A package that can be used to create RAGs with a single line of code.
Project description
Ragasas (Retrieval Augmented Generation as Software as a Service)
Example Usage:
from ragasas import Ragasas
# Data prep
openai_api_key = "YOUR_OPENAI_API_KEY"
data = [
"Ragasas streamlines the RAG (Retrieval Augmented Generation) development process.",
"Ragasas is a Python package.",
"Ragasas was created by Eric Gustin.",
]
retriever_message = "Searches and returns documents regarding Ragasas."
system_message = "You are a helpful chatbot who is tasked with answering questions about Ragasas. Assume all questions are about Ragasas."
# Use Ragasas
ragasas = Ragasas(
openai_api_key,
data,
retriever_message,
system_message,
embedding_model="text-embedding-ada-002",
llm_model="gpt-3.5-turbo",
)
response = ragasas.ask("What is Ragasas?")
print(response["output"])
# Response: Ragasas is a Python package created by Eric Gustin. It streamlines the RAG (Retrieval Augmented Generation) development process.
Project details
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