From cd58194d2a8aad4815a3251f90212d8a551dea44 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Alex=20B=C3=A4uerle?= Date: Mon, 29 Apr 2024 10:00:51 -0700 Subject: [PATCH] docs(docs): start implementing docs website (#1372) * docs(docs): start implementing docs website * update video url * add autogenerated codebase docs for backend * precommit * update links * fix config and video * gh actions * rename * workdirs * path * path * fix doc1 * redo markdown * docs * change main folder name * simplify readme * add back architecture * Fix lint errors * lint * update poetry lock --------- Co-authored-by: Jim Su --- .github/workflows/deploy-docs.yml | 58 + README.md | 167 +- dev_config/python/.pre-commit-config.yaml | 17 +- docs/.gitignore | 20 + docs/Agents.md | 98 - docs/README-zh.md | 253 - docs/README.md | 41 + docs/architecture/Architecture.md | 14 - docs/architecture/README.md | 22 - docs/babel.config.js | 3 + docs/docusaurus.config.ts | 128 + docs/guides/images/ollama.png | Bin 40187 -> 0 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a/.github/workflows/deploy-docs.yml b/.github/workflows/deploy-docs.yml new file mode 100644 index 0000000000..f884851ea8 --- /dev/null +++ b/.github/workflows/deploy-docs.yml @@ -0,0 +1,58 @@ +name: Deploy Docs to GitHub Pages + +on: + push: + branches: + - main + pull_request: + branches: + - main + +jobs: + build: + name: Build Docusaurus + runs-on: ubuntu-latest + defaults: + run: + working-directory: docs + steps: + - uses: actions/checkout@v4 + with: + fetch-depth: 0 + - uses: actions/setup-node@v4 + with: + node-version: 18 + cache: npm + cache-dependency-path: docs/package-lock.json + + - name: Install dependencies + run: npm ci + - name: Build website + run: npm run build + + - name: Upload Build Artifact + if: github.ref == 'refs/heads/main' + uses: actions/upload-pages-artifact@v3 + with: + path: build + + deploy: + name: Deploy to GitHub Pages + needs: build + if: github.ref == 'refs/heads/main' + # Grant GITHUB_TOKEN the permissions required to make a Pages deployment + permissions: + pages: write # to deploy to Pages + id-token: write # to verify the deployment originates from an appropriate source + # Deploy to the github-pages environment + environment: + name: github-pages + url: ${{ steps.deployment.outputs.page_url }} + runs-on: ubuntu-latest + defaults: + run: + working-directory: docs + steps: + - name: Deploy to GitHub Pages + id: deployment + uses: actions/deploy-pages@v4 diff --git a/README.md b/README.md index 9827abf6c5..4f3a6ed93a 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,3 @@ -[English](README.md) | [中文](docs/README-zh.md) -
- Logo + Logo

OpenDevin: Code Less, Make More

- -
- 🗂️ Table of Contents -
    -
  1. 🎯 Mission
    2. -
  2. 🤔 What is Devin?
    3. -
  3. 🐚 Why OpenDevin?
    4. -
  4. 🚧 Project Status
    5. - 🚀 Get Started - - -
  5. ⭐️ Research Strategy
    6. -
  6. 🤝 How to Contribute
    7. -
  7. 🤖 Join Our Community
    8. -
  8. 🛠️ Built With
    9. -
  9. 📜 License
    10. -
-
- ## 🎯 Mission -[Project Demo Video](https://github.com/OpenDevin/OpenDevin/assets/38853559/71a472cc-df34-430c-8b1d-4d7286c807c9) +[Project Demo Video](./docs/static/img/teaser.mp4) Welcome to OpenDevin, an open-source project aiming to replicate Devin, an autonomous AI software engineer who is capable of executing complex engineering tasks and collaborating actively with users on software development projects. This project aspires to replicate, enhance, and innovate upon Devin through the power of the open-source community. -

- - ↑ Back to Top ↑ - -

- -## 🤔 What is Devin? - -Devin represents a cutting-edge autonomous agent designed to navigate the complexities of software engineering. It leverages a combination of tools such as a shell, code editor, and web browser, showcasing the untapped potential of LLMs in software development. Our goal is to explore and expand upon Devin's capabilities, identifying both its strengths and areas for improvement, to guide the progress of open code models. - -

- - ↑ Back to Top ↑ - -

- -## 🐚 Why OpenDevin? - -The OpenDevin project is born out of a desire to replicate, enhance, and innovate beyond the original Devin model. By engaging the open-source community, we aim to tackle the challenges faced by Code LLMs in practical scenarios, producing works that significantly contribute to the community and pave the way for future advancements. - -

- - ↑ Back to Top ↑ - -

- -## 🚧 Project Status - -OpenDevin is currently a work in progress, but you can already run the alpha version to see the end-to-end system in action. The project team is actively working on the following key milestones: - -- **UI**: Developing a user-friendly interface, including a chat interface, a shell demonstrating commands, and a web browser. -- **Architecture**: Building a stable agent framework with a robust backend that can read, write, and run simple commands. -- **Agent Capabilities**: Enhancing the agent's abilities to generate bash scripts, run tests, and perform other software engineering tasks. -- **Evaluation**: Establishing a minimal evaluation pipeline that is consistent with Devin's evaluation criteria. - -After completing the MVP, the team will focus on research in various areas, including foundation models, specialist capabilities, evaluation, and agent studies. - -

- - ↑ Back to Top ↑ - -

- -## ⚠️ Caveats and Warnings - -- OpenDevin is still an alpha project. It is changing very quickly and is unstable. We are working on getting a stable release out in the coming weeks. -- OpenDevin will issue many prompts to the LLM you configure. Most of these LLMs cost money--be sure to set spending limits and monitor usage. -- OpenDevin runs `bash` commands within a Docker sandbox, so it should not affect your machine. But your workspace directory will be attached to that sandbox, and files in the directory may be modified or deleted. -- Our default Agent is currently the MonologueAgent, which has limited capabilities, but is fairly stable. We're working on other Agent implementations, including [SWE Agent](https://swe-agent.com/). You can [read about our current set of agents here](./docs/Agents.md). - -## 🚀 Get Started - -The easiest way to run OpenDevin is inside a Docker container. - -To start the app, run these commands, replacing `$(pwd)/workspace` with the path to the code you want OpenDevin to work with. - -```bash -# Your OpenAI API key, or any other LLM API key -export LLM_API_KEY="sk-..." - -# The directory you want OpenDevin to modify. MUST be an absolute path! -export WORKSPACE_BASE=$(pwd)/workspace - -docker run \ - -e LLM_API_KEY \ - -e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \ - -v $WORKSPACE_BASE:/opt/workspace_base \ - -v /var/run/docker.sock:/var/run/docker.sock \ - -p 3000:3000 \ - --add-host host.docker.internal=host-gateway \ - ghcr.io/opendevin/opendevin:0.4.0 -``` - -You'll find opendevin running at `http://localhost:3000`. - -If you want to use the (unstable!) bleeding edge, you can use `ghcr.io/opendevin/opendevin:main` as the image. - -See [Development.md](Development.md) for instructions on running OpenDevin without Docker. - -Having trouble? Check out our [Troubleshooting Guide](./docs/guides/Troubleshooting.md). - -## 🤖 LLM Backends - -OpenDevin can work with any LLM backend. -For a full list of the LM providers and models available, please consult the -[litellm documentation](https://docs.litellm.ai/docs/providers). - -The `LLM_MODEL` environment variable controls which model is used in programmatic interactions. -But when using the OpenDevin UI, you'll need to choose your model in the settings window (the gear -wheel on the bottom left). - -The following environment variables might be necessary for some LLMs: - -- `LLM_API_KEY` -- `LLM_BASE_URL` -- `LLM_EMBEDDING_MODEL` -- `LLM_EMBEDDING_DEPLOYMENT_NAME` -- `LLM_API_VERSION` - -We have a few guides for running OpenDevin with specific model providers: - -- [ollama](./docs/guides/LocalLLMs.md) -- [Azure](./docs/guides/AzureLLMs.md) - -If you're using another provider, we encourage you to open a PR to share your setup! - -**Note on Alternative Models:** -The best models are GPT-4 and Claude 3. Current local and open source models are -not nearly as powerful. When using an alternative model, -you may see long wait times between messages, -poor responses, or errors about malformed JSON. OpenDevin -can only be as powerful as the models driving it--fortunately folks on our team -are actively working on building better open source models! - -**Note on API retries and rate limits:** -Some LLMs have rate limits and may require retries. OpenDevin will automatically retry requests if it receives a 429 error or API connection error. -You can set LLM_NUM_RETRIES, LLM_RETRY_MIN_WAIT, LLM_RETRY_MAX_WAIT environment variables to control the number of retries and the time between retries. -By default, LLM_NUM_RETRIES is 5 and LLM_RETRY_MIN_WAIT, LLM_RETRY_MAX_WAIT are 3 seconds and respectively 60 seconds. - -## ⭐️ Research Strategy - -Achieving full replication of production-grade applications with LLMs is a complex endeavor. Our strategy involves: - -1. **Core Technical Research:** Focusing on foundational research to understand and improve the technical aspects of code generation and handling. -2. **Specialist Abilities:** Enhancing the effectiveness of core components through data curation, training methods, and more. -3. **Task Planning:** Developing capabilities for bug detection, codebase management, and optimization. -4. **Evaluation:** Establishing comprehensive evaluation metrics to better understand and improve our models. +To learn more and to use OpenDevin, check out our [documentation](https://opendevin.github.io/OpenDevin/).

