🦿🛴Smarcity garbage reporting automation w/ ollama

This page summarizes the projects mentioned and recommended in the original post on dev.to

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  • ollama-python

    Ollama Python library

  • Automate photo shot caption with ollama-python

  • Apache Spark

    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

    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.

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  • crewAI

    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

    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

    Get up and running with Llama 2, Mistral, Gemma, and other large language models.

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

  • ApacheKafka

    A curated re-sources list for awesome Apache Kafka

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

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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