PoC with LangChain wrapper and a webapp to chat with vector store #216
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Added a proof of concept LangChain wrapper for ChatGLM model. Added a streamlit based interface to chat with a vector store. ( in this case, OpenAI related wiki pages within two degree of separation, stored in FAISS)
- Add front end for Climate book - dynamic bot description -
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1 task
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虽然可以联网了，这很好，但是我要是有买openaiapikey的钱也不至于用chatglm还得int4 |
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后续可不可以出在百度 or bing这种不要key的上面检索 |
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@zx2021 langchain是可以用huggingface model作embedding的 |
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好活！ |
This was referenced Mar 29, 2023
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@zx2021 需要基于全开源模型的实现可以看一下这个 imClumsyPanda/langchain-ChatGLM 受这个 pull request 启发搞出来的 |
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基于这个思路实现的平台：https://github.com/l15y/wenda |
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可以不可以爬一下github或者gitee，充实模型的代码能力，作为代码辅助工具可以更强？ |
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新的webapp demo! 稍微功能复杂些的版本.
增加了一个实验版的ChatGLM LangChain wrapper. (用custom llm让ChatGLM能用在各类LangChain里)
增加了一个用Streamlit写的vectorstore based Chat. (搜索和选取wiki article作为context来chat)
运行后如图
(提供两个模式, 正常聊天的 Chat 和 与wiki source聊天的 AI Wikipedia Agent)