https://github.com/phidatahq/phidata

phidata

Phidata is a framework for building AI Assistants with memory, knowledge and tools.

Why phidata

Problem: LLMs have limited context and cannot take actions.

Solution: Add memory, knowledge and tools.

• Memory: Enables LLMs to have long-term conversations by storing chat history in a database.
• Knowledge: Provides LLMs with business context by storing information in a vector database.
• Tools: Enable LLMs to take actions like pulling data from an API, sending emails or querying a database.

Memory & knowledge make LLMs smarter while tools make them autonomous.

How it works

• Step 1: Create an Assistant
• Step 2: Add Tools (functions), Knowledge (vectordb) and Storage (database)
• Step 3: Serve using Streamlit, FastApi or Django to build your AI application

Installation

pip install -U phidata

Example: Assistant that can search the web

Create a file assistant.py