PHIDATA - Easily Craft Autonomous AI Agents with GPT-4o!
AI Summary
Summary: Building Autonomous AI Assistants with Fi Data
- Introduction to Fi Data
- Previously covered Fi Data, an easy framework for creating autonomous AI assistants.
- Recommends watching a prior video for an in-depth look at Fi Data.
- New Upgrades and Capabilities
- Demonstrates building AI systems with memory, contextual knowledge, and action-taking abilities.
- Video demo by Fi Dataâs creator shows building agents with GPT-4, including web search and finance agents.
- Building Assistants Step by Step
- Use GPT-4 to build assistants with internet search, email, and cloud API capabilities.
- Fork and clone the Fi Data repo, specifically the âcookbook assistantsâ folder.
- Use a Python virtual environment and follow README instructions.
- Creating a Basic Assistant
- Start with a basic assistant without tools, using GPT-4 for tasks like providing recipes.
- Can switch to local models like Llama 3 if desired.
- Enhancing Assistants with Tools
- Add web search functionality using the Duco tool.
- Create a finance assistant with Yahoo Finance tool, accessing specific functions.
- Customize tools to access internal APIs or other Python code, like the Hacker News API.
- Advanced Assistant Examples
- Data analysis assistant using DuckDB for CSV and SQL queries.
- Research assistant using EXA for web searches and report generation, saving output to a file.
- Customization and Extension
- Fi Data framework is open source and customizable.
- Encourages personalization and extension of the framework.
- Resources and Further Learning
- Links to the tutorial and resources provided in the video description.
- Encourages engagement through Discord or GitHub for questions.
- Conclusion
- Highlights the ease of building AI agents with Fi Data and GPT-4.
- Invites viewers to explore and customize their own assistants.
- Reminds to subscribe, follow on Twitter, and engage with the content for updates on AI news.