fyodorov-llm-agents 0.0.100

Library for creating LLM-based agents with tools and RAG

Fyodorov LLM Agents

fyodorov_llm_agents is a Python library that provides tooling for creating LLM-based agents using arbitrary API providers (such as OpenAI). You can optionally provide those agents with tools (via ChatGPT style plugins) and search to perform Retrieval Augmented Generation (RAG).

This library is used in the FyodorovAI suite to create agents and provide them with tools and access to a search database.

# Importing the library
from fyodorov_llm_agents import create_agent, OpenAIProvider, Tool, DostoyevskyRAG
agent = create_agent(
    llm=OpenAIProvider(api_key="###"),
    tools = [
        Tool("https://example.com/.well-known/tool-name.json"),
    ],
    rag=[
        DostoyevskyRAG(endpoint="https://dostoyevsky.example.com"),
    ],
)

Installation

You can install fyodorov_llm_agents using pip:

pip install fyodorov-llm-agents==0.0.1