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.

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

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.

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.