@epistates@Sumanth_077 in my mind when someone says multimodal i automatically think beyond documents and imagine audio, video etc. the two both have a baseline of document parsing i will try and analyze various options to this including the adjacent embedding field (hopefully nobody has done this 🤓)
Additionally... there is Docling another open-source tool developed by IBM that simplifies document processing by converting various formats like PDF and DOCX into more manageable formats such as Markdown or JSON.
https://t.co/VrQbv4po5D
Just discovered Dolphin, an open source document parsing framework that converts PDFs into structured formats like Markdown, HTML, LaTeX, and JSON. 100% Open Source.
Turn PDF files into clean, LLM-ready data!
https://t.co/o0GKDYga3d
THE LAVINGTON SDA CHURCH AND THE ALLIANCE GIRLS HIGH SCHOOL HAVE A JOINT STATEMENT IN TODAY'S NATION.
The story goes like this.
Joyce Ongombe, a UoN-Kikuyu campus-trained high school teacher who specialized in Mathematics and Accounting, taught for a short time before opting to venture into business. Joyce was married to George Ooko a former mathematics teacher at Alliance Girls High School, and later Hillcrest International School at the time of his death.
In April 2010, Joyce's husband George, and his two children Angela (4) and John (2), while driving from Migori to Nairobi were swept away by the infamous Narok flash floods, leaving Joyce with their three months old Georgina. Barely eight months after the loss of her husband and two children, Joyce lost her father and mother three days apart, burying them the same day only months following the burial of her husband and two children.
Having lost all her immediate family, the bond between Joyce and her dear daughter Georgina became stronger. Joyce found family in a community of believers at Lavington Seventh Day Adventist Church who walked with her during this difficult time of grief, she would later become an active deaconess in the church. She raised her daughter Georgina in the church to become a brilliant, active pathfinder involved in various church activities including drama and music.
Georgina would later pass her primary national examinations with flying colors and distinction earning her a place in one of the most coveted and prestigious high school in Kenya - Alliance Girls High School, where her late father once taught mathematics. With her Christian grounding, leadership skills at a young age, and rising academic star, Georgina was set for great things - a possible future leader. But as fate would have it, calamity struck again!
During the last Christmas festivities, Joyce and her daughter Georgina went to Mombasa for a crossover vacation, where they booked an apartment. Sadly, while preparing breakfast on 31 December 2024, the water boiler is reported to have exploded, throwing them to the ground and burning them severely! Joyce suffered 53% burns, and the little girl burn was 60%.
They were rushed to Premier Hospital in Nyali, and later air evacuated on 1st January to Kenyatta National Hospital Burns Unit in Nairobi. A team of doctors and plastic surgeons began to administer treatment. Unfortunately, Georgina succumbed to her injuries two weeks later on 14 January 2025, and in an instant, Joyce's world crumbled!
The pain and the loss have been unbearable. Georgina was buried on 11 April 2025 in Kakrao Village-Migori County, side by side next to her late father and two siblings.
Joyce remains hospitalized with excruciating pain, following the prolonged hospitalization and the nature of the burns suffered, significant resources have been used yet her recovery is far from over. To fully heal, Joyce is currently receiving specialized treatment at FORTIS Hospital in New Delhi, India, with an immediate need of Ksh. 7 million to cover her current treatment costs and possibly change the traction of her healing.
A major fundraising has been planned for tomorrow, Thursday 5th June 2025 from 5pm at Nairobi Central SDA Church, off Milimani Road. Those who will not make it to support Joyce can extend their compassion using the Medical Fund Paybill number:
PAYBIL: 5480284
A/C: Your Name
The organizers cannot thank you enough.
Anthropic just dropped a $3T nuke on every AI company.
They've officially joined forces with Apple.
Their plan?
Steal the one thing OpenAI, Google, and Grok desperately need.
Here's how two tech titans just outplayed the entire AI industry:
Here is an explanation of what MCP is, how it works, and why I think it's awesome.
I will also show you the MCP server I'm building.
This is good stuff.
Struggle to keep up with all the most powerful AI tools?
