itmo-wad / itmo-wad/projects-2026

AI-Powered Research Assistant

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Description

**AI-Powered Research Assistant – an offline-first intelligent tool for managing, analyzing, and connecting research knowledge.**

**Problem:** Researchers and knowledge workers are overwhelmed by large volumes of documents, spending significant time searching for information instead of generating insights. Existing tools lack semantic understanding, persistent memory, and raise privacy concerns.

**Solution:** A local-first AI system that ingests and analyzes documents (PDF, DOCX, TXT, LaTeX), enabling semantic search, smart citation tracking, and knowledge graph generation. The platform provides structured insights, detects relationships across documents, and works fully offline with optional cloud support.

**Simplified cases:**

A researcher uploads multiple academic papers and instantly discovers key connections, citations, and contradictions without re-reading each document.

A knowledge worker organizes technical reports and retrieves precise insights using semantic search, while maintaining full data privacy without relying on external APIs.

**Key advantages:**
Persistent memory, intelligent citations, hybrid semantic search, unlimited knowledge base, and 100% offline capability with privacy-first architecture.

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Research direction

The issue names no files, tests, or entry points; begin by defining the first deliverable and the supported ingestion and search boundary. A complete result would need agreed scope and acceptance criteria for offline document ingestion, semantic search, citation tracking, and knowledge-graph generation, none of which are specified here.

Written by the indexing model from the issue text.

Assessment

Domain
ai, search
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Quiet
Clarity
Needs clarification
Newbie friendliness
20/100

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