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-2023.4.21.19.25.3.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2c5cbc8a2110ff17aca101c804b3a7da35a1aa9f3e0dc2e10854fb4f8b2f1cd5 |
|
MD5 | 581b458a8e7d710bf348eac4f5e4c9b6 |
|
BLAKE2b-256 | 194a3f0c537b5566efb97f0f83ee225f4d08b3250f2b8ff027da0fbc12d66dfa |
Close
Hashes for llm4gpt-2023.4.21.19.25.3-py2.py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 43a2474bc5bfc11f4a44113fbfdd698ca2f0cc8534d10de31929ed56a983c967 |
|
MD5 | d7bd9b443a190cfa99638545ab2ec107 |
|
BLAKE2b-256 | 3cde7203786df97ac44978dba15ff2cb19172312d89e2203367346a9b8df5f21 |