Well here is a comprehensive overview:
Sections:
1: AI Tools
2: AI Automations & AI Agents
3: VibeCoding
The Full Mindmap down below 🧵 ⬇️
TIMESTAMPS
A INTRO
00:00 Introduction
B CHAT TOOLS
01:50 ChatTools
01:50 Getting Started with Chat AI Tools
02:27 Exploring Chat GPT's Capabilities
04:11 Creating Custom ChatGPT Projects
07:54 Creating Files (PDF) ChatGPT Projects
11:44 Upload image and Search the web on ChatGPT
15:14 Looking at Google Gemini AI Chat Tool
16:36 Perplexity is another great tool
18:10 This AI Chat Model Can Analyze Videos (Most underrated AI use cases @OfficialLoganK you guys need to hype this up more)
20:16 Recapping Chat Tools
C CREATIVE TOOLS
21:05 Introduction to AI Image Models
22:19 Using Chat GPT-4o for Image Editing
22:30 Using gpt4o images for Business: Repaint Houses
26:36 Edit Parts of an image gpt4o
27:55 Midjourney
28:23 Midjourney is better for exploration
31:25 Midjourney Editor is fun to use
D: CREATING VIDEOS
36:29 Image to Video with Kling and Runway
38:52 Gen4 Turbo
41:22 Kling is Superior
42:00 gpt4o Ghibli Image + Video + Sound
44:58 Ghibli time
49:15 ElevenLabs Sound Effect for pressing button
50:00 Generating Voice for Voice Over
51:04 Getting Music
52:07 Video Editing These together
53:47 Finished the Video - Final Results
55:02 Video Tool Recap
56:27 AI Avatars with Heygen
57:42 Example of good avatar content ROWAN CHUNG
58:43 Pause and Reflect before Automations
59:14 Recap of section 1
E: VIBE FLOWS (AUTOMATIONS AND AGENTS)
59:34 (add here - explanation of workflow automation)
59:34 Zapier Automation
01:04:24 Adding Step in Automation
01:09:45 Stacks, Automations, NOW AGENTS
01:10:29 Deep Research Agent
01:13:11 What is Manus? Let's ask Claude to Diagram it
01:16:25 Prompting Manus
01:18:20 The Future of Agents will look like Online Poker in 2010
01:19:15 WHAT DO WE DO WHEN AGENTS ARE WORKING?
01:19:56 Greg's Theory of "Vibe Marketing"
01:20:44 Manus and Deep Research are done Agenting, let's see what they did
01:23:32 Ok Lets Reflect and Move to VIBE CODING
F: VIBE CODING
01:25:35 VIBE CODING!
01:25:48 Landing Page with Sound, Images, and Video on v0
01:29:07 Generating Video for v0 site
01:31:31 Adding Video and AUDIO to v0 site (ElevenLabs)
01:33:36 Using API's in your Vibe Code Apps (Power Ups)
01:35:26 What makes the best App Idea
01:37:41 Build a simple app with an API with Cursor
01:42:57 Diagraming how the API key works in the Bill Splitter
01:43:25 Structured vs Unstructured text to text API's
01:44:41 Building a mobile app using built in API's from your phone
01:47:31 Creating native share features on ios app
01:49:21 What we talked about in this video (Where to Find the MindMap)
Tools mentioned:
1:ChatGPT, Google Gemini, Anthropic Claude, Perplexity, Grok, GPT‑4o Images / DALL·E 3, MidJourney, Cling 2.0, Krea AI, Runway Gen‑4, Google Veo, Luma Labs, Pika Labs, Heygen, Suno, ElevenLabs
2: Zapier,n8n, Manus, Deep Research, Canva, CapCut, Premiere Pro
3: Cursor, V0, OpenAI API, Replicate, Vercel, Replit, Firebase, Supabase, Claude 3, DeepSeek, Grok, Llama
“A real decision is measured by the fact that you’ve taken a new action. If there’s no action, you haven’t truly decided.
—Tony Robbins”
#profoundLiving
“I have often wondered how it is that every man loves himself more than all the rest of men, but yet sets less value on his own opinion of himself than on the opinion of others.
—Marcus Aurelius”