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Sanders","email":"psanders@fonoster.com"},"license":"MIT","homepage":"https://github.com/fonoster/fonoster#readme","repository":{"url":"git+https://github.com/fonoster/fonoster.git","type":"git"},"description":"Voice AI for the Fonoster platform","maintainers":[{"name":"fonoster-oss","email":"fonosterteam@fonoster.com"}],"readme":"autopilot\n=================\n\n[![Autopilot](https://img.shields.io/badge/autopilot-api-brightgreen.svg)](https://fonoster.com)\n[![Version](https://img.shields.io/npm/v/@fonoster/autopilot.svg)](https://npmjs.org/package/@fonoster/autopilot)\n[![Downloads/week](https://img.shields.io/npm/dw/@fonoster/autopilot.svg)](https://npmjs.org/package/@fonoster/autopilot)\n[![License](https://img.shields.io/npm/l/@fonoster/autopilot.svg)](https://github.com/fonoster/fonoster/blob/main/package.json)\n\nThe autopilot module provides a way to create Voice AI applications in Fonoster. It uses Fonoster internal Voice API and the power of Large Language Models to create a conversational experience with the calling party.\n\n* [Installation](#installation)\n* [Example](#example)\n* [Adding Knowledge Base](#configuring-the-knowledge-base)\n* [Adding Tools](#configuring-the-tools)\n* [What's Next](#whats-next)\n\n## Installation\n\n```sh-session\n$ npm install -g @fonoster/autopilot\n```\n\nThe previous command will install the module globally.\n\n## Example\n\nTo function, Autopilot needs a configuration file, an OpenAI API key, and an active Fonoster account or self-hosted Fonoster instance. \n\nThe configuration file has two major sections: `conversationSettings` and `languageModel`. The `conversationSettings` section contains the settings for the conversation, like the first message, the system template, and the transfer options. The `languageModel` section contains the settings for the language model, like the provider, the model, and the temperature, among others.\n\n```json\n{\n \"conversationSettings\": {\n \"firstMessage\": \"Hello, this is Olivia from Dr. Green's Family Medicine. How can I assist you today?\",\n \"systemPrompt\": \"You are a Customer Service Representative. You are here to help the caller with their needs.\",\n \"systemErrorMessage\": \"I'm sorry, but I seem to be having trouble. Please try again later.\",\n \"initialDtmf\": \"6589\",\n \"transferOptions\": {\n \"phoneNumber\": \"+15555555555\",\n \"message\": \"Please hold while I transfer you to a live agent.\",\n \"timeout\": 30000\n },\n \"idleOptions\": {\n \"message\": \"Are you still there?\",\n \"timeout\": 10000,\n \"maxTimeoutCount\": 3\n }\n },\n \"languageModel\": {\n \"provider\": \"openai\",\n \"model\": \"gpt-4o-mini\",\n \"maxTokens\": 250,\n \"temperature\": 0.7,\n \"knowledgeBase\": [],\n \"tools\": []\n }\n}\n```\n\nTo run the Autopilot, you can use the following command:\n\n```sh-session\n$ ASSISTANTS=$(pwd)/assistants.json OPEN_API_KEY=your-key autopilot\n```\n\nYou will see a message like this:\n\n```sh-session\n2024-09-06 11:32:16.584 [info]: (voice) started voice server @ 0.0.0.0, port=50061 {}\n```\n\nThis means that the Autopilot is running and ready to take calls. \n\nSince you are running Autopilot locally, you must expose port 50061 to the Internet. To expose the port, you can use a service like [ngrok](https://ngrok.com/) \n\n```sh-session\n$ ngrok tcp 50061\n```\n\nTake the endpoint provided by ngrok and configure it in your Fonoster account. You can find more information about how to do this in the [Fonoster documentation](https://fonoster.com/docs).\n\n## Language Model Providers\n\nThe Autopilot supports multiple language model providers. The following is a list of the supported providers:\n\n| Provider | Description | Supported models\n|------------|------------------------------------------------------------|--------------------------------------------------------------------------------------------|\n| OpenAI | OpenAI provides various GPT models for conversational AI | `gpt-4o`, `gpt-4o-mini`, `gpt-3.5-turbo`, `gpt-4-turbo` |\n| Groq | Groq offers high-performance AI models optimized for speed | `llama-3.1-8b-instant`, `llama-3.3-70b-specdec` |\n| Ollama | Self-hosted Ollama models | `llama3-groq-tool-use` |\n\n> We are constantly updating the list of supported providers and models. If you have a specific model you would like to use, please let us know.\n\n## Adding Knowledge Base\n\nA knowledge base provides information to the language model, such as business hours, services, or products.\n\nCurrently, we support retrieving documents from an S3 bucket.\n\nTo add a knowledge base, include a new entry in the `knowledgeBase` array in the configuration file. Below is an example of a knowledge for a menu PDF.