Best AI tools for< Debug Ai Model Behavior >

Stately is a visual logic builder that enables users to create complex logic diagrams and code in minutes. It provides a drag-and-drop editor that brings together contributors of all backgrounds, allowing them to collaborate on code, diagrams, documentation, and test generation in one place. Stately also integrates with AI to assist in each phase of the development process, from scaffolding behavior and suggesting variants to turning up edge cases and even writing code. Additionally, Stately offers bidirectional updates between code and visualization, allowing users to use the tools that make them most productive. It also provides integrations with popular frameworks such as React, Vue, and Svelte, and supports event-driven programming, state machines, statecharts, and the actor model for handling even the most complex logic in predictable, robust, and visual ways.

Portkey is a control panel for production AI applications that offers an AI Gateway, Prompts, Guardrails, and Observability Suite. It enables teams to ship reliable, cost-efficient, and fast apps by providing tools for prompt engineering, enforcing reliable LLM behavior, integrating with major agent frameworks, and building AI agents with access to real-world tools. Portkey also offers seamless AI integrations for smarter decisions, with features like managed hosting, smart caching, and edge compute layers to optimize app performance.

Galileo AI is a platform that offers automated evaluations for AI applications, bringing automation and insight to AI evaluations to ensure reliable and confident shipping. It helps in eliminating 80% of evaluation time by replacing manual reviews with high-accuracy metrics, enabling rapid iteration, achieving real-time protection, and providing end-to-end visibility into agent completions. Galileo also allows developers to take control of AI complexity, de-risk AI in production, and deploy AI applications flexibly across different environments. The platform is trusted by enterprises and loved by developers for its accuracy, low-latency, and ability to run on L4 GPUs.

Langtrace AI is an open-source observability tool powered by Scale3 Labs that helps monitor, evaluate, and improve LLM (Large Language Model) applications. It collects and analyzes traces and metrics to provide insights into the ML pipeline, ensuring security through SOC 2 Type II certification. Langtrace supports popular LLMs, frameworks, and vector databases, offering end-to-end observability and the ability to build and deploy AI applications with confidence.

Chat Blackbox is an AI tool that specializes in AI code generation, code chat, and code search. It provides a platform where users can interact with AI to generate code, discuss code-related topics, and search for specific code snippets. The tool leverages artificial intelligence algorithms to enhance the coding experience and streamline the development process. With Chat Blackbox, users can access a wide range of features to improve their coding skills and efficiency.

Microsoft Responsible AI Toolbox is a suite of tools designed to assess, develop, and deploy AI systems in a safe, trustworthy, and ethical manner. It offers integrated tools and functionalities to help operationalize Responsible AI in practice, enabling users to make user-facing decisions faster and easier. The Responsible AI Dashboard provides a customizable experience for model debugging, decision-making, and business actions. With a focus on responsible assessment, the toolbox aims to promote ethical AI practices and transparency in AI development.

Agenta.ai is a platform designed to provide prompt management, evaluation, and observability for LLM (Large Language Model) applications. It aims to address the challenges faced by AI development teams in managing prompts, collaborating effectively, and ensuring reliable product outcomes. By centralizing prompts, evaluations, and traces, Agenta.ai helps teams streamline their workflows and follow best practices in LLMOps. The platform offers features such as unified playground for prompt comparison, automated evaluation processes, human evaluation integration, observability tools for debugging AI systems, and collaborative workflows for PMs, experts, and developers.

Whybug is an AI tool designed to help developers debug their code by providing explanations for errors. By utilizing a large language model trained on data from StackExchange and other sources, Whybug can predict the causes of errors and suggest fixes. Users can simply paste an error message and receive detailed explanations on how to resolve the issue. The tool aims to streamline the debugging process and improve code quality.

ChatGPT 4 Online is an artificial intelligence-based chatbot powered by generative pre-trained transformer (GPT) technology. It responds with human-like natural conversation when you put text prompts or input in it. ChatGPT online version is a state-of-the-art AI language model that lets you enhance your productivity without spending a single penny. It is owned and developed by OpenAI, the artificial intelligence research laboratory, with the mission of advancing digital intelligence to benefit humanity.

Neptune is an MLOps stack component for experiment tracking. It allows users to track, compare, and share their models in one place. Neptune is used by scaling ML teams to skip days of debugging disorganized models, avoid long and messy model handovers, and start logging for free.

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.

Refact.ai is an open-source AI coding assistant that offers a range of features including code completion, refactoring, and chat. It supports various LLMs such as GPT-4 and Code LLama, allowing users to choose the model that best suits their needs. Refact understands the context of the codebase using a fill-in-the-middle technique, providing relevant suggestions. Users can opt for a self-hosted version or adjust privacy settings for the plugin.

