Best AI tools for< Optimize Agent Behavior >

Inworld is an AI framework designed for games and media, offering a production-ready framework for building AI agents with client-side logic and local model inference. It provides tools optimized for real-time data ingestion, low latency, and massive scale, enabling developers to create engaging and immersive experiences for users. Inworld allows for building custom AI agent pipelines, refining agent behavior and performance, and seamlessly transitioning from prototyping to production. With support for C++, Python, and game engines, Inworld aims to future-proof AI development by integrating 3rd-party components and foundational models to avoid vendor lock-in.

Respell is an advanced Agentic AI Workflow platform that offers automation for powerful workflows by leveraging cutting-edge AI models from various providers. It provides custom-built agents for research, phone calls, integrations, and more. Users can connect Respell with popular platforms like Gmail, Notion, Slack, Airtable, Salesforce, and more to analyze, understand, and act on data for smarter decision-making. The platform ensures enterprise security with SOC II compliance and offers a human-in-the-loop feature for running Spells, embedding them into dashboards, scheduling runs, or calling them via API. Respell is designed to help teams move faster, make fewer mistakes, and optimize operational workflows for enhanced efficiency.

PropTexx is an AI-powered solution that transforms real estate listings into interactive, personalized experiences for homebuyers. It offers features such as AI-powered widget, virtual staging, interior design APIs, and listing optimization tools with API access. PropTexx aims to increase user engagement, drive higher conversion rates, differentiate offerings in a competitive market, and improve outcomes for real estate professionals worldwide.

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.

NICE is a leading Customer Experience (CX) AI Platform offering a range of AI-driven solutions for businesses to enhance customer experiences, optimize workforce engagement, and improve operational efficiency. The platform provides AI companions for contact center employees, AI-driven customer self-service, AI tools for CX leaders, and actionable insights through CX analytics. NICE also offers solutions tailored for various industries such as healthcare, retail, financial services, insurance, telecom, travel, and hospitality. With a focus on transforming experiences with AI, NICE helps businesses identify behaviors that drive frictionless customer experiences, boost customer loyalty, empower agents, and drive digital transformation.

Elephant.ai is an AI-powered sales assistant designed to enhance website performance by providing personalized support to visitors. The tool utilizes advanced algorithms to analyze user behavior and preferences, offering tailored recommendations and assistance in real-time. With Elephant.ai, businesses can improve customer engagement, increase sales conversions, and optimize their online presence. The platform is user-friendly and seamlessly integrates with existing websites, making it a valuable asset for e-commerce and service-based businesses looking to enhance their online customer experience.

Prosodica is a contact center analytics platform that uses AI and machine learning to analyze conversational speech behaviors and non-verbal measures to provide a human-like perspective of conversational quality. It helps businesses optimize operations, improve agent performance, and increase customer loyalty.

Scandilytics AI is an AI-driven tool designed for data analysis and reporting in the eCommerce sector. It offers automated insights and clear, actionable reports by translating complex data into understandable information. The platform consists of three AI solutions: Data Analyst AI, Business Analyst AI, and Marketing Agent AI. Scandilytics AI empowers global brands by providing smarter analytics at a lower cost, saving time, and delivering efficient data analysis. It ensures data security compliance and helps businesses optimize key performance indicators, understand customer behavior, and improve marketing strategies.

Beebzi.AI is an all-in-one AI content creation platform that offers a wide array of tools for generating various types of content such as articles, blogs, emails, images, voiceovers, and more. The platform utilizes advanced AI technology and behavioral science to empower businesses and individuals in their marketing and sales endeavors. With features like AI Article Wizard, AI Room Designer, AI Landing Page Generator, and AI Code Generation, Beebzi.AI revolutionizes content creation by providing customizable templates, multiple language support, and real-time data insights. The platform also offers various subscription plans tailored for individual entrepreneurs, teams, and businesses, with flexible pricing models based on word count allocations. Beebzi.AI aims to streamline content creation processes, enhance productivity, and drive organic traffic through SEO-optimized content.

Qualint is an AI-driven platform revolutionizing call center quality assurance. It empowers call centers with superior analytics, comprehensive call analysis, and streamlined operations. The platform provides real-time insights, tailored quality standards, and enhances collaboration to ensure every customer interaction is understood. Qualint offers core features such as real-time call uploads & analysis, efficiency improvement, information accessibility, and team communication. With different pricing plans, Qualint caters to call centers of all sizes, from small to large, helping them optimize agent performance, navigate regulatory challenges, and elevate customer service.

