Skip to main content

No project description provided

Project description

Unique Orchestrator

Unique AI orchestrator agent to struct and direct subagents, tools and services

Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

[1.7.6] - 2025-11-05

  • Update default system prompt (including user metadata section)

[1.7.5] - 2025-11-05

  • Adding functionality to include user metadata into user/system prompts of the orchestrator

[1.7.4] - 2025-11-04

  • Update and adapt to toolkit 1.23.0 (refactor sub agents implementation)

[1.7.3] - 2025-11-03

  • Fixed an issue where new assistant messages were not properly generated during streaming outputs with tool calls; the orchestrator now correctly creates messages via _create_new_assistant_message_if_loop_response_contains_content when loop_response includes text and tool invocations.

[1.7.2] - 2025-11-03

  • Add Swot tool to the orchestrator

[1.7.1] - 2025-10-30

  • Fixing that system format info is only appended to system prompt if tool is called

[1.7.0] - 2025-10-30

  • Add option to customize the display of tool progress statuses.
  • Make follow-questions postprocessor run last to make sure the follow up questions are displayed last.

[1.6.1] - 2025-10-28

  • Removing unused experimental config full_sources_serialize_dump in history_manager

[1.6.0] - 2025-10-27

  • Add temporary config option sleep_time_before_update to avoid rendering issues with sub agent responses`

[1.5.2] - 2025-10-23

  • Run evaluation and post processing in parallel

[1.5.1] - 2025-10-17

  • revert behavior of unique ai upload and chat to
  1. Add upload and chat tool to forced tools if there are tool choices
  2. Simply force it if there are no tool choices.
  3. Tool not available when no uploaded documents

[1.5.0] - 2025-10-16

  • Make code interpreter configurable through spaces 2.0.

[1.4.3] - 2025-10-16

  • Fix issue with openai base url

[1.4.2] - 2025-10-16

  • Update debug info for better tool call tracking

[1.4.1] - 2025-10-16

  • Temporarily make open ai env vars configurable

[1.4.0] - 2025-10-14

  • Add responses api and code execution support.

[1.3.0] - 2025-10-14

  • Re-organize sub-agents configuration for clarity.

[1.2.4] - 2025-10-14

  • Let control taking tool itself set the message state to completed

[1.2.3] - 2025-10-13

  • Fix bug where follow-up questions were being generated even if the number of questions is set to 0 in the config.

[1.2.2] - 2025-10-09

  • update loading path of DEFAULT_GPT_4o from unique_toolkit

[1.2.1] - 2025-10-07

  • upgrade to deep research 3.0.0

[1.2.0] - 2025-10-07

  • Add sub agent response referencing.

[1.1.1] - 2025-10-03

  • Adapt orchestrator to toolkit 1.8.0.

[1.1.0] - 2025-09-29

  • Add ability to display sub agent's answers in main agent.
  • Add ability to consolidate sub agent's assessment's in main agent.

[1.0.3] - 2025-09-29

  • fix UniqueAI system prompt for not activated tools
  • updated README

[1.0.2] - 2025-09-29

  • updated deep-research to v2

[1.0.1] - 2025-09-18

  • updated toolkit

[1.0.0] - 2025-09-18

  • Bump toolkit version to allow for both patch and minor updates

[0.0.4] - 2025-09-17

  • Updated to latest toolkit

[0.0.3] - 2025-09-16

  • Cleaned configuration

[0.0.2] - 2025-09-15

  • Resolve dependency bug

[0.0.1] - 2025-08-18

  • Initial release of orchestrator.

Project details


Release history Release notifications | RSS feed

This version

1.7.6

Download files

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

Source Distribution

unique_orchestrator-1.7.6.tar.gz (21.0 kB view details)

Uploaded Source

Built Distribution

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

unique_orchestrator-1.7.6-py3-none-any.whl (23.7 kB view details)

Uploaded Python 3

File details

Details for the file unique_orchestrator-1.7.6.tar.gz.

File metadata

  • Download URL: unique_orchestrator-1.7.6.tar.gz
  • Upload date:
  • Size: 21.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/1.8.3 CPython/3.12.3 Linux/6.11.0-1018-azure

File hashes

Hashes for unique_orchestrator-1.7.6.tar.gz
Algorithm Hash digest
SHA256 a8afcc60b1a286c2ee698ad2221b06cf59097ea2fb8f48718ae251e893c904e0
MD5 7242b1acddcfcd1e65644f05e435335f
BLAKE2b-256 fa68b33153a65091430fc53b038a8868b7f6da553d8c30972784c4a4ab4a2c00

See more details on using hashes here.

File details

Details for the file unique_orchestrator-1.7.6-py3-none-any.whl.

File metadata

  • Download URL: unique_orchestrator-1.7.6-py3-none-any.whl
  • Upload date:
  • Size: 23.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/1.8.3 CPython/3.12.3 Linux/6.11.0-1018-azure

File hashes

Hashes for unique_orchestrator-1.7.6-py3-none-any.whl
Algorithm Hash digest
SHA256 907ebb26342c41c4e0f7d025e0ab9fec4d112174fb74cfd9ce79f148ca919dbe
MD5 7343187b8fe2d9c267106bcfd5f58de9
BLAKE2b-256 f465aa1444d4a3920e9fafaeb010e6b9b65ca8e35e5284e30b716b1f243b4c73

See more details on using hashes here.

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