Best AI tools for< Track Behavior >

riyo.ai is an AI toolkit designed to help website owners understand, analyze, and convert their website visitors into paying customers. The tool offers features such as heatmaps, session recordings, real-time engagement tools like live chat, and AI-powered personalized customer assistance. By leveraging data-driven insights, riyo.ai aims to enhance digital customer experiences, increase visitor engagement, and drive growth through lead generation. The tool also provides capabilities for website visitor tracking, identifying anonymous visitors, and streamlining the sales process. With a focus on elevating customer engagement and shaping the future of business growth, riyo.ai is a comprehensive solution for optimizing online interactions.

User.com is a marketing automation platform that helps businesses automate their marketing, sales, and customer support workflows. It offers a range of features, including a drag-and-drop automation builder, email marketing, live chat, and a CRM. User.com is designed to help businesses improve their customer engagement and conversion rates.

User.com is a marketing automation platform that offers a wide range of features to help businesses streamline their marketing, sales, and customer support processes. It provides tools for customer data management, CRM, mobile integration, segmentation, no-code automations, analytics, omnichannel experiences, email marketing, push notifications, and more. The platform aims to deliver personalized and engaging user experiences through automation and data-driven insights.

Plerdy is a comprehensive suite of conversion rate optimization tools that helps businesses track, analyze, and convert their website visitors into buyers. With a range of features including website heatmaps, session replay software, pop-up software, website feedback tools, and more, Plerdy provides businesses with the insights they need to improve their website's usability and conversion rates.

Usermaven is a simple yet powerful website and product analytics tool that offers accurate tracking, comprehensive suite of analytics tools, real-time insights, and AI-powered data analysis. It eliminates the need for coding, provides privacy-friendly analytics, and is trusted by leading brands and agencies. Usermaven empowers marketers and product professionals to gain in-depth insights, understand user behavior, optimize marketing and product strategies, and make data-driven decisions for business success.

Hotjar is a website heatmaps and behavior analytics tool that helps businesses understand how users interact with their websites. It provides a suite of tools to track user behavior, including heatmaps, recordings, surveys, and feedback. Hotjar is used by over 1,306,323 websites in 180+ countries.

Spottr is an advanced AI-powered video search tool that revolutionizes content navigation by enabling users to find specific moments in vast video archives within seconds. With sophisticated algorithms and natural language processing, Spottr offers context-aware search results and infinite video length handling capabilities. The application is ideal for various industries such as investigation, wildlife monitoring, video production, and more. Spottr eliminates the need for endless scrolling through footage, making it a valuable tool for both small businesses and large enterprises.

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.

Zeta Global is an AI-powered marketing cloud that helps businesses acquire, grow, and retain customers more efficiently. The Zeta Marketing Platform (ZMP) is a cloud-based system that provides tools for data management, messaging, activation, and more. ZMP is powered by proprietary data and AI, which enables businesses to create individualized experiences and drive outcomes throughout the customer lifecycle.

Growcado is an AI-powered marketing automation platform that helps businesses unify data and content to engage and personalize customer experiences for better results. The platform leverages advanced AI analysis to predict customer segments accurately, extract customer preferences, and deliver customized experiences with precision and ease. With features like AI-powered segmentation, personalization engine, dynamic segmentation, intelligent content management, and real-time analytics, Growcado empowers businesses to optimize their marketing strategies and enhance customer engagement. The platform also offers seamless integrations, scalable architecture, and no-code customization for easy deployment of personalized marketing assets across multiple channels.

SearchCandy is a Generative AI-powered search and analytics tool designed for e-commerce businesses. It helps businesses understand their customers better, boost conversions, and gain valuable insights. The platform offers easy integration with popular data integrations like Azure, Google Cloud, and AWS, as well as API clients such as Node.js, Python, and .NET. With SearchCandy, businesses can connect their data, test data retrieval using conversational prompts, easily integrate into their e-commerce store, track customer conversions, and benefit from affordable pricing.

Simpleem is an Artificial Emotional Intelligence (AEI) tool that helps users uncover intentions, predict success, and leverage behavior for successful interactions. By measuring all interactions and correlating them with concrete outcomes, Simpleem provides insights into verbal, para-verbal, and non-verbal cues to enhance customer relationships, track customer rapport, and assess team performance. The tool aims to identify win/lose patterns in behavior, guide users on boosting performance, and prevent burnout by promptly identifying red flags. Simpleem uses proprietary AI models to analyze real-world data and translate behavioral insights into concrete business metrics, achieving a high accuracy rate of 94% in success prediction.

