Rich Man @richtechcode

Mastering NLP From Foundations to Agents — Build AI Agents through Agentic Automation and RAG Workflows with Python: amzn.to/4c4bq0L via @PacktPublishing @PacktDataML 𝓦𝓱𝓪𝓽 𝓨𝓸𝓾 𝓦𝓲𝓵𝓵 𝓛𝓮𝓪𝓻𝓷: 🟠Build strong NLP foundations in math and ML 🔵Engineer text classification and NLP pipelines 🟠Train and fine-tune modern LLM architectures 🔵Implement RAG systems with LangChain 🟠Orchestrate multiple AI agents and tools to solve complex tasks 🔵Evaluate NLP model performance and apply AI safety best practices 🟠Integrate external data and tools using Model Context Protocol (MCP) 🔵Fine-tune transformers with LoRA, QLoRA, and DPO techniques

Tencent just released WeVisOne-VL on Hugging Face A unified vision-language model that handles detection, referring, counting, pointing, OCR, segmentation, and matting in one model.

10 GitHub repos so good they shouldn't be free. 1. AutoHedge An autonomous hedge fund built in Python with four AI agents: a director generates investment theses, a quant validates them, a risk manager decides position size, and an execution agent places orders. Operates live on Solana. With 'pip install -U autohedge', you can start trading immediately. repo → github.com/The-Swarm-Corp… 2. Vibe-Trading A trading system using a Directed Acyclic Graph (DAG) model, featuring 64 finance skills and 29 preset specialist agent swarms. Includes analysis methods like Ichimoku, Elliott Wave, SMC, Black-Scholes, full Greeks, and risk parity. Its crypto desk provides liquidation heatmaps and token unlock tracking. You can observe agents debating strategies in real time. repo → github.com/HKUDS/Vibe-Tra… 3. Fincept Terminal A Bloomberg Terminal replacement that runs on your laptop. CFA levels 1, 2, and 3 analytics. 20+ investor AI agents (Buffett, Dalio, Soros). 100+ data connectors, including Polygon, World Bank, and IMF. Bloomberg charges $24,000 a year. This is free. repo → github.com/Fincept-Corpor… 4. LibreChat Every model ChatGPT runs, plus Claude, Gemini, DeepSeek, and 20 more. Self-hosted. Native MCP support. You own the data, the history, the infrastructure. OpenAI charges $20/month to use their wrapper. This costs nothing to use your own. repo → librechat.ai 5. Open Higgsfield AI A self-hosted cinema studio with 200+ AI models. Flux, Midjourney, Sora, Kling, Veo, GPT-4o, SDXL all in one interface. Text to image. Image to video. Cinema mode with pro camera controls. No subscription. Your data stays local. repo → github.com/Anil-matcha/Op… 6. Open-LLM-VTuber A Live2D AI companion that runs offline, sees your screen, hears your voice, and never forgets. Inner thoughts are shown as a separate text layer, so you watch the reasoning happen before words come out. Pet mode floats it on your desktop. Swap the LLM in one config line. repo → github.com/Open-LLM-VTube… 7. Claude Ads A free Claude Code skill that runs 190 audit checks across Google, Meta, YouTube, LinkedIn, TikTok, and Microsoft Ads. 6 parallel subagents firing at once. Consolidates into a single Ads Health Score ranked by revenue impact. Agencies charge $4,000 a month for this. repo → github.com/AgriciDaniel/c… 8. Agentic Inbox Cloudflare just open-sourced an email client where an AI agent reads your inbox and drafts your replies. Runs entirely on Cloudflare Workers. Each mailbox lives in its own Durable Object. Your email never leaves your Cloudflare account. One click deploys it. repo → github.com/cloudflare/age… 9. Camofox Browser An open source headless browser that makes AI agents invisible to bot detection. Spoofs navigator properties, WebGL, AudioContext, and WebRTC at the C++ level. The browser does not look modified because it genuinely is not. Accessibility tree output drops token cost by 90%. repo → github.com/jo-inc/camofox… 10. Hyperframes HeyGen open-sourced a video framework that does everything Remotion does without React, without JSX, without teaching your AI agent a new format. The agent writes HTML. The framework renders MP4. GSAP, Lottie, and Three.js all work. Same HTML always produces the same file. repo → github.com/heygen-com/hyp… These are not toys. Each one replaces a paid product you're still being charged for. Pick one. Install it. Plug it into your workflow. 100% free. 100% open source.

