Create a Python package.
Project description
🔥LLM4GPT 为大模型而生🔥
Install
pip install -U llm4gpt
Docs
Usages
from llm.qa import QA
from llm.utils import llm_load
from llm.chatllm import ChatLLM
from llm.kb.FaissANN import FaissANN
from meutils.pipe import *
# 解析知识库
texts = []
metadatas = []
for p in Path('data').glob('*.txt'):
texts.append(p.read_text())
metadatas.append({'source': p})
# 文档向量化
faissann = FaissANN(model_name_or_path="shibing624/text2vec-base-chinese")
faissann.add_texts(texts, metadatas)
# 构建pipeline
model, tokenizer = llm_load(model_name_or_path="THUDM/chatglm-6b", device='cpu')
glm = ChatLLM()
glm.chat_func = partial(model.chat, tokenizer=tokenizer)
qa = QA(glm, faiss_ann=faissann.faiss_ann)
qa.get_knowledge_based_answer('周杰伦在干吗')
qa.get_knowledge_based_answer('姚明住哪里')
TODO
-
增加UI
-
增加本地知识库组件
-
增加互联网搜索组件
-
增加知识图谱组件
-
增加微调模块
-
增加流式输出
======= History
0.0.0 (2023-04-11)
- First release on PyPI.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
llm4gpt-2023.4.20.19.30.9.tar.gz
(20.4 kB
view hashes)
Built Distribution
Close
Hashes for llm4gpt-2023.4.20.19.30.9.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | df22ba19fc9061323ea67b062756ba98b984efc9ae8e51317f114f0595ec0642 |
|
MD5 | f42ec98074c14df5aab40183261aecc4 |
|
BLAKE2b-256 | a3a02428f9a12d3f3c6c3106ce549a469569db1f41a85fc77c5eef9e8dd1208a |
Close
Hashes for llm4gpt-2023.4.20.19.30.9-py2.py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ab53fa2be6cdc3ec3bfd8aa3ebc381e1a9318029f5685881353c1fb1c51640cb |
|
MD5 | 80da7884e68eed028503fe2697793786 |
|
BLAKE2b-256 | 7dfe34e38e9d4078c59f529b4d30369d6d4084083ee6fb8574064c9903bee7d8 |