LilaShiba / ed_tech_research

NLP research into Generative AI

🌌 Ed Tech Research: AI Agent 🚀

Welcome to the Ed Tech Research AI Agent repository! Dive into the universe of educational technology and explore the magic of AI. 🪐

🐶 Features 🐾

• Agent Class: The main AI agent that's ready to fetch knowledge from any document. 📜✨
• Encoder: A magical tool that transforms documents into a format the AI can understand. 🧙‍♀️🔮
• NewCourse: Create courses from various document formats like PDF, TXT, CSV, and HTML. 📚🌠

🧹 Usage 🌙

1. Initialize the Agent with a name and path.
2. Use the new_course method to create docs and embeddings.
3. Chat away with the chat method. ac

🌌 Modules 🚀

• Dual Encoder Module: Handles the encoding of documents for a given course.
• NewCourse: Manages the creation and handling of courses.
• Chat Bot: Manages chat with LLM
• Agent: A single NLP Agent cabable of Corpus, COT, or both
• Agent Pack: Several Agents as one!
• Metrics: Measure diversity in an agent or pack

🧙‍♀️ Magic Behind the Scenes 🌟

• SentenceTransformerEmbeddings: Transforms sentences into magical vectors.
• Chroma: A mystical storage for our document vectors.
• OpenAIEmbeddings: Harness the power of OpenAI for embeddings.

🐾 Join the Adventure! 🌌

Feel free to contribute, suggest improvements, or embark on this space journey with us!