RealEye is an online research platform that uses webcam eye-tracking to collect data on user behavior. It allows researchers to conduct studies on attention, emotions, and mouse/key tracking. RealEye is easy to use and does not require any special equipment or software. It is a valuable tool for researchers who want to gain insights into how users interact with websites and other online content.

Mailchimp is an email marketing and automation platform that uses AI to help businesses grow their revenue. It offers a variety of features, including email marketing, website creation, audience management, marketing automation, and reporting and analytics. Mailchimp is easy to use and affordable, making it a great option for businesses of all sizes.

Woebot Health is an AI-driven enterprise solution for mental health support, offering a digital companion that provides in-the-moment mental health support through interactive conversations and tools. The platform aims to increase access to mental health support, improve patient/member experience, and enhance business outcomes. Woebot Health utilizes rules-based conversations based on elements from Cognitive Behavioral Therapy (CBT), Interpersonal Psychotherapy (IPT), and Dialectical Behavioral Therapy (DBT), along with insights from clinical experts. It offers tools for emotional regulation, mood monitoring, and management, encouraging healthy lifestyle choices to help individuals cope with symptoms of anxiety and depression.

Parrot is a leading AI interview practice platform that helps users master their interview skills through AI-powered practice. It offers personalized feedback and in-depth analysis to elevate interview performance. With a focus on behavioral interviews, the platform provides a variety of questions and realistic scenarios to build confidence. Users can receive custom guidance tailored to their industry, fast-track their career growth with AI-driven feedback, and benefit from actionable strategies for success. Parrot aims to help users boost their confidence, stand out with relevant insights, and accelerate their career development.

Comigo is an AI-powered mental wellness and productivity support application designed to help individuals with ADHD manage their symptoms and improve their daily lives. The app combines therapy and productivity tools to provide practical, conversational support, long-term strategies, and skill-building activities. Comigo offers 24/7 access to advice and support, tailored to the unique needs of each user. With features such as task planning, focus mode, life planner, evidence-based exercises, and progress tracking, Comigo aims to support personal growth and mental wellbeing. The application is constantly available, affordable, and accessible to everyone with ADHD, offering a comprehensive solution for symptom management and self-regulation.

Motive is an all-in-one fleet management platform that provides businesses with a variety of tools to help them improve safety, efficiency, and profitability. Motive's platform includes features such as AI-powered dashcams, ELD compliance, GPS fleet tracking, equipment monitoring, and fleet card management. Motive's platform is used by over 120,000 companies, including small businesses and Fortune 500 enterprises.

Heal AI is an AI parenting companion tool designed to assist parents in various aspects of parenting. The tool provides personalized recommendations, tips, and resources to help parents navigate the challenges of raising children. With its AI-powered features, Heal AI aims to support parents in promoting their child's well-being and development.

Digimind is an intelligence software platform that provides solutions for brand reputation, competitive intelligence, consumer insights, influencer identification, trend tracking, and campaign analysis. It leverages Artificial Intelligence (AI) to collect and analyze billions of content pieces, offering real-time market intelligence and helping users fully understand consumer insights and market trends. The platform is trusted by global brands and agencies, offering easy-to-read, up-to-date analysis and reports. Digimind's AI Sense technology provides automated curation and recommended actions, delivering compelling reports instantly.

AirGuard is an anti-tracking protection app designed to protect Android users from being tracked by AirTags and other Find My devices. The app periodically scans the surroundings for potential tracking devices and notifies the user if being followed. Users can play a sound on AirTags, view tracked locations, and participate in a research study on privacy protection. AirGuard does not monetize through ads or in-app purchases and ensures all tracking detection and notifications happen locally on the user's device.

TheCodersGig is an AI-powered open-source social network platform for developers, facilitating seamless connection and collaboration. It features an integrated utility marketplace for creating plugins easily, automating backend development with scalable code. The user-friendly interface supports API integration, data models, databases, authentication, and authorization. The platform's architecture includes frontend, backend, AI services, database, marketplace, security, and DevOps layers, enabling customization and diverse integrations. Key components encompass technologies like React.js, Node.js, Python-based AI frameworks, SQL/NoSQL databases, payment gateways, security protocols, and DevOps tools for automation and scalability.

Voidpulse is an open-source Mixpanel alternative with AI capabilities. It is currently in private beta and being used in production for the Voidpet app. The project aims to provide analytics functionalities without the high cost associated with other tools. It is built using React, Typescript, Next.js on the frontend, and Node.js with TRPC & Drizzle ORM on the backend. Data is stored in Postgresql, Clickhouse is used for storing/querying events, Kafka for batch event insertion, and Redis for caching.

