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

This version

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

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-0.7.15.tar.gz (719.0 kB view details)

Uploaded Source

Built Distribution

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

iatoolkit-0.7.15-py3-none-any.whl (849.6 kB view details)

Uploaded Python 3

File details

Details for the file iatoolkit-0.7.15.tar.gz.

File metadata

  • Download URL: iatoolkit-0.7.15.tar.gz
  • Upload date:
  • Size: 719.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for iatoolkit-0.7.15.tar.gz
Algorithm Hash digest
SHA256 088dab7a4066b5db759767ed1787d9ee808c10b845bf423ba27678d8c44dca72
MD5 9a17251a252c824d8061103143d3d792
BLAKE2b-256 33388934d919122ce80bfba5b69445f79a31cd5d8a9cb1af89e7417e0990bd05

See more details on using hashes here.

Provenance

The following attestation bundles were made for iatoolkit-0.7.15.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-0.7.15-py3-none-any.whl.

File metadata

  • Download URL: iatoolkit-0.7.15-py3-none-any.whl
  • Upload date:
  • Size: 849.6 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for iatoolkit-0.7.15-py3-none-any.whl
Algorithm Hash digest
SHA256 92a2688ef5526844187e6cd5c56445a59febcd08528b8e88b6cc43a6fcb6226b
MD5 da8e465dc0d3c05b038869f9ce2ef011
BLAKE2b-256 b13ca9ad30ce53b51d42c2402c94445118e788b92dde72373ad85ab4e7ba28f9

See more details on using hashes here.

Provenance

The following attestation bundles were made for iatoolkit-0.7.15-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