LinqLover/Squeak-SemanticText

ChatGPT, embedding search, and retrieval-augmented generation for Squeak/Smalltalk

Language: Smalltalk - Size: 979 KB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 4 - Forks: 0

nitaiaharoni1/vector-storage

Vector Storage is a vector database that enables semantic similarity searches on text documents in the browser's local storage. It uses OpenAI embeddings to convert documents into vectors and allows searching for similar documents based on cosine similarity.

Language: TypeScript - Size: 175 KB - Last synced: 3 days ago - Pushed: 7 months ago - Stars: 166 - Forks: 31

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.

Language: TypeScript - Size: 372 KB - Last synced: about 1 month ago - Pushed: 5 months ago - Stars: 121 - Forks: 5

rajadilipkolli/ai-playground

AI implementation using langchain4j and springAI frameworks with Java

Language: Java - Size: 860 KB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 5 - Forks: 2

Dicklesworthstone/swiss_army_llama

A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.

Language: Python - Size: 2.49 MB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 883 - Forks: 47

Dadmatech/DadmaTools

DadmaTools is a Persian NLP tools developed by Dadmatech Co.

Language: Python - Size: 92.6 MB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 164 - Forks: 34

nabeel-ncz/document-ai-query

A web application that extracts, processes, and intelligently interacts with PDF content. Using natural language processing and vector embeddings, it transforms PDF text into high-dimensional vectors for efficient and accurate querying.

Language: TypeScript - Size: 188 KB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 0 - Forks: 0

olasunkanmi-SE/IntelliSearch

IntelliSearch is an advanced retrieval-based question-answering and recommendation system that leverages embeddings and a large language model (LLM) to provide accurate and relevant information to users.

Language: TypeScript - Size: 1010 KB - Last synced: 19 days ago - Pushed: about 1 month ago - Stars: 3 - Forks: 0

FrankyKyaw/DeepMelodyLSTM

An LSTM based music generation model trained on midi data. The model takes in a sequence of a certain length and learns to predict the next note.

Language: Jupyter Notebook - Size: 2.66 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 1 - Forks: 0

awa-ai/awadb

AI Native database for embedding vectors

Language: C++ - Size: 4.13 MB - Last synced: 20 days ago - Pushed: 5 months ago - Stars: 159 - Forks: 14

hkproj/retrieval-augmented-generation-notes

Slides for "Retrieval Augmented Generation" video

Language: Jupyter Notebook - Size: 4.58 MB - Last synced: 23 days ago - Pushed: 6 months ago - Stars: 11 - Forks: 0

aws-samples/rag-using-langchain-amazon-bedrock-and-opensearch

RAG with langchain using Amazon Bedrock and Amazon OpenSearch

Language: Python - Size: 41 KB - Last synced: 29 days ago - Pushed: 29 days ago - Stars: 148 - Forks: 33

towhee-io/towhee

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

Language: Python - Size: 37.2 MB - Last synced: 29 days ago - Pushed: 5 months ago - Stars: 3,009 - Forks: 238

pentoai/vectory

Vectory provides a collection of tools to track and compare embedding versions.

Language: Python - Size: 1.92 MB - Last synced: 27 days ago - Pushed: over 1 year ago - Stars: 65 - Forks: 0

patterns-ai-core/qdrant-ruby

Ruby wrapper for the Qdrant vector search database API

Language: Ruby - Size: 51.8 KB - Last synced: 15 days ago - Pushed: 5 months ago - Stars: 36 - Forks: 7

BBC-Esq/VectorDB-Plugin-for-LM-Studio

Plugin that creates a ChromaDB vector database to work with LM Studio running in server mode!

Language: Python - Size: 6.89 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 202 - Forks: 29

danielkonecny/generating-faces

Generating faces with GANs and analyzing embedding space distribution for different classes as a Bachelor's Thesis at BUT FIT.

Language: Jupyter Notebook - Size: 97.5 MB - Last synced: about 1 month ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

langfield/embedding-encoder

Autoencoder to compress distance matrices of pretrained embedding files.

Language: Python - Size: 2.7 MB - Last synced: about 1 month ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

sjy-dv/mind-x

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.

Language: Go - Size: 39.6 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

easonlai/chat_with_pdf_table

The contents of this repository showcase how to extract table data from a PDF file and preprocess it to facilitate word embedding. This preprocessing step enhances the readability of table data for language models and enables us to extract more contextual information from the tables.

Language: Jupyter Notebook - Size: 85.9 KB - Last synced: about 1 month ago - Pushed: 8 months ago - Stars: 6 - Forks: 2

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.

