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Deep Research Tool for complex research tasks

Project description

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, and this project adheres to Semantic Versioning.

[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

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