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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.

bootcamp

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

data

dimreduct

Embedding dimensionality reduction and visuallization for search efficiency

embedding_test

evalparrot

examples

code examples and demos

font_sawtooth

截屏类锯齿图片自动生成.可作为一类OCR训练图片。 大多数OCR生成训练图片没有考虑截屏类锯齿类图片的情况。 弥补了这一种。

github-slideshow

A robot powered training repository :robot:

gptcache

GPTCache is a library for creating semantic cache to store responses from LLM queries.

gpttranslator

A documents translation helper

haystack-core-integrations

Additional packages (components, document stores and the likes) to extend the capabilities of Haystack version 2.0 and onwards

haystack-integrations

🚀 A list of Haystack Integrations, maintained by the community or deepset.

isc21-descriptor-track-1st

The 1st Place Solution of the Facebook AI Image Similarity Challenge (ISC21) : Descriptor Track.

langchain

⚡ Building applications with LLMs through composability ⚡

llama_index

LlamaIndex is a data framework for your LLM applications

memgpt

Building persistent LLM agents with long-term memory 📚🦙

milvus-docs

This repository is for Milvus technical documentation update and maintenance. Visit Milvus.io for fully rendered technical documents.

milvus-haystack

mobile-deep-learning

This research aims at simply deploying CNN(Convolutional Neural Network) on mobile devices, with low complexity and high speed.

movienet-tools

Tools for movie and video research

operator-tasks

Documents for operator task introductions

r2r

A framework for rapid development and deployment of production-ready RAG systems

slowfast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

towhee

An easy-to-use machine learning pipeline for generating embedding vectors in just a couple lines of code.

towhee_examples

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

video-retrieval-example

video_decopy_detection

vision_transformer_visualization