Commit Graph

11 Commits

Author SHA1 Message Date
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
zgjja
3b4e993531 feat: 1. replace black with ruff for fomatting and sort import (#489)
2. use tavily from`langchain-tavily` rather than the older one from `langchain-community`

Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
2025-08-17 22:57:23 +08:00
Willem Jiang
4218cddab5 fix: langchain-mcp-adapters version conflict (#500)
* fix: langchain-mcp-adapters version conflict

* fix the lint error
2025-08-04 10:36:31 +08:00
DanielWalnut
448001f532 refactor: human feedback doesn't need to check enough context (#423) 2025-07-15 18:51:41 +08:00
Willem Jiang
3c46201ff0 fix: fix the lint check errors of the main branch (#403) 2025-07-12 14:43:25 +08:00
Willem Jiang
89f3d731c9 Fix: the test errors of test_nodes (#345) 2025-06-18 11:59:33 +08:00
Willem Jiang
c0b04aaba2 test: add unit tests for graph (#296)
* test: added unit test of builder

* test: Add unit tests for nodes.py

* test: add more unit tests in test_nodes

* test: try to fix the unit test error on GitHub

* test: reformate the code of test_nodes.py

* Fix the test error of reset the local argument

* Fixed the test error by setup args

* reformat the code
2025-06-18 10:05:02 +08:00
DanielWalnut
447e427fd3 refactor: refine teh background check logic (#306) 2025-06-11 11:10:02 +08:00
DanielWalnut
b5ec61bb9d refactor: refine the graph structure (#283) 2025-06-05 12:47:17 +08:00
DanielWalnut
0565ab6d27 fix: fix unittes & background investigation search logic (#247) 2025-05-28 14:05:34 +08:00
laundry
55ce399969 test: add background node unit test (#198)
* test: add background node unit test

Change-Id: Ia99f5a1687464387dcb01bbee04deaa371c6e490

* test: add background node unit test

Change-Id: I9aabcf02ff04fda40c56f3ea22abe6b8f93bf9b6

* test: fix test error

Change-Id: I3997dc53a2cfaa35501a1fbda5902ee15528124e

* test: fix unit test error

Change-Id: If4c4cd10673e76a30945674c7cda198aeabf28d0

* test: fix unit test error

Change-Id: I3dd7a6179132e5497a30ada443d88de0c47af3d4
2025-05-20 14:25:35 +08:00