🦿🛴Smarcity garbage reporting automation w/ ollama

• ollama-python

  4 2,116 8.5 Python

  Ollama Python library

  

Automate photo shot caption with ollama-python

• Apache Spark

  101 38,530 10.0 Scala

  Apache Spark - A unified analytics engine for large-scale data processing

  

Consume data into third party software (then let Open Search or Apache Spark or Apache Pinot) for analysis/datascience, GIS systems (so you can put reports on a map) or any ticket management system

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• crewAI

  6 14,023 9.7 Python

  Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

It may also be interesting to create an team of AI agents (the reporter, the analyst & decision provider) to help in decision making, for example by using crewAI.

• pinot

  15 5,167 9.9 Java

  Apache Pinot - A realtime distributed OLAP datastore

  

Consume data into third party software (then let Open Search or Apache Spark or Apache Pinot) for analysis/datascience, GIS systems (so you can put reports on a map) or any ticket management system

• ollama

  213 66,540 9.9 Go

  Get up and running with Llama 3, Mistral, Gemma, and other large language models.

  

ollama : from cli, on my personal workstation (core i5/8 Go RAM)

• ApacheKafka

  104 28 0.0

  A curated re-sources list for awesome Apache Kafka

*Push data *(original source image, GPS, timestamp) in a common place (Apache Kafka,...)

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