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Projects in Awesome Lists tagged with embeddings

A curated list of projects in awesome lists tagged with embeddings .

https://github.com/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

Last synced: 27 Sep 2024

https://github.com/alexklibisz/elastiknn

Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.

elasticsearch elasticsearch-plugin embeddings locality-sensitive-hashing lucene nearest-neighbor-search neural-search semantic-search similarity-search

Last synced: 01 Aug 2024

https://github.com/claws-lab/jodie

A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"

dynamic-networks embedding-trajectories embeddings kdd2019 machine-learning network-embedding representation-learning temporal-network

Last synced: 01 Aug 2024

https://github.com/supabase-community/chatgpt-your-files

Production-ready MVP for securely chatting with your documents using pgvector

ai db embeddings ml rag supabase vector

Last synced: 27 Sep 2024

https://github.com/your-papa/obsidian-Smart2Brain

An Obsidian plugin to interact with your privacy focused AI-Assistant making your second brain even smarter!

ai chatgpt embeddings obsidian-md obsidian-plugin ollama rag

Last synced: 07 Aug 2024

https://github.com/gustavz/datachad

Ask questions about any data source by leveraging langchains

activeloop chatbot chatgpt chatwithanything chatwithpdf embeddings knowledge-base langchain openai python streamlit

Last synced: 26 Sep 2024

https://github.com/gustavz/DataChad

Ask questions about any data source by leveraging langchains

activeloop chatbot chatgpt chatwithanything chatwithpdf embeddings knowledge-base langchain openai python streamlit

Last synced: 01 Aug 2024

https://github.com/marcominerva/ChatGptNet

A ChatGPT integration library for .NET, supporting both OpenAI and Azure OpenAI Service

azure-openai azure-openai-api chatgpt csharp dotnet embedding embeddings embeddings-similarity hacktoberfest net openai openai-api

Last synced: 02 Aug 2024

https://github.com/marcominerva/chatgptnet

A ChatGPT integration library for .NET, supporting both OpenAI and Azure OpenAI Service

azure-openai azure-openai-api chatgpt csharp dotnet embedding embeddings embeddings-similarity hacktoberfest net openai openai-api

Last synced: 02 Aug 2024

https://github.com/apocas/restai

RestAI is an AIaaS (AI as a Service) open-source platform. Built on top of LlamaIndex, Ollama and HF Pipelines. Supports any public LLM supported by LlamaIndex and any local LLM suported by Ollama. Precise embeddings usage and tuning.

embeddings fastapi langchain llama llamaindex llava llm ollama openai openaiapi python rag stable-diffusion transformers

Last synced: 27 Sep 2024

https://github.com/thomasvitale/llm-apps-java-spring-ai

Samples showing how to build Java applications powered by Generative AI and LLMs using Spring AI and Spring Boot.

embeddings generative-ai large-language-models llm ollama openai rag spring-ai

Last synced: 27 Sep 2024

https://github.com/uber-research/parallax

Tool for interactive embeddings visualization

embeddings natural-language-processing visualization

Last synced: 31 Jul 2024

https://github.com/superagent-ai/super-rag

Super performant RAG pipelines for AI apps. Summarization, Retrieve/Rerank and Code Interpreters in one simple API.

agents ai embeddings inference rag vector-database

Last synced: 31 Jul 2024

https://github.com/grumpyp/aixplora

AIxplora is a open-source tool which let's you query all kind of files not limited to any length or format.

audio chat chatbot chatgpt embeddings embeddings-model generativeai llm llms nlp openai ownfiles pdf question-answering search second-brain vectorstore

Last synced: 01 Aug 2024

https://github.com/zilliztech/akcio

Akcio is a demonstration project for Retrieval Augmented Generation (RAG). It leverages the power of LLM to generate responses and uses vector databases to fetch relevant documents to enhance the quality and relevance of the output.

artificial-intelligence chatbot chatgpt dolly embeddings ernie-bot fastapi gradio langchain llm milvus minimax nlp openai retrieval-augmented-generation retrieval-chatbot semantic-search towhee

