IAToolkit

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for fernando_libedinsky from gravatar.com fernando_libedinsky

Unverified details

These details have not been verified by PyPI
Meta
Report project as malware

Project description

IAToolkit

The Open-Source Framework for Building AI Chatbots on Your Private Data.

IAToolkit is a comprehensive, open-source framework designed for building enterprise-grade AI chatbots and conversational applications. With IAToolkit, you can build production-ready, context-aware chatbots and agents that can query relational databases, perform semantic searches on documents, and connect to your internal APIs in minutes.

IAToolkit bridges the gap between powerful LLMs and your company's data.

🚀 Key Features

  • 🔗 Unified Data Connection:

    • Natural Language to SQL: Let your chatbot query relational databases (PostgreSQL, MySQL, SQLite) using everyday language.
    • Semantic Document Search: Automatically chunk, embed, and search across your private documents (PDFs, Word, etc.) to provide contextually accurate answers.

  • 🏢 Enterprise-Ready Multi-Tenancy:

    • Deploy isolated "Company" modules, each with its own data, tools, and context. Perfect for SaaS products or internal departmental agents.

  • 🧠 LLM Agnostic:

    • Switch between OpenAI (GPT-*) and Google (Gemini-*) with a single line change in your configuration. No code refactoring needed.

  • 🛠️ Developer-First Experience:

    • Built with a clean, Dependency Injection architecture.
    • High-quality code base with 90%+ test coverage.
    • Powerful Flask-based CLI for database setup, API key generation, and more.

  • 🔒 Security & Observability Built-In:

    • Comes with JWT-based authentication, user management, and secure session handling out of the box.
    • Full traceability with detailed logging of all queries, function calls, token usage, and costs.

⚡ Quick Start: Create a Custom Tool in 30 Seconds

See how easy it is to give your AI a new skill. Just define a method inside your Company class and describe it. IAToolkit handles the rest.

🤝 Contributing

We welcome contributions! Whether it's adding a new feature, improving documentation, or fixing a bug, please feel free to open a pull request.

📄 License

IAToolkit is open-source and licensed under the MIT License.

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for fernando_libedinsky from gravatar.com fernando_libedinsky

