Best AI tools for< Optimize Deliveries >

Routify is an AI-powered route optimization solution designed to simplify journey planning for businesses. By leveraging advanced machine learning algorithms, it offers features like smart route planning, one-click optimization, AI-powered magic, real-time dynamic routing, multi-stop route planning, smart territory planning, and eco-smart routing. Routify helps businesses save time, reduce costs, and deliver exceptional service by creating efficient and optimized routes based on real-world factors like traffic patterns, time windows, and service durations. The platform is ideal for delivery drivers, sales representatives, field service teams, service technicians, and delivery fleets, enabling them to work smarter, not harder.

Kodus is an AI-powered tool designed for agile project management. It offers automated assistance to team leaders in analyzing team performance, identifying productivity opportunities, and providing improvement suggestions. The tool keeps teams updated on progress, automates management processes, and ensures the integrity of engineering and agility metrics. Kodus aims to help teams unlock their full potential by streamlining processes and enhancing productivity within 90 days.

Kerplunk is an AI-powered video interviewing tool designed to streamline the recruitment process. It leverages artificial intelligence to analyze candidate responses, body language, and facial expressions, providing valuable insights to recruiters. With Kerplunk, organizations can conduct remote interviews efficiently and make data-driven hiring decisions. The platform offers a user-friendly interface and customizable features to meet the unique needs of each organization.

MARZ is a technology and VFX company specializing in providing feature-film quality visual effects for TV productions. With a focus on innovation and leveraging proprietary AI solutions, MARZ aims to deliver outstanding VFX on fast timelines while remaining affordable for TV productions. The company has completed 128 projects in the first 4 years, received 2 VES nominations, 2 Emmy nominations, and has a team of 260 staff including engineers, researchers, and technology experts.

Survicate is a customer feedback platform designed for advanced digital businesses. It offers effortless surveys, no-guesswork metrics, integrations with everyday tools, and over 150 survey templates. The platform allows users to create surveys in seconds, analyze results without drowning in data, and measure and track experiences at all user touchpoints. Survicate helps in collecting contextual product feedback, optimizing user experience, and understanding target audiences. It also enables users to evaluate customer journeys, measure customer satisfaction, and close feedback loops. With AI integration and insights hub, Survicate provides superior insights delivered fast for businesses to make informed decisions.

The [24]7.ai website offers AI customer service platform products and solutions to enhance customer interactions and contact center operations. Powered by [24]7 Lumos AI, the platform provides tools for conversation automation, omnichannel contact center management, workforce engagement, campaign management, and conversation insights. It also offers services such as CX as a Service, managed customer engagement, analytics, professional services, and learning services. The platform aims to improve customer experience, reduce operating costs, and optimize marketing strategies through AI-powered automation and analytics.

AI Growth Guys is an AI consultancy website that offers innovative solutions to drive growth and efficiency for businesses. The website provides services ranging from AI strategy to implementation, catering to content creators, entrepreneurs, and small businesses. With a focus on leveraging AI technology, the platform aims to help users expand their business and increase their revenue through prompt engineering tips, email marketing strategies, and monetization techniques. The website is owned and operated by two actual humans, Andrew Best and Addison Best, who deliver real insights to help users navigate the age of AI and grow their online presence.

Forecast is an AI-powered resource and project management software that helps businesses optimize their resources, plan their projects, and manage their tasks more efficiently. It offers a range of features such as resource management, project management, financial management, artificial intelligence, business intelligence, and reporting, timesheets, and integrations. Forecast is trusted by businesses of all sizes, from small businesses to large enterprises, and has been recognized for its innovation and effectiveness by leading industry analysts.

