AI Agents & Automation

Artian AI offers reliable autonomous AI agents and multi-agent solutions specifically designed for business-critical processes within the financial services industry. The platform enables enterprise teams to transform complex workflows into autonomous operations, ensuring human control and oversight. Artian AI is built to integrate with existing platforms and workflows, making it suitable for regulated enterprises like banks and insurers. Key applications include break remediation, payment integrity, compliance approvals, batch operations, and client operations. The system emphasizes reliability, governance with built-in data lineage and model risk management, and scalability across various functions and systems.

gpt-investor is an experimental investment analysis agent designed to offer comprehensive insights and recommendations for stocks within a specified industry. Utilizing the Claude 3 Opus and Haiku AI models, it automates the process of gathering critical financial information. The tool retrieves historical price data, balance sheets, financial statements, and news articles for companies. It performs sentiment analysis on news, collects analyst ratings and price targets, and conducts industry and sector analysis to understand market trends. Finally, gpt-investor generates comparative analyses and provides a final investment recommendation, including price targets, ranking companies based on their investment attractiveness. It requires an Anthropic API key to run.

gpt-llm-trainer offers an experimental pipeline to abstract away the complexities of training task-specific large language models. Users can simply input a description of their task, and the system will generate a dataset from scratch using Claude 3 or GPT-4, parse it into the correct format, and fine-tune a LLaMA 2 or GPT-3.5 model. Key features include automated dataset generation based on a provided use-case, system message generation for effective prompts, and automatic fine-tuning with training and validation splits. The tool is designed to make the process of going from an idea to a performant, fully-trained model as straightforward as possible, significantly reducing the manual effort typically involved in model training.

GPT Newspaper is an innovative autonomous agent designed to create personalized newspapers tailored to user preferences. It revolutionizes news consumption by leveraging the power of AI to curate, write, design, and edit content based on individual tastes and interests. The system consists of six specialized sub-agents: Search, Curator, Writer, Critique, Designer, Editor, and Publisher. These agents work together to find relevant news, filter it based on user preferences, craft engaging articles, design layouts, and construct the final newspaper. Users can set their interests and preferred topics, and the tool will deliver a visually appealing and personalized newspaper to their mailbox.

Mevo is an open-source chatbot builder designed to enable users to create custom chatbots without requiring any coding knowledge. The project has been made open-source, with its code, resources, and documentation available on GitHub. This allows users the freedom to host their own instance of Mevo and utilize it independently without limitations. While the current description mentions AI, customization, and analytics, the live website primarily emphasizes its open-source nature and the ability for users to self-host and use it freely.

Roadmap-To-Learn-Agentic-AI is an open-source GitHub repository offering a comprehensive guide to mastering agentic AI systems. It begins with foundational knowledge in Python programming and essential machine learning concepts, including Natural Language Processing (NLP) techniques like TFIDF and Word2vec. The roadmap then progresses to in-depth Deep Learning for NLP, transformer explanations, and extensive Generative AI tutorials with end-to-end projects. A significant portion is dedicated to Agentic AI tutorials, exploring various frameworks such as Langchain, LangGraph, Agno, Phidata, CrewAI, and Autogen. This resource is ideal for individuals looking to build a strong understanding and practical skills in the rapidly evolving field of agentic AI.

GPT-4-LLM is a GitHub repository dedicated to instruction tuning with GPT-4, offering valuable resources for researchers in the field of large language models (LLMs). The project provides several datasets generated by GPT-4, including 52K English instruction-following data based on Alpaca prompts, and a corresponding 52K Chinese dataset translated by ChatGPT. Additionally, it features comparison data where GPT-4 ranks responses from various models to train reward models, and answers on Unnatural Instructions data to quantify the performance gap between GPT-4 and instruction-tuned models. The repository also includes code for fine-tuning LLMs using the provided data, with a focus on LLaMA models, and tools to reproduce figure plots from their research paper. This resource is intended for research use only, with data licensed under CC BY NC 4.0 for non-commercial purposes.

gpt_jailbreak_status is an open-source repository dedicated to tracking and providing timely updates on the status of jailbreaking the OpenAI GPT language model. This resource is invaluable for developers, researchers, and security professionals interested in understanding the vulnerabilities and security landscape of large language models. The repository includes various files such as `gpt_jb.csv`, `gpt_jb.html`, and `gpt_jb.txt`, offering different formats for accessing the information. It also provides an online HTML version for easy access to the latest developments. The project encourages community collaboration and offers ways to support its ongoing work through donations.

Read Frog is an open-source, AI-powered browser extension designed to transform everyday web reading into an immersive language learning journey. It supports seamless switching between bilingual and translation-only modes, providing context-aware AI translation by extracting page titles and content summaries for enhanced accuracy. Users can select any text for instant translation, detailed explanations, or text-to-speech playback. The tool allows for custom translation prompts using dynamic tokens and optimizes API costs with intelligent batch requests. It connects to over 20 AI providers, including OpenAI, Claude, and Google Gemini, and offers free translation options like Google Translate. Additionally, Read Frog provides subtitle translation for YouTube videos and high-quality text-to-speech with 150+ voices across 80+ languages, making it a comprehensive solution for language learners.

