Create a Python package.
Project description
🔥ChatLLM🔥
Install
pip install -U llm4gpt
Docs
Usages
from chatllm.qa import QA
from chatllm.kb import FaissANN
from chatllm.chatllm import ChatLLM
from chatllm.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 ChatDocument-2023.4.25.9.50.0.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | f1021204045711df96b29a72ad938f286f93e1d7e4929645211b7cc76d2685ba |
|
MD5 | 98a57067a378c0eb5eefdec363791150 |
|
BLAKE2b-256 | 3a4398867a57a33ac897b68aa7b449fe0ff46a61f262bf35a8d9e5ca419bf008 |
Close
Hashes for ChatDocument-2023.4.25.9.50.0-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 2f0da819db6ecbe9fee7751ba494345db75a70552b71e2c1dc01c9837a15d355 |
|
MD5 | a37076baf7bd07269392561f06d5cfdb |
|
BLAKE2b-256 | 1aa060d9131aac83fd1f92f5f16213adbd947d66a0ed96eb50998d6d2d023e6e |