What is Amazon Bedrock AgentCore? Amazon Bedrock AgentCore enables you to deploy and operate highly capable AI agents securely, at scale. It offers infrastructure purpose-built for dynamic agent workloads, powerful tools to enhance agents, and essential controls for real-world deployment. AgentCore services can be used together or independently and work with any framework including CrewAI, LangGraph, LlamaIndex, and Strands Agents, as well as any foundation model in or outside of Amazon Bedrock, giving you ultimate flexibility. AgentCore eliminates the undifferentiated heavy lifting of building specialized agent infrastructure, so you can accelerate agents to production. https://aws.amazon.com/bedrock/agentcore/ #AmazonBedrockAgentCore #AgentCore #AWS #AIagents #AI #LLMs #CrewAI #LangGraph #LlamaIndex #StrandsAgents #FoundationModels #AIinfrastructure #AgentOrchestration #AIdeployment #ServerlessAI #AutoGen #MLOps

PLINY THE PROMPTER Discusses various advancements in the field of autonomous red teaming, specifically focusing on jailbreak techniques for language models. It highlights the contributions of a prominent figure, Pliny the Prompter, in developing effective jailbreak prompts and attack strategies. Additionally, it addresses ongoing research aimed at enhancing defenses against these vulnerabilities, emphasizing the importance of understanding and mitigating jailbreak risks through comprehensive studies and innovative methodologies. Key Points The document introduces "AutoRedTeamer," emphasizing its capacity for lifelong attack integration in red teaming. "Pliny the Prompter" is credited with devising a highly effective jailbreak prompt that deepens the understanding of language model vulnerabilities. The L1B3RT4S project demonstrates manual attack methods using leetspeak encoding, contributing to broader jailbreak techniques. Current research on bijection learning attacks presents competitive alternatives to established jailbreak methods pioneered by Pliny. The "DeepSeek-R1" project illustrates how behavior modification can be tailored through mixtures of tunable experts, drawing on existing jailbreak strategies. Research on constitutional classifiers is focused on defending against universal jailbreaks by leveraging insights from extensive red teaming exercises. The RoboPAIR platform investigates jailbreaking within LLM-controlled robotic systems, expanding the application of prompt-based attacks beyond traditional language models. https://pliny.gg/ #PlinyThePrompter #AutoRedTeamer #L1B3RT4S #DeepSeekR1 #RoboPAIR #JailbreakLLM #AISecurity #RedTeaming #PromptEngineering #LanguageModels #LLMVulnerability #AIJailbreak #ConstitutionalAI #AdversarialAI #BijectionLearning #AISafety #LLMSecurity #AIResearch

Andrej Karpathy discusses the evolution of software, introducing Software 1.0, 2.0, and 3.0, highlighting the rise of large language models (LLMs) as a new programming paradigm. He emphasizes the importance of adapting to these changes, exploring the potential of LLMs in various applications, and the need for a collaborative approach between humans and AI. https://youtu.be/LCEmiRjPEtQ?si=KlGcFZYTI9HeL1ho #Software1.0 #Software2.0 #Software3.0 #AndrejKarpathy #LLMs #LargeLanguageModels #AIProgramming #ArtificialIntelligence #MachineLearning #NeuralNetworks #DeepLearning #AICoding #AICollaboration #ProgrammingParadigm #Codegen

Apple is reportedly considering acquiring Perplexity AI, a deal potentially valued around $14 billion. This move signifies Apple's interest in building advanced AI capabilities, potentially including a chatbot, and marks a significant step in its AI strategy. Discussions have been held internally regarding this acquisition. The acquisition would allow Apple to build what could become the world's first comprehensive AI. #PerplexityAI #Apple #AIacquisition #Chatbot #ArtificialIntelligence #AIstrategy #BigTech #AIMerger #DeepLearning #MachineLearning #GenerativeAI #LLMs #SearchEngine #AIresearch #Siri #Bard #ChatGPT #Gemini https://techfundingnews.com/apple-considering-14b-perplexity-acquisition/

Check this Repo out ! Shubham Saboo's GitHub repository hosts a collection of LLM Apps. These applications leverage large language models (LLMs) from various providers, including OpenAI, Anthropic, and Google, and open-source models. The apps incorporate Retrieval-Augmented Generation (RAG), AI agents, multi-agent teams, and voice agent technologies. This curated list is a valuable resource for exploring the capabilities and applications of LLMs in different contexts. #AwesomeLLMApps #LLM #LargeLanguageModels #OpenAI #Anthropic #GoogleAI #RAG #RetrievalAugmentedGeneration #AIAgents #MultiAgentTeams #VoiceAgents #GitHub #MachineLearning #NLP #AI #Langchain #LlamaIndex #DeepLearning #AISolutions https://github.com/Shubhamsaboo/awesome-llm-apps

Apify's MCP Server enables integration with over 4,000 Apify Actors, allowing users to connect a vast range of data extraction and automation tools. This integration can be particularly useful for creating AI agents or incorporating web data into workflows. Apify seems to offer solutions for monetization related to these MCP Servers. The use of MCP Server allows for the easy integration of actors with different LLMs. #apify #mcpserver #dataextraction #webautomation #aiagents #llmintegration #webscraping #scrapy #beautifulsoup #selenium #puppeteer #playwright #automation #datamining #webdata #workflows #monetization #actors #integration #ai https://docs.apify.com/platform/integrations/mcp https://apify.com/integrations

