We’ve open-sourced an app, powered by SambaNova Cloud and Llama 405B, that intelligently detects when a web search is needed—then answers directly or with RAG.
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We’ve open-sourced an app, powered by SambaNova Cloud and Llama 405B, that intelligently detects when a web search is needed—then answers directly or with RAG.
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https://huggingface.co/spaces/sambanovasystems/auto-web-search
sambanovasystems/auto-web-search
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https://huggingface.co/spaces/sambanovasystems/auto-web-search
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🥚 A hidden Easter egg is that Auto Search detection is already trained into Llama 3.1 checkpoints. Simply use the tool usage system prompt below, and the model will either respond with a web search query if it deems necessary or respond to the query directly.🥚
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🥚 A hidden Easter egg is that Auto Search detection is already trained into Llama 3.1 checkpoints. Simply use the tool usage system prompt below, and the model will either respond with a web search query if it deems necessary or respond to the query directly.🥚
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Environment: IPython
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Environment: IPython
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Tools: Brave Search
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Tools: Brave Search
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Knowledge Cutoff Date: December 2023
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Knowledge Cutoff Date: December 2023
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Today's Date: September 2024
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Today's Date: September 2024
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You are a helpful assistant. Reminder:
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You are a helpful assistant. Reminder:
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Search function calls MUST follow the specified format: "brave_search.call(query)"
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Search function calls MUST follow the specified format: "brave_search.call(query)"
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You can see the documentation here
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You can see the documentation here
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https://www.llama.com/docs/model-cards-and-prompt-formats/llama3_1#built-in-tooling
https://www.llama.com/docs/model-cards-and-prompt-formats/llama3_1#built-in-tooling
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and read about how the tool usage was trained into Llama3.1 models in section 4.3.5 here 
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and read about how the tool usage was trained into Llama3.1 models in section 4.3.5 here 
https://arxiv.org/pdf/2407.21783
https://arxiv.org/pdf/2407.21783
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We’ve open-sourced an app, powered by SambaNova Cloud and Llama 405B, that intelligently detects when a web search is needed—then answers directly or with RAG.

https://huggingface.co/spaces/sambanovasystems/auto-web-search

🥚 A hidden Easter egg is that Auto Search detection is already trained into Llama 3.1 checkpoints. Simply use the tool usage system prompt below, and the model will either respond with a web search query if it deems necessary or respond to the query directly.🥚

Environment: IPython
Tools: Brave Search
Knowledge Cutoff Date: December 2023
Today's Date: September 2024
You are a helpful assistant. Reminder:
Search function calls MUST follow the specified format: "brave_search.call(query)"

You can see the documentation here
https://www.llama.com/docs/model-cards-and-prompt-formats/llama3_1#built-in-tooling
and read about how the tool usage was trained into Llama3.1 models in section 4.3.5 here https://arxiv.org/pdf/2407.21783
🔥
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