Unverified details

These details have not been verified by PyPI
Meta

Release history Release notifications | RSS feed

2.7.2

2.7.1

2.7.0

2.6.4

2.6.3

2.6.1

2.5.1

2.5.0

2.4.1

2.4.0

2.3.4

2.3.2

2.3.1

2.3.0

2.2.4

2.2.3

2.2.2

2.2.1

2.2.0

2.0.2

2.0.1

2.0.0

1.99.0

1.98.1

1.98.0

1.97.5

1.97.4

1.97.3

1.97.2

1.97.1

1.97.0

1.95.2

1.95.1

1.95.0

1.94.1

1.94.0

1.93.2

1.93.1

1.93.0

1.92.3

1.92.2

1.92.1

1.92.0

1.90.1

1.89.4

1.89.2

1.89.1

1.89.0

1.88.0

1.87.0

1.86.0

1.85.0

1.84.3

1.84.2

1.84.1

1.84.0

1.83.3

1.83.2

1.83.0

1.82.1

1.82.0

1.81.1

1.81.0

1.80.3

1.80.2

1.80.0

1.79.0

1.78.0

1.77.0

1.76.2

1.76.1

1.76.0

1.75.0

1.74.0

1.73.1

1.73.0

1.72.2

1.72.1

1.72.0

1.71.1

1.71.0

1.70.0

1.69.1

1.69.0

1.68.1

1.68.0

1.67.1

1.67.0

1.66.1

1.66.0

1.65.1

1.65.0

1.63.0

1.62.0

1.61.0

1.60.0

1.59.0

1.58.0

1.57.0

1.56.1

1.56.0

1.54.0

1.50.0

1.48.1

1.48.0

1.47.1

1.47.0

1.46.0

1.45.0

1.44.0

1.43.0

1.42.0

1.40.0

1.34.6

1.34.5

1.34.4

1.34.3

1.34.2

1.34.1

1.33.5

1.33.4

1.33.2

1.33.1

1.33.0

1.31.0

1.30.0

1.29.0

1.28.3

1.28.2

1.28.1

1.28.0

1.27.2

1.27.1

1.27.0

1.26.1

1.26.0

1.25.6

1.25.5

1.25.4

1.25.3

1.25.2

1.25.1

1.25.0

1.24.0

1.23.0

1.22.0

1.21.0

1.20.2

1.20.0

1.19.0

1.18.1

1.18.0

1.17.0

1.16.0

1.15.4

1.15.3

1.15.2

1.15.1

1.15.0

1.14.0

1.12.0

1.11.2

1.11.1

1.11.0

1.10.4

1.10.3

1.10.2

1.10.1

1.10.0

1.9.0

1.8.0

1.7.0

1.6.0

1.5.0

1.4.2

1.4.0

1.2.4

1.2.3

1.2.1

1.2.0

1.1.0

1.0.0

0.108.1

0.107.8

0.107.7

0.107.6

0.107.5

0.107.4

0.107.3

0.107.2

0.107.0

0.105.2

0.105.1

0.105.0

0.104.3

0.104.2

0.104.1

0.104.0

0.103.0

0.101.0

0.100.1

0.100.0

0.98.3

0.98.2

0.98.1

0.98.0

0.97.1

0.97.0

0.96.3

0.96.2

0.96.1

0.96.0

0.95.6

0.95.5

0.95.4

0.95.3

0.95.1

0.95.0

0.93.0

0.92.2

0.92.1

0.92.0

0.91.2

0.91.1

0.91.0

0.90.3

0.90.2

0.90.1

0.90.0

0.89.3

0.89.2

0.89.1

0.89.0

0.88.1

0.88.0

0.87.4

0.87.3

0.87.2

0.87.0

0.86.0

0.85.0

0.80.4

0.80.3

0.80.2

0.80.1

0.80.0

0.79.1

0.79.0

0.78.0

0.77.1

0.77.0

0.76.0

0.75.2

0.75.1

0.75.0

0.74.0

0.73.3

0.73.2

0.73.1

0.73.0

0.72.0

0.71.5

0.71.4

0.71.3

0.71.2

0.71.1

0.71.0

0.70.1

0.70.0

0.69.4

0.69.3

0.69.1

0.69.0

0.68.0

0.67.2

0.67.1

0.67.0

0.66.8

0.66.7

0.66.6

0.66.5

0.66.4

0.66.2

0.66.1

0.66.0

0.65.0

0.64.8

0.64.7

0.64.5

0.64.3

0.64.2

0.64.1

0.64.0

0.63.9

0.63.8

0.63.7

0.63.6

0.63.5

0.63.4

0.63.3

0.63.2

0.63.1

0.63.0

0.62.0

0.61.0

0.60.2

0.60.1

0.60.0

0.59.2

0.59.1

0.59.0

0.58.10

0.58.9

0.58.8

0.58.7

0.58.6

0.58.5

0.58.4

0.58.3

0.58.1

0.58.0

0.57.0

0.56.0

0.55.3

0.55.2

0.55.1

0.55.0

0.51.0

0.50.2

0.50.0

0.22.1

0.22.0

0.21.0

0.20.0

0.19.0

0.18.1

0.18.0

0.17.0

0.16.7

0.16.6

0.16.5

0.16.4

0.16.3

0.16.2

0.16.1

0.16.0

0.14.0

0.12.0

0.11.1

0.11.0

0.10.2

0.10.1

0.10.0

0.9.4

0.9.3

0.9.1

0.9.0

0.8.2

0.8.1

0.8.0

0.7.15

0.7.14

0.7.12

0.7.11

0.7.10

0.7.9

0.7.8

0.7.7

0.7.6

0.7.5

0.7.4

This version

0.7.2

0.7.1

0.7.0

0.6.0

0.5.0

0.4.4

0.4.2

0.4.1

0.4.0

0.3.9

0.3.8

0.3.7

0.3.6

0.3.4

0.3.3

0.3.2

0.3.1

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

iatoolkit-0.7.2.tar.gz (61.4 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

iatoolkit-0.7.2-py3-none-any.whl (67.7 kB view details)

Uploaded Python 3

File details

Details for the file iatoolkit-0.7.2.tar.gz.

File metadata

  • Download URL: iatoolkit-0.7.2.tar.gz
  • Upload date:
  • Size: 61.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for iatoolkit-0.7.2.tar.gz
Algorithm Hash digest
SHA256 fb7749f46c58753182132d3b9aa23e462cc5dc596816ea8933c559ee3e8613a9
MD5 9e1bd577d35e01ad3fd0db09588b3faf
BLAKE2b-256 20c72d5841cdc2212c587e93c33bd2d2c13d79421a37fbc13ffd110f685d8d01

See more details on using hashes here.

Provenance

The following attestation bundles were made for iatoolkit-0.7.2.tar.gz:

Publisher: publish.yml on flibedinsky/iatoolkit

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file iatoolkit-0.7.2-py3-none-any.whl.

File metadata

  • Download URL: iatoolkit-0.7.2-py3-none-any.whl
  • Upload date:
  • Size: 67.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for iatoolkit-0.7.2-py3-none-any.whl
Algorithm Hash digest
SHA256 218fe92e8818a5ed6a8200339ecf3fe83e37a6dce7b1f5601fac38362bda935f
MD5 e0c8418598490d679cb782a4d96b3c81
BLAKE2b-256 590458330751ae710d42251951fa658479b5fbff6baa1fa1ff052e0b57118a8c

See more details on using hashes here.

Provenance

The following attestation bundles were made for iatoolkit-0.7.2-py3-none-any.whl:

Publisher: publish.yml on flibedinsky/iatoolkit

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page