DataVision Ptv Ltd specializes in providing high-quality and affordable data annotation and labeling services crucial for training AI and machine learning models. Their offerings include video annotation, image annotation, text annotation (NLP), audio annotation (transcription), and LiDAR annotation. They also provide data curation and sorting services to ensure data quality, usability, and accessibility. DataVision emphasizes a seamless annotation journey, starting with in-depth consultation, followed by a customized annotation process, and rigorous multi-layered quality assurance. They cater to various industries and are committed to empowering the AI lifecycle with human expertise, focusing on accuracy, scalability, and data security.

Xobot AI offers a comprehensive Collection Intelligence Platform designed to modernize and optimize debt collection operations. It utilizes autonomous AI to significantly improve liquidation rates and reduce recovery times, boasting 2X higher liquidation rates and 50% lower collection costs. The platform features live campaign intelligence, allowing real-time monitoring, analysis, and optimization of collection efforts through a comprehensive dashboard with AI-powered insights. Xobot supports an omnichannel strategy, syncing voice, SMS, email, and chat for seamless consumer interactions while ensuring compliance. It incorporates a proprietary Large Collection Model (LCM) trained on collection use cases to predict propensity and optimize strategies, alongside a complete automation suite for the entire collection journey. Built with a compliance-first architecture, Xobot adheres to federal and state regulations, offering real-time monitoring and automated documentation. Advanced analytics provide performance metrics, trend analysis, and actionable business intelligence. The platform also offers seamless integrations with existing CRM, telephony, SMS, and payment gateways via robust APIs.

Embedl provides a comprehensive platform for developing and deploying efficient Edge AI. It offers both on-premise and cloud solutions tailored for Edge AI developers, focusing on optimizing performance and reducing costs. The platform includes Embedl Hub, a secure MLOps solution for compliant edge AI workflows, and Embedl Models, which provides popular models optimized for specific edge hardware. Embedl Deploy facilitates Edge AI conversion, compilation, and quantization to get models running on hardware easily. It supports a wide range of hardware platforms including Xilinx FPGAs, Nvidia GPUs, Texas Instruments DSPs, ARM CPUs, NXP NPUs, and Intel CPUs, GPUs, and FPGAs, and is compatible with any inference engine. The Embedl Model Optimization SDK helps developers prune, quantize, and compress models, significantly reducing model size and speeding up inference times.

RoleLLM-public is a comprehensive framework designed to benchmark, elicit, and enhance the role-playing capabilities of Large Language Models (LLMs). It introduces RoleLLM, a four-stage process encompassing role profile construction, Context-Based Instruction Generation (Context-Instruct) for knowledge extraction, Role Prompting using GPT (RoleGPT) for style imitation, and Role-Conditioned Instruction Tuning (RoCIT) for fine-tuning open-source models. The framework includes RoleBench, a systematic and fine-grained character-level benchmark dataset with over 168,000 samples. RoCIT on RoleBench has led to the development of RoleLLaMA (English) and RoleGLM (Chinese), significantly improving role-playing performance to levels comparable with GPT-4.

Roo-Code is an AI-powered development tool that integrates directly into your code editor, offering a 'dev team' of AI agents. It enables developers to generate code from natural language descriptions, adapt to various tasks with specialized 'Modes' like Code, Architect, Ask, and Debug, and even create custom modes. The tool assists in refactoring and debugging existing code, writing and updating documentation, and answering questions about the codebase. It supports multiple languages and includes features like checkpoint navigation in chat for easier iteration. Roo-Code aims to automate repetitive tasks and enhance the development workflow for individual developers and teams.

gpt-author is an innovative project that leverages a chain of AI models, including GPT-4, Stable Diffusion, and Anthropic's Claude 3, to generate complete, original fantasy novels. Users initiate the process by providing an initial prompt and specifying the desired number of chapters. The AI then orchestrates the entire creative journey, from generating potential plots and selecting the most engaging one, to developing a detailed storyline, writing each chapter individually, and even designing cover art. The final output is an EPUB file, compatible with e-book readers. A significant advantage is its cost-effectiveness, with a 15-chapter novel potentially costing as little as $4 and being produced in just minutes. The project also offers a newer version utilizing Claude 3 for improved novel quality and simpler code.

honest_llama provides the code and resources for implementing Inference-Time Intervention (ITI), a technique designed to improve the truthfulness of large language models (LLMs). This repository demonstrates how to apply ITI and various baseline methods to models like LLaMA, Alpaca, and Vicuna. ITI works by shifting model activations during inference across specific attention heads, significantly boosting truthfulness on benchmarks like TruthfulQA. The tool offers pre-trained ITI baked-in models on HuggingFace and supports activation editing. It is computationally inexpensive and data-efficient, requiring only a few hundred examples to locate truthful directions, unlike methods that need extensive annotations. The project also highlights a tradeoff between truthfulness and helpfulness, allowing users to balance these aspects by tuning intervention strength. It includes evaluation workflows and integration with the pyvene library for streamlined intervention sharing.

