mirror of
https://github.com/hwchase17/langchain.git
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100 lines
2.2 KiB
Plaintext
100 lines
2.2 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"id": "2970dd75-8ebf-4b51-8282-9b454b8f356d",
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"metadata": {},
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"source": [
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"# xAI\n",
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"\n",
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"[xAI](https://console.x.ai) offers an API to interact with Grok models.\n",
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"\n",
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"This example goes over how to use LangChain to interact with xAI models."
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]
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},
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{
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"cell_type": "markdown",
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"id": "1c47fc36",
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"metadata": {},
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"source": [
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"## Installation"
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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": "1ecdb29d",
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"metadata": {},
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"outputs": [],
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"source": [
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"%pip install --upgrade langchain-xai"
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]
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},
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{
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"cell_type": "markdown",
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"id": "89883202",
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"metadata": {},
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"source": [
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"## Environment\n",
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"\n",
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"To use xAI, you'll need to [create an API key](https://console.x.ai/). The API key can be passed in as an init param ``xai_api_key`` or set as environment variable ``XAI_API_KEY``."
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]
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},
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{
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"cell_type": "markdown",
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"id": "8304b4d9",
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"metadata": {},
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"source": [
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"## Example\n",
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"\n",
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"See [ChatXAI docs](/docs/integrations/chat/xai) for detail and supported features."
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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": "637bb53f",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Querying chat models with xAI\n",
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"\n",
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"from langchain_xai import ChatXAI\n",
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"\n",
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"chat = ChatXAI(\n",
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" # xai_api_key=\"YOUR_API_KEY\",\n",
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" model=\"grok-4\",\n",
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")\n",
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"\n",
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"# stream the response back from the model\n",
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"for m in chat.stream(\"Tell me fun things to do in NYC\"):\n",
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" print(m.content, end=\"\", flush=True)\n",
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"\n",
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"# if you don't want to do streaming, you can use the invoke method\n",
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"# chat.invoke(\"Tell me fun things to do in NYC\")"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.11.9"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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