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

This version

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-0.7.6.tar.gz (99.7 kB view details)

Uploaded Source

Built Distribution

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

iatoolkit-0.7.6-py3-none-any.whl (129.5 kB view details)

Uploaded Python 3

File details

Details for the file iatoolkit-0.7.6.tar.gz.

File metadata

  • Download URL: iatoolkit-0.7.6.tar.gz
  • Upload date:
  • Size: 99.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for iatoolkit-0.7.6.tar.gz
Algorithm Hash digest
SHA256 681dd537d8bc9ad4a9c4bd7efa429f59280d912534ee79aa81e2113e5d824d6b
MD5 674570a3cd8deadbb3fd4582f7cbe984
BLAKE2b-256 511adbb2f37c05d454db59d0c64ee31fc8bc514c88597f056a5a5ecc364ec26c

See more details on using hashes here.

Provenance

The following attestation bundles were made for iatoolkit-0.7.6.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-0.7.6-py3-none-any.whl.

File metadata

  • Download URL: iatoolkit-0.7.6-py3-none-any.whl
  • Upload date:
  • Size: 129.5 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for iatoolkit-0.7.6-py3-none-any.whl
Algorithm Hash digest
SHA256 9545b164b378dc0b058785101786aca78e96a6f42581def7702100187d352201
MD5 581c0986a7cb472d262837239a242f26
BLAKE2b-256 2b0688f14d978f38a79bf73adf6d96e8e9fbddbc4d70ff11359999a4c95bd71a

See more details on using hashes here.

Provenance

The following attestation bundles were made for iatoolkit-0.7.6-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