LangWatch is a monitoring and analytics platform designed to track, visualize, and analyze interactions with Large Language Models (LLMs). It offers real-time telemetry to optimize LLM cost and latency, a user-friendly interface for deep insights into LLM behavior, user analytics for engagement metrics, detailed debugging capabilities, and guardrails to monitor LLM outputs for issues like PII leaks and toxic language. The platform supports OpenAI and LangChain integrations, simplifying the process of tracing LLM calls and generating API keys for usage. LangWatch also provides documentation for easy integration and self-hosting options for interested users.

Beehave is a powerful addon for Godot Engine that enables users to create robust AI systems using behavior trees. It simplifies the design of complex NPC behaviors, challenging boss battles, and other advanced setups. Beehave allows for the creation of highly adaptive AI that responds to changes in the game world and overcomes unexpected obstacles, catering to both beginners and experienced developers. The tool is currently in development for version 3.0.

Here we will keep track of the AI Game Development Tools, including LLM, Agent, Code, Writer, Image, Texture, Shader, 3D Model, Animation, Video, Audio, Music, Singing Voice and Analytics. 🔥 * Tool (AI LLM) * Game (Agent) * Code * Framework * Writer * Image * Texture * Shader * 3D Model * Avatar * Animation * Video * Audio * Music * Singing Voice * Speech * Analytics * Video Tool

IKBT is a Python-based system for generating closed-form solutions to the manipulator inverse kinematics problem using behavior trees for action selection. Solutions are fully symbolic and are output as LaTex, Python, and C++. The tool automates closed-form kinematics solving by organizing solution algorithms in a behavior tree, incorporating frequently used knowledge, generating a dependency graph of joint variables, and providing features for automatic documentation and code generation. It is implemented in Python with minimal dependencies outside of the standard Python distribution.

Stately Agent is a library for building stateful, interactive agents using OpenAI's GPT-3 API. With Stately Agent, you can create agents that can remember past conversations, track state, and generate text that is both informative and engaging.

Council is an open-source platform designed for the rapid development and deployment of customized generative AI applications using teams of agents. It extends the LLM tool ecosystem by providing advanced control flow and scalable oversight for AI agents. Users can create sophisticated agents with predictable behavior by leveraging Council's powerful approach to control flow using Controllers, Filters, Evaluators, and Budgets. The framework allows for automated routing between agents, comparing, evaluating, and selecting the best results for a task. Council aims to facilitate packaging and deploying agents at scale on multiple platforms while enabling enterprise-grade monitoring and quality control.

Cursive is a universal and intuitive framework for interacting with LLMs. It is extensible, allowing users to hook into any part of a completion life cycle. Users can easily describe functions that LLMs can use with any supported model. Cursive aims to bridge capabilities between different models, providing a single interface for users to choose any model. It comes with built-in token usage and costs calculations, automatic retry, and model expanding features. Users can define and describe functions, generate Pydantic BaseModels, hook into completion life cycle, create embeddings, and configure retry and model expanding behavior. Cursive supports various models from OpenAI, Anthropic, OpenRouter, Cohere, and Replicate, with options to pass API keys for authentication.

EasyEdit is a Python package for edit Large Language Models (LLM) like `GPT-J`, `Llama`, `GPT-NEO`, `GPT2`, `T5`(support models from **1B** to **65B**), the objective of which is to alter the behavior of LLMs efficiently within a specific domain without negatively impacting performance across other inputs. It is designed to be easy to use and easy to extend.

**Description:** PromptFuzz is an automated tool that generates high-quality fuzz drivers for libraries via a fuzz loop constructed on mutating LLMs' prompts. The fuzz loop of PromptFuzz aims to guide the mutation of LLMs' prompts to generate programs that cover more reachable code and explore complex API interrelationships, which are effective for fuzzing. **Features:** * **Multiply LLM support** : Supports the general LLMs: Codex, Inocder, ChatGPT, and GPT4 (Currently tested on ChatGPT). * **Context-based Prompt** : Construct LLM prompts with the automatically extracted library context. * **Powerful Sanitization** : The program's syntax, semantics, behavior, and coverage are thoroughly analyzed to sanitize the problematic programs. * **Prioritized Mutation** : Prioritizes mutating the library API combinations within LLM's prompts to explore complex interrelationships, guided by code coverage. * **Fuzz Driver Exploitation** : Infers API constraints using statistics and extends fixed API arguments to receive random bytes from fuzzers. * **Fuzz engine integration** : Integrates with grey-box fuzz engine: LibFuzzer. **Benefits:** * **High branch coverage:** The fuzz drivers generated by PromptFuzz achieved a branch coverage of 40.12% on the tested libraries, which is 1.61x greater than _OSS-Fuzz_ and 1.67x greater than _Hopper_. * **Bug detection:** PromptFuzz detected 33 valid security bugs from 49 unique crashes. * **Wide range of bugs:** The fuzz drivers generated by PromptFuzz can detect a wide range of bugs, most of which are security bugs. * **Unique bugs:** PromptFuzz detects uniquely interesting bugs that other fuzzers may miss. **Usage:** 1. Build the library using the provided build scripts. 2. Export the LLM API KEY if using ChatGPT or GPT4. 3. Generate fuzz drivers using the `fuzzer` command. 4. Run the fuzz drivers using the `harness` command. 5. Deduplicate and analyze the reported crashes. **Future Works:** * **Custom LLMs suport:** Support custom LLMs. * **Close-source libraries:** Apply PromptFuzz to close-source libraries by fine tuning LLMs on private code corpus. * **Performance** : Reduce the huge time cost required in erroneous program elimination.