@@ -230,14 +77,6 @@ If you would love to contribute, feel free to join our community (note that now [![Star History Chart](https://api.star-history.com/svg?repos=OpenDevin/OpenDevin&type=Date)](https://star-history.com/#OpenDevin/OpenDevin&Date) -## 🛠️ Built With - -OpenDevin is built using a combination of powerful frameworks and libraries, providing a robust foundation for its development. Here are the key technologies used in the project: - -![FastAPI](https://img.shields.io/badge/FastAPI-black?style=for-the-badge) ![uvicorn](https://img.shields.io/badge/uvicorn-black?style=for-the-badge) ![LiteLLM](https://img.shields.io/badge/LiteLLM-black?style=for-the-badge) ![Docker](https://img.shields.io/badge/Docker-black?style=for-the-badge) ![Ruff](https://img.shields.io/badge/Ruff-black?style=for-the-badge) ![MyPy](https://img.shields.io/badge/MyPy-black?style=for-the-badge) ![LlamaIndex](https://img.shields.io/badge/LlamaIndex-black?style=for-the-badge) ![React](https://img.shields.io/badge/React-black?style=for-the-badge) - -Please note that the selection of these technologies is in progress, and additional technologies may be added or existing ones may be removed as the project evolves. We strive to adopt the most suitable and efficient tools to enhance the capabilities of OpenDevin. -

↑ Back to Top ↑ diff --git a/dev_config/python/.pre-commit-config.yaml b/dev_config/python/.pre-commit-config.yaml index 3fca8dba10..ef05b25b04 100644 --- a/dev_config/python/.pre-commit-config.yaml +++ b/dev_config/python/.pre-commit-config.yaml @@ -3,7 +3,9 @@ repos: rev: v4.5.0 hooks: - id: trailing-whitespace + exclude: docs/modules/python - id: end-of-file-fixer + exclude: docs/modules/python - id: check-yaml - id: debug-statements @@ -16,7 +18,6 @@ repos: hooks: - id: validate-pyproject - - repo: https://github.com/astral-sh/ruff-pre-commit # Ruff version. rev: v0.3.7 @@ -24,18 +25,24 @@ repos: # Run the linter. - id: ruff entry: ruff check --config dev_config/python/ruff.toml opendevin/ agenthub/ - types_or: [ python, pyi, jupyter ] - args: [ --fix ] + types_or: [python, pyi, jupyter] + args: [--fix] # Run the formatter. - id: ruff-format entry: ruff check --config dev_config/python/ruff.toml opendevin/ agenthub/ - types_or: [ python, pyi, jupyter ] + types_or: [python, pyi, jupyter] - repo: https://github.com/pre-commit/mirrors-mypy rev: v1.9.0 hooks: - id: mypy - additional_dependencies: [types-requests, types-setuptools, types-pyyaml, types-toml] + additional_dependencies: + [types-requests, types-setuptools, types-pyyaml, types-toml] entry: mypy --config-file dev_config/python/mypy.ini opendevin/ agenthub/ always_run: true pass_filenames: false + + - repo: https://github.com/NiklasRosenstein/pydoc-markdown + rev: develop + hooks: + - id: pydoc-markdown diff --git a/docs/.gitignore b/docs/.gitignore new file mode 100644 index 0000000000..b2d6de3062 --- /dev/null +++ b/docs/.gitignore @@ -0,0 +1,20 @@ +# Dependencies +/node_modules + +# Production +/build + +# Generated files +.docusaurus +.cache-loader + +# Misc +.DS_Store +.env.local +.env.development.local +.env.test.local +.env.production.local + +npm-debug.log* +yarn-debug.log* +yarn-error.log* diff --git a/docs/Agents.md b/docs/Agents.md deleted file mode 100644 index 11f9e63db5..0000000000 --- a/docs/Agents.md +++ /dev/null @@ -1,98 +0,0 @@ -# Agents and Capabilities - -## Monologue Agent: - -### Description: -The Monologue Agent utilizes long and short term memory to complete tasks. -Long term memory is stored as a LongTermMemory object and the model uses it to search for examples from the past. -Short term memory is stored as a Monologue object and the model can condense it as necessary. - -### Actions: -`Action`, -`NullAction`, -`CmdRunAction`, -`FileWriteAction`, -`FileReadAction`, -`AgentRecallAction`, -`BrowseURLAction`, -`GithubPushAction`, -`AgentThinkAction` - -### Observations: -`Observation`, -`NullObservation`, -`CmdOutputObservation`, -`FileReadObservation`, -`AgentRecallObservation`, -`BrowserOutputObservation` - - -### Methods: -`__init__`: Initializes the agent with a long term memory, and an internal monologue - -`_add_event`: Appends events to the monologue of the agent and condenses with summary automatically if the monologue is too long - -`_initialize`: Utilizes the `INITIAL_THOUGHTS` list to give the agent a context for its capabilities and how to navigate the `/workspace` - -`step`: Modifies the current state by adding the most recent actions and observations, then prompts the model to think about its next action to take. - -`search_memory`: Uses `VectorIndexRetriever` to find related memories within the long term memory. - -## Planner Agent: - -### Description: -The planner agent utilizes a special prompting strategy to create long term plans for solving problems. -The agent is given its previous action-observation pairs, current task, and hint based on last action taken at every step. - -### Actions: -`NullAction`, -`CmdRunAction`, -`CmdKillAction`, -`BrowseURLAction`, -`GithubPushAction`, -`FileReadAction`, -`FileWriteAction`, -`AgentRecallAction`, -`AgentThinkAction`, -`AgentFinishAction`, -`AgentSummarizeAction`, -`AddTaskAction`, -`ModifyTaskAction`, - - -### Observations: -`Observation`, -`NullObservation`, -`CmdOutputObservation`, -`FileReadObservation`, -`AgentRecallObservation`, -`BrowserOutputObservation` - -### Methods: -`__init__`: Initializes an agent with `llm` - -`step`: Checks to see if current step is completed, returns `AgentFinishAction` if True. Otherwise, creates a plan prompt and sends to model for inference, adding the result as the next action. - -`search_memory`: Not yet implemented - -## CodeAct Agent: - -### Description: -The Code Act Agent is a minimalist agent. The agent works by passing the model a list of action-observation pairs and prompting the model to take the next step. - -### Actions: -`Action`, -`CmdRunAction`, -`AgentEchoAction`, -`AgentFinishAction`, - -### Observations: -`CmdOutputObservation`, -`AgentMessageObservation`, - -### Methods: -`__init__`: Initializes an agent with `llm` and a list of messages `List[Mapping[str, str]]` - -`step`: First, gets messages from state and then compiles them into a list for context. Next, pass the context list with the prompt to get the next command to execute. Finally, Execute command if valid, else return `AgentEchoAction(INVALID_INPUT_MESSAGE)` - -`search_memory`: Not yet implemented diff --git a/docs/README-zh.md b/docs/README-zh.md deleted file mode 100644 index 2c9a054317..0000000000 --- a/docs/README-zh.md +++ /dev/null @@ -1,253 +0,0 @@ -> 警告：此说明文件可能已过时。应将 README.md 视为真实的来源。如果您注意到差异，请打开一个拉取请求以更新此说明文件。 - -[English](../README.md) | [中文](README-zh.md) - - - - - - - - -

- Contributors - Forks - Stargazers - Issues - MIT License -
- Join our Slack community - Join our Discord community -
- - -
- Logo -

OpenDevin：少写代码，多创作

-
- - -
- 🗂️ Table of Contents -
    -
  1. 🎯 Mission
    2. -
  2. 🤔 What is Devin?
    3. -
  3. 🐚 Why OpenDevin?
    4. -
  4. 🚧 Project Status
    5. - 🚀 Get Started - - -
  5. ⭐️ Research Strategy
    6. -
  6. 🤝 How to Contribute
    7. -
  7. 🤖 Join Our Community
    8. -
  8. 🛠️ Built With
    9. -
  9. 📜 License
    10. -
-
- -## 🎯 使命 - -[Project Demo Video](https://github.com/OpenDevin/OpenDevin/assets/38853559/71a472cc-df34-430c-8b1d-4d7286c807c9) - -欢迎来到 OpenDevin，一个开源项目，旨在复制 Devin，一款自主的 AI 软件工程师，能够执行复杂的工程任务，并与用户积极合作，共同进行软件开发项目。该项目立志通过开源社区的力量复制、增强和创新 Devin。 - -

