Best AI tools for< Suggest Hardware >

PC Builder AI is an artificial intelligence tool developed by AE Studio to assist users in building a customized PC based on their budget and preferences. The tool allows users to input their desired budget and PC specifications, and it provides real-time price updates to help users get the best value for their money. With a user-friendly interface, PC Builder AI simplifies the process of selecting components and building a PC tailored to individual needs. Whether you are a tech enthusiast or a novice, PC Builder AI can help you create a high-performance PC without the hassle of researching and comparing components.

Suggest AI is an AI tool developed by @KShivendu. It is designed to provide suggestions and recommendations to users. The tool uses artificial intelligence algorithms to analyze data and generate personalized suggestions based on user preferences and behavior. Suggest AI aims to enhance user experience by offering tailored recommendations in various domains such as e-commerce, content consumption, and decision-making.

Suggest.Gift is an AI-powered tool designed to assist users in finding the perfect gift for their loved ones. By leveraging the latest AI technology, the tool analyzes input scenarios related to events, relationships, hobbies, and preferences to provide personalized gift suggestions. Users can bid farewell to the stress of gift-giving and rely on the tool to discover ideal presents effortlessly. The platform aims to enhance the gift-giving experience by utilizing artificial intelligence to streamline the process and ensure satisfaction for both gift givers and recipients.

KanShareBan is an AI-powered platform that allows users to share their projects, receive feedback from the community, create public Kanban boards, gather suggestions, and generate tasks with AI. Users can explore boards created by others, engage with community suggestions, and collaborate with creative individuals. The platform aims to streamline project planning and task management by leveraging artificial intelligence.

v0 Report is an advanced AI Document Generator that allows users to effortlessly create, customize, and manage professional-quality documents. The tool is designed to automate the writing process, enhance workflow productivity, and elevate the quality of documents for students, researchers, and professionals. With features like AI writing research capabilities, user-friendly interface, and cost-effective writing generation, v0 Report aims to revolutionize document creation through artificial intelligence technology.

Spellbook is a comprehensive AI tool designed for commercial lawyers to streamline contract review and drafting processes. It offers features such as redlining contracts, drafting from scratch or libraries, providing quick answers to complex questions, comparing contracts to industry standards, and enabling multi-document workflows. Spellbook leverages AI technology to enhance legal work efficiency and accuracy, making it a valuable asset for legal professionals worldwide.

JustConvert is an AI-powered conversion optimization tool that analyzes your website to provide actionable suggestions for improving your conversion rate, design, and copywriting. It is designed to be easy to use and affordable, even for small businesses and startups. With JustConvert, you can quickly and easily identify areas for improvement on your website and get specific recommendations on how to fix them. This can lead to a significant increase in your conversion rate, which can mean more sales, leads, or signups for your business.

ReachifyMe is an AI-powered LinkedIn post generator that helps users create high-quality LinkedIn posts in under 7 minutes. The tool provides users with ready-made post ideas, viral post templates, and a content editor to help them craft posts that stand out in the crowded LinkedIn landscape. ReachifyMe also offers a content planner that allows users to save and schedule their posts, as well as track their performance.

VanChat is an AI shopping assistant designed to boost Shopify sales by accurately answering customer questions, understanding buyer intent, personalizing interactions, suggesting products, and ultimately increasing sales. It automates tasks like order checking and updating, offers personalized product recommendations, and proactively engages customers to drive purchases. VanChat continuously learns from store data in real-time to provide accurate responses and tailored suggestions. The platform aims to enhance user satisfaction, improve customer service, and increase revenue for online businesses.

SWMS AI is an AI-powered safety risk assessment tool that helps businesses streamline compliance and improve safety. It leverages a vast knowledge base of occupational safety resources, codes of practice, risk assessments, and safety documents to generate risk assessments tailored specifically to a project, trade, and industry. SWMS AI can be customized to a company's policies to align its AI's document generation capabilities with proprietary safety standards and requirements.

Parity is the world's first AI SRE tool designed to assist on-call engineers working with Kubernetes. It acts as the first line of defense by conducting investigations, determining root causes, and suggesting remediation before the engineer even opens their laptop. With features like Root Cause Analysis in Seconds, Intelligent Runbook Execution, and the ability to chat directly with the cluster, Parity streamlines incident response and enhances operational efficiency.

