LexiFinder

LexiFinder is a tool to generate analytic indexes from documents automatically. Given one or more source documents and a set of keywords, it extracts all nouns, compares them semantically to the keywords using a pretrained NLP model, and produces a structured, hierarchical index ready to be included in a book or manuscript.

LexiFinder works in two ways: as a command-line tool for scripting, automation, and batch processing, and as a graphical application for a guided, point-and-click experience. Both interfaces share the same underlying engine and support the same features.

Supported input formats are PDF, DOCX, and ODT. The index can be exported as plain text, JSON, CSV, or HTML.

Features

Automatically generates analytic indexes from PDF, DOCX, and ODT documents
Semantic analysis finds related terms even when keyword is absent
Two-level hierarchical index: main keywords and semantically related sub-entries
Three-levl hybrid mode with automatic sub-grouping
Fully automatic indexing modes require no keywords
Marks DOCX and ODT files with index entry fields for Word and LibreOffice
Batch mode processes entire folders in a single run
Exports to plain text, HTML, JSON, CSV
Supports English, Italian, French, German and Spanish
Reusable JSON configuration files for multi-chapter projects
Built-in model manager to download and delete language models
Command-line interface for scripting and automation
Dark and light theme support
Free and open source (GPLv3

Project Samples

Project Activity

See All Activity >

License

GNU General Public License version 3.0 (GPLv3)

Follow LexiFinder

LexiFinder Web Site

Other Useful Business Software

Full-stack observability with actually useful AI | Grafana Cloud

Our generous forever free tier includes the full platform, including the AI Assistant, for 3 users with 10k metrics, 50GB logs, and 50GB traces.

Built on open standards like Prometheus and OpenTelemetry, Grafana Cloud includes Kubernetes Monitoring, Application Observability, Incident Response, plus the AI-powered Grafana Assistant. Get started with our generous free tier today.

Create free account

Rate This Project

User Reviews

Be the first to post a review of LexiFinder!

Additional Project Details

Operating Systems

Linux, Windows

Intended Audience

Education

User Interface

Command-line, Project is a user interface (UI) system

Programming Language

Python

Related Categories

Python Natural Language Processing (NLP) Tool

Registered

2025-07-22

Similar Business Software

LM-Kit.NET

LM-Kit.NET is a cutting-edge, high-level inference SDK designed specifically to bring the advanced capabilities of Large Language Models (LLM) into the C# ecosystem. Tailored for developers working within .NET, LM-Kit.NET provides a comprehensive suite of powerful Generative AI tools, making...

See Software
Google AI Studio

Google AI Studio is a unified development platform that helps teams explore, build, and deploy applications using Google’s most advanced AI models, including Gemini 3. It brings text, image, audio, and video models together in one interactive playground. With vibe coding, developers can use...

See Software
kama.ai

A Responsible AI Agent platform providing accurate, accountable, and safe AI for your organization. As a Composite (hybrid) platform, it combines Knowledge Graph AI, governed Generative AI, and Intelligent Automation technologies. This combination gives you trusted answers that are accurate...

See Software
Enterprise Bot

Enterprise Bot, based in Switzerland, is a pioneer in Conversational AI, Process Automation, and Generative AI. With the trust of esteemed enterprise giants across industries like Generali, SIX, SBB, DHL, and SWICA, Enterprise Bot is revolutionizing both customer and employee experiences....

See Software
Quaeris

Align analytics to your everyday business workflows. Your business relies on people, data and documents, but the process of using them is broken. QuaerisAI enables seamless downstream workflows across your People, Documents and Data Assets. Use natural language search on data, documents and...

See Software
Haystack

Apply the latest NLP technology to your own data with the use of Haystack's pipeline architecture. Implement production-ready semantic search, question answering, summarization and document ranking for a wide range of NLP applications. Evaluate components and fine-tune models. Ask questions in...

See Software