🤖 LLM-powered Telegram bot for parsing and summarizes PubMed meta-analysis and systematic reviews

🧑‍💻 Telegram bot API connected with Google AI API (Gemini 1.5 Pro) for search and summarizing free full-text PubMed articles.

🌐 Live demo: https://t.me/pubmed_summary_bot (First message trigger deploying the service so first responce might requires a few seconds)

🧠 Main Logic:

• Start chat with user
• Request query and when it's entered, perform search in PubMed for free full-text articles with meta-analyses and systematic reviews
• Parsing PubMed search results and return in a telegram poll format
• Take the user's vote results with selected articles and start grabbing texts from the articles
• Send results to Gemini-LLM for summarization with a prepared prompt
• Take summaries from Gemini, format them, and return them to the chat

🫀 Stack:

• asyncio - Telegram bot API async wrapper
• BeautifulSoup - For parsing HTML with search results and articles from pubmed.ncbi.nlm.nih.gov
• google.generativeai - Google API for summarizing with Google's LLM model Gemini
• Google Cloud Run - Serverless deployment