- - ↑ Back to Top ↑ - -

- -## 🤔 Devin 是什么？ - -Devin 代表着一种尖端的自主代理程序，旨在应对软件工程的复杂性。它利用诸如 shell、代码编辑器和 Web 浏览器等工具的组合，展示了在软件开发中利用 LLMs（大型语言模型）的未开发潜力。我们的目标是探索和拓展 Devin 的能力，找出其优势和改进空间，以指导开源代码模型的进展。 - -

- - ↑ Back to Top ↑ - -

- -## 🐚 为什么选择 OpenDevin？ - -OpenDevin 项目源于对复制、增强和超越原始 Devin 模型的愿望。通过与开源社区的互动，我们旨在解决 Code LLMs 在实际场景中面临的挑战，创作出对社区有重大贡献并为未来进步铺平道路的作品。 - -

- - ↑ Back to Top ↑ - -

- -## 🚧 项目状态 - -OpenDevin 目前仍在进行中，但您已经可以运行 alpha 版本来查看端到端系统的运行情况。项目团队正在积极努力实现以下关键里程碑： - -- **用户界面（UI）**：开发用户友好的界面，包括聊天界面、演示命令的 shell 和 Web 浏览器。 -- **架构**：构建一个稳定的代理框架，具有强大的后端，可以读取、写入和运行简单的命令。 -- **代理能力**：增强代理的能力，以生成 bash 脚本、运行测试和执行其他软件工程任务。 -- **评估**：建立一个与 Devin 评估标准一致的最小评估流水线。 - -在完成 MVP 后，团队将专注于各个领域的研究，包括基础模型、专家能力、评估和代理研究。 - -

- - ↑ Back to Top ↑ - -

- -## ⚠️ 注意事项和警告 - -- OpenDevin 仍然是一个 alpha 项目。它变化很快且不稳定。我们正在努力在未来几周发布稳定版本。 -- OpenDevin 会向您配置的 LLM 发出许多提示。大多数 LLM 都需要花费金钱，请务必设置花费限制并监控使用情况。 -- OpenDevin 在 Docker 沙箱中运行 `bash` 命令，因此不应影响您的计算机。但您的工作区目录将附加到该沙箱，并且目录中的文件可能会被修改或删除。 -- 我们默认的代理目前是 MonologueAgent，具有有限的功能，但相当稳定。我们正在开发其他代理实现，包括 [SWE 代理](https://swe-agent.com/)。您可以[在这里阅读我们当前的代理集合](./docs/documentation/Agents.md)。 - -## 🚀 开始 - -开始使用 OpenDevin 项目非常简单。按照以下简单步骤在您的系统上设置和运行 OpenDevin： - -运行 OpenDevin 最简单的方法是在 Docker 容器中。 -您可以运行： - -```bash -# 您的 OpenAI API 密钥，或任何其他 LLM API 密钥 -export LLM_API_KEY="sk-..." - -# 您想要 OpenDevin 修改的目录。必须是绝对路径！ -export WORKSPACE_BASE=$(pwd)/workspace - -docker run \ - -e LLM_API_KEY \ - -e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \ - -v $WORKSPACE_BASE:/opt/workspace_base \ - -v /var/run/docker.sock:/var/run/docker.sock \ - -p 3000:3000 \ - ghcr.io/opendevin/opendevin:latest -``` - -将 `$(pwd)/workspace` 替换为您希望 OpenDevin 使用的代码路径。 - -您可以在 `http://localhost:3000` 找到正在运行的 OpenDevin。 - -请参阅[Development.md](Development.md)以获取在没有 Docker 的情况下运行 OpenDevin 的说明。 - -## 🤖 LLM 后端 - -OpenDevin 可以与任何 LLM 后端配合使用。 -要获取提供的 LM 提供商和模型的完整列表，请参阅 -[litellm 文档](https://docs.litellm.ai/docs/providers)。 - -`LLM_MODEL` 环境变量控制在编程交互中使用哪个模型， -但在 OpenDevin UI 中选择模型将覆盖此设置。 - -对于某些 LLM，可能需要以下环境变量： - -- `LLM_API_KEY` -- `LLM_BASE_URL` -- `LLM_EMBEDDING_MODEL` -- `LLM_EMBEDDING_DEPLOYMENT_NAME` -- `LLM_API_VERSION` - -**关于替代模型的说明：** -某些替代模型可能比其他模型更具挑战性。 -不要害怕，勇敢的冒险家！我们将很快公布 LLM 特定的文档，指导您完成您的探险。 -如果您已经掌握了除 OpenAI 的 GPT 之外的模型使用技巧， -我们鼓励您[与我们分享您的设置说明](https://github.com/OpenDevin/OpenDevin/issues/417)。 - -还有[使用 ollama 运行本地模型的文档](./docs/documentation/LOCAL_LLM_GUIDE.md)。 - -## ⭐️ 研究策略 - -利用 LLMs 实现生产级应用程序的完全复制是一个复杂的任务。我们的策略包括： - -1. **核心技术研究：** 专注于基础研究，以了解和改进代码生成和处理的技术方面。 -2. **专业能力：** 通过数据整理、训练方法等手段增强核心组件的效能。 -3. **任务规划：** 开发能力，用于错误检测、代码库管理和优化。 -4. **评估：** 建立全面的评估指标，以更好地了解和改进我们的模型。 - -

- - ↑ Back to Top ↑ - -

- -## 🤝 如何贡献 - -OpenDevin 是一个社区驱动的项目，我们欢迎所有人的贡献。无论您是开发人员、研究人员，还是对利用人工智能推动软件工程领域发展充满热情的人，都有许多参与方式： - -- **代码贡献：** 帮助我们开发核心功能、前端界面或沙盒解决方案。 -- **研究和评估：** 为我们对软件工程中的 LLMs 的理解做出贡献，参与评估模型，或提出改进意见。 -- **反馈和测试：** 使用 OpenDevin 工具集，报告错误，提出功能建议，或就可用性提供反馈。 - -详情请查看[此文档](./CONTRIBUTING.md)。 - -

- - ↑ Back to Top ↑ - -

- -## 🤖 加入我们的社区 - -现在我们既有 Slack 工作空间用于协作构建 OpenDevin，也有 Discord 服务器用于讨论与项目、LLM、Agent 等相关的任何事情。 - -- [Slack 工作空间](https://join.slack.com/t/opendevin/shared_invite/zt-2etftj1dd-X1fDL2PYIVpsmJZkqEYANw) -- [Discord 服务器](https://discord.gg/mBuDGRzzES) - -如果你愿意贡献，欢迎加入我们的社区（请注意，现在无需填写[表格](https://forms.gle/758d5p6Ve8r2nxxq6)）。让我们一起简化软件工程！ - -🐚 **少写代码，用 OpenDevin 创造更多。** - -[![Star History Chart](https://api.star-history.com/svg?repos=OpenDevin/OpenDevin&type=Date)](https://star-history.com/#OpenDevin/OpenDevin&Date) - -## 🛠️ 技术栈 - -OpenDevin 使用了一系列强大的框架和库的组合，为其开发提供了坚实的基础。以下是项目中使用的关键技术： - -![FastAPI](https://img.shields.io/badge/FastAPI-black?style=for-the-badge) ![uvicorn](https://img.shields.io/badge/uvicorn-black?style=for-the-badge) ![LiteLLM](https://img.shields.io/badge/LiteLLM-black?style=for-the-badge) ![Docker](https://img.shields.io/badge/Docker-black?style=for-the-badge) ![Ruff](https://img.shields.io/badge/Ruff-black?style=for-the-badge) ![MyPy](https://img.shields.io/badge/MyPy-black?style=for-the-badge) ![LlamaIndex](https://img.shields.io/badge/LlamaIndex-black?style=for-the-badge) ![React](https://img.shields.io/badge/React-black?style=for-the-badge) - -请注意，这些技术的选择正在进行中，随着项目的发展，可能会添加其他技术或移除现有技术。我们致力于采用最合适和最有效的工具，以增强 OpenDevin 的功能。 - -

