Popular GitHub Repositories for Poc

AgentLLM is a PoC for browser-native autonomous agents

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

Simple Linux post-exploitation agent that uses io_uring to stealthily bypass EDR detection by avoiding traditional syscalls.

Live-Transcription (STT) with Whisper PoC

本项目通过大模型联动爬虫，检索Github上所有存有有价值漏洞信息与漏洞POC或规则信息的项目，并自动识别项目的目录结构、Readme信息后进行总结分析并分类，所汇总的项目可以帮助安全行业从业者收集漏洞信息、POC信息、规则等。

强大的MCP（模型上下文协议）安全机制

Siwi (/?s?wi/) is a PoC of Dialog System With Graph Database Backed Knowledge Graph.

A PoC to run Segment Anything Model (SAM) entirely in the browser without any backend

?? Waifu On The Web: A web-based Artificial Intelligence with Natural Language Processing and a Live2D model (PoC)

This POC is using CNTK 2.1 to train model for multiclass classification of images. Our model is able to recognize specific objects (i.e. toilet, tap, sink, bed, lamp, pillow) connected with picture types we are looking for. It plays a big role in a process which will be used to classify pictures from different hotels and determine whether it's a picture of bathroom, bedroom, hotel front, swimming pool, bar, etc.

A PoC Corporation Relationship Knowledge Graph System on top of Nebula Graph.

End to end example of a Retail Agent implemented with agents for Amazon Bedrock

CoUnit，一个基于 LLM 的虚拟团队接口人（API），通过向量化文档、知识库、SDK和 API 等，结合 LLM 智能化团队间对接与协作。Merge artificial intelligence seamlessly with team collaboration. Leverage intelligent vectorization to process documents, knowledge bases, SDKs, and APIs, empowering teams to unleash their creativity.

Small POC to predict game outcomes of the 2024 European Championship using GPT-4o and sportmonks football API.

A PoC for a location-aware legal assistant powered by GPT-4 and Gradio.

A POC project for OpenCV Spatial AI Competition

CVE-Search (name still in alpha), is a Machine Learning tool focused on the detection of exploits or proofs of concept in social networks such as Twitter, Github. It is also capable of doing related searches on Google, Yandex, DuckDuckGo on CVEs and detecting if the content may be a functional exploit, a proof of concept or simply information about the vulnerability.

PoC to detect and track parts under a car's hood, with ARKit + Vision + CreateML + RealityKit.

Provide a topic and it will create a narrated video: Generate video script -> generate caption images -> narrate the video script -> bind it together into a video mp4 (Pretty cool if you ask me). This is just a PoC.

The MoroccoAI GenAI Hackathon aims to foster innovation and collaboration within Morocco's burgeoning AI ecosystem. As a participant, you are asked to join a team to develop a PoC using GenAI in specific industries.