LangChain is an amazing framework to get LLM projects done in a matter of no time, and the ecosystem is growing fast. Here is an attempt to keep track of the initiatives around LangChain. Subscribe to the newsletter to stay informed about the Awesome LangChain. We send a couple of emails per month about the articles, videos, projects, and tools that grabbed our attention Contributions welcome. Add links through pull requests or create an issue to start a discussion. Please read the contribution guidelines before contributing.

Awesome-Attention-Heads is a platform providing the latest research on Attention Heads, focusing on enhancing understanding of Transformer structure for model interpretability. It explores attention mechanisms for behavior, inference, and analysis, alongside feed-forward networks for knowledge storage. The repository aims to support researchers studying LLM interpretability and hallucination by offering cutting-edge information on Attention Head Mining.

Tools4AI is a Java-based Agentic Framework for building AI agents to integrate with enterprise Java applications. It enables the conversion of natural language prompts into actionable behaviors, streamlining user interactions with complex systems. By leveraging AI capabilities, it enhances productivity and innovation across diverse applications. The framework allows for seamless integration of AI with various systems, such as customer service applications, to interpret user requests, trigger actions, and streamline workflows. Prompt prediction anticipates user actions based on input prompts, enhancing user experience by proactively suggesting relevant actions or services based on context.

AIO Launcher Scripts is a collection of Lua scripts that can be used with AIO Launcher to enhance its functionality. These scripts can be used to create widget scripts, search scripts, and side menu scripts. They provide various functions such as displaying text, buttons, progress bars, charts, and interacting with app widgets. The scripts can be used to customize the appearance and behavior of the launcher, add new features, and interact with external services.

The AI-Gateway repository explores the AI Gateway pattern through a series of experimental labs, focusing on Azure API Management for handling AI services APIs. The labs provide step-by-step instructions using Jupyter notebooks with Python scripts, Bicep files, and APIM policies. The goal is to accelerate experimentation of advanced use cases and pave the way for further innovation in the rapidly evolving field of AI. The repository also includes a Mock Server to mimic the behavior of the OpenAI API for testing and development purposes.

gpt-cli is a command-line interface tool for interacting with various chat language models like ChatGPT, Claude, and others. It supports model customization, usage tracking, keyboard shortcuts, multi-line input, markdown support, predefined messages, and multiple assistants. Users can easily switch between different assistants, define custom assistants, and configure model parameters and API keys in a YAML file for easy customization and management.

The Slack Bot is a tool designed to enhance the workflow of development teams by integrating with Jenkins, GitHub, GitLab, and Jira. It allows for custom commands, macros, crons, and project-specific commands to be implemented easily. Users can interact with the bot through Slack messages, execute commands, and monitor job progress. The bot supports features like starting and monitoring Jenkins jobs, tracking pull requests, querying Jira information, creating buttons for interactions, generating images with DALL-E, playing quiz games, checking weather, defining custom commands, and more. Configuration is managed via YAML files, allowing users to set up credentials for external services, define custom commands, schedule cron jobs, and configure VCS systems like Bitbucket for automated branch lookup in Jenkins triggers.

MisguidedAttention is a collection of prompts designed to challenge the reasoning abilities of large language models by presenting them with modified versions of well-known thought experiments, riddles, and paradoxes. The goal is to assess the logical deduction capabilities of these models and observe any shortcomings or fallacies in their responses. The repository includes a variety of prompts that test different aspects of reasoning, such as decision-making, probability assessment, and problem-solving. By analyzing how language models handle these challenges, researchers can gain insights into their reasoning processes and potential biases.

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