Metadata-Version: 2.1
Name: unique_deep_research
Version: 2.1.3
Summary: Deep Research Tool for complex research tasks
License: Proprietary
Author: Martin Fadler
Author-email: martin.fadler@unique.ch
Requires-Python: >=3.12,<4.0
Classifier: License :: Other/Proprietary License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.12
Requires-Dist: jinja2 (>=3.1.2,<4.0.0)
Requires-Dist: langchain (>=0.3.0,<0.4.0)
Requires-Dist: langchain-core (>=0.3.0,<0.4.0)
Requires-Dist: langchain-openai (>=0.3.32,<0.4.0)
Requires-Dist: langgraph (>=0.6.6,<0.7.0)
Requires-Dist: openai (>=1.99.0,<2.0.0)
Requires-Dist: pydantic (>=2.8.2,<3.0.0)
Requires-Dist: pydantic-settings (>=2.10.1,<3.0.0)
Requires-Dist: pytest (>=8.4.1,<9.0.0)
Requires-Dist: python-dotenv (>=1.0.1,<2.0.0)
Requires-Dist: typing-extensions (>=4.9.0,<5.0.0)
Requires-Dist: unique-sdk (>=0.10.16,<0.11.0)
Requires-Dist: unique-toolkit (>=1.0.0,<2.0.0)
Requires-Dist: unique-web-search (>=1.0.0,<2.0.0)
Description-Content-Type: text/markdown

# Deep Research Tool

Deep Research Tool for complex research tasks that require in-depth investigation across multiple sources.
# Changelog

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

The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), 
and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).

## [2.1.3] - 2025-10-06
- Error handeling on context window limits

## [2.1.2] - 2025-10-02
- Remove temperature param to allow for more models used in unique custom
- Research prompt improvements
- Citation rendering improvements with extra llm call
- Additional logging for openai and custom agent

## [2.1.1] - 2025-10-01
- bugfix of langgraph state issue
- more logging

## [2.1.0] - 2025-10-01
Prompt improvements
- Pushing agent for deeper analysis and including tool descriptions

## [2.0.0] - 2025-09-26
Simplification, bugfixes, and performance improvements
- Improve lead and research agent prompts
- Simplify configuration of tool
- root try-catch for error handeling
- Prompt engineering on report writer prompt to ensure inline citations
- Simplify thinking messages
- Include url title for web_fetch

## [1.1.1] - 2025-09-23
Minor bugfixes:
- Message log entry at the completion of the report
- Improved instruction on followup questions to use numbered list instead of bullets
- Bugfix of internalsearch and internalfetch due to breaking change in toolkit
- Stronger citation requirements in prompt

## [1.1.0] - 2025-09-23
- Use streaming for followup questions and only a single iteration allowed
- Set default models to GPT 4o for followup and GPT 4.1 for research brief

## [1.0.0] - 2025-09-18
- Bump toolkit version to allow for both patch and minor updates

## [0.0.11] - 2025-09-17
- Updated to latest toolkit

## [0.0.10] - 2025-09-12
- Upgrade web search version

## [0.0.9] - 2025-09-11
- Bugfixes of statemanagement
- missing tool call handlers
- small performance improvements

## [0.0.8] - 2025-09-09
- Implement custom deep research logic using langgraph

## [0.0.7] - 2025-09-05
- Set message execution to completed
- Better error protection
- Formatting of final output report

## [0.0.6] - 2025-09-04
- Fix null pointer issue in web search action query handling

## [0.0.5] - 2025-09-04
- Additional messages in message log and add formatted messages in details

## [0.0.4] - 2025-09-02
- Introducing handover capability.

## [0.0.3] - 2025-09-03
- Bump toolkit version to get bugfix and small cleanup of getting client

## [0.0.2] - 2025-09-02
- Update standard config to use existing LMI objects

## [0.0.1] - 2025-09-01
- Initial release of `deep_research`