OpenFuture is the world's largest AI Tools Directory in 2024, offering a comprehensive collection of AI applications across various categories such as 3D generator, aggregators, AI detection, art generator, audio editing, and more. Users can explore a wide range of AI-powered tools to enhance productivity, streamline tasks, and improve efficiency in different domains. The platform serves as a valuable resource for individuals and businesses looking to leverage artificial intelligence technology for various purposes.

Podcast.ai is an AI-powered podcast that generates episodes entirely using artificial intelligence. The podcast explores new topics in depth and allows listeners to suggest topics, guests, and hosts for future episodes. It caters to machine learning enthusiasts, individuals seeking a fresh perspective on favorite topics, and those interested in listening to voices from the past revived through AI technology.

Naro is an AI-powered sales knowledge platform that helps marketers identify trends and content gaps by analyzing sales conversations. It proactively suggests the right content to sellers, increases content utilization, and integrates conversations and content seamlessly. Naro also connects with existing tools to provide data-driven sales insights and improve content discoverability. With Naro, users can improve content efficacy, discover gaps and trends in sales interactions, automatically answer sales questions, and track content utilization by account and prospect.

Your Perfect Presents is an AI-powered gift ideas generator that helps users find unique and personalized gift suggestions for any occasion. By leveraging advanced algorithms and machine learning technology, the tool analyzes user preferences and recipient characteristics to provide tailored gift recommendations. With a user-friendly interface, users can easily navigate through a wide range of gift options, making the process of gift-giving hassle-free and enjoyable. Whether you're looking for a birthday present, anniversary gift, or holiday surprise, Your Perfect Presents is your go-to solution for thoughtful and creative gift ideas.

Hatchet is an AI companion designed to assist on-call engineers in incident response by providing intelligent insights and suggestions based on logs, communications channels, and code analysis. It helps save time and money by automating the triaging and investigation process during critical incidents. The tool is built by engineers with a focus on data security, offering self-hosted deployments, permissions, audit trails, SSO, and version control. Hatchet aims to streamline incident resolution for tier-1 services, enabling faster response and potential problem resolution.

WhatGPT is an AI assistant that integrates with WhatsApp, providing quick and concise answers to questions, suggesting quick replies, generating web links for further research, and offering 24/7 support. It is free to use, with a paid subscription option for additional features.

Medcol.io is a clinical AI assistant designed to support healthcare professionals in making informed decisions by providing evidence-based recommendations and insights. The platform leverages advanced algorithms and medical data analysis to assist in diagnosing diseases, suggesting treatment plans, and predicting patient outcomes. With a user-friendly interface and real-time updates, Medcol.io aims to streamline the clinical decision-making process and improve patient care.

Summer AI is an AI tool designed to help bloggers and website owners enhance their content by providing short summaries, context, and relevant product suggestions. It offers features such as creating summaries, suggesting products, providing detailed statistics on user behavior, and improving reading time speed. With Summer AI, users can easily connect with their audience, generate more leads, and improve the overall user experience on their websites.

Encounter AI is an automated ordering assistant designed specifically for restaurants and retail establishments. It aims to increase staff capacity and productivity by providing a robust voice solution to enhance the drive-thru experience. The AI technology enables operators to optimize existing resources, such as human capital or technology assets, to improve profitability. Encounter AI is 'kaizen' in nature, continuously learning through machine learning to stay updated on menu items and ordering preferences, ultimately enhancing the customer experience.

llama.vim is a plugin that provides local LLM-assisted text completion for Vim users. It offers features such as auto-suggest on cursor movement, manual suggestion toggling, suggestion acceptance with Tab and Shift+Tab, control over text generation time, context configuration, ring context with chunks from open and edited files, and performance stats display. The plugin requires a llama.cpp server instance to be running and supports FIM-compatible models. It aims to be simple, lightweight, and provide high-quality and performant local FIM completions even on consumer-grade hardware.

Lively Wallpaper is a tool that allows users to set animated desktop wallpapers, bringing their desktop to life. It supports various types of wallpapers including video/GIF, webpage, and application/games. Users can also use any wallpaper as a screensaver, control Lively with command line arguments, and leverage the Lively API for developers to create interactive wallpapers. The tool offers features such as minimal webpage renderer, hardware-accelerated video playback, and integration with Machine Learning inference for dynamic wallpapers. Lively is designed for Windows, is fully open-source and free, and supports Shadertoy.com URLs as wallpapers.