PrimeOrbit is an AI-driven cloud cost optimization platform designed to empower operations and boost ROI for enterprises. The platform focuses on streamlining operations and simplifying cost management by delivering quality-centric solutions. It offers AI-driven optimization recommendations, automated cost allocation, and tailored FinOps for optimal efficiency and control. PrimeOrbit stands out by providing user-centric approach, superior AI recommendations, customization, and flexible enterprise workflow. It supports major cloud providers including AWS, Azure, and GCP, with full support for GCP and Kubernetes coming soon. The platform ensures complete cost allocation across cloud resources, empowering decision-makers to optimize cloud spending efficiently and effectively.

Adaptify is an automated SEO tool designed for agencies and businesses to streamline their SEO processes without manual labor. It offers features such as automated PR, link building, keyword strategy, content plans, and content creation with complete control. The tool helps users deliver SEO services efficiently and effectively, allowing them to focus on growing their business. Adaptify uses AI technology to provide personalized recommendations and deliver the full SEO package on autopilot.

Leela AI is a visual intelligence platform and analytics software designed to help manufacturing companies increase production capacity, reduce wasted time, improve workplace safety, and streamline operations. By leveraging AI technology, Leela AI turns standard cameras into powerful data feeds, enabling real-time monitoring, analysis, and optimization of manufacturing processes. The platform provides actionable insights to enhance performance, quality, and safety, ultimately leading to significant cost savings and operational improvements for manufacturing businesses.

Afiniti is a leading CX AI company that has been pioneering customer experience artificial intelligence since 2006. They deliver measurable business outcomes for some of the world's largest enterprises by leveraging AI, data, and cloud infrastructure to improve customer engagement productivity. Afiniti's eXperienceAI suite and Afiniti Inside services are designed to personalize customer experiences, drive better outcomes, and optimize interactions. Their mission is to remove skills or rules-based systems from the customer experience ecosystem, leading to predictive systems and increased customer value.

Quattr Inc is the ultimate AI-powered SEO platform designed to help businesses rank better, faster, and at scale. The platform offers a suite of AI tools and features to optimize content, enhance user experience, and improve discoverability. With Quattr, users can automate over 30 manual SEO tasks, receive AI-driven recommendations, and work with a dedicated SEO concierge to drive measurable results. The platform is built to think like a search engine, providing data-driven insights and actionable recommendations for improving SEO performance.

Vorto is a transformative supply chain automation platform that aims to revolutionize supply chain management for a sustainable future. By leveraging AI technology, Vorto optimizes supply chain operations, increases efficiency, reduces costs, and minimizes environmental impact. The platform offers predictive capabilities, automates decision-making processes, and enhances visibility and collaboration among buyers, suppliers, and logistics providers. Vorto is designed to address the challenges faced by modern supply chains, such as driver shortages, supply chain disruptions, and rising costs, by providing innovative solutions that drive growth and profitability.

Codimite is an AI-assisted offshore development services solution that specializes in Web2 to Web3 communication. They offer PWA solutions, cloud modernization, and a range of services to help organizations maximize opportunities with state-of-the-art technologies. With a dedicated team of engineers and project managers, Codimite ensures efficient project management and communication. Their unique culture, experienced team, and focus on performance empower clients to achieve success. Codimite also excels in development infrastructure modernization, collaboration, data, and artificial intelligence development. They have a strong partnership with Google Cloud and offer services such as application migration, cost optimization, and collaboration solutions.

SS&C Blue Prism is an intelligent automation platform that offers a comprehensive suite of tools for automating business processes. It leverages AI and machine learning to accelerate automation journeys, make human-like decisions, and extract data accurately from documents. The platform enables human and digital worker collaboration, accelerates straight-through processing, and integrates process automations rapidly. SS&C Blue Prism is designed to help organizations optimize operations, improve productivity, and enhance customer experiences through intelligent automation solutions.

Cloudinary is a cloud-based platform that provides image and video management, optimization, and delivery services. It offers a range of features including image and video storage, transformation, optimization, and delivery, as well as AI-powered features such as generative AI, machine learning, and content-aware AI. Cloudinary's platform is designed to help businesses improve the performance, engagement, and efficiency of their visual content.

