Walid 🦋

@walidev.bsky.social

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💡 Certified in #AI | 🚀 #Crypto & #Web3 Enthusiast | #OSINT Lover ❤️ | Sharing insights on the future of tech, finance, and digital innovation 💻 Follow for updates in AI, blockchain, and beyond !

Diagram showcasing an open-source AI stack by ByteByteGo. Includes tools for frontend (Next.js, Vercel, Streamlit), embeddings/RAG libraries (Nomic, Cognita, LLMWare), backend (LangChain, Huggingface), data/retrieval (Postgres, Milvus), and large language models (Llama 3.3, Mistral, Phi).
A radar chart comparing AI models (GPT-4o-202405, Gemini-1.5 Pro, Qwen2-VL 7B, GLM-4-Voice 9B, MiniCPM-o 2.6 8B) across tasks like speech conversation, visual understanding, and live streaming. GPT-4o-202405 dominates most categories with exceptional performance.
Table comparing the performance of AI models (phi-4, phi-3, Qwen 2.5, GPT, Llama-3.3) on benchmarks like MMLU, GPQA, MATH, HumanEval, MGSM, SimpleQA, and DROP. Scores highlight strengths of different models in reasoning, coding, and QA tasks across small and large models.
An infographic titled "ML Basics - The Transformer Architecture" by databytes.tech. Definition: Explains Transformers as neural networks excelling at understanding and generating sequential data using self-attention, without RNNs or convolution. Black Box: Illustrates Transformers for language translation, showing input, the transformation process, and output. Encoder/Decoder Architecture: Highlights how the encoder processes input into a structured matrix and the decoder generates outputs. Detailed Architecture: Depicts layered encoders and decoders with self-attention and feedforward mechanisms. Simplifies the flow of inputs to final outputs in language tasks.
A mind map titled "Style Adjusting Prompts" showcasing ways to refine writing style. Key categories include Formality (e.g., "Make this more formal or casual"), Language Complexity (e.g., "Use simpler vocabulary or more technical language"), Sentence Structure (e.g., "Shorten sentences or vary structure"), Figurative Language (e.g., "Add metaphors or reduce idioms"), Conciseness (e.g., "Eliminate redundant phrases"), Imagery (e.g., "Enhance vivid descriptions"), and Paragraph Structure (e.g., "Break text into smaller sections"). Each category has specific actionable suggestions
Image titled 'BlueSky search tips' showing detailed instructions on how to refine searches on the BlueSky platform. Sections cover how to find posts from specific users, hashtags, URLs, phrases, languages, and date ranges. Includes examples for each type of search.
Flowchart showing the detailed process of agent execution, including planning, reasoning, memory, and workflow components. It starts with Agent Execution, branching into sections for Planning (with goals, roles, tasks), Reasoning (with benchmarks and long-term memory), Memory (short-term and long-term memory details), and Workflow (types, variables, nodes). This diagram highlights the structured approach required for complex AI agent tasks.
Image showing the AI Agents Stack for November 2024, featuring categories such as Vertical Agents, Agent Hosting & Serving, Observability, Agent Frameworks, Memory, Tool Libraries, Sandboxes, Model Serving, and Storage. Each category lists various AI tools and platforms, like Decagon, LangGraph, Amazon Bedrock Agents, LangSmith, AutoGen, MemGPT, Chroma, Pinecone, and OpenAI. The image highlights key components in the AI ecosystem, reflecting advancements in artificial intelligence infrastructure and agent development.
Screenshot of a website titled "Awesome Bluesky" featuring a list of tools and resources for the Bluesky social media platform. Categories include "Charts, graphs, and stats" with tools like Atlas and Wolfgang; "Feeds" with options like Bluestream; "Migration" with tools to find Twitter contacts on Bluesky; and "Alternative Clients" like deck.blue. Other tools range from content management to handle trackers.
Bluesky: The Decentralized Social Network of Tomorrow Bluesky is a decentralized social media platform that is revolutionizing the way we interact online. Open source and based on the AT Protocol, Bluesky offers a more transparent and secure user experience than traditional platforms. Benefits of Bluesky: Total control over your data: You own your data and decide who can access it. Enhanced security: The decentralized network makes attacks and hacks more difficult. Freedom of expression: Express yourself freely without censorship or restrictions. Personalized user experience: Customize your experience and interact with the people who interest you. Resistance to censorship: Bluesky is designed to be resistant to censorship and attempts at control. Bluesky is the future of social media. Join the revolution and discover a more free and transparent online experience. Keywords: Decentralized social network Bluesky Open source AT Protocol Privacy Security Data control Freedom of speech Beta Development Alternative Microblogging platform Social media Technology Innovation Future of social media Decentralized social media Social media platform Privacy-focused Data ownership Free speech Open web Web3
Image showing a list of trading acronyms and their meanings, including TA (Technical Analysis), FA (Fundamental Analysis), HOD (High of Day), LOD (Low of Day), R/R (Risk/Reward), S/R (Support and Resistance), SL (Stop Loss), and more. Each acronym is explained to help traders understand key terminology. Keywords: trading, investing, stock market, technical analysis, fundamental analysis, crypto, cryptocurrency, Bitcoin, Ethereum, blockchain, altcoins, crypto trading, DeFi, crypto market, crypto analysis, risk management, price action, support, resistance, breakout, market structure, time frame, trading strategies, stock trading, forex, crypto signals, financial education
Different ways to build LLM application #LLM #AI #GPT #RAG