- - ↑ Back to Top ↑ - -

- -## 📜 许可证 - -根据 MIT 许可证分发。有关更多信息，请参阅 [`LICENSE`](./LICENSE)。 - -

- - ↑ Back to Top ↑ - -

- -[contributors-shield]: https://img.shields.io/github/contributors/opendevin/opendevin?style=for-the-badge -[contributors-url]: https://github.com/OpenDevin/OpenDevin/graphs/contributors -[forks-shield]: https://img.shields.io/github/forks/opendevin/opendevin?style=for-the-badge -[forks-url]: https://github.com/OpenDevin/OpenDevin/network/members -[stars-shield]: https://img.shields.io/github/stars/opendevin/opendevin?style=for-the-badge -[stars-url]: https://github.com/OpenDevin/OpenDevin/stargazers -[issues-shield]: https://img.shields.io/github/issues/opendevin/opendevin?style=for-the-badge -[issues-url]: https://github.com/OpenDevin/OpenDevin/issues -[license-shield]: https://img.shields.io/github/license/opendevin/opendevin?style=for-the-badge -[license-url]: https://github.com/OpenDevin/OpenDevin/blob/main/LICENSE diff --git a/docs/README.md b/docs/README.md new file mode 100644 index 0000000000..0c6c2c27be --- /dev/null +++ b/docs/README.md @@ -0,0 +1,41 @@ +# Website + +This website is built using [Docusaurus](https://docusaurus.io/), a modern static website generator. + +### Installation + +``` +$ yarn +``` + +### Local Development + +``` +$ yarn start +``` + +This command starts a local development server and opens up a browser window. Most changes are reflected live without having to restart the server. + +### Build + +``` +$ yarn build +``` + +This command generates static content into the `build` directory and can be served using any static contents hosting service. + +### Deployment + +Using SSH: + +``` +$ USE_SSH=true yarn deploy +``` + +Not using SSH: + +``` +$ GIT_USER= yarn deploy +``` + +If you are using GitHub pages for hosting, this command is a convenient way to build the website and push to the `gh-pages` branch. diff --git a/docs/architecture/Architecture.md b/docs/architecture/Architecture.md deleted file mode 100644 index 33661a7337..0000000000 --- a/docs/architecture/Architecture.md +++ /dev/null @@ -1,14 +0,0 @@ - -# System Architecture Overview - -This is a high-level overview of the system architecture. The system is divided into two main components: the frontend and the backend. The frontend is responsible for handling user interactions and displaying the results. The backend is responsible for handling the business logic and executing the agents. - -![system_architecture.svg](system_architecture.svg) - -This Overview is simplified to show the main components and their interactions. For a more detailed view of the backend architecture, see the [Backend Architecture](#backend-architecture) section. - -# Backend Architecture - -*__Disclaimer__: The backend architecture is a work in progress and is subject to change. The following diagram shows the current architecture of the backend based on the commit that is shown in the footer of the diagram.* - -![backend_architecture.svg](backend_architecture.svg) diff --git a/docs/architecture/README.md b/docs/architecture/README.md deleted file mode 100644 index 1d9abd1444..0000000000 --- a/docs/architecture/README.md +++ /dev/null @@ -1,22 +0,0 @@ -# Process for updating the backend architecture diagram -The generation of the backend architecture diagram is partially automated. The diagram is generated from the type hints in the code using the py2puml tool. The diagram is then manually reviewed, adjusted and exported to PNG and SVG. - -## Prerequisites -- Running python environment in which opendevin is executable (according to the instructions in the README.md file in the root of the repository) -- [py2puml](https://github.com/lucsorel/py2puml) installed - -## Steps -1. Autogenerate the diagram by running the following command from the root of the repository: -```py2puml opendevin opendevin > docs/architecture/backend_architecture.puml``` - -2. Open the generated file in a PlantUML editor, e.g. Visual Studio Code with the PlantUML extension or [PlantText](https://www.planttext.com/) - -3. Review the generated PUML and make all necessary adjustments to the diagram (add missing parts, fix mistakes, improve positioning). -*py2puml creates the diagram based on the type hints in the code, so missing or incorrect type hints may result in an incomplete or incorrect diagram.* - -4. Review the diff between the new and the previous diagram and manually check if the changes are correct. -*Make sure not to remove parts that were manually added to the diagram in the past and are still relevant.* - -4. Add the commit hash of the commit that was used to generate the diagram to the diagram footer. - -5. Export the diagram as PNG and SVG files and replace the existing diagrams in the `docs/architecture` directory. This can be done with (e.g. [PlantText](https://www.planttext.com/)) diff --git a/docs/babel.config.js b/docs/babel.config.js new file mode 100644 index 0000000000..e00595dae7 --- /dev/null +++ b/docs/babel.config.js @@ -0,0 +1,3 @@ +module.exports = { + presets: [require.resolve('@docusaurus/core/lib/babel/preset')], +}; diff --git a/docs/docusaurus.config.ts b/docs/docusaurus.config.ts new file mode 100644 index 0000000000..4a9e18d50f --- /dev/null +++ b/docs/docusaurus.config.ts @@ -0,0 +1,128 @@ +import type * as Preset from "@docusaurus/preset-classic"; +import type { Config } from "@docusaurus/types"; +import { themes as prismThemes } from "prism-react-renderer"; + +const config: Config = { + title: "OpenDevin", + tagline: "Code Less, Make More", + favicon: "img/logo.png", + + // Set the production url of your site here + url: "https://OpenDevin.github.io", + baseUrl: "/OpenDevin/", + + // GitHub pages deployment config. + organizationName: "OpenDevin", + projectName: "OpenDevin", + trailingSlash: false, + + onBrokenLinks: "throw", + onBrokenMarkdownLinks: "warn", + + // Even if you don't use internationalization, you can use this field to set + // useful metadata like html lang. For example, if your site is Chinese, you + // may want to replace "en" with "zh-Hans". + i18n: { + defaultLocale: "en", + locales: ["en"], + }, + + presets: [ + [ + "classic", + { + docs: { + path: "modules", + routeBasePath: "modules", + sidebarPath: "./sidebars.ts", + exclude: [ + // '**/_*.{js,jsx,ts,tsx,md,mdx}', + // '**/_*/**', + "**/*.test.{js,jsx,ts,tsx}", + "**/__tests__/**", + ], + }, + blog: { + showReadingTime: true, + }, + theme: { + customCss: "./src/css/custom.css", + }, + } satisfies Preset.Options, + ], + ], + + themeConfig: { + image: "img/docusaurus.png", + navbar: { + title: "OpenDevin", + logo: { + alt: "OpenDevin", + src: "img/logo.png", + }, + items: [ + { + type: "docSidebar", + sidebarId: "docsSidebar", + position: "left", + label: "Docs", + }, + { + type: "docSidebar", + sidebarId: "apiSidebar", + position: "left", + label: "Codebase", + }, + { to: "/faq", label: "FAQ", position: "left" }, + { + href: "https://github.com/OpenDevin/OpenDevin", + label: "GitHub", + position: "right", + }, + ], + }, + footer: { + style: "dark", + links: [ + { + title: "OpenDevin", + items: [ + { + label: "Docs", + to: "/modules/usage/intro", + }, + ], + }, + { + title: "Community", + items: [ + { + label: "Slack", + href: "https://join.slack.com/t/opendevin/shared_invite/zt-2etftj1dd-X1fDL2PYIVpsmJZkqEYANw", + }, + { + label: "Discord", + href: "https://discord.gg/mBuDGRzzES", + }, + ], + }, + { + title: "More", + items: [ + { + label: "GitHub", + href: "https://github.com/OpenDevin/OpenDevin", + }, + ], + }, + ], + copyright: `Copyright © ${new Date().getFullYear()} OpenDevin`, + }, + prism: { + theme: prismThemes.oneLight, + darkTheme: prismThemes.oneDark, + }, + } satisfies Preset.ThemeConfig, +}; + +export default config; diff --git a/docs/guides/images/ollama.png b/docs/guides/images/ollama.png deleted file mode 100644 index 94f53f07f183452771e21f55c3bb7ed2c8ecabd7..