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：

curl -X POST http://localhost:11434/api/embeddings -d '{
    "model": "mistral",
    "prompt": "hello, how are you?"
}'

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。

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sudo lsof -nP -iTCP -sTCP:LISTEN

COMMAND PID USER FD TYPE DEVICE SIZE/OFF NODE NAME
systemd-r 104 systemd-resolve 14u IPv4 22758 0t0 TCP 127.0.0.53:53 (LISTEN)
ollama 781 ollama 3u IPv4 24994 0t0 TCP 127.0.0.1:11434 (LISTEN)
ollama-ru 83621 ollama 9u IPv4 66084 0t0 TCP 127.0.0.1:56319 (LISTEN)
Build on wsl Ubuntu with script-

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。

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。

嘿，@estkae,我遇到了相同的问题，你找到解决方案了吗？

embedding_function=GPT4AllEmbeddings(
    Take this embedding and it works.
)

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：

text_splitter = RecursiveCharacterTextSplitter()
documents = text_splitter.split_documents(data)

# Add to vectorDB
vectorstore = FAISS.from_documents(documents, embeddings)
retriever = vectorstore.as_retriever()

prompt = ChatPromptTemplate.from_template("""Answer the following question based only on the provided context:

<context>
{context}
</context>

Question: {input}""")

document_chain = create_stuff_documents_chain(llm, prompt)
retrieval_chain = create_retrieval_chain(retriever, document_chain)```

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：

text_splitter = RecursiveCharacterTextSplitter()
documents = text_splitter.split_documents(data)

# Add to vectorDB
vectorstore = FAISS.from_documents(documents, embeddings)
retriever = vectorstore.as_retriever()

prompt = ChatPromptTemplate.from_template("""Answer the following question based only on the provided context:

<context>
{context}
</context>

Question: {input}""")

document_chain = create_stuff_documents_chain(llm, prompt)
retrieval_chain = create_retrieval_chain(retriever, document_chain)```

感谢@RobertoLorusso,这个方法也对我有效！