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https://github.com/hwchase17/langchain.git
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community[minor]: add coze chat model (#20770)
add coze chat model, to call coze.com apis
This commit is contained in:
181
docs/docs/integrations/chat/coze.ipynb
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181
docs/docs/integrations/chat/coze.ipynb
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{
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"cells": [
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{
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"cell_type": "raw",
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"metadata": {},
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"source": [
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"---\n",
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"sidebar_label: Coze Chat\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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"metadata": {},
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"source": [
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"# Chat with Coze Bot\n",
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"\n",
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"ChatCoze chat models API by coze.com. For more information, see [https://www.coze.com/open/docs/chat](https://www.coze.com/open/docs/chat)"
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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": 1,
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"metadata": {
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"ExecuteTime": {
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"end_time": "2024-04-25T15:14:24.186131Z",
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"start_time": "2024-04-25T15:14:23.831767Z"
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}
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},
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"outputs": [],
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"source": [
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"from langchain_community.chat_models import ChatCoze\n",
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"from langchain_core.messages import HumanMessage"
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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": 2,
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"metadata": {
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"ExecuteTime": {
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"end_time": "2024-04-25T15:14:24.191123Z",
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"start_time": "2024-04-25T15:14:24.186330Z"
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}
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},
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"outputs": [],
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"source": [
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"chat = ChatCoze(\n",
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" coze_api_base=\"YOUR_API_BASE\",\n",
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" coze_api_key=\"YOUR_API_KEY\",\n",
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" bot_id=\"YOUR_BOT_ID\",\n",
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" user=\"YOUR_USER_ID\",\n",
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" conversation_id=\"YOUR_CONVERSATION_ID\",\n",
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" streaming=False,\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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"metadata": {},
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"source": [
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"Alternatively, you can set your API key and API base with:"
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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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"metadata": {},
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"outputs": [],
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"source": [
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"import os\n",
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"\n",
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"os.environ[\"COZE_API_KEY\"] = \"YOUR_API_KEY\"\n",
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"os.environ[\"COZE_API_BASE\"] = \"YOUR_API_BASE\""
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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": 3,
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"metadata": {
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"ExecuteTime": {
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"end_time": "2024-04-25T15:14:25.853218Z",
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"start_time": "2024-04-25T15:14:24.192408Z"
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}
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},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"AIMessage(content='为你找到关于coze的信息如下:\n\nCoze是一个由字节跳动推出的AI聊天机器人和应用程序编辑开发平台。\n\n用户无论是否有编程经验,都可以通过该平台快速创建各种类型的聊天机器人、智能体、AI应用和插件,并将其部署在社交平台和即时聊天应用程序中。\n\n国际版使用的模型比国内版更强大。')"
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]
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},
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"execution_count": 3,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"chat([HumanMessage(content=\"什么是扣子(coze)\")])"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"collapsed": false
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},
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"source": [
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"## Chat with Coze Streaming"
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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": 5,
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"metadata": {
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"ExecuteTime": {
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"end_time": "2024-04-25T15:14:25.870044Z",
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"start_time": "2024-04-25T15:14:25.863381Z"
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},
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"collapsed": false
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},
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"outputs": [],
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"source": [
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"chat = ChatCoze(\n",
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" coze_api_base=\"YOUR_API_BASE\",\n",
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" coze_api_key=\"YOUR_API_KEY\",\n",
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" bot_id=\"YOUR_BOT_ID\",\n",
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" user=\"YOUR_USER_ID\",\n",
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" conversation_id=\"YOUR_CONVERSATION_ID\",\n",
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" streaming=True,\n",
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")"
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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": 6,
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"metadata": {
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"ExecuteTime": {
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"end_time": "2024-04-25T15:14:27.153546Z",
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"start_time": "2024-04-25T15:14:25.868470Z"
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},
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"collapsed": false
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},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"AIMessageChunk(content='为你查询到Coze是一个由字节跳动推出的AI聊天机器人和应用程序编辑开发平台。')"
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]
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},
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"execution_count": 6,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"chat([HumanMessage(content=\"什么是扣子(coze)\")])"
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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": "3.11.4"
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},
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"orig_nbformat": 4
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}
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