Eco-Integration
đī¸ LangChain
In this article, we will mainly introduce how to use LangChain to connect to the CnosDB database, enabling communication between natural language and the database.
đī¸ Grafana
Grafana is an open-source data visualization tool that can easily convert any data that meets the requirements into visualized graphs and also with warning functions that can inform you when indicator data reach thresholds.Grafana defaults to multiple data sources and can also be expanded through the plugin system.
đī¸ Jaeger
Trace Introduction
đī¸ Kafka
As more and more application architectures shift towards microservices or serverless structures, the number of applications and services is increasing every day.Users can process the ever-increasing time series data either through real-time aggregation or through calculations that output measurements or indicators.In the face of massive data generated, users can capture and observe the changes in the data in the system in various ways. In a cloud-native environment, one of the most popular ways is to use events.
đī¸ Log ecology
Vector
đī¸ PLC4X
In contemporary industrial automation systems, real-time monitoring and data analysis have become crucial.This article will introduce how to efficiently collect and store data from PLC devices in industrial control systems by integrating Apache PLC4X with CnosDB, providing engineers with more powerful data analysis and monitoring tools.
đī¸ Prometheus
Prometheus is a cloud-native monitoring software that supports data collection and monitoring for numerous software and systems.
đī¸ Telegraf
Telegraf is an open-source server agent program used to collect metrics from stacks, sensors, and systems, centralize output to a database, with minimal memory usage, and support extension through plugins.Telegraf configuration is simple and easy to use, which greatly reduces the difficulty of data acquisition compared to collecting data through handwritten scripts.
đī¸ TensorFlow
Introduction
đī¸ Thingsboard
The collection and storage of telemetric data is critical in the IoT application.ThingsBoard is an open-source networking platform that supports equipment management, data visualization and analysis.CnosDB is a high-performance time-series database designed to handle large amounts of time series data.This paper will describe how ThingsBoard will be integrated with CnosDB to store and manage telemetric data.