embedding

There are 16 repositories under embedding topic.

chatchat-space / Langchain-Chatchat
Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain
chatglm langchain llm knowledge-base llama chatbot chatgpt embedding faiss fastchat gpt milvus pgvector streamlit text2vec chatglm-6b chatglm2-6b chatchat langchain-chatchat langchain-chatglm
Language:Python 28105
Embedding / Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
chinese chinese-word-segmentation embedding embeddings vectors-trained word-embeddings
Language:Python 11625
PaddleNLP
PaddlePaddle / PaddleNLP
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
bert compression distributed-training document-intelligence embedding ernie information-extraction llama llm neural-search nlp paddlenlp pretrained-models question-answering search-engine semantic-analysis sentiment-analysis transformers uie
Language:Python 11514
madawei2699 / myGPTReader
A community-driven way to read and chat with AI bots - powered by chatGPT.
chatgpt slack-bot prompt crawler embedding gpt-35-turbo scraper ai reader hot-news daily-news openai
Language:Python 4400
adambielski / siamese-triplet
Siamese and triplet networks with online pair/triplet mining in PyTorch
machine-learning deep-learning siamese-network triplet-loss contrastive-loss pytorch embedding triplet-network learning-embeddings
Language:Python 3045
awesome-community-detection
benedekrozemberczki / awesome-community-detection
A curated list of community detection research papers with implementations.
graph-clustering network-clustering clustering dimensionality-reduction factorization embedding deep-learning matrix-factorization igraph networkx bigclam network-science social-network network-analysis node2vec deepwalk unsupervised-learning data-science machine-learning community-detection
Language:Python 2274
infiniflow / infinity
The AI-native database built for LLM applications, providing incredibly fast full-text and vector search
ai-native llms nearest-neighbor-search rag retrieval-augmented-generation vector-search information-retrival operational-analytics bm25 embedding full-text-search search-engine cpp20-modules sql approximate-nearest-neighbor-search vector-database database hybrid-search hnsw cpp20
Language:C++ 1807
msgi / nlp-journey
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.
attention bert classification crf elmo embedding fasttext gensim keras lda ner similarity svm tensorflow word2vec
Language:Python 1580
run-llama / LlamaIndexTS
LlamaIndex is a data framework for your LLM applications
agent anthr chatbot claude claude-ai embedding firewo groq-ai javascript llama llama-index llama2 llama3 llm mistr nodejs openai react typescript create-llama
Language:JavaScript 1405
pavlin-policar / openTSNE
Extensible, parallel implementations of t-SNE
tsne visualization machine-learning dimensionality-reduction embedding
Language:Python 1374
devflowinc / trieve
All-in-one infrastructure for building search, recommendations, and RAG. Trieve combines search language models with tools for tuning ranking and relevance.
actix-web diesel postgresql qdrant qdrant-vector-database rust search search-engine embedding llm rag retrieval-augmented-generation solidjs tailwindcss actix ai artificial-intelligence vector-search
Language:Rust 1031
vercel / modelfusion
The TypeScript library for building AI applications.
chatbot gpt-3 javascript js llm openai ts typescript whisper ai embedding huggingface dall-e stable-diffusion llamacpp artificial-intelligence claude multi-modal ollama mistral
Language:TypeScript 962
SkywalkerDarren / chatWeb
ChatWeb can crawl web pages, read PDF, DOCX, TXT, and extract the main content, then answer your questions based on the content, or summarize the key points.
chatgpt embedding gpt-35-turbo news-extractor newspaper openai pgvector postgresql vector-database faiss ai gpt crawler docx pdf
Language:Python 860
zhezhaoa / ngram2vec
Four word embedding models implemented in Python. Supporting arbitrary context features
ngram word2vec ngram2vec embedding analogy chinese glove ppmi svd n-gram word word-embedding
Language:Python 836
myscale / MyScaleDB
An open-source, high-performance SQL vector database built on ClickHouse.
embedding search-engine sql vector-search vectordb myscaledb sql-vector big-data llm rag ann similarity-search image-search unstructured-analytics
Language:C++ 680
shawroad / NLP_pytorch_project
Embedding, NMT, Text_Classification, Text_Generation, NER etc.
