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.

## [1.7.16] - 2025-11-26

  • Removing log of Deep Research tool call while keeping messages generated within the Deep Research call

## [1.7.15] - 2025-11-24

  • Streamlining message log service for listing tools and being compatible with SWOT and DeepSearch

[1.7.14] - 2025-11-20

  • Add message log service

[1.7.13] - 2025-11-20

  • Fix bug of handling properly uploaded files that are expired

[1.7.12] - 2025-11-19

  • Bump Swot tool

[1.7.11] - 2025-11-17

  • Fix bug where forcing a tool still sends builtin tools to the LLM when using the responses api.

[1.7.10] - 2025-11-14

  • Move pytest to dev dependencies

[1.7.9] - 2025-11-12

  • Fix bug where Responses API config was not properly validated

[1.7.8] - 2025-11-11

  • Better display of Responses API config in the UI

[1.7.7] - 2025-11-10

  • Remove direct azure client config from responses api config
  • Organize Responses API config better

[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

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-1.7.16.tar.gz (24.1 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-1.7.16-py3-none-any.whl (27.5 kB view details)

Uploaded Python 3

File details

Details for the file unique_orchestrator-1.7.16.tar.gz.

File metadata

  • Download URL: unique_orchestrator-1.7.16.tar.gz
  • Upload date:
  • Size: 24.1 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-1.7.16.tar.gz
Algorithm Hash digest
SHA256 7a7ffce7c0f2d419ddf59530d5040f45429daf6b696d8b0db41948a91d4d7e71
MD5 0f51c1bfdd518a3cbd886cd3495da003
BLAKE2b-256 6d36462030b6c36a3312ba7891515e5ac4237575daf80b0083a62367181124b3

See more details on using hashes here.

File details

Details for the file unique_orchestrator-1.7.16-py3-none-any.whl.

File metadata

  • Download URL: unique_orchestrator-1.7.16-py3-none-any.whl
  • Upload date:
  • Size: 27.5 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-1.7.16-py3-none-any.whl
Algorithm Hash digest
SHA256 d4745579052c62a189fe24c1a188c5b51695a6bac800ae34bbc72045f693c85b
MD5 527fd6feacabff1b6375b7f7ab930145
BLAKE2b-256 3e8ba8abe96169b81a2bcc9f40c3c3b9442aa684311b4b5c0cf7f022ec8ee784

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