add openai interface support

…ment_workflow_task_as_example

Xuyang1/refine task and implement workflow task as example

…ask-implementation

add the initial version of plan and config task implementation

…on_task

add code implementation task

…e_cache

add a debug mode to speed up debug process

* 1.update prompt;
2.update fetch information method.

* 1.update prompt;
2.save result to markdown;

* 1.get context info from context_manager;
2.run the entire process successfully.

* Update setup.py and config

* WIP

* init_workspace and CMDTask

* Delete test_sumarize.py

* Edit yaml task

* update comments

* add recorder task

* add batch generate summarize report unittest.

* * add recorder to RecorderTask;
* add matplot figure to analyzer.py

* add image to markdown;

* Add some log

* update figure path.

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Co-authored-by: Young <afe.young@gmail.com>
Co-authored-by: Cadenza-Li <362237642@qq.com>

add simple readme & move prompt templates to outer yaml file to make the code clean

* use FinCoLog for a better interact experience

* addition file changes

* optimize format

* optimize format

add datahandler and design action task according to component

* * optimize interact
* add AnalyserTask
* optimize logger format and add render feature

* format optimize

* add analyser docstring to context;
* add retrieve method to context manager;

* add notes to retrieve

* * add TrainTask & BacktestTask;
* add BackForwardTask;
* adjust prompt_template.yaml which default config failed to backtest;
* run workflow in loop
* add update method to prompt_template.py

* remove debug code

* Adjust Learn Process
* add LearnManager class & use LearnManager to update system prompt;
* use qrun to replace recorder for training and backtesting;

* Adjust analyser
* analyser independent of recorder;
* rename analyser's workspace attribution;
* analyser load variable by recorder.

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Co-authored-by: Cadenza-Li <362237642@qq.com>

…ump_task

refine workflow and prompts

…crease_success_rate

refine workflow to increase success rate

fix singleton bug

* Add knowledge module
* add KnowledgeExperiment add KnowledgeBase;
* add knowledge associate prompts to template;

* Add Topic class
* add Topic to summarize knowledge;
* add recorder's metric to summarizeTask;

---------

Co-authored-by: Cadenza-Li <362237642@qq.com>

* Adjust prompt and fix cases
* adjust summarizeTask & learn prompts;
* fix typos & drop duplicate task method;

* adjust learn prompts;

* add storage class;
* new practice,execute,finance,infrastructure knowledge;
* add query method to KnowledgeBase;

* Knowledge.storage to storages list;
* optimize Knowledge & Storage save and load method;
* optimize Knowledge query prompt;

Co-authored-by: Xu Yang <xuyang1@microsoft.com>

* Update CMDTask prompt example for Windows OS;
* Windows OS decode output of subprocess in gbk by default, specify encoding format explict;
* Add KnowledgeBase's 4 knowledge types to corresponding task;

update knowledge module;

* Connect train task to ddg-da & rolling

* Pylint & black formatting

* Formatting

* optimize KnowledgeBase to complete workflow;
* Update Knowledge methods of handle data IO;
* Update task to handle multi recorders;
* Integrate Knowledge to workflow;

* optimize KnowledgeBase to complete workflow
* Update TrainTask & AnalyseTask's recorder method;
* Update SummarizeTask;
* Update Workflow & Topic prompt;

add idea task and round1

finetune prompts