Retrieval Libraries

28 Components & Libraries

Sortby

Retrieval Libraries

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

4 September 2023 - Version 1.7.1 25 May 2023 - Version 1.7.0 15 September 2022 - Version 1.6.2 1 September 2022 - Version 1.6.1 24 August 2022 - Version 1.6.0 2 June 2022 - Version 1.5.0 For the late…

:mag: Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-4, ChatGPT and alike). Haystack offers production-ready tools to quickly build complex question answering, semantic search, text generation applications, and more.

This command installs everything needed for basic Pipelines that use an in-memory DocumentStore. If you want to install only the dependencies needed for model inference on your local hardware (not re…

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows. Embeddings databases are a union of vector indexes (sparse and dense), graph networks a…

A library for audio and music analysis, feature extraction.

You can use multiple dimensional feature combinations, select different deep learning networks training, study various tasks in the audio field such as Classification, Separation, MIR etc. In the tim…

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

This is a Python toolbox that implements the training and testing of the approach described in our papers: This code implements: In order to run this toolbox you will need: For detailed explanation o…

Up to 10x faster string search, split, sort, and shuffle for long strings and multi-gigabyte files in Python and C, leveraging SIMD with just a few lines of Arm Neon and x86 AVX2 & AVX-512 intrinsics 🦖

StringZilla is the Godzilla of string libraries, splitting, sorting, and shuffling large textual datasets faster than you can say "Tokyo Tower" 😅 StringZilla is built on a very simple heuristic: If t…

Ship RAG based LLM web apps in seconds.

for built-in data readers (github, pdf, docx, ipynb, epub, mbox, websites..), install with: huggingface - ollama example: microsoft azure - openai example: google - vertexai example: aws bedrock - cl…

Simple image search engine

🚀CNN-based image retrieval built on Keras

keras 2.0.1 及 2.0.5 版本均经过测试可用。推荐Python 2.7，支持Python 3.6. 此外需要numpy, matplotlib, os, h5py, argparse. 推荐使用anaconda安装此外，若在使用过程中出现任何问题，请在赞赏留言中留下您的微信，收到消息后我会尽快修复。

:sound: spafe: Simplified Python Audio Features Extraction

Simplified Python Audio Features Extraction spafe requires: if you want to use the visualization module/ functions of spafe, you will need to install: Once you have the Dependencies installed, use on…

A toolkit for symbolic music generation

MusPy is an open source Python library for symbolic music generation. It provides essential tools for developing a music generation system, including dataset management, data I/O, data preprocessing …

🤖 State-of-the-art, production ready LLM apps made mega-easy, so you don't have to build them from scratch 🤯 Create a bot, now 🫵

🤖 Megabots provides State-of-the-art, production ready LLM apps made mega-easy, so you don't have to build them from scratch 🤯 Create a bot, now 🫵 Note: This is a work in progress. The API might chan…

The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"

Install the 'SOX' and the 'ffmpeg', we recommend that you run this code in Linux inside the Conda environment. In that, you can install them by: For the most important part: If you want to train/test…

Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking

We revisit and address issues with Oxford 5k and Paris 6k image retrieval benchmarks. New annotation for both datasets is created with an extra attention to the reliability of the ground truth and th…

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.

Index ChatGPT has constraints due to its limited knowledge base, sometimes resulting in hallucinating answers when asked about unfamiliar topics. We are introducing the new AI stack, ChatGPT+Vector d…

Get started with Machine Learning with Python - An introduction with Python programming examples

There are two options. Note: On each of those options, you'll find: No installations needed. Note: On each notebook, click on "Open in Colab", in order to open it on Google Colab Worried about whethe…

libfmp - Python package for teaching and learning Fundamentals of Music Processing (FMP)

This repository contains the Python package libfmp. This package goes hand in hand with the FMP Notebooks, a collection of educational material for teaching and learning Fundamentals of Music Process…

A python framework for symbolic music generation, evaluation and analysis

A Python library for symbolic music generation, analysis and visualization. Published in SoftwareX 2023. The modules contained in this library are: To install the latest version, clone this repositor…

Python scripts accompanying the book "An Introduction to Audio Content Analysis" (www.AudioContentAnalysis.org)

All implementations are also available in: The top-level functions are (alphabetical): The names of the additional functions follow the following conventions: Consistent variable naming and formattin…

Diffusion on manifolds for image retrieval

It is NOT authors implementation and some parts, e.g. sparsification, truncation, etc. are missing. Expected output:

Package for automatic beat-mixing of music files in Python 🐻🎚

Mix two WAV files - Tested on Python 3.6 or later

The AugNet Python module contains functions for the fast computation of image similarity.

In our work, we propose AugNet, a new deep learning training paradigm to learn image features from a collection of unlabeled pictures. We develop a method to construct the similarities between pictur…

Web Service for E-Discovery Analytics

FreeDiscovery is an open source e-Discovery and information retrieval engine. It is based on the scikit-learn library and has two main components, FreeDiscovery is released under the 3-clause BSD lic…

You guessed well, genius !! This tool is intended for the initiation to ethical hacking with python

Additional options for attacks (e.g. DNS poisoning) and post-exploitation will be added in the future. This tool is currently divided into four packages: Any of these packages can be extended with ne…

A CNN which converts piano audio to a simplified MIDI format

A Convolutional Neural Network which converts piano audio to a simplified MIDI format.The final model takes as input an audio file (mono- or polyphonic)and outputs a simplified MIDI output with the c…

Course about artificial intelligence applied to the arts. Available in spanish and english.

Are you interested in art? Are you curious about how new technological tools might help in your creative process? Then this is the course for you. In this class you are going to learn what Artificial…

The official implementation of "TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music"

We propose TONet, a plug-and-play model that improves both tone and octave perceptions by leveraging a novel input representation and a novel network architecture. Any CFP-input-based Model can be se…

pyace: A python implementation of automatic chord estimation (ACE) from audio

pyace: A python implementation of automatic chord estimation (ACE) from audio First of all import the module by calling: It basically provides two simple interfaces: and You could just take the sourc…

Related tags

python

django

django-rest-framework

bot

wechat