Last synced: 09 Aug 2024

https://github.com/PlanTL-GOB-ES/lm-spanish

Official source for spanish Language Models and resources made @ BSC-TEMU within the "Plan de las Tecnologías del Lenguaje" (Plan-TL).

benchmarks corpora embeddings language-model nlp transformers

Last synced: 05 Aug 2024

https://github.com/danny-avila/rag_api

ID-based RAG FastAPI: Integration with Langchain and PostgreSQL/pgvector

api api-rest embeddings fastapi langchain pgvector postgresql psql python rag vector vector-database

Last synced: 27 Sep 2024

https://github.com/PKU-DAIR/Hetu

A high-performance distributed deep learning system targeting large-scale and automated distributed training.

artificial-intelligence autograd data-science deep-learning deep-neural-networks distributed-systems distributed-training embeddings gpu high-dimensional machine-learning python state-of-the-art

Last synced: 31 Jul 2024

https://github.com/twang2218/vocab-coverage

语言模型中文认知能力分析

bert chatglm chinese embeddings language-model llama llm

Last synced: 27 Sep 2024

https://github.com/Hellisotherpeople/CX_DB8

a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)

contextual-summarization cuda debate-evidence embeddings extractive-summarization flair python semantic-search semantic-summarization summarization summarizer token-level-summarization universal-sentence-encoder

Last synced: 05 Aug 2024

https://github.com/IngestAI/embedditor

⚡ GUI for editing LLM vector embeddings. No more blind chunking. Upload content in any file extension, join and split chunks, edit metadata and embedding tokens + remove stop-words and punctuation with one click, add images, and download in .veml to share it with your team.

datapreprocessing datascience embedding-vectors embeddings genai laravel llm markup-language ml nlp nltk php vector-database vector-search vectorization veml

Last synced: 31 Jul 2024

https://github.com/Anush008/fastembed-rs

Library for generating vector embeddings, reranking in Rust

embeddings rag retrieval retrieval-augmented-generation vector-search

Last synced: 02 Aug 2024

https://github.com/intelligentnode/IntelliNode

Access the latest AI models like ChatGPT, LLaMA, Diffusion, Gemini Hugging face, and beyond through a unified prompt layer and performance evaluation

anthropic chatbot chatgpt claude dall-e embeddings gemini google-ai gpt-4 hugging-face image-generation language-model mistralai nodejs openai prompt-engineering semantic-search speech-synthesis vectors

Last synced: 01 Aug 2024

https://github.com/intelligentnode/intellinode

Access the latest AI models like ChatGPT, LLaMA, Diffusion, Gemini Hugging face, and beyond through a unified prompt layer and performance evaluation

anthropic chatbot chatgpt claude dall-e embeddings gemini google-ai gpt-4 hugging-face image-generation language-model mistralai nodejs openai prompt-engineering semantic-search speech-synthesis vectors

Last synced: 02 Aug 2024

https://github.com/Santosh-Gupta/Research2Vec

Representing research papers as vectors / latent representations.

embeddings papers-reccomendations recommended-papers scientific-papers vector

Last synced: 07 Aug 2024

https://github.com/supabase/vecs

Postgres/pgvector Python Client

ai embeddings pgvector postgres vectors

Last synced: 27 Sep 2024

https://github.com/philippgille/chromem-go

Embeddable vector database for Go with Chroma-like interface and zero third-party dependencies. In-memory with optional persistence.

chroma chromadb cosine-similarity embedded embeddings go golang in-memory llm llms nearest-neighbor rag retrieval-augmented-generation vector-database vector-search

Last synced: 01 Aug 2024

https://github.com/definitive-io/code-indexer-loop

Code Indexer Loop is a Python library for indexing and retrieving source code files through an integrated vector database that's continuously and efficiently updated.

code-search embeddings managed-by-terraform python vector-search

Last synced: 17 Aug 2024

https://github.com/natasha/navec

Compact high quality word embeddings for Russian language

embeddings glove nlp python quantization russian word2vec

Last synced: 07 Aug 2024

https://github.com/dawenl/cofactor

CoFactor: Regularizing Matrix Factorization with Item Co-occurrence

embeddings matrix-factorization python recommender-system

Last synced: 07 Aug 2024

https://github.com/faustonisida/chatbot-long-short-term-memory

GPT-3 Chatbot with Long and Short Term Memory and advanced logic built in javascript with openai API - short and long memory, KYC, embeddings, openai, database, flexible, gpt-3.5-turbo, react

ai artificial-intelligence chatbot databases embeddings gpt-3-5-turbo javascript long-short-term-memory memory openai openai-api programming react

