ollama/examples/langchain-python-rag-websummary/main.py
2024-09-25 11:11:22 -07:00

12 lines
398 B
Python

from langchain_community.llms import Ollama
from langchain_community.document_loaders import WebBaseLoader
from langchain.chains.summarize import load_summarize_chain
loader = WebBaseLoader("https://ollama.com/blog/run-llama2-uncensored-locally")
docs = loader.load()
llm = Ollama(model="llama3.2")
chain = load_summarize_chain(llm, chain_type="stuff")
result = chain.invoke(docs)
print(result)