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https://github.com/hwchase17/langchain.git
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community[minor]: Add SparkLLM to community (#17702)
This commit is contained in:
141
docs/docs/integrations/llms/sparkllm.ipynb
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141
docs/docs/integrations/llms/sparkllm.ipynb
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{
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"cells": [
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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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"# SparkLLM\n",
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"[SparkLLM](https://xinghuo.xfyun.cn/spark) is a large-scale cognitive model independently developed by iFLYTEK.\n",
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"It has cross-domain knowledge and language understanding ability by learning a large amount of texts, codes and images.\n",
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"It can understand and perform tasks based on natural dialogue."
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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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"## Prerequisite\n",
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"- Get SparkLLM's app_id, api_key and api_secret from [iFlyTek SparkLLM API Console](https://console.xfyun.cn/services/bm3) (for more info, see [iFlyTek SparkLLM Intro](https://xinghuo.xfyun.cn/sparkapi) ), then set environment variables `IFLYTEK_SPARK_APP_ID`, `IFLYTEK_SPARK_API_KEY` and `IFLYTEK_SPARK_API_SECRET` or pass parameters when creating `ChatSparkLLM` as the demo above."
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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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"## Use SparkLLM"
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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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"outputs": [],
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"source": [
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"import os\n",
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"\n",
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"os.environ[\"IFLYTEK_SPARK_APP_ID\"] = \"app_id\"\n",
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"os.environ[\"IFLYTEK_SPARK_API_KEY\"] = \"api_key\"\n",
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"os.environ[\"IFLYTEK_SPARK_API_SECRET\"] = \"api_secret\""
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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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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"/Users/liugddx/code/langchain/libs/core/langchain_core/_api/deprecation.py:117: LangChainDeprecationWarning: The function `__call__` was deprecated in LangChain 0.1.7 and will be removed in 0.2.0. Use invoke instead.\n",
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" warn_deprecated(\n"
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"My name is iFLYTEK Spark. How can I assist you today?\n"
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]
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}
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],
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"source": [
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"from langchain_community.llms import SparkLLM\n",
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"\n",
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"# Load the model\n",
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"llm = SparkLLM()\n",
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"\n",
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"res = llm(\"What's your name?\")\n",
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"print(res)"
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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": 9,
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"metadata": {
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"ExecuteTime": {
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"end_time": "2024-02-18T13:04:29.305856Z",
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"start_time": "2024-02-18T13:04:28.085715Z"
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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": "LLMResult(generations=[[Generation(text='Hello! How can I assist you today?')]], llm_output=None, run=[RunInfo(run_id=UUID('d8cdcd41-a698-4cbf-a28d-e74f9cd2037b'))])"
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},
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"execution_count": 9,
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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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"res = llm.generate(prompts=[\"hello!\"])\n",
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"res"
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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": 8,
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"metadata": {
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"ExecuteTime": {
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"end_time": "2024-02-18T13:05:44.640035Z",
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"start_time": "2024-02-18T13:05:43.244126Z"
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}
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Hello! How can I assist you today?\n"
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]
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}
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],
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"source": [
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"for res in llm.stream(\"foo:\"):\n",
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" print(res)"
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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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"collapsed": false
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},
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"outputs": [],
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"source": []
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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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"name": "python"
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}
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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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