https://github.com/mongoexpuser/popular-nodejs-libraries-for-data-driven-ai-applications-and-sample-codes

Popular NodeJS Libraries for Developing Data-Driven AI Applications and Sample Codes
https://github.com/mongoexpuser/popular-nodejs-libraries-for-data-driven-ai-applications-and-sample-codes

ai applications data-driven embedded-database generative-ai libraries message-queue messaging ml nodejs rest-api scheduler-job visualization web-scrapping

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Popular NodeJS Libraries for Developing Data-Driven AI Applications and Sample Codes

• Host: GitHub
• URL: https://github.com/mongoexpuser/popular-nodejs-libraries-for-data-driven-ai-applications-and-sample-codes
• Owner: MongoExpUser
• License: mit
• Created: 2024-09-22T09:37:03.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2025-02-22T04:45:10.000Z (over 1 year ago)
• Last Synced: 2025-02-22T05:25:07.428Z (over 1 year ago)
• Topics: ai, applications, data-driven, embedded-database, generative-ai, libraries, message-queue, messaging, ml, nodejs, rest-api, scheduler-job, visualization, web-scrapping
• Language: JavaScript
• Homepage:
• Size: 3.01 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
## Popular NodeJS Libraries for Developing Data-Driven AI Applications and Sample Codes

### Purpose: Data-Driven AI Applications Development, with Examples                                                                                          

- The links below are provided as references and guides for designing, implementing and documenting Data-Driven AI Applications with NodeJS.

- See the repository for examples, under the  src  path.

##

 

## Data Analytics 

- Apache-arrow 

  * https://github.com/apache/arrow-js/blob/main/README.md

  * https://arrow.apache.org/docs/js/

- Nodejs-polars

  * https://github.com/pola-rs/nodejs-polars/blob/main/README.md

  * https://pola-rs.github.io/nodejs-polars/index.html

  * https://docs.pola.rs/ (Docs.Pola.Rs - Main Reference)

- DuckDB Node.js API (Neo) 

  * Usage: Analytics and Embedded (In-Process) Database

  * https://duckdb.org/docs/api/node_neo/overview.html

  * https://duckdb.org/ (DuckDB Org - Main reference) 

- Data-forge

  * https://github.com/data-forge/data-forge-ts/blob/master/README.md

  * https://data-forge.github.io/data-forge-ts/

- Stdlib-js

  * https://github.com/stdlib-js/stdlib/blob/develop/README.md

  * https://stdlib.io/docs/api/latest

- Math.js

  * https://github.com/josdejong/mathjs/blob/develop/README.md

  * https://mathjs.org/

- Numjs

  * https://github.com/nicolaspanel/numjs/blob/master/README.md

  * https://nicolaspanel.github.io/numjs/NdArray.html

##

  

## Embedded (In-Process) Database

- Nodejs Inbuilt SQLite Module

  * https://nodejs.org/docs/latest/api/sqlite.html#sqlite (  --experimental-sqlite  )

- Node-sqlite

  * https://github.com/kriasoft/node-sqlite/blob/master/README.md

  * https://sqlite.org/about.html  (SQLite Org - Main reference)

- DuckDB Node.js API (Neo) 

  * Usage:  Embedded (In-Process) Database and Analytics

  * https://duckdb.org/docs/api/node_neo/overview.html

  * https://duckdb.org/ (DuckDB Org - Main reference) 

- Node-json-db

  * https://github.com/Belphemur/node-json-db/blob/master/README.md

- Simple-json-db

  * https://github.com/nmaggioni/Simple-JSONdb/blob/master/README.md

- Level

  * https://github.com/Level/level/blob/master/README.md

- Level-party

  * https://github.com/Level/party/blob/master/README.md

    * Level's improvement, for multiple processess access of database, to avoid locking error.

    * Handles Nodejs Cluster API effectively.

      * See: https://nodejs.org/docs/latest/api/cluster.html#cluster

- PouchDB

  * https://pouchdb.com/guides/

  * https://pouchdb.com/

  * https://github.com/pouchdb/pouchdb/blob/master/README.md

##

     

## Client-Server Database Driver

- Mysql

  * https://github.com/mysqljs/mysql/blob/master/Readme.md

- MySQL Connector/Node.js (Supported and maintained by Oracle)

  * https://github.com/mysql/mysql-connector-nodejs/blob/trunk/README.md

- Node-redis

  * https://github.com/redis/node-redis/blob/master/README.md

- MariaDB Node.js connector

  * https://github.com/mariadb-corporation/mariadb-connector-nodejs/blob/master/README.md

- MongoDB Node.js Driver

  * https://github.com/mongodb/node-mongodb-native/blob/main/README.md

- Node-postgres

  * https://github.com/brianc/node-postgres/blob/master/README.md

- Node-libpq

  * https://github.com/brianc/node-libpq/blob/master/README.md

- Node-oracledb

  * https://github.com/oracle/node-oracledb/blob/main/README.md

- Node-mssql

  * https://github.com/tediousjs/node-mssql/blob/master/README.md

- Neo4j Driver for JavaScript

  * https://github.com/neo4j/neo4j-javascript-driver/blob/5.0/README.md

- AWS SDK for JavaScript Neptune Client for Node.js, Browser and React Native.