🚀 Explore the world of AI with local, open-source alternatives to ChatGPT! 🖥️ These tools offer privacy, offline access, and full control over your chatbot experience. Here are 10 of the best options from a recent roundup: Gaia by AMD - A user-friendly model running fully locally on Windows PCs, optimized for Ryzen AI. Ollama - A sleek interface for LLaMA, Mistral, and Gemma, making local LLM usage simple and efficient. LM Studio - A GUI application that supports various models and offers an intuitive user experience. LocalAI - An API-compatible tool that allows easy integration of local LLMs into your applications. Text Generation Web UI (oobabooga) - A feature-rich local LLM with extensive plugin support and community-driven enhancements. PrivateGPT - Offers a fully offline AI experience with document querying capabilities, perfect for sensitive data. GPT4All - A plug-and-play solution for using multiple LLMs seamlessly on consumer hardware. Jan - A beautiful local assistant with a focus on code assistance, catering especially to macOS users. Hermes/KoboldAI Horde - Designed for storytelling and dialogue, perfect for writers and creatives. Chatbot UI + Ollama Backend - A ChatGPT-style interface for a personalized local chatbot experience. These tools not only protect your privacy but also empower you to customize your AI interactions. Dive into the open-source revolution! #AI #ChatGPT #OpenSource #LocalAI #Privacy #MachineLearning #LLM #NLP #DevTools #localai #opensource #chatgpt #llm #ai #gaia #ollama #lmstudio #textgenerationwebui #privategpt #gpt4all #jan #hermes #koboldai #chatbotui #amd #ryzenai #llama #mistral #gemma #macos #offlineai #aicoding #chatbot #localmodels https://dev.to/therealmrmumba/10-best-open-source-chatgpt-alternative-that-runs-100-locally-jdc

DeepAgent is a versatile AI assistant developed by Abacus, capable of handling complex tasks. It can build applications, generate reports and presentations, and integrates with various systems. DeepAgent provides access to top LLMs and generators for video and images, encompassing general purpose and coding agents. #DeepAgent #AbacusAI #AIAssistant #LLMs #GenerativeAI #ApplicationDevelopment #ReportGeneration #PresentationCreation #CodingAgent #VideoGeneration #ImageGeneration #AICoding #AutoGPT #Copilot #LangChain #AIAgent https://deepagent.abacus.ai/

MarkItDown is a Python tool designed to convert various file types, including PDFs, Word documents, and audio files, into Markdown format, facilitating text analysis and integration with large language models (LLMs). The tool emphasizes the preservation of document structure during conversion and introduces a protocol for interactive LLM functionalities. Its recent updates have clarified dependencies and broadened support for different file formats, catering to developers and users alike. Key Points - MarkItDown is a Python utility specifically for converting multiple document types into Markdown format optimized for text analysis and LLM applications. - The tool supports a wide array of file formats including PDF, PowerPoint, Word, Excel, images, audio, HTML, and even YouTube URLs. - Recent updates addressed breaking changes in functionality, requiring a binary file-like object in conversion methods and revising the DocumentConverter interface. - Users can install MarkItDown through pip with optional dependencies tailored to specific file formats for more customized installations. - Plugins are supported, which allows third-party contributions to extend MarkItDown's capabilities, although they are disabled by default. - The integration of Microsoft Document Intelligence is available for enhanced conversion features, specifically for PDF files. - MarkItDown requires Python 3.10 or higher, and it is recommended to use a virtual environment for installation to prevent dependency issues. #MarkItDown #python #markdown #llms #textanalysis #pdfconversion #documentconversion #microsoftdocumentintelligence #pypdf #unstructured #doctr #virtualenv #pip #opensource https://github.com/microsoft/markitdown

Andrej Karpathy discusses "Software 3.0" in the context of AI, highlighting the shift where software behavior is defined and processed by machines, unlike traditional software. This new era leverages Large Language Models (LLMs) as the foundation, with prompts functioning as programs. The concept encompasses aspects such as LLM psychology and partial autonomy, suggesting a future where software interacts and evolves differently. This represents a move away from explicitly coded instructions towards systems that learn and adapt through data and interaction. #Software3.0 #AI #LLMs #LargeLanguageModels #AndrejKarpathy #PromptEngineering #MachineLearning #ArtificialIntelligence #DeepLearning #NeuralNetworks #AutonomousSystems #AISoftware #Langchain #GPT4 #Gemini #Claude https://youtu.be/LCEmiRjPEtQ?si=A1KZ7ZYW2Mqt7BEh

Browser-Use Web-UI This project builds upon the foundation of the browser-use, which is designed to make websites accessible for AI agents. The WebUI is built on Gradio and supports most of browser-use functionalities, providing a user-friendly interface for easy interaction with the browser agent. The project has expanded support for various Large Language Models (LLMs) and allows the use of custom browsers, eliminating the need to re-login to sites or deal with other authentication challenges. It also supports persistent browser sessions, enabling users to see the complete history and state of AI interactions. Main Function Points - Provides a user-friendly WebUI built on Gradio to interact with the browser agent - Supports various Large Language Models (LLMs) including Google, OpenAI, Azure OpenAI, Anthropic, DeepSeek, Ollama, and more - Allows the use of custom browsers, eliminating the need to re-login to sites or deal with other authentication challenges - Supports persistent browser sessions, enabling users to see the complete history and state of AI interactions Technology Stack Python Gradio Playwright License MIT license https://github.com/browser-use/web-ui https://github.com/browser-use/browser-use https://browser-use.com/ #TechInnovation #AIRevolution #BrowserTech #WebUI #Gradio #FutureOfWeb #AIInteraction #SeamlessBrowsing #TechTrends #InnovationInTech #DigitalTransformation #NextGenTech #AIIntegration #WebDevelopment #TechCommunity #ExploreTheFuture