Language: PHP - Size: 1.74 MB - Last synced: about 1 month ago - Pushed: 7 months ago - Stars: 206 - Forks: 14

ziozzang/embedding-server

Testing Embedding Server (Compatible OpenAI API). model from LLaMa/Mistral

Language: Python - Size: 6.84 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

taherfattahi/embedding-optimizer

Two approaches to generating optimized embeddings in the Retrieval-Augmented Generation (RAG) Pattern

Language: Python - Size: 161 KB - Last synced: 30 days ago - Pushed: 2 months ago - Stars: 4 - Forks: 0

mrseanryan/entity-classifier

Classify entities into clusters via embedding vectors, using a given list of category names

Language: Python - Size: 12.7 KB - Last synced: about 2 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

egermano/poc-rag-ollama

Playing with Generative AI

Language: JavaScript - Size: 31.3 KB - Last synced: about 2 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

bubble-07/FETISH-RS

(F)unctional (E)mbedding of (T)erms (I)n a (S)patial (H)ierarchy -- as a Rust crate!

Language: Rust - Size: 1.44 MB - Last synced: about 2 months ago - Pushed: almost 3 years ago - Stars: 3 - Forks: 0

llmware-ai/llmware

Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

Language: Python - Size: 403 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 3,057 - Forks: 260

labrijisaad/LLM-RAG

A Streamlit app leveraging a RAG LLM with FAISS to offer answers from uploaded files.

Language: Jupyter Notebook - Size: 1.31 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 3 - Forks: 0

patterns-ai-core/weaviate-ruby

Ruby wrapper for the Weaviate vector search database API

Language: Ruby - Size: 146 KB - Last synced: 15 days ago - Pushed: 3 months ago - Stars: 42 - Forks: 14

patterns-ai-core/milvus

Ruby wrapper for the Milvus vector search database API

Language: Ruby - Size: 54.7 KB - Last synced: 3 days ago - Pushed: 10 months ago - Stars: 16 - Forks: 2

Frank40790/SemanticSpotlight

A tool for identifying related text in large chunk of text

Language: Python - Size: 876 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 3.36 MB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 261 - Forks: 49

JadenGeller/similarity-topology

Efficient nearest neighbor search in Swift

Language: Swift - Size: 95.7 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 4 - Forks: 0

enockjamin01/autocode

NLP LSTM model to predict python codes (Text prediction) (Tokenized special characters)

Language: Jupyter Notebook - Size: 3.56 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

webobite/Fact-Chatbot

A Fact chatbot is a project in which it read a txt file which consist all facts ahead of time and answer the user with some useful information regarding the same on the basis of facts provided in text file.

Language: Jupyter Notebook - Size: 85.9 KB - Last synced: 29 days ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

venkat-a/Text_Processing_RNN_LSTM

Text Processing RNN leverages RNN and LSTM models for advanced text processing. It features deep learning techniques for NLP tasks, utilizing GloVe for word embeddings, aimed at both educational and practical applications.

Language: Jupyter Notebook - Size: 15.6 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

UBOS-tech/node-red-contrib-chromadb

Chroma is the open-source embedding database

Language: HTML - Size: 27.3 KB - Last synced: 26 days ago - Pushed: 7 months ago - Stars: 4 - Forks: 0

mickymultani/Streaming-LLM-Chat

Interactive chat application leveraging OpenAI's GPT-4 for real-time conversation simulations. Built with Flask, this project showcases streaming LLM responses in a user-friendly web interface.

Language: Python - Size: 2.23 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 8 - Forks: 2

struct-chat/embedding

Vector Embedding Server in under 100 lines of code

Language: Python - Size: 15.6 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 19 - Forks: 2

taherfattahi/recommendation-systems-by-llms

Enhancing Recommendation Systems with Large Language Models (RAG - LangChain - OpenAI)

Language: Jupyter Notebook - Size: 0 Bytes - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

sdsc-innovation/itembed

Python library to train shallow embeddings on unordered sequences

Language: Python - Size: 21.2 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 2 - Forks: 0

DrRuin/Personalized-Real-Estate-Agent

In an industry where personalization is key to customer satisfaction, your company wants to revolutionize how clients interact with real estate listings. The goal is to create a personalized experience for each buyer, making the property search process more engaging and tailored to individual preferences.

Language: Jupyter Notebook - Size: 386 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

Dicklesworthstone/fast_vector_similarity

The Fast Vector Similarity Library is designed to provide efficient computation of various similarity measures between vectors.

Language: Rust - Size: 3.37 MB - Last synced: 3 months ago - Pushed: 10 months ago - Stars: 307 - Forks: 8

OSS-Pole-Emploi/embcompare

A simple python tool for embedding comparison

Language: Python - Size: 27.9 MB - Last synced: about 1 month ago - Pushed: 2 months ago - Stars: 7 - Forks: 0

StepanTita/cam-bert

We propose a novel method of fine-tuning the model for a particular downstream task, which proves to be more efficient and generalizable. We show that in an example of a fake news detection task, utilizing three distinct datasets and outperforming the baseline model in both the same dataset and cross-dataset zero-shot test.

