Wen Shi shiqinwen

xinqiu / bot.py

Created April 9, 2023 11:37

Creating a private data QA bot entirely using the open-source LLM project

	from langchain import PromptTemplate, LLMChain
	from langchain.document_loaders import UnstructuredHTMLLoader
	from langchain.embeddings import LlamaCppEmbeddings
	from langchain.llms import LlamaCpp
	from langchain.text_splitter import RecursiveCharacterTextSplitter
	from langchain.vectorstores.faiss import FAISS

	loader = UnstructuredHTMLLoader("langchain/docs/_build/html/index.html")
	embedding = LlamaCppEmbeddings(model_path="path/models/ggml-model-q4_0.bin")
	llm = LlamaCpp(model_path="path/models/ggml-model-q4_0.bin")

ninehills / chatpdf-zh.ipynb

Last active April 23, 2025 10:17

ChatPDF-zh.ipynb

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