Last synced: 01 Oct 2024

https://github.com/Praful932/Kitabe

Book Recommendation System built for Book Lovers📖. Simply Rate ⭐ some books and get immediate recommendations🤩

ajax book-recomendation book-recommender css deep-learning django embeddings funksvd goodbooks-10k goodreads heroku html javascript machine-learning python recommendation-engine recommendation-system surprise svd web-application

Last synced: 01 Aug 2024

https://github.com/amscotti/local-llm-with-rag

Running local Language Language Models (LLM) to perform Retrieval-Augmented Generation (RAG)

chatbot embeddings langchain llm mistral ollama python rag retrieval-augmented-generation streamlit

Last synced: 26 Sep 2024

https://github.com/superlinked/superlinked

A compute framework for turning complex data into vectors.

embeddings etl vector-search

Last synced: 30 Jul 2024

https://github.com/jiatastic/GPTInterviewer

GPT Interviewer - Practice interview with AI interviewer based on job descriptions and resume

ai chatbot chatgpt embeddings langchain llm pdf vectorstores

Last synced: 01 Aug 2024

https://github.com/supabase/headless-vector-search

Supabase Toolkit to perform vector similarity search on your knowledge base embeddings.

embeddings openai postgres postgresql supabase vector

Last synced: 27 Sep 2024

https://github.com/linjungz/chat-with-your-doc

Chat with your docs in PDF/PPTX/DOCX format, using LangChain and GPT4/ChatGPT from both Azure OpenAI Service and OpenAI

azure azure-openai-service chatgpt embeddings gpt-4 langchain openai vectorstore

Last synced: 02 Aug 2024

https://github.com/minimaxir/imgbeddings

Python package to generate image embeddings with CLIP without PyTorch/TensorFlow

ai clip embeddings image-processing images onnx transformers

Last synced: 03 Oct 2024

https://github.com/dotvignesh/PDFChat

The PDFChat app allows you to chat with your PDF files in natural language.

embeddings gpt-3 langchain llm openai python streamlit

Last synced: 01 Aug 2024

https://github.com/deepfates/silicon

Add some intelligence to your notes with Silicon AI for Obsidian

ai embeddings gpt-3 obsidian-md tools-for-thought

Last synced: 07 Aug 2024

https://github.com/Zeeshanahmad4/chatgpt-knowledge-base-chatbot

An advanced chatbot that utilizes your own data to provide intelligent ChatGPT-style conversations using gpt-3.5-turbo and Ada for advanced embedding, as well as custom indexes and knowledgebase for a seamless user experience.

artificial-intelligence chatbot chatgpt embeddings gpt-3 gpt-3-5-turbo knowledge-base long-short-term-memory machine-learning openai openai-api openai-chatgpt pinecone qa qabot vectors

Last synced: 01 Aug 2024

https://github.com/dmotz/emdash

📚🧙‍♂️ Wisdom indexer — use AI to organize text snippets so you can actually remember & learn from what you read

ai books ebook ebooks elm embeddings epub kindle kindle-clippings kindle-highlights literature ml nlp notes reading semantic-search

Last synced: 03 Oct 2024

https://github.com/KipData/FnckSQL

Fast Insert lightweight embedded SQL database

data database embeddings oltp query-engine rust sql

Last synced: 01 Aug 2024

https://github.com/3Alan/chatpdf-demo

This is the minimum implementation demo of ChatPDF, which answers related questions about PDF.

chatgpt chatpdf embeddings gpt openai pdf pdfgpt

Last synced: 10 Aug 2024

https://github.com/yusufhilmi/client-vector-search

A client side vector search library that can embed, store, search, and cache vectors. Works on the browser and node. It outperforms OpenAI's text-embedding-ada-002 and is way faster than Pinecone and other VectorDBs.