Language: Jupyter Notebook - Size: 119 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

whenever5225/MUST

An Effective and Scalable Framework for Multimodal Search with Target Modality

Language: C++ - Size: 8.52 MB - Last synced: 15 days ago - Pushed: about 1 year ago - Stars: 7 - Forks: 0

doingthisalright/chatgpt-langchain-qna-on-your-docs

Personalize ChatGPT using LangChain, and get answers from your own documents and knowledge base.

Language: TypeScript - Size: 1.8 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 30 - Forks: 10

shahules786/Twitter-Sentiment

Sentiment analyzer for your tweets.

Language: Python - Size: 3.41 MB - Last synced: 2 days ago - Pushed: over 3 years ago - Stars: 64 - Forks: 11

Jakob-L-M/multi-modal-document-search

This repository provides a streamlit application that enables a user to upload a screenshot which will than be queried against a database of PDF documents. Both the image structure as well as the (possibly) included text are used to find matching documents for a self defined set.

Language: Python - Size: 10.7 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

tolopsy/documaster

Documaster API is DocumentGPT. It leverages LLMs to answer questions in the context of uploaded documents.

Language: Python - Size: 101 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 1 - Forks: 0

Sourabh-Bharale/pdfai

A Nextjs and stripe integrated Saas app starter where users can upload their own pdf and chat with their pdf with openai apis bootstraped with shadcnUI React-Query Zod using neon-DB

Language: TypeScript - Size: 262 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

Typhon0130/devscale-ai

AI Platform that train chatbot and chat with this chatbot

Language: TypeScript - Size: 752 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 3 - Forks: 1

seonglae/tei

Text Embeddings Inference (TEI)'s unofficial python wrapper library for batch processing with asyncio

Language: Python - Size: 6.84 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

gopikrsmscs/iSeBetter

A semantic search transformer model fine-tuned on the PyTorch GitHub issues dataset, hosted on Hugging Face, and integrated with Streamlit for easy use.

Language: Python - Size: 20.7 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

lior-k/fast-elasticsearch-vector-scoring

Score documents using embedding-vectors dot-product or cosine-similarity with ES Lucene engine

Language: Java - Size: 86.9 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 389 - Forks: 111

dcarpintero/llamaindexchat

LLM Chatbot with Retrieval Augmented Generation using Llamaindex

Language: Python - Size: 12.6 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 7 - Forks: 0

dcarpintero/wikisearch

Wikipedia Semantic Search w/ Embeddings

Language: Python - Size: 625 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 2 - Forks: 0

vtmike2015/Graph-Based-Literature-Review-Tool

This Network-graph based literature review tool uses the open-source version of Neo4j with Jupyter Notebooks written in Python to import academic literature metadata from a variety of sources including OpenAlex, arXiv, Sematic Scholar and Web of Science. Also incorporated are OpenAI vector embeddings using Neo4j's Vector Search Index capabilities.

Language: Jupyter Notebook - Size: 116 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

shamspias/langchain-chat

langchain-chat is an AI-driven Q&A system that leverages OpenAI's GPT-4 model and FAISS for efficient document indexing. It loads and splits documents from websites or PDFs, remembers conversations, and provides accurate, context-aware answers based on the indexed data. Easy to set up and extend.

Language: Python - Size: 1.34 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 58 - Forks: 13

kozistr/triton-grpc-proxy-rs

Proxy server for triton gRPC server that inferences embedding model in Rust

Language: Rust - Size: 74.2 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 3 - Forks: 0

dcarpintero/github-semantic-search

Semantic Search on Langchain Github Issues with Weaviate

Language: Python - Size: 2.36 MB - Last synced: 8 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

phenolophthaleinum/phastDNA

Virus-host interaction prediction using local fluctuations of genome nucleotide content

Language: HTML - Size: 18.7 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 3 - Forks: 0

ChetanXpro/chat-with-pdf

This is a web app where user can talk with there pdf , just need to run few scripts to ingest there pdf, and then with web interface they can talk with pdf

Language: TypeScript - Size: 194 KB - Last synced: 19 days ago - Pushed: 9 months ago - Stars: 3 - Forks: 0

get-convex/dryad

Dryad talks to you trees! Easy semantic code search on any repository

Language: TypeScript - Size: 1.46 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

nsb700/nn_document_classifier

Neural Network Embedding to Classify Cancer Documents

Language: Jupyter Notebook - Size: 194 KB - Last synced: 4 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

ZJU-DAILY/MUST

An Effective and Scalable Framework for Multimodal Search of Target Modality

Language: C++ - Size: 16.6 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 2 - Forks: 0

acantarero/embedding_service

FastAPI service to generate text embeddings. Currently supports instructor models and has GPU support.

