YAML-based LLM configuration and execution
Project description
YAMLLM
A Python library for YAML-based LLM configuration and execution.
Installation
pip install yamllm-core
Quick Start
from yamllm import LLM
import os
# Initialize LLM with config
llm = LLM(config_path="path/to/config.yaml")
llm.api_key = os.environ.get("OPENAI_API_KEY")
# Make a query
response = llm.query("What is the meaning of life?")
print(response)
Configuration
YAMLLM uses YAML files for configuration. Set up a .config file to define the parameters for your LLM instance. This file should include settings such as the model type, temperature, maximum tokens, and system prompt.
Example configuration:
model: gpt-4-turbo-preview
temperature: 0.7
max_tokens: 500
system_prompt: "You are a helpful AI assistant."
Place the .config file in your project directory and reference it in your code to initialize the LLM instance.
Example configuration:
model: gpt-4-turbo-preview
temperature: 0.7
max_tokens: 500
system_prompt: "You are a helpful AI assistant."
Features
- YAML-based configuration
- Simple API interface
- Customizable prompt templates
- Error handling and retry logic
License
MIT License
Project details
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