Best AI tools for< Building Performance Engineer >
Infographic
20 - AI tool Sites

OpenResty
The website is currently displaying a '403 Forbidden' error message, which indicates that the server is refusing to respond to the request. This error is often caused by insufficient permissions or misconfiguration on the server side. The 'openresty' mentioned in the message is a web platform based on NGINX and LuaJIT, commonly used for building high-performance web applications. It is designed to handle a large number of concurrent connections and provide a scalable and efficient web server solution.

OpenResty
The website is currently displaying a '403 Forbidden' error, which indicates that the server is refusing to respond to the request. This error is often caused by insufficient permissions or misconfiguration on the server side. The 'openresty' mentioned in the error message is a web platform based on NGINX and LuaJIT, commonly used for building high-performance web applications. It is designed to handle a large number of concurrent connections and provide advanced features for web development.

OpenResty
The website is currently displaying a '403 Forbidden' error, which means that access to the requested resource is forbidden. This error is typically caused by insufficient permissions or misconfiguration on the server side. The 'openresty' mentioned in the error message refers to a web platform based on NGINX and LuaJIT, commonly used for building high-performance web applications. The website may be experiencing technical issues that need to be resolved by the website administrator.

OpenResty
The website is currently displaying a '403 Forbidden' error message, which indicates that the server understood the request but refuses to authorize it. This error is typically caused by insufficient permissions or misconfiguration on the server side. The 'openresty' mentioned in the message refers to a web platform based on NGINX and LuaJIT, often used for building high-performance web applications. It seems that the website is currently inaccessible due to server-side issues.

OpenResty
The website is currently displaying a '403 Forbidden' error, which indicates that the server understood the request but refuses to authorize it. This error is typically caused by insufficient permissions or misconfiguration on the server side. The 'openresty' mentioned in the error message refers to a web platform based on NGINX and Lua that is often used for building high-performance web applications. It is important to troubleshoot and resolve the underlying cause of the 403 Forbidden error to regain access to the desired content.

403 Forbidden
The website displays a '403 Forbidden' error message, indicating that access to the requested resource is forbidden. This error is typically caused by insufficient permissions or server misconfiguration. The 'openresty' mentioned in the text refers to a web platform based on NGINX and Lua that is often used for building high-performance web applications. The website may be experiencing technical issues that prevent users from accessing its content.

OpenResty
The website is currently displaying a '403 Forbidden' error, which means that access to the requested resource is forbidden. This error is typically caused by insufficient permissions or misconfiguration on the server side. The message 'openresty' suggests that the server is using the OpenResty web platform. OpenResty is a dynamic web platform based on NGINX and Lua that is commonly used for building high-performance web applications. It provides a powerful and flexible environment for developing and deploying web services.

403 Forbidden OpenResty
The website is currently displaying a '403 Forbidden' error message, which indicates that the server understood the request but refuses to authorize it. This error is often encountered when trying to access a webpage without proper permissions. The 'openresty' mentioned in the message refers to a web platform based on NGINX and LuaJIT, commonly used for building high-performance web applications. The website may be experiencing technical issues or undergoing maintenance.

OpenResty
The website is currently displaying a '403 Forbidden' error message, which indicates that the server is refusing to respond to the request. This error is typically caused by insufficient permissions or misconfiguration on the server side. The 'openresty' mentioned in the message is a web platform based on NGINX and LuaJIT, often used for building high-performance web applications. It is important to troubleshoot and resolve the server-side issues to restore access to the website.

OpenResty
The website is currently displaying a '403 Forbidden' error, which means that access to the requested resource is denied. This error is typically caused by insufficient permissions or server misconfiguration. The 'openresty' mentioned in the text refers to a web platform based on NGINX and LuaJIT, commonly used for building high-performance web applications. The website may be experiencing technical issues that prevent users from accessing its content.

