🤖 Python Automation

Gmail → Telegram Summarizer

📅 Feb 2026 🏆 Personal Productivity Tool 📂 GitHub Repository

Overview

Automatically scans your Gmail inbox based on keywords and senders, generates concise AI summaries, and delivers a daily digest directly to your Telegram account. Designed to reduce inbox clutter and keep you updated efficiently.

🎯 Goal: Transform raw email streams into structured, easily digestible summaries on Telegram.

How it Works

Fetch Gmail messages using the official Gmail API
Filter emails by configurable keywords and sender addresses
Generate concise summaries using an LLM
Send daily digests to your Telegram account automatically

Key Features

Unlimited keyword and source configuration
Low-cost summarization compatible with Deepseek models
Daily scheduled runs via cron or daemon mode
Optional web-based configuration interface
Structured logging and per-keyword archives

Example

Below is a real-world example using a daily digest from The LINGUIST List:

Original Email (Excerpt)

LINGUIST List Summary: Issues Posted on Tue Feb 03 2026

Moderator: Steven Moran (linguist at linguistlist.org)
Managing Editor: Valeriia Vyshnevetska
Team: Helen Aristar-Dry, Mara Baccaro, Daniel Swanson
Jobs: jobs at linguistlist.org | Conferences: callconf at linguistlist.org | Pubs: pubs at linguistlist.org

Homepage: http://linguistlist.org


37.455, Confs: 21st Annual Meeting of Slavic Linguistics Society (Korea, South)

    From:    SLS 21 - The 21st Annual Meeting of the Slavic Linguistics Society 
    Subject: 21st Annual Meeting of Slavic Linguistics Society

http://linguistlist.org/issues/37/455

37.456, Jobs: Computational Linguistics, Text/Corpus Linguistics: W 3-Professorship for Digital Humanities, University of Freiburg

    From:    Prof. Dr. Achim Rabus 
    Subject: Computational Linguistics, Text/Corpus Linguistics: W 3-Professorship for Digital Humanities, University of Freiburg

http://linguistlist.org/issues/37/456

37.457, Confs: 9th International Conference on Theoretical and Applied Linguistics Structure, Use, and Meaning (Romania)

    From:    Razvan SAFTOIU 
    Subject: 9th International Conference on Theoretical and Applied Linguistics Structure, Use, and Meaning

http://linguistlist.org/issues/37/457

37.458, Confs: 59th Annual Conference of the British Association for Applied Linguistics (United Kingdom)

    From:    Stephen Pihlaja 
    Subject: 59th Annual Conference of the British Association for Applied Linguistics

http://linguistlist.org/issues/37/458

37.459, Confs: International Symposium on Tourism, Communication, and Translation (United Kingdom)

    From:    Gloria Cappelli 
    Subject: International Symposium on Tourism, Communication, and Translation

http://linguistlist.org/issues/37/459

37.460, Calls: 8th Middlesex Roundtable on Signs, Language and Communication (United Kingdom)

    From:    Sinéad Kwok 
    Subject: 8th Middlesex Roundtable on Signs, Language and Communication

http://linguistlist.org/issues/37/460

37.461, Confs: Workshop at 10th International Symposium of Linguistics: The Grammar of Spoken Language (Romania)

    From:    Cecilia Mihaela Popescu 
    Subject: Workshop at 10th International Symposium of Linguistics: The Grammar of Spoken Language

http://linguistlist.org/issues/37/461

37.462, Calls: 31st University of Texas at Arlington Student Conference in Linguistics and TESOL (USA)

    From:    Duaa Makhoul 
    Subject: 31st University of Texas at Arlington Student Conference in Linguistics and TESOL

http://linguistlist.org/issues/37/462

37.463, Confs: Satellite Workshop at LabPhon20 - Whistled Languages of the World: Phonetic, Phonological, and Neurocognitive Insights into an Alternative Speech Modality (Canada)

    From:    Michela Russo 
    Subject: Satellite Workshop at LabPhon20 - Whistled Languages of the World: Phonetic, Phonological, and Neurocognitive Insights into an Alternative Speech Modality

http://linguistlist.org/issues/37/463

37.464, Calls: Workshop on Aspect and Argument Structure of Adverbs/Adjectives and Prepositions/Participles (France)

    From:    Patricia Cabredo Hofherr 
    Subject: Workshop on Aspect and Argument Structure of Adverbs/Adjectives and Prepositions/Participles

http://linguistlist.org/issues/37/464

37.465, Calls: 23rd Meeting of the French Phonology Network / 23èmes Rencontres du Réseau Français de Phonologie (France)

    From:    Xiaoliang Luo 
    Subject: 23rd Meeting of the French Phonology Network / 23èmes Rencontres du Réseau Français de Phonologie

http://linguistlist.org/issues/37/465

37.466, Calls: Workshop at LREC 2026: Learning Non-Literal Expressions with Small Data (Spain)

    From:    Markus Egg 
    Subject: Workshop at LREC 2026: Learning Non-Literal Expressions with Small Data

http://linguistlist.org/issues/37/466

37.467, Calls: 6th Experimental Pragmatics in Italy Conference (Italy)

    From:    Luca Bischetti 
    Subject: 6th Experimental Pragmatics in Italy Conference

http://linguistlist.org/issues/37/467

37.468, Calls: Language Issues: A Young Scholars’ Perspective 2026 (Russia)

    From:    Tatiana Davidyuk 
    Subject: Language Issues: A Young Scholars’ Perspective 2026

http://linguistlist.org/issues/37/468

37.469, Summer Schools: Digital Humanities and Digital Communication: Managing Uses (and Misuses) of AI (Italy)