embedding-models embedding-vectors embeddings openai search text-embeddings transformers vector vector-search

Last synced: 01 Aug 2024

https://github.com/amscotti/local-LLM-with-RAG

Running local Language Learning Models to perform Retrieval-Augmented Generation

embeddings langchain llm mistral ollama python rag

Last synced: 01 Aug 2024

https://github.com/bnosac/ruimtehol

R package to Embed All the Things! using StarSpace

classification embeddings natural-language-processing nlp r similarity starspace text-mining

Last synced: 31 Jul 2024

https://github.com/YC-wind/embedding_study

中文预训练模型生成字向量学习,测试BERT,ELMO的中文效果

bert chinese elmo elmo-tutorial embeddings z-w

Last synced: 01 Aug 2024

https://github.com/joisino/wordtour

Code for "Word Tour: One-dimensional Word Embeddings via the Traveling Salesman Problem" (NAACL 2022)

embeddings machine-learning natural-language-processing word-embeddings word2vec

Last synced: 02 Aug 2024

https://github.com/hpcaitech/CachedEmbedding

A memory efficient DLRM training solution using ColossalAI

colossal-ai deep-learning dlrm embeddings nlp pytorch recommandation-system

Last synced: 01 Aug 2024

https://github.com/iamaziz/ar-embeddings

Sentiment Analysis for Arabic Text (tweets, reviews, and standard Arabic) using word2vec

arabic arabic-embedding arabic-nlp arabic-sentiment embeddings sentiment-analysis word2vec word2vec-model

Last synced: 03 Aug 2024

https://github.com/firstbatchxyz/hollowdb-vector

A decentralized vector database for building vector search applications

ai ann arweave blockchain decentralized embedding embeddings nearest-neighbor-search vector-database

Last synced: 01 Aug 2024

https://github.com/firstbatchxyz/danny

A decentralized vector database for building vector search applications

ai ann arweave blockchain decentralized embedding embeddings nearest-neighbor-search vector-database

Last synced: 06 Aug 2024

https://github.com/supabase-community/langchain-chatbot-demo

Example of building a chatbot with Langchain and Supabase Vector.

ai chatbots embeddings langchain langchain-js openai supabase vector-database

Last synced: 13 Aug 2024

https://github.com/julien040/hn-recommendation-api

A recommendation system for Hacker News. Get the most similar posts for a given URL

embedding embeddings faiss hacker-news hnsw nextjs openai recommendation

Last synced: 09 Aug 2024

https://github.com/Tixierae/graph_2D_CNN

Code and data for the paper 'Classifying Graphs as Images with Convolutional Neural Networks' (new title: 'Graph Classification with 2D Convolutional Neural Networks')

2d-cnn artificial-intelligence classification convolutional-neural-networks deep-learning embeddings graph-2d-cnn graph-kernels graph-theory keras neural-networks representation-learning tensorflow

Last synced: 31 Jul 2024

https://github.com/supabase/embeddings-generator

GitHub Action to generate embeddings from the markdown files in your repository.

embeddings postgres postgresql supabase vector

Last synced: 27 Sep 2024

https://github.com/m1guelpf/clippy-widget

An AI-powered assistant for your company's docs.

chatbot chatgpt docs documentation embeddings gpt-3 search

Last synced: 31 Jul 2024

https://github.com/rragundez/chunkdot

Multi-threaded matrix multiplication and cosine similarity calculations for dense and sparse matrices. Appropriate for calculating the K most similar items for a large number of items by chunking the item matrix representation (embeddings) and using Numba to accelerate the calculations.

cosine-similarity embeddings numba vectorization

Last synced: 03 Oct 2024

https://github.com/warchildmd/game2vec

TensorFlow implementation of word2vec applied on https://www.kaggle.com/tamber/steam-video-games dataset, using both CBOW and Skip-gram.

cbow embeddings game2vec kaggle skipgram tensorflow word2vec

Last synced: 02 Aug 2024

https://github.com/rodrigobressan/entity_embeddings_categorical

Discover relevant information about categorical data with entity embeddings using Neural Networks (powered by Keras)

categorical-data embeddings entity-embedding keras machine-learning neural-networks pre-processing utility-library