Language: Python - Size: 37.1 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

ashish807/Stanford-Sentiment-Treebank

rate customer reviews

Language: Jupyter Notebook - Size: 2.72 MB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

ashish807/Predict-Job-Title-and-skills

Job Prediction given job description and skills

Language: Jupyter Notebook - Size: 324 KB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

maquenneville/WikiWhat

a Q&A tool for Wikipedia context-informed GPT chat

Language: Python - Size: 88.9 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

EveryOneIsGross/mnemosyneBOT

a simple offline chat agent with dynamic contextual memory recall and "forgetting".

Language: Python - Size: 14.6 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

gawy/aind2-nlp-capstone Fork of udacity/aind2-nlp-capstone

Machine translation using Deep Neural Networks (English to French)

Language: Jupyter Notebook - Size: 2.37 MB - Last synced: 10 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

krrish-v/most_used_sentence_embeddings

Language: Jupyter Notebook - Size: 19.5 KB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

crclark/graph-anns

Efficient approximate nearest neighbor search data structure

Language: Rust - Size: 2.41 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

fredsiika/huxley-pdf

Upload personal docs and Chat with your PDF files with this GPT4-powered app. Built with LanChain, Pinecone Vector Db, deployed on Streamlit

Language: Python - Size: 972 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 7 - Forks: 5

0xIbra/linux-tower-gpt-embeddings-experiment

This project is a work-in-progress and serves as an experiment for context injection with GPT and code embeddings. The goal is to use GPT to develop the remaining features of the project.

Language: Python - Size: 3.06 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

Riminder/hub

A library for machine learning models applied to Profile and Job data. http://riminder.net

Size: 6.84 KB - Last synced: 8 days ago - Pushed: over 4 years ago - Stars: 6 - Forks: 0

ayyucedemirbas/Visualizing_Turkish_Comments_Data_Embedding_Projector_TensorBoard

Language: Jupyter Notebook - Size: 22.1 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

nssharmaofficial/Review_Classification

Review classification in pytorch using LSTM

Language: Python - Size: 30.1 MB - Last synced: 5 months ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

inkrement/StuffedTurkey

Distributed Embedding Aggregation

Language: C++ - Size: 282 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 0

vgupta123/SCDV-MS

Improving Document Classification with Multi-Sense Embeddings Source Code (ECAI 2020)

Language: Python - Size: 137 MB - Last synced: 5 months ago - Pushed: about 3 years ago - Stars: 14 - Forks: 3

ikergarcia1996/MetaVec

A monolingual and cross-lingual meta-embedding generation and evaluation framework

Language: Python - Size: 69.3 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 78 - Forks: 5

TheUnsolvedDev/Sentiment-Analysis-With-Multi-Domain-Adaptation

Multi domain adaption of quick sentiment analysis on mutliple catagories of task like classification of the nature of the reviews regrading various objects found in Amazon website

Language: Python - Size: 45.7 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

sodalabsio/knowledge-mapper

Project for developing knowledge maps via deep text embeddings.

Language: HTML - Size: 163 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

prakhargurawa/Neural-Machine-Translation-Keras-Attention

Machine translation using LSTM Model. Created two translation models with/without attention mechanisms for translation between French-English and German-English.

Language: Jupyter Notebook - Size: 36 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 4 - Forks: 1

marnixkoops/hyperscale

⚡ Scalable recommendation serving and vector similarity search

Language: Python - Size: 1.53 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 3 - Forks: 0

BrightXiaoHan/FaceRecognizer

Deep face recognition.

Language: Python - Size: 150 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 4 - Forks: 2

PierceLBrooks/trope2vec Fork of kaisugi/hyperdoc2vec

https://tvtropes.org/pmwiki/pmwiki.php/Main/Media

Language: Python - Size: 43 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

davpinto/ml-eng-project

Capstone project for the Udacity's ML Engineer Specialization

Language: Jupyter Notebook - Size: 70.4 MB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

mehak0503/Mass-media

Understanding the growth pattern in districts of India using mass media data

Language: Jupyter Notebook - Size: 1.89 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

nickvdw/image-retrieval

Performing the image retrieval task using neural codes based on the "Neural Codes for Image Retrieval" paper.

Language: Jupyter Notebook - Size: 4.02 MB - Last synced: over 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 1

Azizimj/NLP_tf

natural language model

Language: Python - Size: 5.91 MB - Last synced: over 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0