Dynamic Yield is a personalization and experience optimization platform that helps businesses create personalized experiences for their customers across all digital channels. It uses AI and machine learning to algorithmically match content, products, and offers to each customer's preferences and anticipate future behavior. Dynamic Yield's Experience OS includes a suite of capabilities such as audience identification and segmentation, content personalization, product recommendations, A/B testing, and optimization. It integrates with a wide range of marketing and analytics tools and provides robust reporting and analytics to measure the impact of personalization efforts.

Beyond Limits is an industrial-grade, hybrid artificial intelligence company built for the most demanding sectors. Beyond traditional AI, Beyond Limits’ unique Hybrid AI technology combines numeric techniques like machine learning with knowledge-based reasoning to produce actionable intelligence.

Fathom5 is a company that specializes in the intersection of AI and industrial systems. They offer a range of products and services to help customers build more resilient, flexible, and efficient industrial systems. Fathom5's approach is unique in that they take a security-first approach to cyber-physical system design. This means that security is built into every stage of the development process, from ideation to engineering to testing to deployment. This approach has been proven to achieve higher system resiliency and faster regulatory compliance at a reduced cost.

A web application to explore the capabilities of Google Maps Platform Route Optimization (GMPRO) for solving vehicle routing problems. Users can interact with the GMPRO data model through forms, tables, and maps to construct scenarios, tune constraints, and visualize routes. The application is intended for exploration purposes only and should not be deployed in production. Users are responsible for billing related to cloud resources and API usage. It is important to understand the pricing models for Maps Platform and Route Optimization before using the application.

NanoFlow is a throughput-oriented high-performance serving framework for Large Language Models (LLMs) that consistently delivers superior throughput compared to other frameworks by utilizing key techniques such as intra-device parallelism, asynchronous CPU scheduling, and SSD offloading. The framework proposes nano-batching to schedule compute-, memory-, and network-bound operations for simultaneous execution, leading to increased resource utilization. NanoFlow also adopts an asynchronous control flow to optimize CPU overhead and eagerly offloads KV-Cache to SSDs for multi-round conversations. The open-source codebase integrates state-of-the-art kernel libraries and provides necessary scripts for environment setup and experiment reproduction.

KitchenAI is an open-source toolkit designed to simplify AI development by serving as an AI backend and LLMOps solution. It aims to empower developers to focus on delivering results without being bogged down by AI infrastructure complexities. With features like simplifying AI integration, providing an AI backend, and empowering developers, KitchenAI streamlines the process of turning AI experiments into production-ready APIs. It offers built-in LLMOps features, is framework-agnostic and extensible, and enables faster time-to-production. KitchenAI is suitable for application developers, AI developers & data scientists, and platform & infra engineers, allowing them to seamlessly integrate AI into apps, deploy custom AI techniques, and optimize AI services with a modular framework. The toolkit eliminates the need to build APIs and infrastructure from scratch, making it easier to deploy AI code as production-ready APIs in minutes. KitchenAI also provides observability, tracing, and evaluation tools, and offers a Docker-first deployment approach for scalability and confidence.

AutoRound is an advanced weight-only quantization algorithm for low-bits LLM inference. It competes impressively against recent methods without introducing any additional inference overhead. The method adopts sign gradient descent to fine-tune rounding values and minmax values of weights in just 200 steps, often significantly outperforming SignRound with the cost of more tuning time for quantization. AutoRound is tailored for a wide range of models and consistently delivers noticeable improvements.

APOLLO is a memory-efficient optimizer designed for large language model (LLM) pre-training and full-parameter fine-tuning. It offers SGD-like memory cost with AdamW-level performance. The optimizer integrates low-rank approximation and optimizer state redundancy reduction to achieve significant memory savings while maintaining or surpassing the performance of Adam(W). Key contributions include structured learning rate updates for LLM training, approximated channel-wise gradient scaling in a low-rank auxiliary space, and minimal-rank tensor-wise gradient scaling. APOLLO aims to optimize memory efficiency during training large language models.

