What an thrilling time to be part of the LLM world! Final month, we partnered with Lablab.ai to host the Llama 2 Hackathon with Clarifai. The hackathon was designed to nurture creativity in growing AI-first merchandise utilizing Meta’s highly effective Llama 2 LLM, with 7B, 13B, or 70B parameter variants. If you happen to haven’t heard already, Clarifai makes it very simple to entry Llama 2 fashions.
The Llama 2 Hackathon with Clarifai introduced collectively builders, engineers, and information scientists from varied backgrounds to construct modern LLM apps utilizing Llama 2 and Clarifai. A complete of 1,765 fanatics comprising 227 groups registered, leading to a powerful 51 venture submissions spanning a number of domains, together with enterprise functions, content material creation, trend, well being, and analysis/information retrieval. Learn on to take a look at some very inventive apps.
Why construct LLM apps with Clarifai
Clarifai makes it simple so that you can construct LLM or any AI apps producing enterprise-grade AI at scale. As a full stack AI platform, Clarifai has the newest open-source and industrial LLMs and features a vector database, workflows to hyperlink a number of fashions collectively, and UI modules. Clarifai additionally offers built-in information preparation, import, mannequin constructing, and coaching options dealt with by way of a user-friendly UI or APIs. It doesn’t matter what you want, Clarifai’s bought your again! Discover the platform to be taught extra about Clarifai’s intensive function library.
Examples of LLM apps constructed
The hackers did an incredible job constructing some very fascinating apps with inventive makes use of. Numerous concepts round content material creation, so creators and artists can simply construct graphics, tales, slide decks, and extra! Good to see so many functions for well being care as properly. Hackers used Llama 2 to resolve well being points round vitamin, psychology, drugs, pores and skin, hair, and extra! We’ve listed just a few right here.
Enterprise Purposes
- PropLlama.AI (Actual Property) – An clever actual property platform that gives a seamless and pleasing property search expertise by superior applied sciences like Llama chat fashions, Clarifai, and Langchain, accessible to anybody with out technical information.
- AI Useful resource Supervisor (Challenge Administration) – Makes use of Llama-2 and Clarifai to research worker abilities and venture wants, offering suggestions to assist venture managers optimally allocate sources throughout a number of tasks.
- GitChat (Coding) – Permits pure conversational understanding of complicated codebases by linking GitHub repositories with chatbots powered by language fashions that may clarify and purpose about code by plain English queries.
- Llama2 GPT CodePilot (Coding) – A VSCode extension that makes use of CodeLlama-7B-Instruct-GPTQ to generate related documentation and code solutions throughout the editor interface, enhancing developer productiveness by eliminating context switching.
- AIT-Marki (Advertising and marketing) – MARKI integrates human creativity with AI optimized for emotional engagement to generate personally tailor-made, performance-tracked advertising content material aligned with behavioral science and limbic drivers.
- RecruitLlama (Recruitment) – Recruitllama.ai leverages superior AI like llama to revolutionize recruitment by personalised candidate experiences and streamlined employer processes, overcoming conventional inefficiencies by way of clever sourcing, resume parsing, candidate scoring, and tailor-made engagement.
Content material Creation
- Convo Clips – A video creation platform that makes use of conversational AI to simplify enhancing, permitting customers to speak with an assistant who understands pure language requests and routinely updates the canvas.
- Story GPT – Makes use of AI to generate fictional tales, novels, screenplays, academic content material, video games, and extra, however nonetheless faces challenges with security and prices earlier than broad deployment.
- QuakeAI – Leverages LLMs, music era, and voice era to allow authors, writers, and content material creators to simply generate audiobooks and soundtrack movies from written tales and concepts with AI-generated narration and background music
- PoeticaPic – Makes use of picture filtering, textual content overlays, and AI-generated narratives to remodel pictures into imaginative artworks that seize the essence of treasured moments.
- LlamaScriptAI – Leverages AI to generate scripts, visible prompts, and narration from easy prompts, streamlining the video creation course of.
- Dreamscribe – Makes use of AI to broaden upon customers’ dream journal entries for inventive content material creation like tales and movies, providing dream insights and visualization whereas selling self-discovery.
- Smash Tags – This AI-powered answer leverages superior fashions like Llama 2 and BLIP-2 to optimize social media content material throughout platforms by automated audio transcription, image-to-text conversion, and contextual hashtag and caption era.
- SlideDeck AI – Permits customers to generate full presentation slide decks by first leveraging AI to create outlines and content material from a subject description, structuring the content material into JSON, and at last reworking it right into a PowerPoint file whereas offering supplemental topical sources and idea artwork.