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Download 698-page PDF >> Everything You Always Wanted To Know About Mathematics* (*But didn’t even know to ask) A Guided Journey Into the World of Abstract Mathematics ➡️ math.cmu.edu/~jmackey/151_1…

the fastest growing GitHub repos in finance + AI this week: 1. Kronos (+2,653 ★) open source foundation model for candlestick charts, trained on data from 45+ exchanges. you feed it price history, it forecasts the next bars. code hasn't changed since april, people just found it. github.com/shiyu-coder/Kr… 2. TradingAgents (+1,944 ★) multi-agent LLM trading framework: analysts, researchers, a trader and a risk team arguing before every trade. #2 again, now 113K stars. github.com/TauricResearch… 3. day-trader-skill (+972 ★) 11 Claude skills for day trading. chart scanner, news tracker, entry and stop planner, and a "time machine" that replays the session 10,000 times before you trade. paper trading by default. 4 days old. github.com/Jakeschincario… 4. Vibe-Trading (+821 ★) personal trading agent from HKUDS. research in plain english, strategy drafts, backtests, MCP support. github.com/HKUDS/Vibe-Tra… 5. last30days-skill (+730 ★) agent skill that researches any topic across Reddit, X, YouTube, HN and Polymarket, and ranks results by upvotes, likes and real money. github.com/mvanhorn/last3… 6. daily_stock_analysis (+487 ★) LLM stock analysis for US, China, HK and more. sends you a daily decision dashboard to Telegram, Discord or email. github.com/ZhuLinsen/dail… 7. FinceptTerminal (+412 ★) open source Bloomberg-style terminal. market data, research and AI agents in one desktop app. github.com/Fincept-Corpor… 8. freqtrade (+360 ★) the OG open source crypto trading bot, with a machine learning module (FreqAI). backtests, Telegram control, supports Hyperliquid. github.com/freqtrade/freq… 9. tick-stock-panel (+346 ★) self-hosted quant workbench for China A-shares. LLM builds your strategy, then backtest and monitoring. 65 API endpoints + an MCP server. github.com/shy3130/tick-s… 10. OpenBB (+294 ★) open data platform for analysts, quants and AI agents. stocks, options, crypto, macro. has an MCP server. github.com/openbq-org/Ope… bookmark this and start today.

wincy.eth @gusik4ever

a week ago

the fastest growing GitHub repos in finance + AI this week: 1. aurelio-finance (+2,388 ★) personal finance app with an AI advisor you can talk to. tracks net worth, ETFs, investments and cash. runs on your own computer, AI is optional with your own key. the repo is 11 days

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50 websites that feel like the internet’s hidden toolbox 1. unpaywall.org — Free research papers 2. openlibrary.org — Borrow books online 3. doaj.org — Free academic journals 4. alternativeto.net — App alternatives 5. justwatch.com — Find where to stream 6. archive.org — Internet archives 7. gutenberg.org — 70K+ free books 8. openstax.org — Free textbooks 9. openculture.com — Free courses 10. wolframalpha.com — Solve complex problems 11. photopea.com — Photoshop alternative 12. squoosh.app — Compress images 13. remove.bg — Remove backgrounds 14. cleanup.pictures — Remove objects 15. unscreen.com — Remove video backgrounds 16. carbon.now.sh — Beautiful code images 17. ray.so — Code screenshots 18. shots.so — Product mockups 19. smartmockups.com — Create mockups 20. haveibeenpwned.com — Check data breaches 21. virustotal.com — Scan files & URLs 22. privnote.com — Self-destructing notes 23. temp-mail.org — Temporary email 24. file.io — Temporary file sharing 25. archive.ph — Save webpages 26. similarsites.com — Find similar websites 27. radio.garden — Explore global radio 28. everynoise.com — Discover music genres 29. tunefind.com — Find songs from shows 30. musicforprogramming.net — Focus music 31. mynoise.net — Custom background sounds 32. coffitivity.com — Café ambience 33. elicit.org — Research assistant 34. consensus.app — Research-backed answers 35. connectedpapers.com — Research connections 36. semanticscholar.org — Academic search 37. scispace.com — Understand research papers 38. summarize.tech — YouTube summaries 39. phind.com — AI for developers 40. regex101.com — Test regex 41. codebeautify.org — Format code 42. jsonformatter.org — Format JSON 43. explainshell.com — Understand terminal commands 44. raindrop.io — Bookmark manager 45. downdetector.com — Check outages 46. tineye.com — Reverse image search 47. fast.com — Internet speed test 48. smallpdf.com — PDF tools 49. ilovepdf.com — Merge/split PDFs 50. 10minutemail.com — Temporary email Save this. You’ll definitely need some of these later. 🔖 Follow @The_techAI for more useful websites, AI tools & tech resources. 🚀

后训练文章系列第三篇，关于 LoRA 和 QLoRA 三个重要的基本概念： rank 秩 low-rank approximation 低秩近似 quantization 量化 它们可以用同一个概念串起来，即矩阵中的 pattern模式。

Dongxi 东锡 NLP @dongxi_nlp

a day ago

x.com/i/article/2113…

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@mageed hey dude im so interested for RAG topic medical

@iansh04_ Why thats link, cannot open?

@antoniolupetti hey dude, can I know what best research NLP for now?