Starwhale is an MLOps/LLMOps platform that brings efficiency and standardization to machine learning operations. It streamlines the model development lifecycle, enabling teams to optimize workflows around key areas like model building, evaluation, release, and fine-tuning. Starwhale abstracts Model, Runtime, and Dataset as first-class citizens, providing tailored capabilities for common workflow scenarios including Models Evaluation, Live Demo, and LLM Fine-tuning. It is an open-source platform designed for clarity and ease of use, empowering developers to build customized MLOps features tailored to their needs.

The Generative AI Application Builder on AWS (GAAB) is a solution that provides a web-based management dashboard for deploying customizable Generative AI (Gen AI) use cases. Users can experiment with and compare different combinations of Large Language Model (LLM) use cases, configure and optimize their use cases, and integrate them into their applications for production. The solution is targeted at novice to experienced users who want to experiment and productionize different Gen AI use cases. It uses LangChain open-source software to configure connections to Large Language Models (LLMs) for various use cases, with the ability to deploy chat use cases that allow querying over users' enterprise data in a chatbot-style User Interface (UI) and support custom end-user implementations through an API.

X-AnyLabeling is a robust annotation tool that seamlessly incorporates an AI inference engine alongside an array of sophisticated features. Tailored for practical applications, it is committed to delivering comprehensive, industrial-grade solutions for image data engineers. This tool excels in swiftly and automatically executing annotations across diverse and intricate tasks.

Kaytu is an AI platform that enhances cloud efficiency by analyzing historical usage data and providing intelligent recommendations for optimizing instance sizes. Users can pay for only what they need without compromising the performance of their applications. The platform is easy to use with a one-line command, allows customization for specific requirements, and ensures security by extracting metrics from the client side. Kaytu is open-source and supports AWS services, with plans to expand to GCP, Azure, GPU optimization, and observability data from Prometheus in the future.

Scalene is a high-performance CPU, GPU, and memory profiler for Python that provides detailed information and runs faster than many other profilers. It incorporates AI-powered proposed optimizations, allowing users to generate optimization suggestions by clicking on specific lines or regions of code. Scalene separates time spent in Python from native code, highlights hotspots, and identifies memory usage per line. It supports GPU profiling on NVIDIA-based systems and detects memory leaks. Users can generate reduced profiles, profile specific functions using decorators, and suspend/resume profiling for background processes. Scalene is available as a pip or conda package and works on various platforms. It offers features like profiling at the line level, memory trends, copy volume reporting, and leak detection.

Mooncake is a serving platform for Kimi, a leading LLM service provided by Moonshot AI. It features a KVCache-centric disaggregated architecture that separates prefill and decoding clusters, leveraging underutilized CPU, DRAM, and SSD resources of the GPU cluster. Mooncake's scheduler balances throughput and latency-related SLOs, with a prediction-based early rejection policy for highly overloaded scenarios. It excels in long-context scenarios, achieving up to a 525% increase in throughput while handling 75% more requests under real workloads.

Cosdata is a cutting-edge AI data platform designed to power the next generation search pipelines. It features immutability, version control, and excels in semantic search, structured knowledge graphs, hybrid search capabilities, real-time search at scale, and ML pipeline integration. The platform is customizable, scalable, efficient, enterprise-grade, easy to use, and can manage multi-modal data. It offers high performance, indexing, low latency, and high requests per second. Cosdata is designed to meet the demands of modern search applications, empowering businesses to harness the full potential of their data.