PowerInfer is a high-speed Large Language Model (LLM) inference engine designed for local deployment on consumer-grade hardware, leveraging activation locality to optimize efficiency. It features a locality-centric design, hybrid CPU/GPU utilization, easy integration with popular ReLU-sparse models, and support for various platforms. PowerInfer achieves high speed with lower resource demands and is flexible for easy deployment and compatibility with existing models like Falcon-40B, Llama2 family, ProSparse Llama2 family, and Bamboo-7B.

ChatDBG is an AI-based debugging assistant for C/C++/Python/Rust code that integrates large language models into a standard debugger (`pdb`, `lldb`, `gdb`, and `windbg`) to help debug your code. With ChatDBG, you can engage in a dialog with your debugger, asking open-ended questions about your program, like `why is x null?`. ChatDBG will _take the wheel_ and steer the debugger to answer your queries. ChatDBG can provide error diagnoses and suggest fixes. As far as we are aware, ChatDBG is the _first_ debugger to automatically perform root cause analysis and to provide suggested fixes.

The 'awesome-local-llms' repository is a curated list of open-source tools for local Large Language Model (LLM) inference, covering both proprietary and open weights LLMs. The repository categorizes these tools into LLM inference backend engines, LLM front end UIs, and all-in-one desktop applications. It collects GitHub repository metrics as proxies for popularity and active maintenance. Contributions are encouraged, and users can suggest additional open-source repositories through the Issues section or by running a provided script to update the README and make a pull request. The repository aims to provide a comprehensive resource for exploring and utilizing local LLM tools.

LEADS is a lightweight embedded assisted driving system designed to simplify the development of instrumentation, control, and analysis systems for racing cars. It is written in Python and C/C++ with impressive performance. The system is customizable and provides abstract layers for component rearrangement. It supports hardware components like Raspberry Pi and Arduino, and can adapt to various hardware types. LEADS offers a modular structure with a focus on flexibility and lightweight design. It includes robust safety features, modern GUI design with dark mode support, high performance on different platforms, and powerful ESC systems for traction control and braking. The system also supports real-time data sharing, live video streaming, and AI-enhanced data analysis for driver training. LEADS VeC Remote Analyst enables transparency between the driver and pit crew, allowing real-time data sharing and analysis. The system is designed to be user-friendly, adaptable, and efficient for racing car development.

RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with PostgreSQL or SQLite. It offers configurable options for choosing LLM providers, database types, and rerankers. The toolkit is fast and permissive, utilizing lightweight dependencies and hardware acceleration. RAGLite provides features like PDF to Markdown conversion, multi-vector chunk embedding, optimal semantic chunking, hybrid search capabilities, adaptive retrieval, and improved output quality. It is extensible with a built-in Model Context Protocol server, customizable ChatGPT-like frontend, document conversion to Markdown, and evaluation tools. Users can configure RAGLite for various tasks like configuring, inserting documents, running RAG pipelines, computing query adapters, evaluating performance, running MCP servers, and serving frontends.

AIOC is an All-in-one-Cable for Ham Radio enthusiasts, providing a cheap and hackable digital mode USB interface with features like sound-card, virtual tty, and CM108 compatible HID endpoint. It supports various software and tested radios for functions like programming, APRS, and Dual-PTT HTs. Users can fabricate and assemble the AIOC using specific instructions, and program it using STM32CubeIDE. The tool can be used for tasks like programming radios, asserting PTT, and accessing audio data channels. Future work includes configurable AIOC settings, virtual-PTT, and virtual-COS features.

aiohomekit is a Python library that implements the HomeKit protocol for controlling HomeKit accessories using asyncio. It is primarily used with Home Assistant, targeting the same versions of Python and following their code standards. The library is still under development and does not offer API guarantees yet. It aims to match the behavior of real HAP controllers, even when not strictly specified, and works around issues like JSON formatting, boolean encoding, header sensitivity, and TCP packet splitting. aiohomekit is primarily tested with Phillips Hue and Eve Extend bridges via Home Assistant, but is known to work with many more devices. It does not support BLE accessories and is intended for client-side use only.

