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Merge branch 'dev' into code_intepreter
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@ -9,24 +9,22 @@ ### Short-term Objective
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1. Become the multi-agent framework with the highest ROI.
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2. Support fully automatic implementation of medium-sized projects (around 2000 lines of code).
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3. Implement most identified tasks, reaching version 0.5.
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3. Implement most identified tasks, reaching version 1.0.
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### Tasks
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To reach version v0.5, approximately 70% of the following tasks need to be completed.
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1. Usability
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1. ~~Release v0.01 pip package to try to solve issues like npm installation (though not necessarily successfully)~~ (v0.3.0)
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2. Support for overall save and recovery of software companies
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2. ~~Support for overall save and recovery of software companies~~ (v0.6.0)
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3. ~~Support human confirmation and modification during the process~~ (v0.3.0) New: Support human confirmation and modification with fewer constrainsts and a more user-friendly interface
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4. Support process caching: Consider carefully whether to add server caching mechanism
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5. ~~Resolve occasional failure to follow instruction under current prompts, causing code parsing errors, through stricter system prompts~~ (v0.4.0, with function call)
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6. Write documentation, describing the current features and usage at all levels (ongoing, continuously adding contents to [documentation site](https://docs.deepwisdom.ai/main/en/guide/get_started/introduction.html))
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7. ~~Support Docker~~
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2. Features
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1. Support a more standard and stable parser (need to analyze the format that the current LLM is better at)
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2. ~~Establish a separate output queue, differentiated from the message queue~~
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3. Attempt to atomize all role work, but this may significantly increase token overhead
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1. ~~Support a more standard and stable parser (need to analyze the format that the current LLM is better at)~~ (v0.5.0)
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2. ~~Establish a separate output queue, differentiated from the message queue~~ (v0.5.0)
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3. ~~Attempt to atomize all role work, but this may significantly increase token overhead~~ (v0.5.0)
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4. Complete the design and implementation of module breakdown
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5. Support various modes of memory: clearly distinguish between long-term and short-term memory
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6. Perfect the test role, and carry out necessary interactions with humans
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@ -43,10 +41,10 @@ ### Tasks
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4. Actions
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1. ~~Implementation: Search~~ (v0.2.1)
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2. Implementation: Knowledge search, supporting 10+ data formats
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3. Implementation: Data EDA (expected v0.6.0)
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4. Implementation: Review
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5. ~~Implementation~~: Add Document (v0.5.0)
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6. ~~Implementation~~: Delete Document (v0.5.0)
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3. Implementation: Data EDA (expected v0.7.0)
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4. Implementation: Review & Revise (expected v0.7.0)
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5. ~~Implementation: Add Document~~ (v0.5.0)
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6. ~~Implementation: Delete Document~~ (v0.5.0)
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7. Implementation: Self-training
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8. ~~Implementation: DebugError~~ (v0.2.1)
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9. Implementation: Generate reliable unit tests based on YAPI
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@ -64,15 +62,14 @@ ### Tasks
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3. ~~Support Playwright apis~~
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7. Roles
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1. Perfect the action pool/skill pool for each role
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2. Red Book blogger
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3. E-commerce seller
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4. Data analyst (expected v0.6.0)
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5. News observer
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6. ~~Institutional researcher~~ (v0.2.1)
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2. E-commerce seller
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3. Data analyst (expected v0.7.0)
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4. News observer
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5. ~~Institutional researcher~~ (v0.2.1)
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8. Evaluation
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1. Support an evaluation on a game dataset (experimentation done with game agents)
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2. Reproduce papers, implement full skill acquisition for a single game role, achieving SOTA results (experimentation done with game agents)
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3. Support an evaluation on a math dataset (expected v0.6.0)
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3. Support an evaluation on a math dataset (expected v0.7.0)
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4. Reproduce papers, achieving SOTA results for current mathematical problem solving process
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9. LLM
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1. Support Claude underlying API
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@ -80,7 +77,7 @@ ### Tasks
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3. Support streaming version of all APIs
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4. ~~Make gpt-3.5-turbo available (HARD)~~
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10. Other
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1. Clean up existing unused code
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2. Unify all code styles and establish contribution standards
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3. Multi-language support
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4. Multi-programming-language support
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1. ~~Clean up existing unused code~~
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2. ~~Unify all code styles and establish contribution standards~~
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3. ~~Multi-language support~~
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4. ~~Multi-programming-language support~~
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