  * https://github.com/aws/aws-sdk-js-v3/blob/main/clients/client-neptune/README.md

- AWS SDK for JavaScript DynamoDB Client for Node.js, Browser and React Native

  * https://github.com/aws/aws-sdk-js-v3/blob/main/clients/client-dynamodb/README.md

- Oracle NoSQL Database Node.js SDK NoSQLClient

  * https://oracle.github.io/nosql-node-sdk/classes/NoSQLClient.html

- Elasticsearch Node.js Client

  * https://github.com/elastic/elasticsearch-js/blob/main/README.md

##  

## Traditional Machine Learning (ML) - Train, Validate and Test

- TensorFlow.js

  * https://github.com/tensorflow/tfjs/blob/master/README.md

  * https://www.tensorflow.org/js

- Node-opencv

  * https://github.com/peterbraden/node-opencv/blob/master/README.md

- Brain.js

  * https://github.com/brainjs/brain.js/blob/master/README.md

- NLP.js

  * https://github.com/axa-group/nlp.js/blob/master/README.md

- Synaptic

  * https://github.com/cazala/synaptic/blob/master/README.md

  * https://caza.la/synaptic/#/

- Stdlib-js/ml

  * https://github.com/stdlib-js/ml/blob/main/README.md

- Stdlib-js/npl

  * https://github.com/stdlib-js/nlp/blob/main/README.md

##

## Generative AI (GenAI) Service - Paid and Free

- OpenAI Openai-node

  * https://github.com/openai/openai-node/blob/master/README.md (Paid)

- Cloudflare Workers AI

  * https://developers.cloudflare.com/workers-ai/configuration/bindings/ (Paid)

- Google Gen AI

  * https://github.com/googleapis/js-genai/blob/main/README.md (Paid)

- Azure AI Foundry

  * https://github.com/Azure/azure-sdk-for-js#readme (paid)

  * https://www.npmjs.com/package/@azure/ai-projects (paid)

- AWS Bedrock 

  * https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/bedrock-runtime/ (Paid)

  * https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-bedrock/ (Paid)

- Anthropic Claude 

  * https://github.com/anthropics/anthropic-sdk-typescript/blob/main/README.md (Paid)

  * https://github.com/anthropics/claude-agent-sdk-typescript/blob/main/README.md (Paid)

- Perplexity AI 

  * https://github.com/perplexityai/perplexity-node#readme (Paid)

  * https://www.npmjs.com/package/@perplexity-ai/perplexity_ai (Paid)

- Meta Node-llama-cpp

  * https://github.com/withcatai/node-llama-cpp/blob/master/README.md (Free)

  * https://node-llama-cpp.withcat.ai/guide/  (Guide)

- OCI Generative AI

  * https://www.npmjs.com/package/oci-generativeai (Paid)

  * https://docs.oracle.com/en-us/iaas/api/#/en/generative-ai-inference/20231130/EmbedTextResult/EmbedText (Sample codes) 

- Transformer.js

  * https://github.com/xenova/transformers.js/blob/main/README.md (Free)

- TensorFlow.js Universal Sentence Encoder 

  * https://github.com/tensorflow/tfjs-models/blob/master/universal-sentence-encoder/README.md (Free)

- TensorFlow.js Mobilenet

  * https://github.com/tensorflow/tfjs-models/blob/master/mobilenet/README.md (Free)

##

## Visualization (Web-Based Visualization)

- D3.js

  * https://github.com/d3/d3/blob/main/README.md

  * https://d3js.org/getting-started

- C3.js

  * https://github.com/c3js/c3/blob/master/README.md

  * https://c3js.org/gettingstarted.html

- Plotly.js

  * https://github.com/plotly/plotly.js/blob/master/README.md

  * https://plotly.com/javascript/getting-started/

- Goggle-chart

  * https://github.com/mmathias01/google-charts/blob/master/README.md

  * https://developers.google.com/chart

- HTML Canvas

  * https://developer.mozilla.org/en-US/docs/Web/API/Canvas_API

- Node-canvas

  * https://github.com/Automattic/node-canvas/blob/master/Readme.md

- Chart.js

  * https://github.com/chartjs/Chart.js/blob/master/README.md

  * https://www.chartjs.org/docs/latest/

##

## Messaging: Stream, Queue, Notification, Event and Task Scheduler

- Zeromq.js

  * https://github.com/zeromq/zeromq.js/blob/master/README.md

  * https://zeromq.github.io/zeromq.js/index.html

- Queue

  * https://github.com/jessetane/queue/blob/master/readme.md

- Better Queue

  * https://github.com/diamondio/better-queue/blob/master/README.md

- Node-cron

  * https://github.com/node-cron/node-cron/blob/master/README.md

- Cron

  * https://github.com/kelektiv/node-cron/blob/main/README.md

- Amazon Kinesis Data Streams

  * https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-client-kinesis/ (Paid)

