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.kb import FaissANN
from llm.chatllm import ChatLLM
from llm.utils import llm_load
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
Built Distribution
Close
Hashes for llm4gpt-2023.4.21.13.56.26.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | 543e9dfe9f396f1deb788cc884200fce5fbe4ad56921446b9fe19084d660ed3f |
|
MD5 | 35c8ee8c4f8fa8107fd297b10231827a |
|
BLAKE2b-256 | bae21a022af28a720604587d137c1db1c1cebb2fcd7951ca80fdcaf44f96b6a9 |
Close
Hashes for llm4gpt-2023.4.21.13.56.26-py2.py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6ef512ec93b01d5b8708f6ec0c02e046a6c6d636729951d9236b47260c143857 |
|
MD5 | 7aec53640eede3007152351e8492abb6 |
|
BLAKE2b-256 | 9582520d1a37dc6d040fb6b193f0cb9eaaea5a7663891a7cde16c7626a38adec |