In March 2024 we launched the AI Agents Global Challenge @aiagentsglobalc and today we announce the winners after a fierce competition! Congratulations to the winners and thanks to the judging panel, applicants, and all supporters!
Are you building AI Agents? Submit an application to the AI Agents Global Challenge. $1M pool prize, and a chance to get funding from world-class startup investors aiagentschallenge.com
👋Come to our AI Agents 🤖London meetup We’ll have a deep dive into 2 awesome AI Agent frameworks
@CamelAIOrg & @pyautogen + intro to The $1M AI Agents Challenge - Sign up here meetup.com/ai-agents-lond…
'Adaptive #RAG' is another type of agentic RAG that can accommodate its strategies to various user query intents.
Yes, It can accommodate its strategies to various user query intents:
⮕ Open-domain question-answering: Generates answers directly through LLM without relying on retrieval through RAG.
⮕ Multi-hop question-answering: Breaks multi-hop queries down to multiple single-hop queries, iteratively uses these more basic queries to access LLM and the RAG retriever, and combines the retrieved results to generate the final answer.
⮕ Adaptive retrieval: Applicable to complex queries requiring multi-step reasoning. Complex question-answering often involves synthesizing information from multiple data sources and performing multi-step reasoning. Adaptive retrieval iteratively accesses LLM and the RAG retriever to progressively build the information chain necessary for answering the complex questions.
As shown in the diagram below, Adaptive-RAG follows a similar workflow to Self-RAG. By implementing an extra query analysis at the beginning of its workflow, Adaptive-RAG offers a wider range of question-answering strategies.
Know more in the original article: medium.com/@infiniflowai/…
---------------------------------------------------
No matter which advanced RAG strategy you use, you need to have a robust database that supports hybrid search, vector storage and much more.
Use SingleStore as your vector database
Try SingleStore for Free: singlestore.com/cloud-trial/?u…
Building a multi-document ReAct agent for financial analysis 💸
Check out @pavan_mantha1's article on using @llama_index and Qdrant to create a financial analysis system. Learn to set up the environment, manage documents, and build a ReAct Agent.
👉 blog.stackademic.com/building-a-mul…
804 Followers 671 FollowingBuilding the memory layer for the hyper-agent generation. Governed shared memory for AI agent fleets. Open source and https://t.co/o0Xb5qyJhg
618 Followers 316 FollowingDPhil student at Oxford's AIMS CDT. Building communication protocols between agents w/ @OxfordTVG and @Microsoft. Head of @idai_institute.
51 Followers 323 FollowingAI Strategy Platform: Digital twins of your competitors and customers to target market gaps, model the best scenarios and strategy execution roadmaps
68 Followers 98 FollowingUltra Marathons, Passionate about Personal Development. CEO @ArkeoAI Empowering SaaS Founders with AI Environments 🚀 Turning Startups into Success Stories!
47 Followers 1K FollowingSenior Software Engineer | AI & Cloud
AI Audio & generative media
Exploring World models, Spatial Intelligence & System Design
39 Followers 33 FollowingGitAuto runs 24/7 writing units and creating PRs with passing tests autonomously, so engineers review, merge, and monitor coverage to achieve 90%+.
23K Followers 23K FollowingDeepbrain AI services AI technologies such as video and speech synthesis, live chatbots, and more required to create AI Humans.
https://t.co/l6BCYy0n8l
309 Followers 557 FollowingML consultant. MASc @UofT, @Mila_Quebec accepted & deferred. Building @OpenAdaptAI, an app that learns to automate tasks in other apps.
37 Followers 224 FollowingMicrocap'er. Built AltX chrome extension for convenient $cashtag research on CT https://t.co/wbi1xTW3nP My Gems $CREO $GHX $DEAI $NCDT $PAAL
369 Followers 8K FollowingJESUS CHRIST 1st! MULTI-FACETED. BLENDING IN. CAUTIOUSLY OPTIMISTIC. NEVER ANY FINANCIAL ADVICE! do your own research! #onlyfrens (X)'s GET RICH OR DIE TRYIN!
7K Followers 2K FollowingFounder of Dream Machines, building ML models for robotic arms. Previous: Stats at @ETH & @NeurIPSconf. I post about RL and VLA post-training.
28 Followers 5K Following@Wharton '15 | Ex-Scotia Capital | Ex-Machina fan | Film finance/producing - into info asymmetry & Getty watermarks | 3x NYT Bestseller Purchaser
3K Followers 3K FollowingFounder at https://t.co/Ge1oUsuYlS: no code AI Agents for everyone. https://t.co/dnUZZiVkDt - open source agentic lib. AI, type theory, functional programming.
722 Followers 1K FollowingBuilding the autonomous enterprise | https://t.co/H1gXJzy97E | prev built one of the world’s first AI agents in prod in '23 w 100k users
2K Followers 689 FollowingGenome-scale foundation models to read, predict, and design DNA
The genome is the next foundation layer
Former Microsoft Research · University of Amsterdam
1K Followers 3 FollowingNew Multiagent Systems papers from https://t.co/FCQuEcAZJ6: multiagent systems, distributed AI. Thank you to arXiv for use of its open access interoperability.
28K Followers 4K Followinghttps://t.co/ArpA1kLQQH ➡️ FREE VNS Courses
https://t.co/M8zMG8BR3t ➡️ For Professional Ultrasound Users
https://t.co/h5cjA8qvTl ➡️ Alzheimer's Ultrasound Research Group