DevOpsGPT is an AI-driven software development automation solution that combines Large Language Models (LLM) with DevOps tools to convert natural language requirements into working software. It improves development efficiency by eliminating the need for tedious requirement documentation, shortens development cycles, reduces communication costs, and ensures high-quality deliverables. The Enterprise Edition offers features like existing project analysis, professional model selection, and support for more DevOps platforms. The tool automates requirement development, generates interface documentation, provides pseudocode based on existing projects, facilitates code refinement, enables continuous integration, and supports software version release. Users can run DevOpsGPT with source code or Docker, and the tool comes with limitations in precise documentation generation and understanding existing project code. The product roadmap includes accurate requirement decomposition, rapid import of development requirements, and integration of more software engineering and professional tools for efficient software development tasks under AI planning and execution.

Azure OpenAI demos is a repository showcasing various demos and use cases of Azure OpenAI services. It includes demos for tasks such as image comparisons, car damage copilot, video to checklist generation, automatic data visualization, text analytics, and more. The repository provides a wide range of examples on how to leverage Azure OpenAI for different applications and industries.

HybridAGI is the first Programmable LLM-based Autonomous Agent that lets you program its behavior using a **graph-based prompt programming** approach. This state-of-the-art feature allows the AGI to efficiently use any tool while controlling the long-term behavior of the agent. Become the _first Prompt Programmers in history_ ; be a part of the AI revolution one node at a time! **Disclaimer: We are currently in the process of upgrading the codebase to integrate DSPy**

AiTreasureBox is a versatile AI tool that provides a collection of pre-trained models and algorithms for various machine learning tasks. It simplifies the process of implementing AI solutions by offering ready-to-use components that can be easily integrated into projects. With AiTreasureBox, users can quickly prototype and deploy AI applications without the need for extensive knowledge in machine learning or deep learning. The tool covers a wide range of tasks such as image classification, text generation, sentiment analysis, object detection, and more. It is designed to be user-friendly and accessible to both beginners and experienced developers, making AI development more efficient and accessible to a wider audience.

This repository contains a hand-curated list of great machine (deep) learning resources for Natural Language Processing (NLP) with a focus on Generative Pre-trained Transformer (GPT), Bidirectional Encoder Representations from Transformers (BERT), attention mechanism, Transformer architectures/networks, Chatbot, and transfer learning in NLP.

The LLM course is divided into three parts: 1. 🧩 **LLM Fundamentals** covers essential knowledge about mathematics, Python, and neural networks. 2. 🧑‍🔬 **The LLM Scientist** focuses on building the best possible LLMs using the latest techniques. 3. 👷 **The LLM Engineer** focuses on creating LLM-based applications and deploying them. For an interactive version of this course, I created two **LLM assistants** that will answer questions and test your knowledge in a personalized way: * 🤗 **HuggingChat Assistant**: Free version using Mixtral-8x7B. * 🤖 **ChatGPT Assistant**: Requires a premium account. ## 📝 Notebooks A list of notebooks and articles related to large language models. ### Tools | Notebook | Description | Notebook | |----------|-------------|----------| | 🧐 LLM AutoEval | Automatically evaluate your LLMs using RunPod |  | | 🥱 LazyMergekit | Easily merge models using MergeKit in one click. |  | | 🦎 LazyAxolotl | Fine-tune models in the cloud using Axolotl in one click. |  | | ⚡ AutoQuant | Quantize LLMs in GGUF, GPTQ, EXL2, AWQ, and HQQ formats in one click. |  | | 🌳 Model Family Tree | Visualize the family tree of merged models. |  | | 🚀 ZeroSpace | Automatically create a Gradio chat interface using a free ZeroGPU. |  |

LLM-PowerHouse is a comprehensive and curated guide designed to empower developers, researchers, and enthusiasts to harness the true capabilities of Large Language Models (LLMs) and build intelligent applications that push the boundaries of natural language understanding. This GitHub repository provides in-depth articles, codebase mastery, LLM PlayLab, and resources for cost analysis and network visualization. It covers various aspects of LLMs, including NLP, models, training, evaluation metrics, open LLMs, and more. The repository also includes a collection of code examples and tutorials to help users build and deploy LLM-based applications.

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