Free Python AI Chatbot Tutorial: Text Summarizer with Google Gemini & OpenAI

Free Resources & Code 🔥 Access here: https://drive.google.com/drive/folders/1fKdRQ2zSX86B50vEOplstwE77tboIrrf?usp=sharing

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Unlock the power of Large Language Models (LLMs)! This step-by-step Python tutorial (originally recorded in 2023) guides you through building your own AI chatbot from scratch, focusing on a practical text summarization project.
🤖 What you'll learn & build:
- Simple Chatbot Foundation: Understand the basics of chatbot creation using Python.
- Google Gemini API (Formerly Bard API): Leverage the powerful and FREE (for many use cases) Google Gemini API to power your chatbot. We'll show you how to get and use the API key. Note: The video refers to the "Bard API," which is now integrated into the Google Gemini family of models. The principles and setup remain highly relevant!
- Custom Text Summarizer: Apply your skills to build a chatbot that can summarize PDF documents (like research papers or books). We use "Attention Is All You Need" as an example.
- OpenAI API (ChatGPT) Overview: Get a brief introduction to integrating the OpenAI API for similar tasks, understanding its capabilities and considerations.
- Python Libraries: Work with essential Python libraries for API interaction and PDF processing (like bardapi (now google-generativeai), pypdf).
- Google Colab: Follow along easily using Google Colab for a hassle-free coding environment.

💡 Perfect for:
- Python developers looking to explore Generative AI.
- Students wanting a hands-on LLM project.
- Anyone curious about building custom AI applications with free tools.
- Beginners in AI and chatbot development.

🚀 Take your Python skills to the next level by building practical AI applications! We cover setting up your environment, making API calls, processing text from PDFs, and structuring your chatbot logic.
Chapters:
0:00 - Intro: Build your own Chatbot
0:32 - What We'll Build (Simple Chatbot, Custom Text Summarizer)
0:58 - Why Google Bard (Gemini) API? (Free!)
1:26 - Requirements: IDE (Google Colab) & API Keys
1:51 - Project Setup & Code Overview (Google Drive)
2:24 - Google Colab Notebook Walkthrough
2:48 - Setting up Bard (Gemini) API Environment & Key
3:48 - Simplest Chatbot with Bard (Gemini) API
4:54 - Custom Chatbot: Text Summarizer
5:06 - Installing PyPDF & Reading PDFs
5:58 - Handling Bard (Gemini) API Prompt Length Limits
7:35 - Building the Text Summarizer Logic
9:11 - (Briefly) Chatbot with ChatGPT API
9:52 - Conclusion & Next Steps
#Python #AIChatbot #GoogleGemini #OpenAI #ChatGPT #TextSummarization #LLM #GenerativeAI #PythonProjects #DataScience #MachineLearning #Tutorial #FreeAI

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Reference Links 🔥
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👉 ChatGPT: https://chat.openai.com
👉 Google Bard: https://gemini.google.com
👉 ChatGPT API Blog Link: https://www.analyticsvidhya.com/blog/2023/05/create-book-summarizer-in-python-with-gpt-3-5-in-10-minutes/

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Видео Free Python AI Chatbot Tutorial: Text Summarizer with Google Gemini & OpenAI канала Analytics Vidhya