Athina AI is a comprehensive platform designed to monitor, debug, analyze, and improve the performance of Large Language Models (LLMs) in production environments. It provides a suite of tools and features that enable users to detect and fix hallucinations, evaluate output quality, analyze usage patterns, and optimize prompt management. Athina AI supports integration with various LLMs and offers a range of evaluation metrics, including context relevancy, harmfulness, summarization accuracy, and custom evaluations. It also provides a self-hosted solution for complete privacy and control, a GraphQL API for programmatic access to logs and evaluations, and support for multiple users and teams. Athina AI's mission is to empower organizations to harness the full potential of LLMs by ensuring their reliability, accuracy, and alignment with business objectives.

Anywhere GPT is a web-based platform that allows users to access a large language model, similar to ChatGPT, without the need to install any software or create an account. The platform is designed to be simple and easy to use, with a focus on providing users with quick and accurate responses to their questions and requests.

Plumb is a no-code, node-based builder that empowers product, design, and engineering teams to create AI features together. It enables users to build, test, and deploy AI features with confidence, fostering collaboration across different disciplines. With Plumb, teams can ship prototypes directly to production, ensuring that the best prompts from the playground are the exact versions that go to production. It goes beyond automation, allowing users to build complex multi-tenant pipelines, transform data, and leverage validated JSON schema to create reliable, high-quality AI features that deliver real value to users. Plumb also makes it easy to compare prompt and model performance, enabling users to spot degradations, debug them, and ship fixes quickly. It is designed for SaaS teams, helping ambitious product teams collaborate to deliver state-of-the-art AI-powered experiences to their users at scale.

Gemini is an AI-powered chatbot that helps you brainstorm, write, and communicate more effectively. With Gemini, you can get help with a variety of tasks, including generating ideas, writing emails, and even debugging code. Gemini is designed to be easy to use and can be accessed from any device with an internet connection.

Confident AI is an AI evaluation and observability platform designed to help engineers, QA teams, and product leaders build reliable AI systems. It offers best-in-class evaluation metrics powered by DeepEval, real-time production alerts, and tools for tracing and monitoring AI performance. The platform aims to streamline dataset curation, metric alignment, and LLM testing automation, ultimately saving time, reducing costs, and ensuring continuous improvement of AI models.

MultipleChat is an innovative AI platform that integrates multiple AI models, such as ChatGPT, Claude, and Gemini, to provide users with real-time suggestions and corrections for content generation. It offers a seamless interface to chat with multiple AI models simultaneously, boosting productivity and creativity for various tasks like SEO, content marketing, market research, advertising, academia, and coding. MultipleChat is designed to empower users with the collective intelligence of three powerful AI models, enabling them to access diverse insights and optimize their workflows.

OpenCode is an open source AI coding agent that assists developers in writing code in various environments such as terminal, IDE, or desktop. It offers features like LSP integration, multi-session support, sharing links, GitHub Copilot integration, ChatGPT Plus/Pro login, and access to various AI models. With a strong focus on privacy, OpenCode does not store user code or context data. It is trusted by over 2.5 million developers monthly and provides reliable optimized models for coding agents through Zen.

Opulli is an AI Fashion Model Platform for Clothing Brands that provides a smart and cost-effective solution for fashion retailers to avoid expensive photoshoots. The platform allows users to effortlessly bring product photos to life with captivating AI generated models, offering personalized connection at scale and accelerating market resonance with swift A/B testing. Opulli empowers brands to craft model photos that resonate deeply with their audience, mirroring body shapes, skin tones, and styles, without the limitations of traditional photoshoots.

OpenInference is a set of conventions and plugins that complement OpenTelemetry to enable tracing of AI applications. It provides a way to capture and analyze the performance and behavior of AI models, including their interactions with other components of the application. OpenInference is designed to be language-agnostic and can be used with any OpenTelemetry-compatible backend. It includes a set of instrumentations for popular machine learning SDKs and frameworks, making it easy to add tracing to your AI applications.

Java & Python programming assistant for AI model inference.

I'm Back Propagation, here to help you understand and apply back propagation techniques to your AI models.

An AI GPT model designed to assist with Shell/Bash programming, providing real-time code suggestions, debugging tips, and script optimization for efficient command-line operations.

I'm a ML engineer who formats code.

解释大模型原理，指导技术新手实践

初学者向けにやさしくコード説明を行う

Expert in generating and debugging Neo4j code, with explanations on graph database principles.

AI and code optimization expert in Mojo

Paranoid AI coder with a knack for sentient AI and eerie humor.

Programmer specializing in Python, C, AI, and machine learning

Inspired by a TV character, lives on a farm, analytical and philosophical, with a 'DEBUG' mode.

Expert in diagnosing and fixing GPT issues.

资深AI研究者，专长于论文解读、技术解析及代码编写。

Unreal Engine アシスタント

Summarizes, explains, and guides through RL and Spinning Up.

Cybernetic development bot

Formador para la certificación de ML Engineer en GCP, con respuestas y explicaciones detalladas.

Your expert in libtorch and C++ programming.