从目录中生成PDF文件
persist_directory = 'PDFs_How_to_build_your_carreer_in_AI'
embeddings_open = OllamaEmbeddings(model="mistral")
llm_open = Ollama( model="mistral",
verbose=True,
callback_manager = CallbackManager([StreamingStdOutCallbackHandler()]))
Langchain documentation
persist_directory = './vdb_langchain_doc_small'
Your documents
persist_directory = 'your_new_database'
vectordb = Chroma.from_documents(documents=texts,
# Chose the embedding you want to use
# embedding=embeddings_open,
embedding=embeddings_open,
persist_directory=persist_directory)
2023/11/15 08:35:22 llama.go:487: Llama runner started in 24.606090 seconds
2023/11/15 08:35:23 llama.go:430: signal: segmentation fault
2023/11/15 08:35:23 routes.go:301: embedding generation failed: POST embedding: Post " http://127.0.0.1:64351/embedding ": EOF
[GIN] 2023/11/15 - 08:35:23 | 500 | 25.746098556s | 127.0.0.1 | POST "/api/embeddings"
我在Linux/Ubuntu、MacOS和Virtualbox/Linux上尝试了这个。
8条答案
按热度按时间7dl7o3gd1#
你好,estkae,你能尝试运行Ollama并直接调用端点查看结果吗?这是API请求:
另外,为了验证,你是在运行官方的Ollama发行版还是从源代码构建?这个段错误让我感到惊讶。
fcipmucu2#
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sudo lsof -nP -iTCP -sTCP:LISTEN
8cdiaqws3#
感谢您的更新。看起来Ollama成功地返回了嵌入,我建议与Langchain跟进,看看在解析时是否有意想不到的情况发生。
bvpmtnay4#
我已经尝试了新版本,但仍然出现相同的错误。
ValueError: 由推理API引发的错误,HTTP代码:500,{"error":"failed to generate embedding"}
vectordb = Chroma.from_documents(documents=texts, embedding=GPT4AllEmbeddings(),
persist_directory=persist_directory)
vectordb = Chroma(persist_directory=persist_directory,
embedding_function=GPT4AllEmbeddings()
#embedding_function=embeddings_open
#embedding_function=embedding
)
这种类型的嵌入可以正常工作,但结果为空。
dw1jzc5e5#
嘿,@estkae,我遇到了相同的问题,你找到解决方案了吗?
s3fp2yjn6#
c0vxltue7#
你好,我也遇到了同样的问题。这个方法对我有效,希望对你也有帮助。
我正在使用T4 GPU的Colab进行工作。
通过查看OllamaEmbeddings文档,可以在过程中指定要使用的GPU数量。我从一个开始,但在几分钟后服务器仍然崩溃。
最后,如下面的图片所示,使用num_gpu=4时可以正常工作。我还设置了show_progress = True以显示进度条(需要tqdm)。
这是进度条。一开始它没有达到10%。你可以尝试更改GPU数量并看看是否有效。
这是我的代码:
wgmfuz8q8#
你好,我也遇到了同样的问题。这个方法对我有效,希望对你也有帮助。
我正在使用T4 GPU的Colab进行工作。
通过查看OllamaEmbeddings文档,可以在过程中指定要使用的GPU数量。我从一个开始,但在几分钟后服务器仍然崩溃。
最后,如下面的图片所示,使用num_gpu=4时它可以正常工作。我还设置了show_progress = True以显示进度条(需要tqdm)。
这是进度条。起初它没有达到10%。你可以尝试更改GPU数量并看看是否有效。
这是我的代码:
感谢@RobertoLorusso,这个方法也对我有效!