nlp-pytorch text-classification nmt seq2seq chatbot text-generation mrc embedding ner
Language:Python 549
cvxgrp / pymde
Minimum-distortion embedding with PyTorch
embedding visualization feature-vectors machine-learning dimensionality-reduction graph-embedding pytorch cuda gpu
Language:Python 517
OysterQAQ / ACG2vec
ACG2vec (Anime Comics Games to vector) are committed to creating a playground that combines ACG and Deep learning.（文本语义检索、以图搜图、语义搜图、图片超分辨率、推荐系统）
acg deep-learning embedding feature-extraction keras tensorflow anime image-search image-super-resolution
516
cvqluu / Angular-Penalty-Softmax-Losses-Pytorch
Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
am-softmax arcface embedding face-recognition face-verification fashion-mnist fmnist-dataset loss-function loss-functions metric-learning normface pytorch speaker-recognition sphereface
Language:Python 476
xing61 / xiaoyi-robot
优质稳定的OpenAI的API接口-For企业和开发者。OpenAI的api proxy，支持ChatGPT的API调用，支持openai的API接口，支持：gpt-4，gpt-3.5。不需要openai Key, 不需要买openai的账号，不需要美元的银行卡，通通不用的，直接调用就行，稳定好用！！智增增
chatgpt gpt4 openai openai-api gpt-35-turbo prompt finetune finetuning gpt china embedding openai-proxy proxy
Language:PHP 468
marl / openl3
OpenL3: Open-source deep audio and image embeddings
audio embedding embedding-models deep-learning machine-listening image-embeddings image
Language:Jupyter Notebook 418
ContextualAI / gritlm
Generative Representational Instruction Tuning
embeddings grit information-retrieval instruction-tuning llm llms mteb retrieval sbert sgpt text-embedding embedding embedding-models
Language:Jupyter Notebook 409
aquila
Aquila-Network / aquila
An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.
feature-vectors similarity-search knn-search information-retrieval neural-information-retrieval vector-database approximate-nearest-neighbor-search search-engine nearest-neighbor-search embedding similarity-searches video-search image-search aquila retrieval faiss neural-search information-retrieval-engine
Language:HTML 374
guangzhengli / vectorhub
Quickly and easily build AI website or application by using embeddings!
chatgpt chatpdf embedding embeddings gpt gpt-3 nextjs supabase vector vector-database
Language:TypeScript 333
yongzhuo / Macadam
Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。
bert embedding keras ner python3 relation-extraction sequence-labeling tensorflow text-classification
Language:Python 324
luyug / GradCache
Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint
jax flax contrastive-learning pytorch deep-learning embedding large-language-models vector-database
Language:Python 312
PaddlePaddle / ERNIE-SDK
ERNIE Bot Agent is a Large Language Model (LLM) Agent Framework, powered by the advanced capabilities of ERNIE Bot and the platform resources of Baidu AI Studio.
chatcompletion embedding ernie-bot function-calling sdk agent llm
Language:Jupyter Notebook 310
marcominerva / ChatGptNet
A ChatGPT integration library for .NET, supporting both OpenAI and Azure OpenAI Service
chatgpt csharp net openai openai-api azure-openai azure-openai-api dotnet hacktoberfest embeddings embeddings-similarity embedding
Language:C# 283
geeks-of-data / knowledge-gpt
Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.
gpt openai context embedding embedding-vectors gpt3-turbo gpt4 huggingface huggingface-transformers information-extraction language-model llm python question-answering scraper sentence-embeddings sentence-similarity vector-search llama natural-language-processing
Language:Python 271
snap-stanford / KGReasoning
Multi-Hop Logical Reasoning in Knowledge Graphs
knowledge-graph knowledge-base embedding reasoning
Language:Python 260
GEMSEC
benedekrozemberczki / GEMSEC
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
clustering m-nmf deepwalk node2vec word2vec tensorflow gemsec facebook deezer community-detection matrix-factorization implicit-factorization embedding neural-network semisupervised-learning unsupervised-learning gensim machine-learning network-embedding graph-embedding
Language:Python 250
shahsohil / DCC
This repository contains the source code and data for reproducing results of Deep Continuous Clustering paper
dcc pytorch clustering embedding robust-optimization robust-continuous-clustering rcc autoencoder-clustering
Language:Python 207
amansrivastava17 / embedding-as-service
One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
nlp bert xlnet word2vec glove fasttext ulmfit embedding transformer bert-as-service embedding-as-service sentence-encoding tensorflow word-embedding deep-learning ai encoder embeddings albert roberta
Language:Python 201
DANMF
benedekrozemberczki / DANMF
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
deep-learning autoencoder machine-learning data-science clustering community-detection nmf deepwalk node2vec mnmf gemsec coordinate-descent danmf node-embedding word2vec embedding sklearn cikm unsupervised-learning dimensionality-reduction
Language:Python 201
sajari / word2vec
Go library for performing computations in word2vec binary models
word2vec go golang word embedding word2vec-model
Language:Go 191
GraphWaveMachine
benedekrozemberczki / GraphWaveMachine
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
graph-wavelet laplacian graph-embedding structural-embedding word2vec node2vec struc2vec kdd factorization wavelet graphwave machine-learning structural-role unsupervised-learning refex rolx embedding diffusion heat-kernel spectral
Language:Python 182