adding Mistral powered search engine (native RAG and tools calling) #52
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HugoLB0
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mistral-search-engine.ipynb
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| } | ||
| ], | ||
| "source": [ | ||
| "import session_info\n", |
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!pip install session_info is maybe missing?
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session-info is only to display the libraries version, it is not necessary required.
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Its just that it makes it more user friendly to be able to just download the notebook and run it on colab without any major changes, if possible.
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no problem I will remove it.
mistral-search-engine.ipynb
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| "Traceback (most recent call last):\n", | ||
| " File \"/Users/hugolebelzic/miniconda3/envs/mistral-cookbook-contrib/lib/python3.10/site-packages/mistralai/client.py\", line 49, in __del__\n", | ||
| " self._client.close()\n", | ||
| "AttributeError: 'MistralClient' object has no attribute '_client'\n" |
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Is it possible to handle this error?
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Hello, I ran it again and wasn't able to reproduce this error. Do you have more indications ?
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It seems the error was fixed by itself, weirdly...
Btw, if possible keep the !pip install for the rest of the required libraries!
Otherwise I think everything is alright.
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just added it! everything should be good now
mistral-search-engine.ipynb
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| "while True:\n", | ||
| " input_ = input(\"Ask: \")\n", | ||
| " messages.append(ChatMessage(role=\"user\", content=input_))\n", | ||
| " response = client.chat(model=model, messages=messages, tools=tools, tool_choice=\"auto\")\n", |
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This might not work if the model decides to not use a function
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I can force the tool choice.
mistral-search-engine.ipynb
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| "while True:\n", | ||
| " input_ = input(\"Ask: \")\n", | ||
| " messages.append(ChatMessage(role=\"user\", content=input_))\n", | ||
| " response = client.chat(model=model, messages=messages, tools=tools, tool_choice=\"auto\")\n", |
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Weirdly it seems it was not updated?
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just pushed again, and I actually found the cause of the issue so it is fixed now.
mistral-search-engine.ipynb
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| "while True:\n", | ||
| " input_ = input(\"Ask: \")\n", | ||
| " messages.append(ChatMessage(role=\"user\", content=input_))\n", | ||
| " response = client.chat(model=model, messages=messages, tools=tools, tool_choice=\"force\")\n", |
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Force is not an option, maybe 'any'?
And I think thats the only thing, everything else seems to work.
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yea sorry you're right I keep getting confused with force and any. Just made the change !
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Nice! You can add it to the readme under the mistral section, since this uses mostly our documentation I believe it deserves to be in there and we can merge it! |
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This should do, thanks for the contribution! |
Hello,
I've written a search engine based on Mistral large that uses RAG and tools calling from mistral native documentation.