\n\n```json\n{\n \"conversationSettings\": { ... },\n \"languageModel\": {\n \"provider\": \"openai\",\n \"model\": \"gpt-4o-mini\",\n \"apiKey\": \"your-api-key\",\n \"maxTokens\": 100,\n \"temperature\": 0.4,\n \"knowledgeBase\": [{\n \"type\": \"s3\",\n \"title\": \"Menu PDF\",\n \"document\": \"sample.pdf\"\n }],\n \"tools\": []\n }\n}\n```\n\n## Adding Tools\n\nA tool in Autopilot is a way to interact with external services to get information or perform actions. For example, you can use a tool to get the weather, the latest news, or an SMS.\n\nYou can configure a new tool by adding a new entry in the `tools` array in the configuration file. The following is an example tool that gets the available appointment times for a specific date.\n\n```json\n{\n \"conversationSettings\": { ... },\n \"languageModel\": {\n \"provider\": \"openai\",\n \"model\": \"gpt-4o-mini\",\n \"apiKey\": \"your-api-key\",\n \"maxTokens\": 100,\n \"temperature\": 0.4,\n \"knowledgeBase\": [],\n \"tools\": [\n {\n \"name\": \"getAvailableTimes\",\n \"description\": \"Get available appointment times for a specific date.\",\n \"parameters\": {\n \"type\": \"object\",\n \"properties\": {\n \"date\": {\n \"type\": \"string\",\n \"format\": \"date\"\n }\n },\n \"required\": [\n \"date\"\n ]\n },\n \"operation\": {\n \"type\": \"get\",\n \"url\": \"https://api.example.com/appointment-times\",\n \"headers\": {\n \"x-api-key\": \"your-api-key\"\n }\n }\n }\n ]\n }\n}\n```\n\nIn addition to the `get` operation type, you can use the `post` operation type. The `post` operation type is used when sending data to the tool. When sending a post, you can optionally set `waitForResponse` to false, which will \"fire and forget\" the request. The default behavior is to wait for the response.\n\nIf your tool needs the number of the caller or the number that received the call, you can use the reserved variables `ingressNumber` and `callerNumber`. Similarly, you can use the reserved variable `callReceivedAt` to get the date and time when the call was received in `ISO 8601` format and the `callDirection` variable to check if the call was originated from the PSTN.\n\nThe expected format for the response is a JSON object with the following structure:\n\n```json\n{ \"result\": \"text to pass to the language model\" }\n```\n\nFor example:\n\n```json\n{ \"result\": \"The available appointment times are 9:00 AM, 10:00 AM, and 11:00 AM.\" }\n```\n\n## Environment Variables\n\nPlease use the following environment variables to configure the Autopilot:\n\n- `AUTOPILOT_AWS_S3_ACCESS_KEY_ID`: The AWS S3 access key.\n- `AUTOPILOT_AWS_S3_ENDPOINT`: The AWS S3 endpoint.\n- `AUTOPILOT_AWS_S3_REGION`: The AWS S3 region.\n- `AUTOPILOT_AWS_S3_SECRET_ACCESS_KEY`: The AWS S3 secret access key.\n- `AUTOPILOT_CONVERSATION_PROVIDER`: The conversation provider.\n- `AUTOPILOT_KNOWLEDGE_BASE_ENABLED`: Enable knowledge base powered by AWS S3 and Unstructured API.\n- `AUTOPILOT_LOGS_FORMAT`: The logs format.\n- `AUTOPILOT_LOGS_LEVEL`: The logs level.\n- `AUTOPILOT_LOGS_TRANSPORT`: The logs transport.\n- `AUTOPILOT_OPENAI_API_KEY`: The OpenAI API key needed for embeddings support.\n- `AUTOPILOT_UNSTRUCTURED_API_KEY`: The Unstructured API key.\n- `AUTOPILOT_UNSTRUCTURED_API_URL`: The Unstructured API URL. Default is `https://api.unstructured.com`.\n- `AUTOPILOT_RECORDING_BASE_URL`: The recording base URL. Default is `http://localhost:9876/api/recordings`.\n\n## What's Next\n\nThe Autopilot is still under heavy development. The next steps are to add support for Retrieval-Augmented Generation(RAG), improve the language model integration, and improve the Finite State Machine (FSM) that powers the conversations. If you have any suggestions or feedback, please let us know.\n\n## Audio filters\n\nBackground voices reach speech recognition and the voice activity detector, and the assistant\nanswers them. An assistant can ask the Media Server to filter the caller's audio first, by adding\n`audioFilters` to its configuration — the same block whether the assistant comes from a file or\nfrom an Application:\n\n```yaml\naudioFilters:\n - name: aiCoustics\n options:\n enhancementLevel: 0.8 # 0 to 1; higher also suppresses competing voices\n\nconversationSettings:\n firstMessage: \"Hola, ¿en qué puedo ayudarte?\"\n # ...\n```\n\nFor an Application, the same block goes inside `intelligence.config`, and is applied with:\n\n```sh\nfonoster applications:create -f app.yaml\n```\n\nAssistant files may be YAML or JSON. Filtering needs the optional `@ai-coustics/aic-sdk` package\nand an `AIC_SDK_LICENSE` key on the apiserver; the key never appears in assistant configuration,\nso these files stay safe to commit. If the filter cannot be applied, the call continues with\nunfiltered audio and the reason is logged.\n","readmeFilename":"README.md"}