    From:    Prof. Silvia Cavalieri 
    Subject: Digital Humanities and Digital Communication: Managing Uses (and Misuses) of AI

http://linguistlist.org/issues/37/469

37.470, Confs: 31st LIPP Symposium (Germany)

    From:    Nicole Benker 
    Subject: 31st LIPP Symposium

http://linguistlist.org/issues/37/470

37.471, Summer Schools: 11th Naxos Summer School on Diachronic Linguistics: Theoretical and Computational Approaches to Diachronic Linguistics (Greece)

    From:    Nikolaos Lavidas 
    Subject: 11th Naxos Summer School on Diachronic Linguistics: Theoretical and Computational Approaches to Diachronic Linguistics

http://linguistlist.org/issues/37/471

37.472, FYI: LAGB Applying for a PhD - Weighing Your Options

    From:    Mo Alshahrani 
    Subject: LAGB Applying for a PhD - Weighing Your Options

http://linguistlist.org/issues/37/472

37.473, Calls: Critical Inquiry in Language Studies - "Special Issue: Critical Inquiry into Trans-speakerism" (Jrnl)

    From:    Takaaki Hiratsuka and Luis Javier Pentón Herrera 
    Subject: Critical Inquiry in Language Studies - "Special Issue: Critical Inquiry into Trans-speakerism" (Jrnl)

http://linguistlist.org/issues/37/473

37.474, FYI: METAGRAM Seminar Series on Questions of Grammar-Writing (Hybrid Mode)

    From:    Yvonne Treis 
    Subject: METAGRAM Seminar Series on Questions of Grammar-Writing (Hybrid Mode)

http://linguistlist.org/issues/37/474


**********************   LINGUIST List Support   ***********************
Please consider donating to the Linguist List, a U.S. 501(c)(3) not for profit organization:

https://www.paypal.com/donate/?hosted_button_id=87C2AXTVC4PP8

LINGUIST List is supported by the following publishers:

Bloomsbury Publishing http://www.bloomsbury.com/uk/

Cambridge University Press http://www.cambridge.org/linguistics

Cascadilla Press http://www.cascadilla.com/

De Gruyter Brill https://www.degruyterbrill.com/?changeLang=en

Edinburgh University Press http://www.edinburghuniversitypress.com

John Benjamins http://www.benjamins.com/

Language Science Press http://langsci-press.org

Lincom GmbH https://lincom-shop.eu/

MIT Press http://mitpress.mit.edu/

Multilingual Matters http://www.multilingual-matters.com/

Narr Francke Attempto Verlag GmbH + Co. KG http://www.narr.de/

Netherlands Graduate School of Linguistics / Landelijke (LOT) http://www.lotpublications.nl/

Peter Lang AG http://www.peterlang.com

SIL International Publications http://www.sil.org/resources/publications


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Telegram Summary

📚 LINGUIST Summary

LINGUIST List 每日摘要 2026年2月3日 关键点总结

1. 主要涵盖主题
• 学术会议
• 职位招聘
• 征文启事
• 暑期学校

2. 各主题摘要
• 学术会议
1. 第21届斯拉夫语言学学会年会 地点 韩国 [详情](http://linguistlist.org/issues/37/455)
2. 第9届理论与应用语言学国际会议 地点 罗马尼亚 [详情](http://linguistlist.org/issues/37/457)
3. 英国应用语言学协会第59届年会 地点 英国 [详情](http://linguistlist.org/issues/37/458)
4. 旅游 传播与翻译国际研讨会 地点 英国 [详情](http://linguistlist.org/issues/37/459)
5. 口语语法研讨会 地点 罗马尼亚 [详情](http://linguistlist.org/issues/37/461)
6. LabPhon20卫星研讨会 主题 世界哨语 地点 加拿大 [详情](http://linguistlist.org/issues/37/463)
7. 第31届LIPP研讨会 地点 德国 [详情](http://linguistlist.org/issues/37/470)

• 职位招聘
1. 计算语言学 文本语料库语言学 德国弗莱堡大学数字人文W3教授职位 [详情](http://linguistlist.org/issues/37/456)

• 征文启事
1. 第8届米德尔塞克斯符号 语言与传播圆桌会 地点 英国 [详情](http://linguistlist.org/issues/37/460)
2. 第31届德克萨斯大学阿灵顿分校语言学与TESOL学生会议 地点 美国 [详情](http://linguistlist.org/issues/37/462)
3. 副词形容词与介词分词体的体与论元结构研讨会 地点 法国 [详情](http://linguistlist.org/issues/37/464)
4. 第23届法国音系学网络会议 地点 法国 [详情](http://linguistlist.org/issues/37/465)
5. LREC 2026研讨会 主题 小数据学习非字面表达 地点 西班牙 [详情](http://linguistlist.org/issues/37/466)
6. 第6届意大利实验语用学会议 地点 意大利 [详情](http://linguistlist.org/issues/37/467)
7. 语言问题 青年学者视角2026 地点 俄罗斯 [详情](http://linguistlist.org/issues/37/468)

• 暑期学校
1. 数字人文与数字传播 管理AI的使用与误用 地点 意大利 [详情](http://linguistlist.org/issues/37/469)

Who This is For

Developers overwhelmed by mailing lists
Researchers tracking conferences and calls for papers
Anyone who wants signal instead of inbox noise

Tech Stack

Python Gmail API Telegram Bot LLM Cron / Daemon Logging

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