OpenResty
The website is currently displaying a '403 Forbidden' error, which indicates that the server is refusing to respond to the request. This error message is typically shown when the server understands the request made by the client, but it is refusing to fulfill it. The 'openresty' mentioned in the text is a web platform based on NGINX and LuaJIT, which is often used for building high-performance web applications. In this context, it seems that the server running the website is using the OpenResty platform and is returning a 403 error in response to the request.

OpenResty
The website is currently displaying a '403 Forbidden' error message, which indicates that the server is refusing to respond to the request. This error is typically caused by insufficient permissions or misconfiguration on the server side. The 'openresty' mentioned in the message refers to a web platform based on NGINX and LuaJIT, commonly used for building high-performance web applications. The website may be experiencing technical issues that need to be resolved by the website administrator.

medium.engineering
medium.engineering is a website that focuses on verifying the security of user connections before allowing access to the site. It ensures that users are human by conducting a verification process that may take a few seconds. The site emphasizes the importance of enabling JavaScript and cookies for a seamless browsing experience. Powered by Cloudflare, medium.engineering prioritizes performance and security for its users.

Prompt Engineering
Prompt Engineering is a discipline focused on developing and optimizing prompts to efficiently utilize language models (LMs) for various applications and research topics. It involves skills to understand the capabilities and limitations of large language models, improving their performance on tasks like question answering and arithmetic reasoning. Prompt engineering is essential for designing robust prompting techniques that interact with LLMs and other tools, enhancing safety and building new capabilities by augmenting LLMs with domain knowledge and external tools.

BugFree.ai
BugFree.ai is an AI-powered platform designed to help users practice system design and behavior interviews, similar to Leetcode. The platform offers a range of features to assist users in preparing for technical interviews, including mock interviews, real-time feedback, and personalized study plans. With BugFree.ai, users can improve their problem-solving skills and gain confidence in tackling complex interview questions.

OpenResty
The website is currently displaying a '403 Forbidden' error, which means that access to the requested resource is denied. This error is typically caused by insufficient permissions or misconfiguration on the server side. The 'openresty' message indicates that the server is using the OpenResty web platform. OpenResty is a web platform based on NGINX and LuaJIT, commonly used for building dynamic web applications. It provides a powerful and flexible environment for web development.

Rapid API Marketplace
Rapid API Marketplace is a platform that offers a seamless connected experience for developers to build, use, and share APIs. It serves as a hub for both enterprise and public marketplaces, providing a wide range of resources, tools, and services to support API development and management. With a focus on telecommunications, insurance, travel, and hospitality industries, Rapid API Marketplace aims to connect businesses, partners, and developers to drive innovation and revenue growth through API ecosystems.

OpenResty
The website is currently displaying a '403 Forbidden' error message, which indicates that the server is refusing to respond to the request. This error is often caused by incorrect permissions on the server or a misconfiguration in the server settings. The 'openresty' mentioned in the message is a web platform based on NGINX and LuaJIT, known for its high performance and scalability in handling web traffic. It is commonly used for building dynamic web applications and APIs.

LogRocket
LogRocket is a session replay, product analytics, and issue detection platform that helps software teams deliver the best web and mobile experiences. With LogRocket, you can see exactly what users experienced on your app, as well as DOM playback, console and network logs, errors, and performance data. You can also surface the most impactful user issues with JavaScript errors, network errors, stack traces, automatic triaging, and alerting. LogRocket also provides product analytics to help you understand how users are interacting with your app, and UX analytics to help you visualize how users experience your app at both the individual and aggregate level.

Langtail
Langtail is a platform that helps developers build, test, and deploy AI-powered applications. It provides a suite of tools to help developers debug prompts, run tests, and monitor the performance of their AI models. Langtail also offers a community forum where developers can share tips and tricks, and get help from other users.
20 - Open Source Tools

AixLib
AixLib is a Modelica model library for building performance simulations developed at RWTH Aachen University, E.ON Energy Research Center, Institute for Energy Efficient Buildings and Indoor Climate (EBC) in Aachen, Germany. It contains models of HVAC systems as well as high and reduced order building models. The name AixLib is derived from the city's French name Aix-la-Chapelle, following a local tradition. The library is continuously improved and offers citable papers for reference. Contributions to the development can be made via Issues section or Pull Requests, following the workflow described in the Wiki. AixLib is released under a 3-clause BSD-license with acknowledgements to public funded projects and financial support by BMWi (German Federal Ministry for Economic Affairs and Energy).