Last synced: 30 Sep 2024

https://github.com/novoselrok/codesnippetsearch

Neural bag of words code search implementation using PyTorch and data from the CodeSearchNet project.

code-search codesearchnet embeddings machine-learning

Last synced: 17 Aug 2024

https://github.com/blaizzy/mlx-embeddings

MLX-Embeddings is the best package for running Vision and Language Embedding models locally on your Mac using MLX.

chatbot embeddings llms rag retrieval-augmented-generation

Last synced: 02 Oct 2024

https://github.com/siddk/entity-network

Tensorflow implementation of "Tracking the World State with Recurrent Entity Networks" [https://arxiv.org/abs/1612.03969] by Henaff, Weston, Szlam, Bordes, and LeCun.

embeddings key-vectors recurrent-entity-networks recurrent-neural-networks tensorflow tensorflow-models

Last synced: 26 Sep 2024

https://github.com/danieldk/go2vec

Read and use word2vec vectors in Go

embeddings go golang word2vec

Last synced: 02 Oct 2024

https://github.com/simonw/llm-embed-jina

Embedding models from Jina AI

embeddings jina llm

Last synced: 01 Oct 2024

https://github.com/csiro-robotics/TCE

This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).

action-recognition computer-vision contrastive-learning contrastive-loss deep-learning embeddings hmdb51 kinetics-datasets metric-learning pytorch representation-learning self-supervised-learning tsne-visualisations ucf-101

Last synced: 02 Aug 2024

https://github.com/Blaizzy/mlx-embeddings

MLX-Embeddings is the best package for running Vision and Language Embedding models locally on your Mac using MLX.

chatbot embeddings llms rag retrieval-augmented-generation

Last synced: 03 Sep 2024

https://github.com/siddk/relation-network

Tensorflow Implementation of Relation Networks for the bAbI QA Task, detailed in "A Simple Neural Network Module for Relational Reasoning," [https://arxiv.org/abs/1706.01427] by Santoro et. al.

babi-tasks deepmind embeddings natural-language-processing relation-networks tensorflow tensorflow-models

Last synced: 26 Sep 2024

https://github.com/azure-samples/azure-sql-db-session-recommender

Build a recommender using OpenAI, Azure Functions, Azure Static Web Apps, Azure SQL DB, Data API builder and Text Embeddings

azure-functions azure-sql-db azure-static-web-apps data-api-builder embeddings event-driven fullstack jamstack open-ai vectors

Last synced: 28 Sep 2024

https://github.com/Azure-Samples/azure-sql-db-session-recommender

Build a recommender using OpenAI, Azure Functions, Azure Static Web Apps, Azure SQL DB, Data API builder and Text Embeddings

azure-functions azure-sql-db azure-static-web-apps data-api-builder embeddings event-driven fullstack jamstack open-ai vectors

Last synced: 03 Aug 2024

https://github.com/nlpcloud/nlpcloud-js

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and much more...

ad-generator chatbot code-generation conversational-ai embeddings intent-classification keywords-extraction language-detection machine-translation ner nlp paraphrasing question-answering semantic-similarity sentiment-analysis text-classification text-generation text-summarization tokenization

Last synced: 01 Aug 2024

https://github.com/Merck/Sapiens

Sapiens is a human antibody language model based on BERT.

antibody bert embeddings language-model sapiens

Last synced: 26 Sep 2024

https://github.com/milosgajdos/go-embeddings

Go module for fetching embeddings from embeddings providers

ai aws-bedrock bedrock cohere embeddings go golang llm ollama openai text-embedding text-embeddings vertex-ai

Last synced: 01 Oct 2024

https://github.com/danieldk/dpar

Neural network transition-based dependency parser (in Rust)

dependency-parser embeddings neural-networks parsing rust transition

Last synced: 02 Oct 2024

https://github.com/mop/bier

Cleaned up reference implementation of BIER: Boosting Independent Embeddings Robustly.

cnn computer-vision embeddings

Last synced: 02 Aug 2024

https://github.com/yao8839836/KGE-LDA

Knowledge Graph Embedding LDA. AAAI 2017

embeddings lda topic-modeling

Last synced: 02 Aug 2024