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An interactive commandline interface that brings intelligence to your logs.

Project description

Loguru CLI

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An interactive commandline interface that brings intelligence to your logs.

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What is it?


**Loguru-CLI** (read as “Log Guru” 📋🧘) is a Python package that brings
intelligence to your logs. It is designed to be a universal tool for log
aggregation and analysis, with seamless integrations with any LLM (Large
Language Model), whether self-hosted or cloud-based.

Features
~~~~~~~~

-  Leverage LLMs to gain insights from your logs.
-  Easily integrate with any LLM (self-hosted or cloud-service
   offerings).
-  Easily hook up any log sources to gain insights on your logs. Perform
   refined/advanced queries supported by the logging platform/tool (by
   applying capabilities such as function-calling (tooling) of LLM) and
   gain insights on the results.
-  Save and replay history.
-  Scan and rebuild index from your logs.

..

   [!NOTE] Currently supports filesystem-based logs only, with plans to
   extend support to more log sources soon.

Roadmap
~~~~~~~

Log sources
^^^^^^^^^^^

========== ============
Log Source Availability
========== ============
Log files  ✔️
ELK Stack  
Graylog    
========== ============

LLM Integrations
^^^^^^^^^^^^^^^^

=============== ============
LLM Integration Availability
=============== ============
Ollama          ✔️
OpenAI          
Amazon Bedrock  
=============== ============

Getting Started

.. code:: shell

pip install loguru-cli

..

| [!NOTE] | Install one of these based on your environment - faiss-gpu==1.7.2 or faiss-cpu==1.8.0.post1

Show config ^^^^^^^^^^^

.. code:: shell

loguru show-config

Scan and rebuild index from log files ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

.. code:: shell

loguru scan

Run app ^^^^^^^

.. code:: shell

loguru run

Example Interactions ^^^^^^^^^^^^^^^^^^^^

.. code:: text

List all the errors

  1. The error message indicates that there is a problem connecting to the PostgreSQL database at localhost on port 5432. Specifically, it says "Connection refused". This means that either the hostname or port number is incorrect, or the postmaster (the process that manages the PostgreSQL server) is not accepting TCP/IP connections.
  2. The stack trace shows that the problem is occurring in the HikariCP connection pool, which is being used to manage connections to the database. Specifically, it says "Exception during pool initialization". This suggests that there may be a problem with the configuration of the connection pool or the database connection settings.
  3. It is also possible that there is a firewall or network issue preventing the connection from being established. For example, if there is a firewall on the server running PostgreSQL, it may be blocking incoming connections on port 5432.

Sample Config ^^^^^^^^^^^^^

.. code:: json

{ "num_chunks_to_return": 100, "ollama": { "hosts": [ "http://localhost:11434/" ], "llm_name": "mistral", "embedding_model_name": "all-MiniLM-L6-v2", "options": { "temperature": 0.1 } }, "data_sources": [ { "type": "filesystem", "ds_params": { "recursion_depth": 2, "file_size_limit": "100MB", "scan_locations": [ { "location": "/path/to/log-dir", "pattern": "(\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}\.\d{3}[+-]\d{2}:\d{2})" }, { "location": "/path/to/another-log-dir", "pattern": "(\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}\.\d{3}[+-]\d{2}:\d{2})" } ] } } ] }

Development


Install the libs
^^^^^^^^^^^^^^^^

.. code:: shell

   make libs

Setup as a local dev installation
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

.. code:: shell

   make dev-install

Build wheel
^^^^^^^^^^^

.. code:: shell

   make wheel

Contributing

Contributions are most welcome! Whether it’s reporting a bug, proposing an enhancement, or helping with code - any sort of contribution is much appreciated.

License


This project is licensed under the MIT License - see the
`LICENSE <https://github.com/Loguru-AI/Loguru-CLI/blob/main/LICENSE>`__
file for details.

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