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 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SWEAgent Objects + +```python +class SWEAgent(Agent) +``` + +An attempt to recreate swe_agent with output parsing, prompting style, and Application Computer Interface (ACI). + +SWE-agent includes ACI functions like 'goto', 'search_for', 'edit', 'scroll', 'run' + +#### step + +```python +def step(state: State) -> Action +``` + +SWE-Agent step: + 1. Get context - past actions, custom commands, current step + 2. Perform think-act - prompt model for action and reasoning + 3. Catch errors - ensure model takes action (5 attempts max) + +#### reset + +```python +def reset() -> None +``` + +Used to reset the agent + diff --git a/docs/modules/python/agenthub/SWE_agent/parser.md b/docs/modules/python/agenthub/SWE_agent/parser.md new file mode 100644 index 0000000000..c907ded157 --- /dev/null +++ b/docs/modules/python/agenthub/SWE_agent/parser.md @@ -0,0 +1,34 @@ +--- +sidebar_label: parser +title: agenthub.SWE_agent.parser +--- + +#### get\_action\_from\_string + +```python +def get_action_from_string(command_string: str, + path: str, + line: int, + thoughts: str = '') -> Action | None +``` + +Parses the command string to find which command the agent wants to run +Converts the command into a proper Action and returns + +#### parse\_command + +```python +def parse_command(input_str: str, path: str, line: int) +``` + +Parses a given string and separates the command (enclosed in triple backticks) from any accompanying text. + +**Arguments**: + +- `input_str` _str_ - The input string to be parsed. + + +**Returns**: + +- `tuple` - A tuple containing the command and the accompanying text (if any). + diff --git a/docs/modules/python/agenthub/codeact_agent/codeact_agent.md b/docs/modules/python/agenthub/codeact_agent/codeact_agent.md new file mode 100644 index 0000000000..bfb5466e9c --- /dev/null +++ b/docs/modules/python/agenthub/codeact_agent/codeact_agent.md @@ -0,0 +1,50 @@ +--- +sidebar_label: codeact_agent +title: agenthub.codeact_agent.codeact_agent +--- + +## CodeActAgent Objects + +```python +class CodeActAgent(Agent) +``` + +The Code Act Agent is a minimalist agent. +The agent works by passing the model a list of action-observation pairs and prompting the model to take the next step. + +#### \_\_init\_\_ + +```python +def __init__(llm: LLM) -> None +``` + +Initializes a new instance of the CodeActAgent class. + +**Arguments**: + + - llm (LLM): The llm to be used by this agent + +#### step + +```python +def step(state: State) -> Action +``` + +Performs one step using the Code Act Agent. +This includes gathering info on previous steps and prompting the model to make a command to execute. + +**Arguments**: + + - state (State): used to get updated info and background commands + + +**Returns**: + + - CmdRunAction(command) - command action to run + - AgentEchoAction(content=INVALID_INPUT_MESSAGE) - invalid command output + + +**Raises**: + + - NotImplementedError - for actions other than CmdOutputObservation or AgentMessageObservation + diff --git a/docs/modules/python/agenthub/delegator_agent/agent.md b/docs/modules/python/agenthub/delegator_agent/agent.md new file mode 100644 index 0000000000..f722764655 --- /dev/null +++ b/docs/modules/python/agenthub/delegator_agent/agent.md @@ -0,0 +1,45 @@ +--- +sidebar_label: agent +title: agenthub.delegator_agent.agent +--- + +## DelegatorAgent Objects + +```python +class DelegatorAgent(Agent) +``` + +The planner agent utilizes a special prompting strategy to create long term plans for solving problems. +The agent is given its previous action-observation pairs, current task, and hint based on last action taken at every step. + +#### \_\_init\_\_ + +```python +def __init__(llm: LLM) +``` + +Initialize the Delegator Agent with an LLM + +**Arguments**: + + - llm (LLM): The llm to be used by this agent + +#### step + +```python +def step(state: State) -> Action +``` + +Checks to see if current step is completed, returns AgentFinishAction if True. +Otherwise, creates a plan prompt and sends to model for inference, returning the result as the next action. + +**Arguments**: + + - state (State): The current state given the previous actions and observations + + +**Returns**: + + - AgentFinishAction: If the last state was 'completed', 'verified', or 'abandoned' + - Action: The next action to take based on llm response + diff --git a/docs/modules/python/agenthub/dummy_agent/agent.md b/docs/modules/python/agenthub/dummy_agent/agent.md new file mode 100644 index 0000000000..c783e7061f --- /dev/null +++ b/docs/modules/python/agenthub/dummy_agent/agent.md @@ -0,0 +1,15 @@ +--- +sidebar_label: agent +title: agenthub.dummy_agent.agent +--- + +Module for a Dummy agent. + +## DummyAgent Objects + +```python +class DummyAgent(Agent) +``` + +A dummy agent that does nothing but can be used in testing. + diff --git a/docs/modules/python/agenthub/micro/agent.md b/docs/modules/python/agenthub/micro/agent.md new file mode 100644 index 0000000000..25e7b43165 --- /dev/null +++ b/docs/modules/python/agenthub/micro/agent.md @@ -0,0 +1,30 @@ +--- +sidebar_label: agent +title: agenthub.micro.agent +--- + +#### my\_encoder + +```python +def my_encoder(obj) +``` + +Encodes objects as dictionaries + +**Arguments**: + + - obj (Object): An object that will be converted + + +**Returns**: + + - dict: If the object can be converted it is returned in dict format + +#### to\_json + +```python +def to_json(obj, **kwargs) +``` + +Serialize an object to str format + diff --git a/docs/modules/python/agenthub/monologue_agent/agent.md b/docs/modules/python/agenthub/monologue_agent/agent.md new file mode 100644 index 0000000000..29a024b6cb --- /dev/null +++ b/docs/modules/python/agenthub/monologue_agent/agent.md @@ -0,0 +1,62 @@ +--- +sidebar_label: agent +title: agenthub.monologue_agent.agent +--- + +## MonologueAgent Objects + +```python +class MonologueAgent(Agent) +``` + +The Monologue Agent utilizes long and short term memory to complete tasks. +Long term memory is stored as a LongTermMemory object and the model uses it to search for examples from the past. +Short term memory is stored as a Monologue object and the model can condense it as necessary. + +#### \_\_init\_\_ + +```python +def __init__(llm: LLM) +``` + +Initializes the Monologue Agent with an llm, monologue, and memory. + +**Arguments**: + + - llm (LLM): The llm to be used by this agent + +#### step + +```python +def step(state: State) -> Action +``` + +Modifies the current state by adding the most recent actions and observations, then prompts the model to think about it's next action to take using monologue, memory, and hint. + +**Arguments**: + + - state (State): The current state based on previous steps taken + + +**Returns**: + + - Action: The next action to take based on LLM response + +#### search\_memory + +```python +def search_memory(query: str) -> List[str] +``` + +Uses VectorIndexRetriever to find related memories within the long term memory. +Uses search to produce top 10 results. + +**Arguments**: + + - query (str): The query that we want to find related memories for + + +**Returns**: + + - List[str]: A list of top 10 text results that matched the query + diff --git a/docs/modules/python/agenthub/monologue_agent/utils/json.md b/docs/modules/python/agenthub/monologue_agent/utils/json.md new file mode 100644 index 0000000000..fb314a2c7f --- /dev/null +++ b/docs/modules/python/agenthub/monologue_agent/utils/json.md @@ -0,0 +1,38 @@ +--- +sidebar_label: json +title: agenthub.monologue_agent.utils.json +--- + +#### my\_encoder + +```python +def my_encoder(obj) +``` + +Encodes objects as dictionaries + +**Arguments**: + + - obj (Object): An object that will be converted + + +**Returns**: + + - dict: If the object can be converted it is returned in dict format + +#### dumps + +```python +def dumps(obj, **kwargs) +``` + +Serialize an object to str format + +#### loads + +```python +def loads(s, **kwargs) +``` + +Create a JSON object from str + diff --git a/docs/modules/python/agenthub/monologue_agent/utils/memory.md b/docs/modules/python/agenthub/monologue_agent/utils/memory.md new file mode 100644 index 0000000000..d6bf69a34d --- /dev/null +++ b/docs/modules/python/agenthub/monologue_agent/utils/memory.md @@ -0,0 +1,52 @@ +--- +sidebar_label: memory +title: agenthub.monologue_agent.utils.memory +--- + +## LongTermMemory Objects + +```python +class LongTermMemory() +``` + +Responsible for storing information that the agent can call on later for better insights and context. +Uses chromadb to store and search through memories. + +#### \_\_init\_\_ + +```python +def __init__() +``` + +Initialize the chromadb and set up ChromaVectorStore for later use. + +#### add\_event + +```python +def add_event(event: dict) +``` + +Adds a new event to the long term memory with a unique id. + +**Arguments**: + + - event (dict): The new event to be added to memory + +#### search + +```python +def search(query: str, k: int = 10) +``` + +Searches through the current memory using VectorIndexRetriever + +**Arguments**: + + - query (str): A query to match search results to + - k (int): Number of top results to return + + +**Returns**: + + - List[str]: List of top k results found in current memory + diff --git a/docs/modules/python/agenthub/monologue_agent/utils/monologue.md b/docs/modules/python/agenthub/monologue_agent/utils/monologue.md new file mode 100644 index 0000000000..54f58c2e98 --- /dev/null +++ b/docs/modules/python/agenthub/monologue_agent/utils/monologue.md @@ -0,0 +1,80 @@ +--- +sidebar_label: monologue +title: agenthub.monologue_agent.utils.monologue +--- + +## Monologue Objects + +```python +class Monologue() +``` + +The monologue