deerflow2/src
jimmyuconn1982 2510cc61de
feat: Add intelligent clarification feature in coordinate step for research queries (#613)
* fix: support local models by making thought field optional in Plan model

- Make thought field optional in Plan model to fix Pydantic validation errors with local models
- Add Ollama configuration example to conf.yaml.example
- Update documentation to include local model support
- Improve planner prompt with better JSON format requirements

Fixes local model integration issues where models like qwen3:14b would fail
due to missing thought field in JSON output.

* feat: Add intelligent clarification feature for research queries

- Add multi-turn clarification process to refine vague research questions
- Implement three-dimension clarification standard (Tech/App, Focus, Scope)
- Add clarification state management in coordinator node
- Update coordinator prompt with detailed clarification guidelines
- Add UI settings to enable/disable clarification feature (disabled by default)
- Update workflow to handle clarification rounds recursively
- Add comprehensive test coverage for clarification functionality
- Update documentation with clarification feature usage guide

Key components:
- src/graph/nodes.py: Core clarification logic and state management
- src/prompts/coordinator.md: Detailed clarification guidelines
- src/workflow.py: Recursive clarification handling
- web/: UI settings integration
- tests/: Comprehensive test coverage
- docs/: Updated configuration guide

* fix: Improve clarification conversation continuity

- Add comprehensive conversation history to clarification context
- Include previous exchanges summary in system messages
- Add explicit guidelines for continuing rounds in coordinator prompt
- Prevent LLM from starting new topics during clarification
- Ensure topic continuity across clarification rounds

Fixes issue where LLM would restart clarification instead of building upon previous exchanges.

* fix: Add conversation history to clarification context

* fix: resolve clarification feature message to planer, prompt, test issues

- Optimize coordinator.md prompt template for better clarification flow
- Simplify final message sent to planner after clarification
- Fix API key assertion issues in test_search.py

* fix: Add configurable max_clarification_rounds and comprehensive tests

- Add max_clarification_rounds parameter for external configuration
- Add comprehensive test cases for clarification feature in test_app.py
- Fixes issues found during interactive mode testing where:
  - Recursive call failed due to missing initial_state parameter
  - Clarification exited prematurely at max rounds
  - Incorrect logging of max rounds reached

* Move clarification tests to test_nodes.py and add max_clarification_rounds to zh.json
2025-10-14 13:35:57 +08:00
..
agents feat: add context compress (#590) 2025-09-27 21:42:22 +08:00
config feat: add strategic_investment report style (#595) 2025-09-24 09:50:36 +08:00
crawler fix: fix the lint check errors of the main branch (#403) 2025-07-12 14:43:25 +08:00
graph feat: Add intelligent clarification feature in coordinate step for research queries (#613) 2025-10-14 13:35:57 +08:00
llms feat: add context compress (#590) 2025-09-27 21:42:22 +08:00
podcast refactor: refactor the prompt management mechanism (#17) 2025-05-09 15:50:46 +08:00
ppt/graph fix: some lint fix using tools (#98) 2025-07-12 13:59:02 +08:00
prompt_enhancer feat: 1. replace black with ruff for fomatting and sort import (#489) 2025-08-17 22:57:23 +08:00
prompts feat: Add intelligent clarification feature in coordinate step for research queries (#613) 2025-10-14 13:35:57 +08:00
prose/graph feat: 1. replace black with ruff for fomatting and sort import (#489) 2025-08-17 22:57:23 +08:00
rag feat: add strategic_investment report style (#595) 2025-09-24 09:50:36 +08:00
server feat: Add intelligent clarification feature in coordinate step for research queries (#613) 2025-10-14 13:35:57 +08:00
tools feat: Add intelligent clarification feature in coordinate step for research queries (#613) 2025-10-14 13:35:57 +08:00
utils feat: Add intelligent clarification feature in coordinate step for research queries (#613) 2025-10-14 13:35:57 +08:00
__init__.py docs: refine readme 2025-04-17 11:54:24 +08:00
workflow.py feat: Add intelligent clarification feature in coordinate step for research queries (#613) 2025-10-14 13:35:57 +08:00