document-retrieval

The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.

Knolo turns documents into a verifiable Knowledge Image (.knolo): one portable file you can mount, query, and prove. Deterministic retrieval, cryptographic roots, fail-closed verification. Local-first. No vector DB required.

Confidential local RAG for your coding agents.

Windows presenter copilot with protected overlay, local document retrieval, editable system-audio transcription, grounded AI answers, and privacy-first controls.

Visual PDF search with ColPali vision embeddings — no OCR. Renders PDF pages to images, embeds them with ColPali, indexes with FAISS, and returns the matching page for a natural-language query. Next.js + FastAPI sample storing every page, embedding, and index on Backblaze B2 (S3-compatible).

VERITAS — the AI forensic auditor. Reads 100% of a company's books, works every lead through a two-round retrieval loop, and files a cited fraud examination only when two model families agree. VultronRetriever + Qwen + NVIDIA Nemotron, all on Vultr Serverless Inference. RAISE 2026.

A LangGraph-orchestrated workspace for undergraduate physics, combining bilingual tutoring, original practice generation, multi-provider models, and private document-grounded retrieval.

Turn local files into versioned evidence in DeepSeek Harness: composer upload, private local retrieval, and coordinate-exact PDF/DOCX/XLSX/PPTX reads.

A full-stack, cloud-ready AI assistant featuring Retrieval-Augmented Generation (RAG) for document analysis, complex math evaluation, and persistent memory. Built with React, FastAPI, ChromaDB, and the lightning-fast Google Gemini API.