llm-course
The LLM course is divided into three parts: 1. ๐งฉ **LLM Fundamentals** covers essential knowledge about mathematics, Python, and neural networks. 2. ๐งโ๐ฌ **The LLM Scientist** focuses on building the best possible LLMs using the latest techniques. 3. ๐ท **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: * ๐ค **HuggingChat Assistant**: Free version using Mixtral-8x7B. * ๐ค **ChatGPT Assistant**: Requires a premium account. ## ๐ Notebooks A list of notebooks and articles related to large language models. ### Tools | Notebook | Description | Notebook | |----------|-------------|----------| | ๐ง LLM AutoEval | Automatically evaluate your LLMs using RunPod |  | | ๐ฅฑ LazyMergekit | Easily merge models using MergeKit in one click. |  | | ๐ฆ LazyAxolotl | Fine-tune models in the cloud using Axolotl in one click. |  | | โก AutoQuant | Quantize LLMs in GGUF, GPTQ, EXL2, AWQ, and HQQ formats in one click. |  | | ๐ณ Model Family Tree | Visualize the family tree of merged models. |  | | ๐ ZeroSpace | Automatically create a Gradio chat interface using a free ZeroGPU. |  |

mlir-aie
This repository contains an MLIR-based toolchain for AI Engine-enabled devices, such as AMD Ryzenโข AI and Versalโข. This repository can be used to generate low-level configurations for the AI Engine portion of these devices. AI Engines are organized as a spatial array of tiles, where each tile contains AI Engine cores and/or memories. The spatial array is connected by stream switches that can be configured to route data between AI Engine tiles scheduled by their programmable Data Movement Accelerators (DMAs). This repository contains MLIR representations, with multiple levels of abstraction, to target AI Engine devices. This enables compilers and developers to program AI Engine cores, as well as describe data movements and array connectivity. A Python API is made available as a convenient interface for generating MLIR design descriptions. Backend code generation is also included, targeting the aie-rt library. This toolchain uses the AI Engine compiler tool which is part of the AMD Vitisโข software installation: these tools require a free license for use from the Product Licensing Site.

LLM-PowerHouse-A-Curated-Guide-for-Large-Language-Models-with-Custom-Training-and-Inferencing
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.

superlinked
Superlinked is a compute framework for information retrieval and feature engineering systems, focusing on converting complex data into vector embeddings for RAG, Search, RecSys, and Analytics stack integration. It enables custom model performance in machine learning with pre-trained model convenience. The tool allows users to build multimodal vectors, define weights at query time, and avoid postprocessing & rerank requirements. Users can explore the computational model through simple scripts and python notebooks, with a future release planned for production usage with built-in data infra and vector database integrations.

learn-modern-ai-python
This repository is part of the Certified Agentic & Robotic AI Engineer program, covering the first quarter of the course work. It focuses on Modern AI Python Programming, emphasizing static typing for robust and scalable AI development. The course includes modules on Python fundamentals, object-oriented programming, advanced Python concepts, AI-assisted Python programming, web application basics with Python, and the future of Python in AI. Upon completion, students will be able to write proficient Modern Python code, apply OOP principles, implement asynchronous programming, utilize AI-powered tools, develop basic web applications, and understand the future directions of Python in AI.

airlift
Airlift is a framework for building REST services in Java. It provides a simple, light-weight package that includes built-in support for configuration, metrics, logging, dependency injection, and more. Airlift allows you to focus on building production-quality web services quickly by leveraging stable, mature libraries from the Java ecosystem. It aims to streamline the development process without imposing a large, proprietary framework.

