processing on Google Drive. Here are only scripts and key findings.

Angle is an experimental project that reimagines the MATLAB experience using a modern web frontend, Go backend, and Python integration. This alpha preview offers basic Python code execution and markdown editing, but many features are still in development. 🛠️🌐