PDEBench provides a diverse and comprehensive set of benchmarks for scientific machine learning, including challenging and realistic physical problems. The repository consists of code for generating datasets, uploading and downloading datasets, training and evaluating machine learning models as baselines. It features a wide range of PDEs, realistic and difficult problems, ready-to-use datasets with various conditions and parameters. PDEBench aims for extensibility and invites participation from the SciML community to improve and extend the benchmark.

WildBench is a tool designed for benchmarking Large Language Models (LLMs) with challenging tasks sourced from real users in the wild. It provides a platform for evaluating the performance of various models on a range of tasks. Users can easily add new models to the benchmark by following the provided guidelines. The tool supports models from Hugging Face and other APIs, allowing for comprehensive evaluation and comparison. WildBench facilitates running inference and evaluation scripts, enabling users to contribute to the benchmark and collaborate on improving model performance.

This repository contains the code for coding, pretraining, and finetuning a GPT-like LLM and is the official code repository for the book Build a Large Language Model (From Scratch). In _Build a Large Language Model (From Scratch)_, you'll discover how LLMs work from the inside out. In this book, I'll guide you step by step through creating your own LLM, explaining each stage with clear text, diagrams, and examples. The method described in this book for training and developing your own small-but-functional model for educational purposes mirrors the approach used in creating large-scale foundational models such as those behind ChatGPT.

Minic is a chess engine developed for learning about chess programming and modern C++. It is compatible with CECP and UCI protocols, making it usable in various software. Minic has evolved from a one-file code to a more classic C++ style, incorporating features like evaluation tuning, perft, tests, and more. It has integrated NNUE frameworks from Stockfish and Seer implementations to enhance its strength. Minic is currently ranked among the top engines with an Elo rating around 3400 at CCRL scale.

SageAttention is an official implementation of an accurate 8-bit attention mechanism for plug-and-play inference acceleration. It is optimized for RTX4090 and RTX3090 GPUs, providing performance improvements for specific GPU architectures. The tool offers a technique called 'smooth_k' to ensure accuracy in processing FP16/BF16 data. Users can easily replace 'scaled_dot_product_attention' with SageAttention for faster video processing.

RWKV is an RNN with Transformer-level LLM performance, which can also be directly trained like a GPT transformer (parallelizable). And it's 100% attention-free. You only need the hidden state at position t to compute the state at position t+1. You can use the "GPT" mode to quickly compute the hidden state for the "RNN" mode. So it's combining the best of RNN and transformer - **great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding** (using the final hidden state).

Lobe Chat is an open-source, modern-design ChatGPT/LLMs UI/Framework. Supports speech-synthesis, multi-modal, and extensible ([function call][docs-functionc-call]) plugin system. One-click **FREE** deployment of your private OpenAI ChatGPT/Claude/Gemini/Groq/Ollama chat application.

This repository provides a systematic and comprehensive review of efficient LLMs research. We organize the literature in a taxonomy consisting of three main categories, covering distinct yet interconnected efficient LLMs topics from **model-centric** , **data-centric** , and **framework-centric** perspective, respectively. We hope our survey and this GitHub repository can serve as valuable resources to help researchers and practitioners gain a systematic understanding of the research developments in efficient LLMs and inspire them to contribute to this important and exciting field.

Checks through Embedded System Datasheet and Suggest Source Codes

栄養を考慮した献立を提案します。 Suggest a menu with nutritional considerations.

Suggest STEM lesson ideas and lesson plans for specified age group and subject area. User Inputs: Age Group, Subject Area

I suggest trending hashtags for social media posts based on content and platform.

I suggest data science projects and give tips on request.

I suggest content based on your likes.

I suggest creative Lightroom settings inspired by movies.

I suggest sheep sketches!

I suggest weekend leisure activities based on your interests.

I suggest stores based on your budget and shopping needs.

I suggest online business opportunities based on trends and user interests.

I suggest and discuss fun summer activities

I suggest three SF Symbols for any given word.

I suggest hairstyles based on your selfie.

I suggest titles for texts.

I'll suggest drinking games for you and your friends to get a (un)forgettable night 🍻✨

I review system designs and suggest ideal architectures.

Analyzes menu photos to suggest items based on user preferences.

Analyzes fishing data to suggest plans based on trends.

I will suggest a fishing saying to help you with your feelings.（あなたの気持ちに寄り添って、釣りの格言を提案します。）