______ Common tools ______

Presentation

**Common tools** contains a bunch of helpers methods of common usage, which are embeded into this package to keep the code factorized and ease their reusability.

Includes

The provided tools range from:

• Low-level helpers, like for: string, json or file management.

• To higher level AI tools (which will be in a separate library in the future), including:

  • LLM querying tools (including: output parsing, fallbacks, paralellization and batching) powered by Langchain,

  • rag toolbox, including:

    • A complete and modulable injection pipeline with: metadata handling, chunking, embedding, vector database creation, and querying.

    • A complete and modulable inference pipeline with: pre-treatment (query translation, multi-querying,metadata extraction & pre-filtering), hybrid search (BM25 & vector search), and post-treatment.

  • Agents & tools.

Tips:

• Look into setup.py file, the required packages are listed in: install_requires section.
• To install locally this package from another project, execute from the terminal: pip install -e C:/Dev/squad-ai/CommonTools