A lightweight, extensible toolkit for preparing, indexing, and querying textual data for semantic search and downstream NLP tasks.
Enterprise Financial RAG microservices engine built with Spring Boot, FastAPI, PostgreSQL pgvector, AWS S3/Lambda/SQS, BAAI/bge-base-en-v1.5 embeddings, Hybrid SQL RRF search, Cross-Encoder reranking, and real-time SSE streaming UI.
A highly optimized Retrieval-Augmented Generation (RAG) engine featuring a FastAPI backend, ChromaDB semantic search, BM25 keyword search, and Cross-Encoder re-ranking.
MoneyDump: AI-powered financial wellness platform. Uses Natural Language Processing (NLP) to automate expense tracking and a Dual-RAG engine to provide expert financial coaching based on best-selling literature. Built with FastAPI, React, and ChromaDB.
CorpusFlower is a concordance and retrieval engine that lets meaning bloom from your text corpus. A local RAG workflow for scholars, researchers, clergy, and analysts β built to illuminate hidden patterns, contexts, and themes inside large collections of PDFs.
π Full-featured, self-hosted AI Chat & Persona Studio built with Laravel 13, β MariaDB, and Docker. Supports OpenAI, Claude, Gemini, OpenRouter & Ollama with β streaming SSE, RAG document Q&A, prompt engineering studio, message branching, β multi-model compare mode, and one-click PDF/HTML exports.
OmniBrain is an enterprise-grade, cost-efficient and self-hosted RAG (Retrieval-Augmented Generation) oracle for your organization. Powered by a dynamic multi-LLM routing engine and integrated with the MCP, it acts as a central brain in Slack and Web for searching, analyzing, and synthesizing facts across your workspace.
A Retrieval Augmented Generation (RAG) agent built with Google Cloud Vertex AI and the Agent Development Kit (ADK), capable of managing corpora and answering questions from documents.
ICP is an AI-assisted career preparation platform designed to help job seekers master their interview skills and optimize their professional profiles. By combining advanced AI analysis with real-world job data, ICP provides a comprehensive ecosystem for career advancement.
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