Add roadmap

ROADMAP.md

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+## Goals
+
+- Short-term Goals: Focus on GPT-4 / Claude-3 or API-based projects.
+- Demo Goal: Aim to replicate existing demos.
+- Accuracy Goal: Work on the evaluation of the SWE-Bench (aiming for a 15% accuracy improvement) and Dev-Bench.
+- Long-term Goal: Explore the potential for automatic coding/software engineering advancements.
+
+## Milestones
+
+- TODO
+
+## Roadmap
+
+1. Community operation
+   1. Establish an open source committee and clarify the board members and management mechanism. This committee is mainly used for SOP design and operation.
+   2. Set up maintainer(s) and join some developers into the github group. They can determine which code can be incorporated and push everything forward.
+   3. Design and provide community operation SOP documents, determine entry and exit criteria, and determine the responsibilities of different roles.
+2. Use Case and interaction
+   1. Document learning: Supports specifying a URL or keyword to learn documents, use corresponding documents, and use tools.
+   2. Repair based on issue: Given a github repo and issue, the Agent can issue a Pull Request for Review
+   3. Confidential information mosaic: supports inquiry and mosaic of confidential information (such as passwords)
+3. Effect: Exceeding devin’s score on SWE-bench
+   1. The trial-and-error process, that is, the agent generates both patch and test-patch (for self-test), and then the agent debugs it until it succeeds, and then generates the real patch, which may improve the effect by ~2 times
+4. Basic module
+   1. Account system: Provides registration, login, retrieval, and logout functions for different accounts
+   2. Data infra: Establish and determine the usage process of PostgreSQL, Redis, and S3/MinIO to provide multi-modal and multi-level data storage
+   3. Data model: Use SQLAlchemy and pydantic to initialize the data model, including account, session, message, log, etc.
+   4. Session: Support Session module to isolate different contexts
+   5. Asynchronous interaction: Supports asynchronous interaction. All information can be supplied asynchronously without interrupting the work process.
+5. Agent
+   1. Environment & Sandbox
+       1. Support docker: You need to ensure that Python, Shell, and browser can all install necessary dependencies and run under docker.  
+           1. Note that it is recommended to pre-install a series of dependencies, such as chromium driver, to reduce the cost of repeated pulls.
+       2. Support baremetal: Same as above
+       3. Support vm: Same as above
+   2. Memory
+       1. Short-term memory: supports the storage and complete reading of all historical information within a time window
+       2. Long-term memory: supports storage, retrieval, and weighted reordering of all historical information within a time window
+       3. Program memory: supports symbolic storage and retrieval and weighted reordering of all historical information within a time window
+       4. Auxiliary module: supports recording, filtering, weighting, and retrieval of any memory
+   3. Tools
+       1. Browser
+           1. Selenium: Natural interactions can occur, such as link clicks and jumps, page rendering, etc.
+           2. Playwright: Same as above
+       2. Search
+           1. SERPAPI: for fast structured interaction with different search engines
+           2. SERPER: Same as above
+           3. Duckduckgo: Fast structured interaction with ddg
+           4. Google official API: fast structured interaction with google
+       3. Command line support
+       4. Code editor (such as VSCode)
+       5. Text editor
+   4. Evaluation
+       1. Use Agent to access the basic evaluation process of SWE-bench
+       2. Determine a clear SWE-bench development data set and unify everyone’s experimental standards
+       3. Find the right sponsor, especially considering that this may cost tens of thousands of dollars
+   5. LLM
+       1. Support GPT-4
+       2. Support GPT-4V
+       3. Support ollama
+       4. Support other APIs compatible with OpenAI
+6. Documentation
+   1. Establish an independent documentation site
+   2. Determine the maintainers of the document site and related publicity to ensure that each meeting is properly publicized