text2vec · GitHub Topics

shibing624 / text2vec

#自然语言处理#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。

Python 4.76 k

5 天前

SeanLee97 / AnglE

#大语言模型#Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard

llama llama2 semantic-similarity text-embedding sentence-embeddings text-similarity retrieval-augmented-generation text2vec embeddings sts rag 大语言模型 information-retrieval

Python 545

3 个月前

dynamiclu / Langchain-ChatBI

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。

baichuan chatglm faiss langchain Python qianwen text2vec rag

Python 129

1 年前

yatengLG / Simple-Local-QA

#大语言模型#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

聊天机器人 chatglm embedding knowledge-base 大语言模型 text2vec

Python 31

2 年前

m-clark / text-analysis-with-R

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

R text character factor Regular expression sentiment-analysis pos-tagging topic-modeling text2vec

R 26

7 年前

sjy-dv / mind-x

#搜索#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.

ai-native-database 数据库 embedding-vectors Go 大语言模型搜索引擎 tensor-database text2vec vector-database vector-search image-embeddings text-embedding text-embeddings

Go 8

1 年前

daandegroot123 / weaviate-typescript-example

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

vector-database embedders weaviate text2vec

TypeScript 7

2 年前

asai2019 / job-description-nlp

#自然语言处理#Analysis of Data Scientist Job Descriptions using Natural Language Processing

R 自然语言处理数据科学 text2vec glove random-forest webscraping dimensionality-reduction logistic-regression xgboost 机器学习

HTML 7

6 年前

GanymedeNil / text2vec-onnx

text2vec onnxruntime

onnx text2vec embedding similarity similarity-search bert

Python 6

1 年前

RomanKyrychenko / topicmodels

lda shiny shinydashboard text2vec

R 2

8 年前

leroyanders / weaviate-k8s-aws

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-open...

Amazon Web Services eks Kubernetes openai text2vec vector vector-database weaviate

Shell 1

3 个月前

RomanKyrychenko / sentiment-classification

#自然语言处理#Sentiment classification in r

lda text2vec R 自然语言处理 topic-modeling

R 0

8 年前