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added history and support for system_message as param (#14824)
- **Description:** added support for chat_history for Google GenerativeAI (to actually use the `chat` API) plus since Gemini currently doesn't have a support for SystemMessage, added support for it only if a user provides additional `convert_system_message_to_human` flag during model initialization (in this case, SystemMessage would be prepanded to the first HumanMessage) - **Issue:** #14710 - **Dependencies:** any dependencies required for this change, - **Tag maintainer:** for a quicker response, tag the relevant maintainer (see below), - **Twitter handle:** lkuligin --------- Co-authored-by: William FH <13333726+hinthornw@users.noreply.github.com>
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@@ -136,6 +136,32 @@
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"print(result.content)"
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]
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},
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{
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"cell_type": "markdown",
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"id": "9e55d043-bb2f-44e3-9134-c39a1abe3a9e",
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"metadata": {},
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"source": [
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"Gemini doesn't support `SystemMessage` at the moment, but it can be added to the first human message in the row. If you want such behavior, just set the `convert_system_message_to_human` to True:"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "7a64b523-9710-4d15-9944-1e3cc567a52b",
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"metadata": {},
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"outputs": [],
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"source": [
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"from langchain.schema.messages import HumanMessage, SystemMessage\n",
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"\n",
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"model = ChatGoogleGenerativeAI(model=\"gemini-pro\", convert_system_message_to_human=True)\n",
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"model(\n",
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" [\n",
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" SystemMessage(content=\"Answer only yes or no.\"),\n",
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" HumanMessage(content=\"Is apple a fruit?\"),\n",
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" ]\n",
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")"
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]
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},
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{
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"cell_type": "markdown",
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"id": "40773fac-b24d-476d-91c8-2da8fed99b53",
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