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How I've created my personal AI-astrologist
- Telegram bots, with zero-friction setup, are versatile for various tasks such as support chats, weather updates, games, and more.
- Bots function by listening to the Bot API, processing user input, and generating responses through a web service.
- Improvements in Telegram bots involve employing large language models (LLMs) for intent recognition from free-form text.
- AstroGPT, a sandbox project, employs LLMs for astrology advice, registration, and generating horoscopes.
- AstroGPT's initial implementation used if-else logic for human-like interactions, and it evolved to leverage LLMs for reasoning.
- The bot's logic is structured into prompts and actions that guide the conversation flow and decision-making for personalized responses.
- Features like merging extraction of values, menu prompts for action selection, and advice prompts enhance the bot's conversational capabilities.
- Decision-making in the bot includes selecting next actions, providing advice based on user input, and summarizing results for user replies.
- Safety measures include spotting abnormal behavior with confidence scores and warning types to prevent abuse in the bot interaction.
- The use of LLM-reasoning in Telegram bot design improves conversation flow, enables handling complex queries, and enhances the human-like interaction.
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