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 creating AI-first merchandise utilizing Meta’s highly effective Llama 2 LLM, with 7B, 13B, or 70B parameter variants. For those who haven’t heard already, Clarifai makes it very straightforward to entry Llama 2 fashions.
The Llama 2 Hackathon with Clarifai introduced collectively builders, engineers, and information scientists from varied backgrounds to construct progressive LLM apps utilizing Llama 2 and Clarifai. A complete of 1,765 fanatics comprising 227 groups registered, leading to a formidable 51 undertaking submissions spanning a number of domains, together with enterprise purposes, content material creation, trend, well being, and analysis/data retrieval. Learn on to take a look at some very inventive apps.
Why construct LLM apps with Clarifai
Clarifai makes it straightforward 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 business LLMs and features a vector database, workflows to hyperlink a number of fashions collectively, and UI modules. Clarifai additionally gives built-in information preparation, import, mannequin constructing, and coaching options dealt with through a user-friendly UI or APIs. It doesn’t matter what you want, Clarifai’s obtained your again! Discover the platform to study extra about Clarifai’s in depth characteristic library.
Examples of LLM apps constructed
The hackers did a fantastic job constructing some very attention-grabbing apps with inventive makes use of. A number of concepts round content material creation, so creators and artists can simply construct graphics, tales, slide decks, and extra! Good to see so many purposes for well being care as properly. Hackers used Llama 2 to resolve well being points round diet, psychology, medicines, pores and skin, hair, and extra! We’ve listed a number of right here.
Enterprise Purposes
- PropLlama.AI (Actual Property) – An clever actual property platform that gives a seamless and pleasing property search expertise by way of superior applied sciences like Llama chat fashions, Clarifai, and Langchain, accessible to anybody with out technical data.
- AI Useful resource Supervisor (Venture Administration) – Makes use of Llama-2 and Clarifai to investigate worker abilities and undertaking wants, offering suggestions to assist undertaking managers optimally allocate assets throughout a number of initiatives.
- GitChat (Coding) – Permits pure conversational understanding of advanced codebases by linking GitHub repositories with chatbots powered by language fashions that may clarify and cause about code by way of plain English queries.
- Llama2 GPT CodePilot (Coding) – A VSCode extension that makes use of CodeLlama-7B-Instruct-GPTQ to generate related documentation and code recommendations throughout the editor interface, enhancing developer productiveness by eliminating context switching.
- AIT-Marki (Advertising) – MARKI integrates human creativity with AI optimized for emotional engagement to generate personally tailor-made, performance-tracked advertising and marketing content material aligned with behavioral science and limbic drivers.
- RecruitLlama (Recruitment) – Recruitllama.ai leverages superior AI like llama to revolutionize recruitment by way of personalised candidate experiences and streamlined employer processes, overcoming conventional inefficiencies through 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 modifying, permitting customers to talk with an assistant who understands pure language requests and robotically 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 extensive deployment.
- QuakeAI – Leverages LLMs, music technology, and voice technology 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 rework pictures into imaginative artistic endeavors 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 resolution leverages superior fashions like Llama 2 and BLIP-2 to optimize social media content material throughout platforms by way of automated audio transcription, image-to-text conversion, and contextual hashtag and caption technology.
- 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 eventually reworking it right into a PowerPoint file whereas offering supplemental topical assets 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 photos 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 supply personalised skincare product insights and suggestions from uploaded photos to assist shoppers make knowledgeable skincare selections.
- FLAIR – Makes use of LLaMa to supply trend influencers with AI-generated outfit suggestions and explanatory reasoning to help content material creation throughout social media platforms.
Well being
- Vitamin Guru – An utility that analyzes diet labels and informs customers in regards to the well being results of packaged meals and drinks in easy phrases would tackle the issue of individuals missing the data to interpret advanced dietary info.
- PharmOgle – The medicine assistant app makes use of pc imaginative and prescient, LLM, LangChain, and helps 39 medicines, serving to individuals ask questions and study their medicines.
- AI Digital Psychologist – Makes use of Meta’s Llama and Clarifai to supply 24/7 accessible and reasonably priced personalised psychological well being assist, aiming to revolutionize entry to remedy.
- FoodFusion – Makes use of Clarifai’s picture recognition and Llama2’s language technology to establish substances from pictures and counsel inventive recipes tailor-made to these substances, revolutionizing dwelling cooking by way of an AI-powered culinary assistant.
- SkinSkan – AI Dermagnosis leverages deep studying to precisely establish and classify varied pores and skin situations from dermoscopic photos by way of an intuitive interface, helping medical professionals in quickly delivering exact diagnoses and therapy recommendation.
- Llama-2 Reasoning Assist – Assists healthcare suppliers with diagnostic pondering by itemizing a spread of attainable diagnoses from signs.
- Llama HairSense – Leverages visible AI evaluation and language fashions to simplify hair care data acquisition by way of computerized hair sort 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 advanced information, permitting you to discover relationships and developments.
- Positively Not Jarvis – Leverages Clarifai’s LLama2 to supply on the spot, correct responses to a variety of consumer queries by way of seamless Slack integration, repeatedly increasing its data base.
- Translingo – The multilingual communication app interprets sentences in any language into English and suggests related sentences to assist customers overcome language boundaries 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 photos, and associated assets to advertise comprehensible and artistic scientific exploration.
- Human Emulation Methods – This undertaking creates a cloud-hosted AI platform with twin hemisphere brain-inspired fashions, a mediating mannequin, and an accessible interface to ship nuanced analytical and artistic reasoning.
- Brianzy – Enhances on-line content material comprehension by way of AI-generated thoughts maps and summaries of webpages from URLs, alongside an interactive LLama2-powered chatbot that permits customers to debate additional and make clear the content material.
- Introspective Workflow Era Clarifai Llama2 – This undertaking leverages Clarifai’s platform to construct customizable enterprise AI assistants through generated workflows, metadata ingestion, immediate engineering, orchestration, microservices, CI/CD, monitoring, caching, Airflow, and iterative enhancements for flexibility and effectivity.
The record 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 good concepts, vitality, and collaboration from all hackers concerned helped us notice this to a higher stage than we might’ve hoped. We had been delighted and shocked by each the quantity and high quality of the submissions.
We repeatedly host hackathons and create useful assets with beneficial suggestions and tips for builders to excel in AI. Signal as much as our weblog and e mail to remain up to date.
Need to construct nice AI with Llama 2 fashions and Clarifai? Entry the Llama 2 fashions right here.