The hallucination-leaderboard is a public resource that ranks Large Language Models (LLMs) based on their ability to summarize short documents without generating hallucinations. Utilizing Vectara's proprietary Hallucination Evaluation Model (HHEM), the leaderboard quantifies the hallucination rate, factual consistency rate, and answer rate for various LLMs. This tool is regularly updated to reflect advancements in both the evaluation model and the LLMs themselves, offering a dynamic benchmark for researchers and developers. It's particularly useful for understanding LLM reliability in summarization tasks, which is critical for applications like Retrieval Augmented Generation (RAG) and agentic systems. The methodology involves prompting LLMs to summarize documents using only provided facts, with a focus on factual consistency rather than general factual accuracy.

Sharpwiz Technologies offers comprehensive AI and digital transformation solutions, focusing on Vision AI and Generative AI. Their services range from AI/ML and data engineering to custom software development and cloud-native solutions. They help businesses unlock innovation through offerings like real-time video analytics, facial recognition, chatbots, and process automation. Sharpwiz also provides digital transformation services to connect devices, people, and processes, enhancing performance and customer satisfaction. They emphasize a customer-centric approach, excellence in delivery, and long-term relationships, aiming to be a leading global technology partner for industries.

Flaunt is an AI-powered E-commerce intelligence platform designed for Shopify and Klaviyo brands to accelerate data analysis and improve customer retention. It allows users to query data in plain English, providing fast, accurate insights on metrics like churn, lifetime value, and repeat purchase rates. Flaunt helps brands identify retention risks and opportunities, generate campaign briefs, build loyalty programs, and optimize subscription offers. The platform unifies data from the entire Shopify stack, including orders, campaigns, subscriptions, and tickets, to provide growth-focused insights. It also offers the ability to train the AI with custom terms, metrics, and audiences, ensuring tailored and accurate analysis.

Factiverse is an AI-powered platform designed to extract reliable real-time insights from text, video, and audio content, helping organizations make nuanced, informed decisions and mitigate risk. It offers solutions like Factiverse Web, Factiverse Live for rapid insights from broadcasts, and Factiverse API for integration. Key features include AI Editor for maintaining credibility, Live Fact-Checking for real-time claim verification, and FactiSearch, a comprehensive database of fact-checks. The tool is particularly useful for political reporters, broadcasters, and government agencies to monitor emerging narratives, analyze claims, and detect misinformation across 110+ languages.

spaCy is a powerful, open-source library for advanced Natural Language Processing (NLP) in Python and Cython. Designed for production use, it incorporates the latest research and provides pre-trained pipelines for over 70 languages, enabling tokenization and training. Key features include state-of-the-art speed, neural network models for tasks like tagging, parsing, named entity recognition, and text classification, as well as multi-task learning with transformers like BERT. It boasts a robust training system, easy model packaging, deployment, and workflow management, making it suitable for industrial-strength applications. spaCy is released under the MIT license, offering a comprehensive solution for developers and researchers working with NLP.

StoryToolkitAI is a powerful film editing tool designed to enhance efficiency by leveraging AI to understand and process footage. It offers comprehensive video indexing and search capabilities, along with free automatic transcriptions and English translations directly on your local machine. The tool integrates with various large language models, including OpenAI GPT-4, Llama, and DeepSeek, allowing users to chat with AI about their content, generate new ideas, and create stories. Key features include intuitive content search, a Story Editor for screenplays with export options (EDL/XML/Fountain), automatic speaker detection, and project file management. It also provides advanced integrations with DaVinci Resolve Studio 18+, enabling AI-powered timeline marker search and direct subtitle import. The tool is designed to work locally, ensuring data privacy, and offers both standalone and git versions for access to the latest features.

FakeYou is an AI-powered platform that enables users to generate realistic AI voices and videos. It utilizes deepfake technology to create custom audio clips by inputting text and selecting from an extensive library of voices, including those of celebrities and fictional characters. The tool also supports AI video generation, allowing users to bring their audio creations to life visually. FakeYou is designed for content creators, gamers, and influencers looking to add unique voiceovers or character voices to their projects without needing professional voice actors or complex recording setups. Its intuitive interface makes it accessible for various creative applications.

Handy.ai is a comprehensive no-code platform designed to streamline business operations through AI-driven process automation. It enables users to create AI agents for customer and employee engagement, offering features like an AI Assistant for multi-channel interactions (messaging, voice, video avatars) and an AI Workflow Generator for optimizing business processes. The platform includes a Support Desk for seamless user-employee engagement and Communication Campaigns for targeted outreach. Handy.ai supports customizable AI models, advanced process editing, and seamless integrations via API connectors. It also provides ready-to-go solutions for specific industries like hospitality, aiming to enhance efficiency and user experience.