  
<h1 align = "center">🔥LLM4GPT 为大模型而生🔥</h1>
---
# Install
```python
pip install -U llm4gpt
```
# [Docs](https://jie-yuan.github.io/llm4gpt/)
# Usages
```python
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
- [x] 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.
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