telegram-search — What is it?

Telegram Search is an open-source tool designed to export and perform fuzzy searching on Telegram chat histories, enhancing accessibility and efficiency in managing large volumes of messages.

⭐ 3,904 Stars 🍴 250 Forks TypeScript AGPL-3.0 Author: groupultra
Source: per README View on GitHub →

Why it matters

Telegram Search is gaining attention due to its ability to address the challenge of searching through extensive chat histories in Telegram, which can be cumbersome. It fills this gap with its powerful local tokenization and vector search capabilities, offering a unique solution for users who need to efficiently retrieve messages. The project stands out for its integration of AI-driven features like smart message summarization and AI assistant conversations.

Source: Synthesis of README and project traits

Core Features

Export and Backup

Supports exporting chat histories to various databases like PGlite and PostgreSQL, with automatic backup of media resources to MinIO object storage. It includes vector embedding and tokenization for efficient retrieval.

Source: per README
Chat History Search

Features automatic intelligent tokenization, multi-language support, and a combination of fuzzy matching and vector semantic search for enhanced search efficiency. It also includes image semantic search and RAG-based intelligent question answering.

Source: per README
Telegram Bot

Enables searching and exporting messages through a Telegram Bot, with deep link jumps to original conversations.

Source: per README
Advanced Features

Includes smart summary of unread messages, date range filtering, and right-click menu jumps to original Telegram messages, supporting mobile devices.

Source: per README

Architecture

The architecture suggests a modular design with clear separation of concerns. Key components include a server for handling backend operations, a web interface for user interaction, and integration with databases and object storage. The use of Docker for deployment indicates a containerized and potentially scalable architecture.

Source: Code tree + dependency files

Project Knowledge Graph

Knowledge graph: project (center) + core features (inner hexagons) + key dependencies (outer chips) @dotenvx/dotenvx@dotenvx/doten… @guiiai/logg drizzle-kit Export and Backup Chat History Search Telegram Bot Advanced Features telegram-search Project Core feature Key dependency

Center: project; inner ring: core feature modules; outer ring: key dependencies. Auto-generated from core_features and tech_stack.key_deps.

Tech Stack

LanguageTypeScriptFrameworkNot explicitly stated, but likely using Node.js for server-side operations and a web framework for the frontend
@dotenvx/dotenvx@guiiai/loggdrizzle-kit
Docker
Source: Dependency files + code tree

Quick Start

1. New directory for Telegram Search: `mkdir telegram-search && cd telegram-search` 2. Download Docker Compose file and start services: `curl -L https://raw.githubusercontent.com/groupultra/telegram-search/refs/heads/main/docker/docker-compose.yml -o docker-compose.yml && curl -L https://raw.githubusercontent.com/groupultra/telegram-search/refs/heads/main/docker/.env.example -o .env && docker compose -f docker-compose.yml up -d` 3. Access the application at `http://localhost:3333`
Source: README Installation/Quick Start

Use Cases

Telegram Search is suitable for individuals and organizations that need to manage and search through large volumes of Telegram messages efficiently. It is useful for personal backup and retrieval of chat histories, as well as for professional use cases such as customer service and team communication.

Source: README

Strengths & Limitations

Strengths

  • Strength 1: Offers a comprehensive solution for managing and searching Telegram chat histories.
  • Strength 2: Integrates AI-driven features for enhanced search capabilities and user experience.

Limitations

  • Limitation 1: Limited to Telegram platform.
  • Limitation 2: May require technical knowledge for setup and configuration.
Source: Synthesis of README, code structure and dependencies

Latest Release

v1.2.5 (2026-04-10): Added chat type filter to search dialog.

Source: GitHub Releases

Verdict

Telegram Search is a valuable tool for anyone needing efficient management and retrieval of Telegram chat histories. Its integration of AI features and ease of use make it particularly suitable for users with a need for advanced search capabilities and data organization.

Source: Synthesis
Transparency Notice
This page is auto-generated by AI (a large language model) from the following public materials: GitHub README, code tree, dependency files and release notes. Analyzed at: 2026-05-24 14:18. Quality score: 85/100.

Data sources: README, GitHub API, dependency files