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The Vitamix POC is an AI-powered content generation platform built on **AEM Edge Delivery Services** (aem.live) with a **Google Cloud** backend. It takes natural-language user queries (e.g. "best blender for smoothies") and generates personalized product pages, recipes, and support content in real time using Server-Sent Events (SSE).
End-to-End System Handoff Document
Quick guide for experiment tracking, data versioning, and model monitoring in VibeCheck.
Carapace is a triage orchestration engine for large contribution queues. It detects similarity across pull requests and issues, selects canonical candidates, and routes noisy submissions out of maintainer focus views.
git clone <your-repo-url>
Vector RAG (Retrieval-Augmented Generation) combines vector databases with large language models to provide more accurate, contextual responses. Instead of relying solely on the LLM's training data, RAG systems:
title: 'LabelFusion: Learning to Fuse LLMs and Transformer Classifiers for Robust Text Classification'
The papers have been soreted according to the tools to that they belong, by stating them in the heading of the paper. For ex: `[1, 2, 3]`, which means the paper has 1, 2 and 3 tools ingrined in it. The picture below shows my understanding about the & tools of Causal Inference. This is the link of the paper [Seven Tools of Causal Inference with Reflections on Machine Learning](https://ftp.cs.ucla.edu/pub/stat_ser/r481.pdf)
This is a Go library that provides a unified wrapper interface for various Generative AI providers. The library allows developers to easily switch between different AI providers (like Gemini, OpenAI, Ollama) while maintaining consistent interfaces for model interactions and tool usage.
**Date**: November 2024
Kamibiki is a local, high-performance contextual search engine for git
**Problem**: Risk of memory leaks with unlimited message storage
This document outlines the phased development plan for the **ModelAtlas** project. It is designed to guide contributors, agents, and collaborators through the core goals, features, timelines, and responsibilities of the system.
**This is a living document. Update it when the system is changed**
**Status:** Draft (living document)
This repository summaries Transformer-based architectures in the Computer Vision aspect, from the very basic (classification) to complex (object detection, segmentation, few-shot learning) tasks.
Quick reference guide for understanding Qdrant collections and KiloCode workflow.
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Wiki Search is a **semantic search engine** for Wikipedia articles built on modern NLP embeddings and vector similarity search. It enables users to find relevant articles based on semantic meaning rather than keyword matching.
The "Run" phase implements **visual product search** - take a picture of an item and query the Couchbase Lite database using vector similarity to find matching products.
**Document status:** Draft (spec-driven, implementation-driving)
Description: Implementation plan and priority improvements
A comprehensive guide to get EmergentDB running locally with document ingestion and Gemini OCR.
zai is a unified Zig library for interacting with various AI provider APIs. It provides a consistent interface for chat completions, text completions, embeddings, and more across multiple providers.
