Top 22 embedding Open-Source Projects

• PaddleNLP

  2 11,515 9.8 Python

  👑 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.

  

• myGPTReader

  6 4,399 6.4 Python

  A community-driven way to read and chat with AI bots - powered by chatGPT.

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• awesome-community-detection

  1 2,274 2.8 Python

  A curated list of community detection research papers with implementations.

• infinity

  1 1,793 9.9 C++

  The AI-native database built for LLM applications, providing incredibly fast full-text and vector search (by infiniflow)

  

Project mention: Speeding up C++ build times | news.ycombinator.com | 2024-04-28

Using C++20 modules, take a look at this project: https://github.com/infiniflow/infinity

• modelfusion

  18 952 9.9 TypeScript

  The TypeScript library for building AI applications.

  

Project mention: Next.js and GPT-4: A Guide to Streaming Generated Content as UI Components | dev.to | 2024-01-25

ModelFusion is an AI integration library that I am developing. It enables you to integrate AI models into your JavaScript and TypeScript applications. You can install it with the following command:

• MyScaleDB

  4 665 9.0 C++

  An open-source, high-performance SQL vector database built on ClickHouse.

  

Project mention: Myscaledb: Open-source SQL vector database to build AI apps using SQL | news.ycombinator.com | 2024-04-01

• Angular-Penalty-Softmax-Losses-Pytorch

  1 476 0.0 Python

  Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• ChatGptNet

  1 283 8.4 C#

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

• word2vec

  2 187 0.0 Go

  Go library for performing computations in word2vec binary models (by sajari)

  

• pyTsetlinMachine

  1 122 5.8 C

  Implements the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, Weighted Tsetlin Machine, and Embedding Tsetlin Machine, with support for continuous features, multigranularity, clause indexing, and literal budget

  

• amazon-denseclus

  1 90 8.1 Jupyter Notebook

  Clustering for mixed-type data

  

• hn-recommendation-api

  9 79 5.1 TypeScript

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

Project mention: Show HN: HN recommend – A recommendation engine for Hacker News | news.ycombinator.com | 2023-06-19

• json-repair

  1 65 5.4 Go

  🔧 Repair JSON！Solution for JSON Anomalies from LLMs.

Project mention: Repair JSON！Solution for JSON Anomalies from LLMs | news.ycombinator.com | 2024-04-21

https://github.com/RealAlexandreAI/json-repair

Discover the power of seamless JSON string repair with the json-repair library by RealAlexandreAI, available on GitHub. This ingenious tool is designed to effortlessly mend corrupted JSON strings generated by Large Language Models (LLMs), ensuring your data integrity remains uncompromised.

Key Features:

- Zero Dependencies: The json-repair library prides itself on having zero external dependencies, making it incredibly lightweight and easy to integrate into your projects.

- Universal Compatibility: It is fully compatible with all versions of Go, ensuring that developers across the board can benefit from its capabilities without worrying about version conflicts.

- Workflow Efficiency: Perfectly suited for incorporation into your workflow, json-repair guarantees non-disruptive operation. It smoothly handles all input and output, allowing your processes to continue without any hiccups.

• AnnA_Anki_neuronal_Appendix

  3 57 8.4 Python

  Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity

• augmented-interpretable-models

  1 37 7.4 Jupyter Notebook

  Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.

  

• GLOM-TensorFlow

  4 36 0.0 Python

  An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data

• exembed

  5 30 1.8 Go

  Go Embed experiments

• exn

  2 11 4.7 Python

  Write and render rich, scriptable, and interactive notes

• dawnsearch

  1 10 8.6 Rust

  The open source distributed web search engine that searches by meaning.

  

Project mention: DawnSearch - Open source distributed web search experiment | /r/opensource | 2023-08-08

Hi everyone! Over the past weeks I've been working on DawnSearch, an open source distributed web search engine, using semantic (vector) search. It is written in Rust and uses some amazing libraries, like rust-bert and USearch.

• autoembedder

  1 8 0.0 Python

  PyTorch autoencoder with additional embeddings layer for categorical data 🚘

Project mention: How to learn Categorial Embeddings in Unsupervised Learning? | /r/deeplearning | 2023-06-25

Solutions I found here and here propose to save the Input Batch as a in a variable after feeding it into the Embeddings Layer (but before the AE) and use that as the target for the loss function.

• SHREC2023-ANIMAR

  1 6 6.6 Python

  Source codes of team TikTorch (1st place solution) for track 2 and 3 of the SHREC2023 Challenge

• llm-linker

  1 2 3.3 Python

  :link: LLM links to everything !

  

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

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• GitHub - madawei2699/myGPTReader: myGPTReader is a bot on Slack that can read and summarize any webpage, documents including ebooks, or even videos from YouTube. It can communicate with you through voice. (a Python project)

  1 project | /r/Python | 30 Mar 2023
• A note from our sponsor - SaaSHub
  www.saashub.com | 17 May 2024

  SaaSHub helps you find the best software and product alternatives Learn more →

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