Cognigy is an AI-powered customer service platform that offers generative and conversational AI agents to transform customer engagement. The platform provides pre-trained AI agents for phone, voice chat, and messaging, along with agent assist solutions for sales and marketing. Cognigy.AI elevates contact centers across various industries by offering enterprise-grade capabilities such as low-code automation, voice connectivity, generative AI for CX transformation, AI-based semantic search, and knowledge management. The platform also supports multilingual customer journeys, live agent workspace, omnichannel reporting, and analytics.

Social Media Marketing Agent is a web application that creates AI social media marketing agents to automate tasks on social platforms. It helps users create content plans, generate ideas, write content, track performance, and optimize content. The application is designed to be an autonomous AI agent that runs tasks on its own, giving users more time to focus on strategy and engagement.

Vocera is an AI voice agent testing tool that allows users to test and monitor voice AI agents efficiently. It enables users to launch voice agents in minutes, ensuring a seamless conversational experience. With features like testing against AI-generated datasets, simulating scenarios, and monitoring AI performance, Vocera helps in evaluating and improving voice agent interactions. The tool provides real-time insights, detailed logs, and trend analysis for optimal performance, along with instant notifications for errors and failures. Vocera is designed to work for everyone, offering an intuitive dashboard and data-driven decision-making for continuous improvement.

Chatsimple's Agent Builder Platform is an AI-powered tool that allows users to create and customize chatbots for various purposes. The platform offers a user-friendly interface with drag-and-drop functionality, making it easy for users to design conversational agents without any coding knowledge. With advanced natural language processing capabilities, the chatbots built on this platform can engage with users in a human-like manner, providing personalized responses and assistance. Chatsimple's Agent Builder Platform is suitable for businesses looking to enhance customer support, automate repetitive tasks, and improve overall user experience.

OneSky Localization Agent (OLA) is an AI-powered platform designed to streamline the localization process for mobile apps, games, websites, and software products. OLA leverages multiple Large Language Models (LLMs) and a collaborative translation approach by a team of AI agents to deliver high-quality, accurate translations. It offers post-editing solutions, real-time progress tracking, and seamless integration into development workflows. With a focus on precision-engineered AI translations and human touch, OLA aims to provide a smarter way for global growth through efficient localization.

Bibit AI is a real estate marketing AI designed to enhance the efficiency and effectiveness of real estate marketing and sales. It can help create listings, descriptions, and property content, and offers a host of other features. Bibit AI is the world's first AI for Real Estate. We are transforming the real estate industry by boosting efficiency and simplifying tasks like listing creation and content generation.

Nest AI is an autonomous DeFAI agent that utilizes artificial intelligence to provide advanced financial services. The platform offers automated investment strategies, portfolio management, and personalized financial advice to help users optimize their financial decisions. With cutting-edge AI algorithms, Nest AI aims to revolutionize the way individuals manage their finances by offering intelligent and data-driven solutions.

Hamming is an AI tool designed to help automate voice agent testing and optimization. It offers features such as prompt optimization, automated voice testing, monitoring, and more. The platform allows users to test AI voice agents against simulated users, create optimized prompts, actively monitor AI app usage, and simulate customer calls to identify system gaps. Hamming is trusted by AI-forward enterprises and is built for inbound and outbound agents, including AI appointment scheduling, AI drive-through, AI customer support, AI phone follow-ups, AI personal assistant, and AI coaching and tutoring.

Salieri is a multi-agent LLM home multiverse platform that offers an efficient, trustworthy, and automated AI workflow. The innovative Multiverse Factory allows developers to elevate their projects by generating personalized AI applications through an intuitive interface. The platform aims to optimize user queries via LLM API calls, reduce expenses, and enhance the cognitive functions of AI agents. Salieri's team comprises experts from top AI institutes like MIT and Google, focusing on generative AI, neural knowledge graph, and composite AI models.

Wine-ly is an AI sales agent application that helps businesses expand their sales funnel and streamline expenses. It specializes in Sales Development Representatives (SDR) expertise to connect businesses with pre-qualified leads actively interested in their offerings. The application automates lead generation, booking optimization, and outbound marketing efforts, ensuring cost-effective meeting bookings and personalized follow-up sequences.

TapeAgents is a framework that leverages a structured, replayable log of the agent session to facilitate all stages of the LLM Agent development lifecycle. The agent reasons by processing the tape and the LLM output to produce new thoughts, actions, control flow steps, and append them to the tape. Key features include building agents as low-level state machines or high-level multi-agent team configurations, debugging agents with TapeAgent studio or TapeBrowser apps, serving agents with response streaming, and optimizing agent configurations using successful tapes. The Tape-centric design of TapeAgents provides ultimate flexibility in project development, allowing access to tapes for making prompts, generating next steps, and controlling agent behavior.