is a representation for the agent's internal monologue where it can think. +The agent has the capability of using this monologue for whatever it wants. + +#### \_\_init\_\_ + +```python +def __init__() +``` + +Initialize the empty list of thoughts + +#### add\_event + +```python +def add_event(t: dict) +``` + +Adds an event to memory if it is a valid event. + +**Arguments**: + + - t (dict): The thought that we want to add to memory + + +**Raises**: + + - AgentEventTypeError: If t is not a dict + +#### get\_thoughts + +```python +def get_thoughts() +``` + +Get the current thoughts of the agent. + +**Returns**: + + - List: The list of thoughts that the agent has. + +#### get\_total\_length + +```python +def get_total_length() +``` + +Gives the total number of characters in all thoughts + +**Returns**: + + - Int: Total number of chars in thoughts. + +#### condense + +```python +def condense(llm: LLM) +``` + +Attempts to condense the monologue by using the llm + +**Arguments**: + + - llm (LLM): llm to be used for summarization + + +**Raises**: + + - Exception: the same exception as it got from the llm or processing the response + diff --git a/docs/modules/python/agenthub/monologue_agent/utils/prompts.md b/docs/modules/python/agenthub/monologue_agent/utils/prompts.md new file mode 100644 index 0000000000..eb4718eeb2 --- /dev/null +++ b/docs/modules/python/agenthub/monologue_agent/utils/prompts.md @@ -0,0 +1,73 @@ +--- +sidebar_label: prompts +title: agenthub.monologue_agent.utils.prompts +--- + +#### get\_summarize\_monologue\_prompt + +```python +def get_summarize_monologue_prompt(thoughts: List[dict]) +``` + +Gets the prompt for summarizing the monologue + +**Returns**: + + - str: A formatted string with the current monologue within the prompt + +#### get\_request\_action\_prompt + +```python +def get_request_action_prompt( + task: str, + thoughts: List[dict], + background_commands_obs: List[CmdOutputObservation] = []) +``` + +Gets the action prompt formatted with appropriate values. + +**Arguments**: + + - task (str): The current task the agent is trying to accomplish + - thoughts (List[dict]): The agent's current thoughts + - background_commands_obs (List[CmdOutputObservation]): List of all observed background commands running + + +**Returns**: + + - str: Formatted prompt string with hint, task, monologue, and background included + +#### parse\_action\_response + +```python +def parse_action_response(response: str) -> Action +``` + +Parses a string to find an action within it + +**Arguments**: + + - response (str): The string to be parsed + + +**Returns**: + + - Action: The action that was found in the response string + +#### parse\_summary\_response + +```python +def parse_summary_response(response: str) -> List[dict] +``` + +Parses a summary of the monologue + +**Arguments**: + + - response (str): The response string to be parsed + + +**Returns**: + + - List[dict]: The list of summaries output by the model + diff --git a/docs/modules/python/agenthub/planner_agent/agent.md b/docs/modules/python/agenthub/planner_agent/agent.md new file mode 100644 index 0000000000..86c3a5a220 --- /dev/null +++ b/docs/modules/python/agenthub/planner_agent/agent.md @@ -0,0 +1,45 @@ +--- +sidebar_label: agent +title: agenthub.planner_agent.agent +--- + +## PlannerAgent Objects + +```python +class PlannerAgent(Agent) +``` + +The planner agent utilizes a special prompting strategy to create long term plans for solving problems. +The agent is given its previous action-observation pairs, current task, and hint based on last action taken at every step. + +#### \_\_init\_\_ + +```python +def __init__(llm: LLM) +``` + +Initialize the Planner Agent with an LLM + +**Arguments**: + + - llm (LLM): The llm to be used by this agent + +#### step + +```python +def step(state: State) -> Action +``` + +Checks to see if current step is completed, returns AgentFinishAction if True. +Otherwise, creates a plan prompt and sends to model for inference, returning the result as the next action. + +**Arguments**: + + - state (State): The current state given the previous actions and observations + + +**Returns**: + + - AgentFinishAction: If the last state was 'completed', 'verified', or 'abandoned' + - Action: The next action to take based on llm response + diff --git a/docs/modules/python/agenthub/planner_agent/prompt.md b/docs/modules/python/agenthub/planner_agent/prompt.md new file mode 100644 index 0000000000..7a7ae4b657 --- /dev/null +++ b/docs/modules/python/agenthub/planner_agent/prompt.md @@ -0,0 +1,49 @@ +--- +sidebar_label: prompt +title: agenthub.planner_agent.prompt +--- + +#### get\_hint + +```python +def get_hint(latest_action_id: str) -> str +``` + +Returns action type hint based on given action_id + +#### get\_prompt + +```python +def get_prompt(plan: Plan, history: List[Tuple[Action, Observation]]) -> str +``` + +Gets the prompt for the planner agent. +Formatted with the most recent action-observation pairs, current task, and hint based on last action + +**Arguments**: + + - plan (Plan): The original plan outlined by the user with LLM defined tasks + - history (List[Tuple[Action, Observation]]): List of corresponding action-observation pairs + + +**Returns**: + + - str: The formatted string prompt with historical values + +#### parse\_response + +```python +def parse_response(response: str) -> Action +``` + +Parses the model output to find a valid action to take + +**Arguments**: + + - response (str): A response from the model that potentially contains an Action. + + +**Returns**: + + - Action: A valid next action to perform from model output + diff --git a/docs/modules/python/opendevin/action/__init__.md b/docs/modules/python/opendevin/action/__init__.md new file mode 100644 index 0000000000..8f5a7c5c03 --- /dev/null +++ b/docs/modules/python/opendevin/action/__init__.md @@ -0,0 +1,9 @@ +--- +sidebar_label: action +title: opendevin.action +--- + +#### ACTION\_TYPE\_TO\_CLASS + +type: ignore[attr-defined] + diff --git a/docs/modules/python/opendevin/action/base.md b/docs/modules/python/opendevin/action/base.md new file mode 100644 index 0000000000..2ef0f06704 --- /dev/null +++ b/docs/modules/python/opendevin/action/base.md @@ -0,0 +1,14 @@ +--- +sidebar_label: base +title: opendevin.action.base +--- + +## NullAction Objects + +```python +@dataclass +class NullAction(NotExecutableAction) +``` + +An action that does nothing. + diff --git a/docs/modules/python/opendevin/action/fileop.md b/docs/modules/python/opendevin/action/fileop.md new file mode 100644 index 0000000000..992e31ca3c --- /dev/null +++ b/docs/modules/python/opendevin/action/fileop.md @@ -0,0 +1,16 @@ +--- +sidebar_label: fileop +title: opendevin.action.fileop +--- + +## FileReadAction Objects + +```python +@dataclass +class FileReadAction(ExecutableAction) +``` + +Reads a file from a given path. +Can be set to read specific lines using start and end +Default lines 0:-1 (whole file) + diff --git a/docs/modules/python/opendevin/action/github.md b/docs/modules/python/opendevin/action/github.md new file mode 100644 index 0000000000..3076226668 --- /dev/null +++ b/docs/modules/python/opendevin/action/github.md @@ -0,0 +1,46 @@ +--- +sidebar_label: github +title: opendevin.action.github +--- + +## GitHubPushAction Objects + +```python +@dataclass +class GitHubPushAction(ExecutableAction) +``` + +This pushes the current branch to github. + +To use this, you need to set the GITHUB_TOKEN environment variable. +The agent will return a message with a URL that you can click to make a pull +request. + +**Attributes**: + +- `owner` - The owner of the source repo +- `repo` - The name of the source repo +- `branch` - The branch to push +- `action` - The action identifier + +## GitHubSendPRAction Objects + +```python +@dataclass +class GitHubSendPRAction(ExecutableAction) +``` + +An action to send a github PR. + +To use this, you need to set the GITHUB_TOKEN environment variable. + +**Attributes**: + +- `owner` - The owner of the source repo +- `repo` - The name of the source repo +- `title` - The title of the PR +- `head` - The branch to send the PR from +- `head_repo` - The repo to send the PR from +- `base` - The branch to send the PR to +- `body` - The body of the PR + diff --git a/docs/modules/python/opendevin/action/tasks.md b/docs/modules/python/opendevin/action/tasks.md new file mode 100644 index 0000000000..4d4170ac43 --- /dev/null +++ b/docs/modules/python/opendevin/action/tasks.md @@ -0,0 +1,14 @@ +--- +sidebar_label: tasks +title: opendevin.action.tasks +--- + +## TaskStateChangedAction Objects + +```python +@dataclass +class TaskStateChangedAction(NotExecutableAction) +``` + +Fake action, just to notify the client that a task state has changed. + diff --git a/docs/modules/python/opendevin/agent.md b/docs/modules/python/opendevin/agent.md