https://github.com/SidU/teams-langchain-js
Demonstration of LangChainJS with Teams / Bot Framework bots
https://github.com/SidU/teams-langchain-js
Last synced: 8 days ago
JSON representation
Demonstration of LangChainJS with Teams / Bot Framework bots
- Host: GitHub
- URL: https://github.com/SidU/teams-langchain-js
- Owner: SidU
- License: mit
- Created: 2023-02-19T23:49:45.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2023-03-03T14:20:19.000Z (about 2 years ago)
- Last Synced: 2024-11-06T14:42:31.972Z (5 months ago)
- Language: JavaScript
- Size: 86.9 KB
- Stars: 59
- Watchers: 2
- Forks: 4
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
- awesome-langchain-zh - Teams LangchainJS - langchain-js?style=social): 展示 LangChainJS 与 Teams / Bot Framework bots 的演示 (开源项目 / 其他聊天机器人)
- awesome-langchain - Teams LangchainJS - langchain-js?style=social) (Open Source Projects / Other / Chatbots)
README
# teams-langchain-js ✨
Demo showing how to leverage LangChainJS in Bot Framework based bots for Teams / Outlook / Slack, etc.
[Watch demo on YouTube](https://youtu.be/hPaIEVTjY4o)
## Prerequisites
- [Node.js](https://nodejs.org) version 10.14.1 or higher
```bash
# determine node version
node --version
```## To run the bot
- Make a copy of `.env.example` to `.env`, get your OpenAI key from [https://beta.openai.com/account/api-keys](https://beta.openai.com/account/api-keys) and paste it in the `.env` file.
- Install modules
```bash
npm install
```- Start the bot
```bash
npm start
```## Bing SERP API
Signup for Bing API key [here](https://aka.ms/bingapisignup). Paste it's value in the `.env` file.`BingApiKey=`
## Testing the bot using Bot Framework Emulator
[Bot Framework Emulator](https://github.com/microsoft/botframework-emulator) is a desktop application that allows bot developers to test and debug their bots on localhost or running remotely through a tunnel.
- Install the Bot Framework Emulator version 4.9.0 or greater from [here](https://github.com/Microsoft/BotFramework-Emulator/releases)
### Connect to the bot using Bot Framework Emulator
- Launch Bot Framework Emulator
- File -> Open Bot
- Enter a Bot URL of `http://localhost:3978/api/messages`## Deploy the bot to Azure
To learn more about deploying a bot to Azure, see [Deploy your bot to Azure](https://aka.ms/azuredeployment) for a complete list of deployment instructions.
## Further reading
- [LangChainJS](https://hwchase17.github.io/langchainjs/docs/getting-started)
- [ReAct paper](https://arxiv.org/pdf/2210.03629.pdf)
- [Bot Framework Documentation](https://docs.botframework.com)
- [Bot Basics](https://docs.microsoft.com/azure/bot-service/bot-builder-basics?view=azure-bot-service-4.0)
- [Dialogs](https://docs.microsoft.com/en-us/azure/bot-service/bot-builder-concept-dialog?view=azure-bot-service-4.0)
- [Gathering Input Using Prompts](https://docs.microsoft.com/en-us/azure/bot-service/bot-builder-prompts?view=azure-bot-service-4.0)
- [Activity processing](https://docs.microsoft.com/en-us/azure/bot-service/bot-builder-concept-activity-processing?view=azure-bot-service-4.0)
- [Azure Bot Service Introduction](https://docs.microsoft.com/azure/bot-service/bot-service-overview-introduction?view=azure-bot-service-4.0)
- [Azure Bot Service Documentation](https://docs.microsoft.com/azure/bot-service/?view=azure-bot-service-4.0)
- [Azure CLI](https://docs.microsoft.com/cli/azure/?view=azure-cli-latest)
- [Azure Portal](https://portal.azure.com)
- [Language Understanding using LUIS](https://docs.microsoft.com/en-us/azure/cognitive-services/luis/)
- [Channels and Bot Connector Service](https://docs.microsoft.com/en-us/azure/bot-service/bot-concepts?view=azure-bot-service-4.0)
- [Restify](https://www.npmjs.com/package/restify)
- [dotenv](https://www.npmjs.com/package/dotenv)