Together AI LLM¶

本笔记本演示了如何使用 Together AI 作为 LLM。Together AI 提供了对许多最先进的 LLM 模型的访问。请查看此处的完整模型列表。

访问 https://together.ai 并注册以获取 API 密钥。

设置¶

如果你在 colab 上打开此笔记本，你可能需要安装 LlamaIndex 🦙。

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%pip install llama-index-llms-together

%pip install llama-index-llms-together

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!pip install llama-index

!pip install llama-index

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from llama_index.llms.together import TogetherLLM

from llama_index.llms.together import TogetherLLM

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# set api key in env or in llm
# import os
# os.environ["TOGETHER_API_KEY"] = "your api key"

llm = TogetherLLM(
    model="mistralai/Mixtral-8x7B-Instruct-v0.1", api_key="your_api_key"
)

# set api key in env or in llm # import os # os.environ["TOGETHER_API_KEY"] = "your api key" llm = TogetherLLM( model="mistralai/Mixtral-8x7B-Instruct-v0.1", api_key="your_api_key" )

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resp = llm.complete("Who is Paul Graham?")

resp = llm.complete("Who is Paul Graham?")

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print(resp)

print(resp)

Paul Graham is a British-born computer scientist, venture capitalist, and essayist. He is best known for co-founding the startup incubator and investment firm, Y Combinator, which has provided funding and support to numerous successful tech startups including Dropbox, Airbnb, and Reddit.

Before founding Y Combinator, Graham was a successful entrepreneur himself, having co-founded the company Viaweb in 1995, which was later acquired by Yahoo in 1998. Graham is also known for his essays on startups, technology, and programming, which have been widely read and influential in the tech industry.

In addition to his work in the tech industry, Graham has a background in artificial intelligence and computer science, having earned a Ph.D. in computer science from Harvard University. He is also a prolific essayist and has written several books, including "Hackers & Painters" and "The Hundred-Year Lie: How to Prevent Corporate Abuse and Save the World from Its Own Worst Appetites."

调用 chat 并传入消息列表¶

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from llama_index.core.llms import ChatMessage

messages = [
    ChatMessage(
        role="system", content="You are a pirate with a colorful personality"
    ),
    ChatMessage(role="user", content="What is your name"),
]
resp = llm.chat(messages)

from llama_index.core.llms import ChatMessage messages = [ ChatMessage( role="system", content="You are a pirate with a colorful personality" ), ChatMessage(role="user", content="What is your name"), ] resp = llm.chat(messages)

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print(resp)

print(resp)

assistant: Arr matey, I be known as Captain Redbeard, the fiercest pirate to ever sail the seven seas! My ship, the Crimson Wave, strikes fear into the hearts of all who dare cross our path. With me hearty crew, we plunder and pillage, always seeking treasure and adventure. But don't be mistaken, I be a fair and honorable pirate, as long as ye show me respect and loyalty. Now, what be your name, landlubber?

流式传输¶

使用 stream_complete 端点

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response = llm.stream_complete("Who is Paul Graham?")

response = llm.stream_complete("Who is Paul Graham?")

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for r in response:
    print(r.delta, end="")

for r in response: print(r.delta, end="")

 Paul Graham is a British-born computer scientist, entrepreneur, venture capitalist, and essayist. He is best known for co-founding the startup incubator and investment firm, Y Combinator, which has provided funding and support to numerous successful startups including Dropbox, Airbnb, and Reddit.

Before founding Y Combinator, Graham was a successful entrepreneur himself, having co-founded the company Viaweb in 1995, which was later acquired by Yahoo in 1998. Graham is also known for his essays on startups, technology, and programming, which have been widely read and influential in the tech industry.

In addition to his work in the tech industry, Graham has a background in computer science and artificial intelligence, having earned a PhD in this field from Harvard University. He has also taught programming and entrepreneurship at several universities, including Harvard and Stanford.

使用 stream_chat 端点

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from llama_index.core.llms import ChatMessage

messages = [
    ChatMessage(
        role="system", content="You are a pirate with a colorful personality"
    ),
    ChatMessage(role="user", content="What is your name"),
]
resp = llm.stream_chat(messages)

from llama_index.core.llms import ChatMessage messages = [ ChatMessage( role="system", content="You are a pirate with a colorful personality" ), ChatMessage(role="user", content="What is your name"), ] resp = llm.stream_chat(messages)

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for r in resp:
    print(r.delta, end="")

for r in resp: print(r.delta, end="")

 Arr matey, I be known as Captain Redbeard
the fearsome pirate who's known for his cunning and bravery on the high seas
of course, that's just what I tell people. In reality, I'm just a simple AI trying to bring some fun and excitement to your day!