"MedAI" is an innovative application designed to provide accurate and efficient medical question and answer services. Built with React for the frontend and Node for the backend, the app uses QDrant embeddings to retrieve relevant answers for user queries. The medical dataset is processed by a Python script powered by Hugging Face, while Cohere API generates embeddings for cosine similarity computations. This approach leads to a high level of accuracy and enables the app to quickly retrieve the most appropriate answers. Overall, "MedAI" offers a powerful tool for medical professionals and individuals seeking medical information.

Cohere and Qdrant Multilingual Semantic Search Hackathon

"MedAI" - React and Node app using QDrant embeddings for efficient medical Q&A. Hugging Face's Python script processes the dataset, while Cohere API generates embeddings for cosine similarity. Accurate answers are quickly retrieved for user queries.

AITeam

Cohere

Qdrant

MedAI

SUMMARY :: Imagine having a friendly and knowledgeable partner who can answer your questions in a conversational way, tailoring responses based on your specific interests and needs only - SYSTEMiX is your partner - a personal assistant for all things about systems innovation. 
Engage with complex topics through a user-friendly chatbot interface, drawing from the vast knowledge of the Vectara AI database.
This responsive chatbot sparks short conversations on Systems Thinking, Systems Theory, Systemic Design, and Systems Innovation based on your specific data. Utilizing AI Retrieval Augmented Generation (RAG) technology, this app indexes and queries information from an uploaded corpus in the Vectara database. 


SUMMARY :: Imagine having a friendly an.d knowledgeable partner who can answer your questions in a conversational way, tailoring responses based on your specific interests and needs only - SYSTEMiX is your partner

AIR Rider

OpenAI is an AI research and deployment company

OpenAI

RAG-as-a-service API-driven generative AI platform.

Vectara

Unstructured IO

Discover the power of Together AI and empower AI innovation together!

Together AI

LlamaIndex connects data sources to large language models, providing tools to ingest, index, and query data for building powerful AI apps augmented by your knowledge.

LlamaIndex

SYSTEMiX ChatBot 

Introducing a cutting-edge personal assistant designed to revolutionize the support and care for individuals living with diabetes. Leveraging state-of-the-art research and advanced technologies, this personal assistant is poised to enhance the quality of life for diabetic patients by providing accurate, relevant, and personalized information while minimizing the risks of misinformation.

A personal assistant updated with state-of-the-art research surrounding Diabetes, to enhance Diabetic patients' quality of life by summarizing important information while minimizing misinformation. RAG chatbot combining semantic search with vector database, keyword databases, and summary index.

RAG powered chatbot to enhance a Diabetes patient's life.

SpaceCats

Empowering AI enthusiasts with cutting-edge Mistral AI models.

Mistral AI

Chroma is an AI-native open-source embedding database. The fastest way to build Python or JavaScript LLM apps with memory

Chroma

Snowflake

Crafting compelling social media copy is a cornerstone of modern marketing strategies, particularly for large brands with substantial online presence. Yet, this essential task can become burdensome as brands churn out a constant stream of content, requiring both creativity and strategic alignment with brand values. Herein lies an opportunity for AI to assist, albeit with certain limitations.

Traditional generative AI, while capable of generating text, often lacks the contextual understanding necessary to produce copy that authentically reflects a brand's identity. This limitation poses a challenge for marketers seeking precise alignment between their brand values and the content they distribute across social media platforms.

A social media post generator with RAG ai - myneflow

myneflow

myneflow marketing ai

 Dr. Green, a 

revolutionary project that leverages the power of AI 
to bridge the communication gap between humans 
and plants. Dr. Green empowers everyone to become 
a plant whisperer, fostering a healthier and more 
sustainable relationship with the natural world
by Leverages Gemini Pro Vision, Vectara and a state-of-the-art AI model for 
image analysis.
• Analyzes plant images to identify diseases, deficiencies, and 
stress factors.
• Provides clear diagnoses and suggests actionable treatment 
options.

 Dr. Green, a 
revolutionary project that leverages the power of AI 
to bridge the communication gap between humans 
and plants. Dr. Green empowers everyone to become 
a plant whisperer, fostering a healthier and more 
sustainable relationship with the natural world
by Leverages Gemini Pro Vision, Vectara and a state-of-the-art AI model for 
image analysis.
• Analyzes plant images to identify diseases, deficiencies, and 
stress factors.
• Provides clear diagnoses and suggests actionable treatment 
options.


With  Dr Green you can talk and hear to you plant . So no more dead plants!

Dr Green

Large language models (LLMs) have transformed the way we approach machine learning and artificial intelligence. These models are incredibly powerful, but their true potential lies in their ability to work in harmony with other sources of data and computation. This library has been developed to assist developers in building applications that combine LLMs with other technologies, allowing them to create truly intelligent and innovative products.

LangChain

Langchain

Explore Gemini, Google DeepMind's most advanced AI model, blending multimodality and high efficiency.

Gemini AI

Discover Alphabet Inc.'s gem: Google LLC! A global multi-tech marvel offering internet-focused services – search engines, online ads, cloud prowess, software savvy, and hardware innovation.

Google

Using Vectara and Llamaindex we process tabular data using multiple models to get extremely accurate recommendations. Our solution can scrape product information from any e-commerce platform such as Amazon, Walmart, eBay, etc., and use RAG to incorporate customer-specific preferences to find out the best suitable products for price, features, ratings, etc. 
The solution facilitates the hybrid search mechanism i.e. keyword as well as semantic search capabilities. It also supports summarization for products e.g. concerning sales, trends, revenue, etc.
The next steps are using a voice-enabled chatbot, and an alerting mechanism with product search across internet. 

The idea is to compare products on Amazon with respect to price, ratings, and customer preferences.

MedAI

SYSTEMiX ChatBot

Snowflake

myneflow marketing ai

Dr Green

Shop GINI

SYSTEMiX ChatBot

Snowflake

myneflow marketing ai

Dr Green

Shop GINI