- AWS SQS (Simple Queue Service)

  * https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sqs/ (Free Tier and Paid)

- AWS SNS (Simple Notification Service)

  * https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sns/ (Free Tier and Paid)

- AWS EventBridge

  * https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/eventbridge/ (Free Tier and Paid)

- AWS Step Functions 

  * https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/sfn/ (Free Tier and Paid)

- AWS CloudWatch Alarm

  * https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/cloudwatch/command/PutMetricAlarmCommand/ (Free Tier and Paid)

- OCI Streaming

  * https://github.com/oracle/oci-typescript-sdk/blob/master/lib/streaming/README.md (Paid)

  * https://docs.public.oneportal.content.oci.oraclecloud.com/en-us/iaas/api/#/en/streaming/20180418/Stream/CreateStream (Sample codes)

- OCI Queue

  * https://github.com/oracle/oci-typescript-sdk/blob/master/lib/queue/README.md (Free Tier and Paid)

  * https://docs.public.oneportal.content.oci.oraclecloud.com/en-us/iaas/api/#/en/queue/20210201/Queue/CreateQueue (Sample codes)

- OCI Notification (ONS)

  * https://github.com/oracle/oci-typescript-sdk/blob/master/lib/ons/README.md (Free Tier and Paid)

  * https://docs.public.oneportal.content.oci.oraclecloud.com/en-us/iaas/api/#/en/notification/20181201/NotificationTopic/CreateTopic (Sample codes)

- OCI Events

  * https://github.com/oracle/oci-typescript-sdk/blob/master/lib/events/README.md (Free Tier and Paid)

  * https://docs.public.oneportal.content.oci.oraclecloud.com/en-us/iaas/api/#/en/events/20181201/Rule/CreateRule (Sample codes)

- OCI Monitoring Alarm

  * https://github.com/oracle/oci-typescript-sdk/blob/master/lib/monitoring/README.md (Free Tier and Paid)

  * https://docs.public.oneportal.content.oci.oraclecloud.com/en-us/iaas/api/#/en/monitoring/20180401/Alarm/CreateAlarm (Sample codes)

- NodeJS Client for Streaming Services (Kafka and Kafta APIs-Compatible Streaming Services):

  * https://github.com/tulios/kafkajs/blob/master/README.md

  * https://kafka.js.org/docs/getting-started (KafjaJS Org)

  * Examples of Kafta APIs-Compatible Streaming Services: OCI Streaming, AWS Kinesis Data Stream, Apache Pulsar, Redpanda, StreamNative, Azure EventHubs, Upstash Kafka, etc.

##

## Web Scrapping

- Osmosis

  * https://github.com/rchipka/node-osmosis/blob/master/Readme.md

- Cheeriojs

  * https://github.com/cheeriojs/cheerio/blob/master/Readme.md

- Puppeteer

  * https://github.com/puppeteer/puppeteer/blob/main/README.md

- Playright

  * https://github.com/microsoft/playwright/blob/main/README.md

- Nodejs Inbuilt Fetch Client

  * https://nodejs.org/docs/latest/api/globals.html#fetch

- Axios

  * https://github.com/axios/axios/blob/v1.x/README.md

##

## REST API Integration: Implementation

- Nodejs Inbuilt Http

  * https://nodejs.org/docs/latest/api/http.html#http

  * https://nodejs.org/en/learn/modules/anatomy-of-an-http-transaction

- Nodejs Inbuilt Https

  * https://nodejs.org/docs/latest/api/https.html#https

- Expressjs

  * https://github.com/expressjs/express/blob/master/Readme.md

- Tinyhttp

  * https://github.com/tinyhttp/tinyhttp/blob/master/README.md

- Fastify

  * https://github.com/fastify/fastify/blob/main/README.md

- Hapi

  * https://github.com/hapijs/hapi/blob/master/README.md

- Koa

  * https://github.com/koajs/koa#readme

##

## REST API Integration: Design and Documentation

- JSDoc

  * https://github.com/jsdoc/jsdoc/blob/main/README.md

  * https://jsdoc.app/ (JSDoc Documentation - Main reference)

- OpenAPI (Formerly Swagger)

  * https://github.com/Surnet/swagger-jsdoc/blob/master/README.md

  * https://swagger.io/specification/ (OpenAPI Specification - Main reference)

  * https://editor.swagger.io/ (OpenAPI/Swagger Editor - Quick Start for API design and documentation)

  * https://editor-next.swagger.io/ (OpenAPI/Swagger Editor - Version 3.1.3+ - Quick Start for API design and documentation)

##

    

# License

Copyright © 2024. MongoExpUser

Licensed under the MIT license.