- StoryCraft – This app innovatively generates tales from textual content and pictures, enriches them with AI-narrated audio, and suggests custom-made hashtags to maximise attain, redefining multimedia storytelling experiences.
Vogue
- Styloscope – Makes use of superior algorithms to show clothes photographs into vivid descriptions, present personalised stylist suggestions, and generate full outfit visualizations to empower customers’ fashion selections.
- DermVision AI – Makes use of generative AI to offer personalised skincare product insights and proposals from uploaded photographs to assist shoppers make knowledgeable skincare selections.
- FLAIR – Makes use of LLaMa to offer trend influencers with AI-generated outfit suggestions and explanatory reasoning to help content material creation throughout social media platforms.
Well being
- Diet Guru – An software that analyzes vitamin labels and informs customers in regards to the well being results of packaged meals and drinks in easy phrases would deal with the issue of individuals missing the information to interpret complicated dietary info.
- PharmOgle – The medicine assistant app makes use of laptop imaginative and prescient, LLM, LangChain, and helps 39 medicines, serving to folks ask questions and study their drugs.
- AI Digital Psychologist – Makes use of Meta’s Llama and Clarifai to offer 24/7 accessible and inexpensive personalised psychological well being help, aiming to revolutionize entry to remedy.
- FoodFusion – Makes use of Clarifai’s picture recognition and Llama2’s language era to determine components from pictures and recommend inventive recipes tailor-made to these components, revolutionizing house cooking by an AI-powered culinary assistant.
- SkinSkan – AI Dermagnosis leverages deep studying to precisely determine and classify varied pores and skin situations from dermoscopic photographs by an intuitive interface, aiding medical professionals in quickly delivering exact diagnoses and therapy recommendation.
- Llama-2 Reasoning Help – Assists healthcare suppliers with diagnostic considering by itemizing a variety of attainable diagnoses from signs.
- Llama HairSense – Leverages visible AI evaluation and language fashions to simplify hair care information acquisition by automated hair kind identification and personalised suggestions, bridging the hole between correct routines and comfort.
Analysis/Data Retrieval
- DocuChat – Makes use of pure language processing and LLMS integration to allow interactive, conversational engagement with PDF paperwork that facilitates extra dynamic and efficient studying.
- ResearchoBot – SynthResearch grasps the core ideas, uncovers hidden connections, and presents them clearly and meaningfully. Our interactive visualizations breathe life into complicated information, permitting you to discover relationships and tendencies.
- Positively Not Jarvis – Leverages Clarifai’s LLama2 to offer prompt, correct responses to a variety of consumer queries by seamless Slack integration, constantly increasing its information base.
- Translingo – The multilingual communication app interprets sentences in any language into English and suggests related sentences to assist customers overcome language obstacles and help in studying new languages.
- Reblog – Makes use of Llama2 to create an interactive weblog with real-life examples that generates titles, descriptions, tags, video explanations, workflow photographs, and associated sources to advertise comprehensible and inventive scientific exploration.
- Human Emulation Techniques – This venture creates a cloud-hosted AI platform with twin hemisphere brain-inspired fashions, a mediating mannequin, and an accessible interface to ship nuanced analytical and inventive reasoning.
- Brianzy – Enhances on-line content material comprehension by AI-generated thoughts maps and summaries of webpages from URLs, alongside an interactive LLama2-powered chatbot that enables customers to debate additional and make clear the content material.
- Introspective Workflow Technology Clarifai Llama2 – This venture leverages Clarifai’s platform to construct customizable enterprise AI assistants by way of generated workflows, metadata ingestion, immediate engineering, orchestration, microservices, CI/CD, monitoring, caching, Airflow, and iterative enhancements for flexibility and effectivity.
The listing doesn’t finish right here. Extra details about all of the submitted ideas, prototypes, and pitches is on the Lablab.ai submission web page right here. Congratulations to all of the hackers who got here collectively to make it a hit.
Be a part of us for the following hackathon
This was our first hackathon utilizing generative AI and LLMs, and the nice concepts, vitality, and collaboration from all hackers concerned helped us notice this to a higher degree than we might’ve hoped. We had been delighted and shocked by each the quantity and high quality of the submissions.
We often host hackathons and create useful sources with precious ideas and tips for builders to excel in AI. Signal as much as our weblog and electronic mail to remain up to date.
Need to construct nice AI with Llama 2 fashions and Clarifai? Entry the Llama 2 fashions right here.
