ollama/examples/langchain-python-rag-websummary/main.py

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2023-08-09 18:49:22 +00:00
from langchain.llms import Ollama
from langchain.document_loaders import WebBaseLoader
from langchain.chains.summarize import load_summarize_chain
loader = WebBaseLoader("https://ollama.com/blog/run-llama2-uncensored-locally")
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docs = loader.load()
llm = Ollama(model="llama2")
chain = load_summarize_chain(llm, chain_type="stuff")
result = chain.run(docs)
print(result)