OpenManus-RL is an open-source initiative focused on enhancing reasoning and decision-making capabilities of large language models (LLMs) through advanced reinforcement learning (RL)-based agent tuning. The project explores novel algorithmic structures, diverse reasoning paradigms, sophisticated reward strategies, and extensive benchmark environments. It aims to push the boundaries of agent reasoning and tool integration by integrating insights from leading RL tuning frameworks and continuously updating progress in a dynamic, live-streaming fashion.

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**

The OpenAI Agents SDK is a lightweight framework for building multi-agent workflows. It includes concepts like Agents, Handoffs, Guardrails, and Tracing to facilitate the creation and management of agents. The SDK is compatible with any model providers supporting the OpenAI Chat Completions API format. It offers flexibility in modeling various LLM workflows and provides automatic tracing for easy tracking and debugging of agent behavior. The SDK is designed for developers to create deterministic flows, iterative loops, and more complex workflows.

CrewAI is a cutting-edge framework designed to orchestrate role-playing autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks. It enables AI agents to assume roles, share goals, and operate in a cohesive unit, much like a well-oiled crew. Whether you're building a smart assistant platform, an automated customer service ensemble, or a multi-agent research team, CrewAI provides the backbone for sophisticated multi-agent interactions. With features like role-based agent design, autonomous inter-agent delegation, flexible task management, and support for various LLMs, CrewAI offers a dynamic and adaptable solution for both development and production workflows.

Swarms provides simple, reliable, and agile tools to create your own Swarm tailored to your specific needs. Currently, Swarms is being used in production by RBC, John Deere, and many AI startups.

Biosphere3 is an Open-Ended Agent Evolution Arena and a large-scale multi-agent social simulation experiment. It simulates real-world societies and evolutionary processes within a digital sandbox. The platform aims to optimize architectures for general sovereign AI agents, explore the coexistence of digital lifeforms and humans, and educate the public on intelligent agents and AI technology. Biosphere3 is designed as a Citizen Science Game to engage more intelligent agents and human participants. It offers a dynamic sandbox for agent evaluation, collaborative research, and exploration of human-agent coexistence. The ultimate goal is to establish Digital Lifeform, advancing digital sovereignty and laying the foundation for harmonious coexistence between humans and AI.

CAMEL is an open-source library designed for the study of autonomous and communicative agents. We believe that studying these agents on a large scale offers valuable insights into their behaviors, capabilities, and potential risks. To facilitate research in this field, we implement and support various types of agents, tasks, prompts, models, and simulated environments.

Awesome-LLM-in-Social-Science is a repository that compiles papers evaluating Large Language Models (LLMs) from a social science perspective. It includes papers on evaluating, aligning, and simulating LLMs, as well as enhancing tools in social science research. The repository categorizes papers based on their focus on attitudes, opinions, values, personality, morality, and more. It aims to contribute to discussions on the potential and challenges of using LLMs in social science research.

A curated list of Generative AI projects, tools, artworks, and models

BeeAI Framework is a versatile tool for building production-ready multi-agent systems. It offers flexibility in orchestrating agents, seamless integration with various models and tools, and production-grade controls for scaling. The framework supports Python and TypeScript libraries, enabling users to implement simple to complex multi-agent patterns, connect with AI services, and optimize token usage and resource management.

ControlFlow is a Python framework designed for building agentic AI workflows. It provides a structured approach for defining tasks, assigning specialized AI agents, and orchestrating complex behaviors. By balancing AI autonomy with precise oversight, users can create sophisticated AI-powered applications with confidence. ControlFlow offers a task-centric architecture, structured results with type-safe outputs, specialized agents for efficient problem-solving, ecosystem integration with LangChain models, flexible control over workflows, multi-agent orchestration, and native observability and debugging capabilities.

AgentNeo is an advanced, open-source Agentic AI Application Observability, Monitoring, and Evaluation Framework designed to provide deep insights into AI agents, Large Language Model (LLM) calls, and tool interactions. It offers robust logging, visualization, and evaluation capabilities to help debug and optimize AI applications with ease. With features like tracing LLM calls, monitoring agents and tools, tracking interactions, detailed metrics collection, flexible data storage, simple instrumentation, interactive dashboard, project management, execution graph visualization, and evaluation tools, AgentNeo empowers users to build efficient, cost-effective, and high-quality AI-driven solutions.

UFO is a UI-focused dual-agent framework to fulfill user requests on Windows OS by seamlessly navigating and operating within individual or spanning multiple applications.

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This GPT generates the best possible LLM-agents for your system prompts. You can also specify the model size, like 3B, 33B, 70B, etc.

Prompt Engineer automatically enhances the prompt, autonomously reasons based on that prompt, and generates exceptional responses.

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An interactive assistant for the Hierarchical Autonomous Agent Swarm

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