diff --git a/docs/ROADMAP.md b/docs/ROADMAP.md index d3f7ea408..9bc62f849 100644 --- a/docs/ROADMAP.md +++ b/docs/ROADMAP.md @@ -9,24 +9,22 @@ ### Short-term Objective 1. Become the multi-agent framework with the highest ROI. 2. Support fully automatic implementation of medium-sized projects (around 2000 lines of code). -3. Implement most identified tasks, reaching version 0.5. +3. Implement most identified tasks, reaching version 1.0. ### Tasks -To reach version v0.5, approximately 70% of the following tasks need to be completed. - 1. Usability 1. ~~Release v0.01 pip package to try to solve issues like npm installation (though not necessarily successfully)~~ (v0.3.0) - 2. Support for overall save and recovery of software companies + 2. ~~Support for overall save and recovery of software companies~~ (v0.6.0) 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 4. Support process caching: Consider carefully whether to add server caching mechanism 5. ~~Resolve occasional failure to follow instruction under current prompts, causing code parsing errors, through stricter system prompts~~ (v0.4.0, with function call) 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)) 7. ~~Support Docker~~ 2. Features - 1. Support a more standard and stable parser (need to analyze the format that the current LLM is better at) - 2. ~~Establish a separate output queue, differentiated from the message queue~~ - 3. Attempt to atomize all role work, but this may significantly increase token overhead + 1. ~~Support a more standard and stable parser (need to analyze the format that the current LLM is better at)~~ (v0.5.0) + 2. ~~Establish a separate output queue, differentiated from the message queue~~ (v0.5.0) + 3. ~~Attempt to atomize all role work, but this may significantly increase token overhead~~ (v0.5.0) 4. Complete the design and implementation of module breakdown 5. Support various modes of memory: clearly distinguish between long-term and short-term memory 6. Perfect the test role, and carry out necessary interactions with humans @@ -43,10 +41,10 @@ ### Tasks 4. Actions 1. ~~Implementation: Search~~ (v0.2.1) 2. Implementation: Knowledge search, supporting 10+ data formats - 3. Implementation: Data EDA (expected v0.6.0) - 4. Implementation: Review - 5. ~~Implementation~~: Add Document (v0.5.0) - 6. ~~Implementation~~: Delete Document (v0.5.0) + 3. Implementation: Data EDA (expected v0.7.0) + 4. Implementation: Review & Revise (expected v0.7.0) + 5. ~~Implementation: Add Document~~ (v0.5.0) + 6. ~~Implementation: Delete Document~~ (v0.5.0) 7. Implementation: Self-training 8. ~~Implementation: DebugError~~ (v0.2.1) 9. Implementation: Generate reliable unit tests based on YAPI @@ -64,23 +62,23 @@ ### Tasks 3. ~~Support Playwright apis~~ 7. Roles 1. Perfect the action pool/skill pool for each role - 2. Red Book blogger - 3. E-commerce seller - 4. Data analyst (expected v0.6.0) - 5. News observer - 6. ~~Institutional researcher~~ (v0.2.1) + 2. E-commerce seller + 3. Data analyst (expected v0.7.0) + 4. News observer + 5. ~~Institutional researcher~~ (v0.2.1) 8. Evaluation 1. Support an evaluation on a game dataset (experimentation done with game agents) 2. Reproduce papers, implement full skill acquisition for a single game role, achieving SOTA results (experimentation done with game agents) - 3. Support an evaluation on a math dataset (expected v0.6.0) + 3. Support an evaluation on a math dataset (expected v0.7.0) 4. Reproduce papers, achieving SOTA results for current mathematical problem solving process 9. LLM 1. Support Claude underlying API 2. ~~Support Azure asynchronous API~~ 3. Support streaming version of all APIs 4. ~~Make gpt-3.5-turbo available (HARD)~~ + 5. Support 10. Other - 1. Clean up existing unused code + 1. ~~Clean up existing unused code~~ 2. Unify all code styles and establish contribution standards - 3. Multi-language support - 4. Multi-programming-language support + 3. ~~Multi-language support~~ + 4. ~~Multi-programming-language support~~