HighPerfLLMs2024
High Performance LLMs 2024 is a comprehensive course focused on building a high-performance Large Language Model (LLM) from scratch using Jax. The course covers various aspects such as training, inference, roofline analysis, compilation, sharding, profiling, and optimization techniques. Participants will gain a deep understanding of Jax and learn how to design high-performance computing systems that operate close to their physical limits.

llm-engineer-toolkit
The LLM Engineer Toolkit is a curated repository containing over 120 LLM libraries categorized for various tasks such as training, application development, inference, serving, data extraction, data generation, agents, evaluation, monitoring, prompts, structured outputs, safety, security, embedding models, and other miscellaneous tools. It includes libraries for fine-tuning LLMs, building applications powered by LLMs, serving LLM models, extracting data, generating synthetic data, creating AI agents, evaluating LLM applications, monitoring LLM performance, optimizing prompts, handling structured outputs, ensuring safety and security, embedding models, and more. The toolkit covers a wide range of tools and frameworks to streamline the development, deployment, and optimization of large language models.

cube
Cube is a semantic layer for building data applications, helping data engineers and application developers access data from modern data stores, organize it into consistent definitions, and deliver it to every application. It works with SQL-enabled data sources, providing sub-second latency and high concurrency for API requests. Cube addresses SQL code organization, performance, and access control issues in data applications, enabling efficient data modeling, access control, and performance optimizations for various tools like embedded analytics, dashboarding, reporting, and data notebooks.

reverse-engineering-assistant
ReVA (Reverse Engineering Assistant) is a project aimed at building a disassembler agnostic AI assistant for reverse engineering tasks. It utilizes a tool-driven approach, providing small tools to the user to empower them in completing complex tasks. The assistant is designed to accept various inputs, guide the user in correcting mistakes, and provide additional context to encourage exploration. Users can ask questions, perform tasks like decompilation, class diagram generation, variable renaming, and more. ReVA supports different language models for online and local inference, with easy configuration options. The workflow involves opening the RE tool and program, then starting a chat session to interact with the assistant. Installation includes setting up the Python component, running the chat tool, and configuring the Ghidra extension for seamless integration. ReVA aims to enhance the reverse engineering process by breaking down actions into small parts, including the user's thoughts in the output, and providing support for monitoring and adjusting prompts.

shards
Shards is a high-performance, multi-platform, type-safe programming language designed for visual development. It is a dataflow visual programming language that enables building full-fledged apps and games without traditional coding. Shards features automatic type checking, optimized shard implementations for high performance, and an intuitive visual workflow for beginners. The language allows seamless round-trip engineering between code and visual models, empowering users to create multi-platform apps easily. Shards also powers an upcoming AI-powered game creation system, enabling real-time collaboration and game development in a low to no-code environment.

SWELancer-Benchmark
SWE-Lancer is a benchmark repository containing datasets and code for the paper 'SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?'. It provides instructions for package management, building Docker images, configuring environment variables, and running evaluations. Users can use this tool to assess the performance of language models in real-world freelance software engineering tasks.

Prompt_Engineering
Prompt Engineering Techniques is a comprehensive repository for learning, building, and sharing prompt engineering techniques, from basic concepts to advanced strategies for leveraging large language models. It provides step-by-step tutorials, practical implementations, and a platform for showcasing innovative prompt engineering techniques. The repository covers fundamental concepts, core techniques, advanced strategies, optimization and refinement, specialized applications, and advanced applications in prompt engineering.

driverlessai-recipes
This repository contains custom recipes for H2O Driverless AI, which is an Automatic Machine Learning platform for the Enterprise. Custom recipes are Python code snippets that can be uploaded into Driverless AI at runtime to automate feature engineering, model building, visualization, and interpretability. Users can gain control over the optimization choices made by Driverless AI by providing their own custom recipes. The repository includes recipes for various tasks such as data manipulation, data preprocessing, feature selection, data augmentation, model building, scoring, and more. Best practices for creating and using recipes are also provided, including security considerations, performance tips, and safety measures.

foyle
Foyle is a project focused on building agents to assist software developers in deploying and operating software. It aims to improve agent performance by collecting human feedback on agent suggestions and human examples of reasoning traces. Foyle utilizes a literate environment using vscode notebooks to interact with infrastructure, capturing prompts, AI-provided answers, and user corrections. The goal is to continuously retrain AI to enhance performance. Additionally, Foyle emphasizes the importance of reasoning traces for training agents to work with internal systems, providing a self-documenting process for operations and troubleshooting.

Building-a-Small-LLM-from-Scratch
This tutorial provides a comprehensive guide on building a small Large Language Model (LLM) from scratch using PyTorch. The author shares insights and experiences gained from working on LLM projects in the industry, aiming to help beginners understand the fundamental components of LLMs and training fine-tuning codes. The tutorial covers topics such as model structure overview, attention modules, optimization techniques, normalization layers, tokenizers, pretraining, and fine-tuning with dialogue data. It also addresses specific industry-related challenges and explores cutting-edge model concepts like DeepSeek network structure, causal attention, dynamic-to-static tensor conversion for ONNX inference, and performance optimizations for NPU chips. The series emphasizes hands-on practice with small models to enable local execution and plans to expand into multimodal language models and tensor parallel multi-card deployment.

superpipe
Superpipe is a lightweight framework designed for building, evaluating, and optimizing data transformation and data extraction pipelines using LLMs. It allows users to easily combine their favorite LLM libraries with Superpipe's building blocks to create pipelines tailored to their unique data and use cases. The tool facilitates rapid prototyping, evaluation, and optimization of end-to-end pipelines for tasks such as classification and evaluation of job departments based on work history. Superpipe also provides functionalities for evaluating pipeline performance, optimizing parameters for cost, accuracy, and speed, and conducting grid searches to experiment with different models and prompts.

agno
Agno is a lightweight library for building multi-modal Agents. It is designed with core principles of simplicity, uncompromising performance, and agnosticism, allowing users to create blazing fast agents with minimal memory footprint. Agno supports any model, any provider, and any modality, making it a versatile container for AGI. Users can build agents with lightning-fast agent creation, model agnostic capabilities, native support for text, image, audio, and video inputs and outputs, memory management, knowledge stores, structured outputs, and real-time monitoring. The library enables users to create autonomous programs that use language models to solve problems, improve responses, and achieve tasks with varying levels of agency and autonomy.

evaluation-guidebook
The LLM Evaluation guidebook provides comprehensive guidance on evaluating language model performance, including different evaluation methods, designing evaluations, and practical tips. It caters to both beginners and advanced users, offering insights on model inference, tokenization, and troubleshooting. The guide covers automatic benchmarks, human evaluation, LLM-as-a-judge scenarios, troubleshooting practicalities, and general knowledge on LLM basics. It also includes planned articles on automated benchmarks, evaluation importance, task-building considerations, and model comparison challenges. The resource is enriched with recommended links and acknowledgments to contributors and inspirations.
20 - OpenAI Gpts

AEC AI GPT
If you're an AEC professional, I can help you find the best AI tool for your work.

ML Engineer GPT
I'm a Python and PyTorch expert with knowledge of ML infrastructure requirements ready to help you build and scale your ML projects.

Webflow Wizard
Expert advisor for building Webflow websites, guiding users through processes and resolving issues.

The Building Safety Act Bot (Beta)
Simplifying the BSA for your project. Created by www.arka.works

Australian Building Buddy
Building and Construction Information for Australia - no guarantee of this information, use at your own risk

Building Management
Insights on building management, property maintenance, and tenant services.

Team Building
Office Team Building fun: Innovative team-building app for engaging, collaborative office activities, fun and games.

Assembler, Metal Building Assistant
Hello I'm Assembler, Metal Building Assistant! What would you like help with today?

๐ฅSir Richard Branson - Brand Building Connoisseur
VIRGINTHINK-AI, a visionary strategist and brand alchemist. Specializing in disruptive innovation, I assist in crafting bold entrepreneurial strategies, enhancing brand identity, and navigating high-risk opportunities with a charismatic touch.๐ฏ๐กโ๏ธ