new file mode 100644 index 0000000000..d1f04e2eea --- /dev/null +++ b/docs/modules/python/opendevin/agent.md @@ -0,0 +1,121 @@ +--- +sidebar_label: agent +title: opendevin.agent +--- + +## Agent Objects + +```python +class Agent(ABC) +``` + +This abstract base class is an general interface for an agent dedicated to +executing a specific instruction and allowing human interaction with the +agent during execution. +It tracks the execution status and maintains a history of interactions. + +#### complete + +```python +@property +def complete() -> bool +``` + +Indicates whether the current instruction execution is complete. + +**Returns**: + + - complete (bool): True if execution is complete; False otherwise. + +#### step + +```python +@abstractmethod +def step(state: 'State') -> 'Action' +``` + +Starts the execution of the assigned instruction. This method should +be implemented by subclasses to define the specific execution logic. + +#### search\_memory + +```python +@abstractmethod +def search_memory(query: str) -> List[str] +``` + +Searches the agent's memory for information relevant to the given query. + +**Arguments**: + + - query (str): The query to search for in the agent's memory. + + +**Returns**: + + - response (str): The response to the query. + +#### reset + +```python +def reset() -> None +``` + +Resets the agent's execution status and clears the history. This method can be used +to prepare the agent for restarting the instruction or cleaning up before destruction. + +#### register + +```python +@classmethod +def register(cls, name: str, agent_cls: Type['Agent']) +``` + +Registers an agent class in the registry. + +**Arguments**: + + - name (str): The name to register the class under. + - agent_cls (Type['Agent']): The class to register. + + +**Raises**: + + - AgentAlreadyRegisteredError: If name already registered + +#### get\_cls + +```python +@classmethod +def get_cls(cls, name: str) -> Type['Agent'] +``` + +Retrieves an agent class from the registry. + +**Arguments**: + + - name (str): The name of the class to retrieve + + +**Returns**: + + - agent_cls (Type['Agent']): The class registered under the specified name. + + +**Raises**: + + - AgentNotRegisteredError: If name not registered + +#### list\_agents + +```python +@classmethod +def list_agents(cls) -> list[str] +``` + +Retrieves the list of all agent names from the registry. + +**Raises**: + + - AgentNotRegisteredError: If no agent is registered + diff --git a/docs/modules/python/opendevin/config.md b/docs/modules/python/opendevin/config.md new file mode 100644 index 0000000000..9379c360d7 --- /dev/null +++ b/docs/modules/python/opendevin/config.md @@ -0,0 +1,13 @@ +--- +sidebar_label: config +title: opendevin.config +--- + +#### get + +```python +def get(key: ConfigType, required: bool = False) +``` + +Get a key from the environment variables or config.toml or default configs. + diff --git a/docs/modules/python/opendevin/controller/agent_controller.md b/docs/modules/python/opendevin/controller/agent_controller.md new file mode 100644 index 0000000000..ac772c9cf5 --- /dev/null +++ b/docs/modules/python/opendevin/controller/agent_controller.md @@ -0,0 +1,36 @@ +--- +sidebar_label: agent_controller +title: opendevin.controller.agent_controller +--- + +## AgentController Objects + +```python +class AgentController() +``` + +#### setup\_task + +```python +async def setup_task(task: str, inputs: dict = {}) +``` + +Sets up the agent controller with a task. + +#### start + +```python +async def start(task: str) +``` + +Starts the agent controller with a task. +If task already run before, it will continue from the last step. + +#### get\_task\_state + +```python +def get_task_state() +``` + +Returns the current state of the agent task. + diff --git a/docs/modules/python/opendevin/files.md b/docs/modules/python/opendevin/files.md new file mode 100644 index 0000000000..06ec8bd978 --- /dev/null +++ b/docs/modules/python/opendevin/files.md @@ -0,0 +1,40 @@ +--- +sidebar_label: files +title: opendevin.files +--- + +## WorkspaceFile Objects + +```python +class WorkspaceFile() +``` + +#### to\_dict + +```python +def to_dict() -> Dict[str, Any] +``` + +Converts the File object to a dictionary. + +**Returns**: + + The dictionary representation of the File object. + +#### get\_folder\_structure + +```python +def get_folder_structure(workdir: Path) -> WorkspaceFile +``` + +Gets the folder structure of a directory. + +**Arguments**: + +- `workdir` - The directory path. + + +**Returns**: + + The folder structure. + diff --git a/docs/modules/python/opendevin/llm/llm.md b/docs/modules/python/opendevin/llm/llm.md new file mode 100644 index 0000000000..46287ceb70 --- /dev/null +++ b/docs/modules/python/opendevin/llm/llm.md @@ -0,0 +1,56 @@ +--- +sidebar_label: llm +title: opendevin.llm.llm +--- + +## LLM Objects + +```python +class LLM() +``` + +The LLM class represents a Language Model instance. + +#### \_\_init\_\_ + +```python +def __init__(model=DEFAULT_MODEL_NAME, + api_key=DEFAULT_API_KEY, + base_url=DEFAULT_BASE_URL, + api_version=DEFAULT_API_VERSION, + num_retries=LLM_NUM_RETRIES, + retry_min_wait=LLM_RETRY_MIN_WAIT, + retry_max_wait=LLM_RETRY_MAX_WAIT, + llm_timeout=LLM_TIMEOUT, + llm_max_return_tokens=LLM_MAX_RETURN_TOKENS) +``` + +**Arguments**: + +- `model` _str, optional_ - The name of the language model. Defaults to LLM_MODEL. +- `api_key` _str, optional_ - The API key for accessing the language model. Defaults to LLM_API_KEY. +- `base_url` _str, optional_ - The base URL for the language model API. Defaults to LLM_BASE_URL. Not necessary for OpenAI. +- `api_version` _str, optional_ - The version of the API to use. Defaults to LLM_API_VERSION. Not necessary for OpenAI. +- `num_retries` _int, optional_ - The number of retries for API calls. Defaults to LLM_NUM_RETRIES. +- `retry_min_wait` _int, optional_ - The minimum time to wait between retries in seconds. Defaults to LLM_RETRY_MIN_TIME. +- `retry_max_wait` _int, optional_ - The maximum time to wait between retries in seconds. Defaults to LLM_RETRY_MAX_TIME. +- `llm_timeout` _int, optional_ - The maximum time to wait for a response in seconds. Defaults to LLM_TIMEOUT. +- `llm_max_return_tokens` _int, optional_ - The maximum number of tokens to return. Defaults to LLM_MAX_RETURN_TOKENS. + + +**Attributes**: + +- `model_name` _str_ - The name of the language model. +- `api_key` _str_ - The API key for accessing the language model. +- `base_url` _str_ - The base URL for the language model API. +- `api_version` _str_ - The version of the API to use. + +#### completion + +```python +@property +def completion() +``` + +Decorator for the litellm completion function. + diff --git a/docs/modules/python/opendevin/logger.md b/docs/modules/python/opendevin/logger.md new file mode 100644 index 0000000000..4f33fedc2b --- /dev/null +++ b/docs/modules/python/opendevin/logger.md @@ -0,0 +1,92 @@ +--- +sidebar_label: logger +title: opendevin.logger +--- + +#### get\_console\_handler + +```python +def get_console_handler() +``` + +Returns a console handler for logging. + +#### get\_file\_handler + +```python +def get_file_handler() +``` + +Returns a file handler for logging. + +#### log\_uncaught\_exceptions + +```python +def log_uncaught_exceptions(ex_cls, ex, tb) +``` + +Logs uncaught exceptions along with the traceback. + +**Arguments**: + +- `ex_cls` _type_ - The type of the exception. +- `ex` _Exception_ - The exception instance. +- `tb` _traceback_ - The traceback object. + + +**Returns**: + + None + +## LlmFileHandler Objects + +```python +class LlmFileHandler(logging.FileHandler) +``` + +__LLM prompt and response logging__ + + +#### \_\_init\_\_ + +```python +def __init__(filename, mode='a', encoding='utf-8', delay=False) +``` + +Initializes an instance of LlmFileHandler. + +**Arguments**: + +- `filename` _str_ - The name of the log file. +- `mode` _str, optional_ - The file mode. Defaults to 'a'. +- `encoding` _str, optional_ - The file encoding. Defaults to None. +- `delay` _bool, optional_ - Whether to delay file opening. Defaults to False. + +#### emit + +```python +def emit(record) +``` + +Emits a log record. + +**Arguments**: + +- `record` _logging.LogRecord_ - The log record to emit. + +#### get\_llm\_prompt\_file\_handler + +```python +def get_llm_prompt_file_handler() +``` + +Returns a file handler for LLM prompt logging. + +#### get\_llm\_response\_file\_handler + +```python +def get_llm_response_file_handler() +``` + +Returns a file handler for LLM response logging. + diff --git a/docs/modules/python/opendevin/main.md b/docs/modules/python/opendevin/main.md new file mode 100644 index 0000000000..91e5b9e26f --- /dev/null +++ b/docs/modules/python/opendevin/main.md @@ -0,0 +1,29 @@ +--- +sidebar_label: main +title: opendevin.main +--- + +#### read\_task\_from\_file + +```python +def read_task_from_file(file_path: str) -> str +``` + +Read task from the specified file. + +#### read\_task\_from\_stdin + +```python +def read_task_from_stdin() -> str +``` + +Read task from stdin. + +#### main + +```python +async def main(task_str: str = '') +``` + +Main coroutine to run the agent controller with task input flexibility. + diff --git a/docs/modules/python/opendevin/observation/__init__.md b/docs/modules/python/opendevin/observation/__init__.md new file mode 100644 index 0000000000..9dd1d91d91 --- /dev/null +++ b/docs/modules/python/opendevin/observation/__init__.md @@ -0,0 +1,9 @@ +--- +sidebar_label: observation +title: opendevin.observation +--- + +#### OBSERVATION\_TYPE\_TO\_CLASS + +type: ignore[attr-defined] + diff --git a/docs/modules/python/opendevin/observation/base.md b/docs/modules/python/opendevin/observation/base.md new file mode 100644 index 0000000000..a47bd8b421 --- /dev/null +++ b/docs/modules/python/opendevin/observation/base.md @@ -0,0 +1,49 @@ +--- +sidebar_label: base +title: opendevin.observation.base +--- + +## Observation Objects + +```python +@dataclass +class Observation() +``` + +This data class represents an observation of the environment. + +#### to\_dict + +```python +def to_dict() -> dict +``` + +Converts the observation to a dictionary and adds user message. + +#### to\_memory + +```python +def to_memory() -> dict +``` + +Converts the observation to a dictionary. + +#### message + +```python +@property +def message() -> str +``` + +Returns a message describing the observation. + +## NullObservation Objects + +```python +@dataclass +class NullObservation(Observation) +``` + +This data class represents a null observation. +This is used when the produced action is NOT executable. + diff --git a/docs/modules/python/opendevin/observation/browse.md b/docs/modules/python/opendevin/observation/browse.md new file mode 100644 index 0000000000..98eb87b442 --- /dev/null +++ b/docs/modules/python/opendevin/observation/browse.md @@ -0,0 +1,14 @@ +--- +sidebar_label: browse +title: opendevin.observation.browse +--- + +## BrowserOutputObservation Objects + +```python +@dataclass +class BrowserOutputObservation(Observation) +``` + +This data class represents the output of a browser. + diff --git a/docs/modules/python/opendevin/observation/delegate.md b/docs/modules/python/opendevin/observation/delegate.md new file mode 100644 index 0000000000..11d2f00eb4 --- /dev/null +++ b/docs/modules/python/opendevin/observation/delegate.md @@ -0,0 +1,15 @@ +--- +sidebar_label: delegate +title: opendevin.observation.delegate +--- + +## AgentDelegateObservation Objects + +```python +@dataclass +class AgentDelegateObservation(Observation) +``` + +This data class represents a delegate observation. +This is used when the produced action is NOT executable. + diff --git a/docs/modules/python/opendevin/observation/error.md b/docs/modules/python/opendevin/observation/error.md new file mode 100644 index 0000000000..2cd1ae95cf --- /dev/null +++ b/docs/modules/python/opendevin/observation/error.md @@ -0,0 +1,14 @@ +--- +sidebar_label: error +title: opendevin.observation.error +--- + +## AgentErrorObservation Objects + +```python +@dataclass +class AgentErrorObservation(Observation) +``` + +This data class represents an error encountered by the agent. + diff --git a/docs/modules/python/opendevin/observation/files.md b/docs/modules/python/opendevin/observation/files.md new file mode 100644 index 0000000000..64b40d2e43 --- /dev/null +++ b/docs/modules/python/opendevin/observation/files.md @@ -0,0 +1,23 @@ +--- +sidebar_label: files +title: opendevin.observation.files +--- + +## FileReadObservation Objects + +```python +@dataclass +class FileReadObservation(Observation) +``` + +This data class represents the content of a file. + +## FileWriteObservation Objects + +```python +@dataclass +class FileWriteObservation(Observation) +``` + +This data class represents a file write operation + diff --git a/docs/modules/python/opendevin/observation/message.md b/docs/modules/python/opendevin/observation/message.md new file mode 100644 index 0000000000..39337bf38c --- /dev/null +++ b/docs/modules/python/opendevin/observation/message.md @@ -0,0 +1,23 @@ +--- +sidebar_label: message +title: opendevin.observation.message +--- + +## UserMessageObservation Objects + +```python +@dataclass +class UserMessageObservation(Observation) +``` + +This data class represents a message sent by the user. + +## AgentMessageObservation Objects + +```python +@dataclass +class AgentMessageObservation(Observation) +``` + +This data class represents a message sent by the agent. + diff --git a/docs/modules/python/opendevin/observation/recall.md b/docs/modules/python/opendevin/observation/recall.md new file mode 100644 index 0000000000..7ec54cb373 --- /dev/null +++ b/docs/modules/python/opendevin/observation/recall.md @@ -0,0 +1,14 @@ +--- +sidebar_label: recall +title: opendevin.observation.recall +--- + +## AgentRecallObservation Objects + +```python +@dataclass +class AgentRecallObservation(Observation) +``` + +This data class represents a list of memories recalled by the agent. + diff --git a/docs/modules/python/opendevin/observation/run.md b/docs/modules/python/opendevin/observation/run.md new file mode 100644 index 0000000000..a311d40a7f --- /dev/null +++ b/docs/modules/python/opendevin/observation/run.md @@ -0,0 +1,14 @@ +--- +sidebar_label: run +title: opendevin.observation.run +--- + +## CmdOutputObservation Objects + +```python +@dataclass +class CmdOutputObservation(Observation) +``` + +This data class represents the output of a command. + diff --git a/docs/modules/python/opendevin/plan.md b/docs/modules/python/opendevin/plan.md new file mode 100644 index 0000000000..70fd482dce --- /dev/null +++ b/docs/modules/python/opendevin/plan.md @@ -0,0 +1,182 @@ +--- +sidebar_label: plan +title: opendevin.plan +--- + +## Task Objects + +```python +class Task() +``` + +#### \_\_init\_\_ + +```python +def __init__(parent: 'Task | None', + goal: str, + state: str = OPEN_STATE, + subtasks: List = []) +``` + +Initializes a new instance of the Task class. + +**Arguments**: + +- `parent` - The parent task, or None if it is the root task. +- `goal` - The goal of the task. +- `state` - The initial state of the task. +- `subtasks` - A list of subtasks associated with this task. + +#### to\_string + +```python +def to_string(indent='') +``` + +Returns a string representation of the task and its subtasks. + +**Arguments**: + +- `indent` - The indentation string for formatting the output. + + +**Returns**: + + A string representation of the task and its subtasks. + +#### to\_dict + +```python +def to_dict() +``` + +Returns a dictionary representation of the task. + +**Returns**: + + A dictionary containing the task's attributes. + +#### set\_state + +```python +def set_state(state) +``` + +Sets the state of the task and its subtasks. + +Args: state: The new state of the task. + +**Raises**: + +- `PlanInvalidStateError` - If the provided state is invalid. + +#### get\_current\_task + +```python +def get_current_task() -> 'Task | None' +``` + +Retrieves the current task in progress. + +**Returns**: + + The current task in progress, or None if no task is in progress. + +## Plan Objects + +```python +class Plan() +``` + +Represents a plan consisting of tasks. + +**Attributes**: + +- `main_goal` - The main goal of the plan. +- `task` - The root task of the plan. + +#### \_\_init\_\_ + +```python +def __init__(task: str) +``` + +Initializes a new instance of the Plan class. + +**Arguments**: + +- `task` - The main goal of the plan. + +#### \_\_str\_\_ + +```python +def __str__() +``` + +Returns a string representation of the plan. + +**Returns**: + + A string representation of the plan. + +#### get\_task\_by\_id + +```python +def get_task_by_id(id: str) -> Task +``` + +Retrieves a task by its ID. + +**Arguments**: + +- `id` - The ID of the task. + + +**Returns**: + + The task with the specified ID. + + +**Raises**: + +- `ValueError` - If the provided task ID is invalid or does not exist. + +#### add\_subtask + +```python +def add_subtask(parent_id: str, goal: str, subtasks: List = []) +``` + +Adds a subtask to a parent task. + +**Arguments**: + +- `parent_id` - The ID of the parent task. +- `goal` - The goal of the subtask. +- `subtasks` - A list of subtasks associated with the new subtask. + +#### set\_subtask\_state + +```python +def set_subtask_state(id: str, state: str) +``` + +Sets the state of a subtask. + +**Arguments**: + +- `id` - The ID of the subtask. +- `state` - The new state of the subtask. + +#### get\_current\_task + +```python +def get_current_task() +``` + +Retrieves the current task in progress. + +**Returns**: + + The current task in progress, or None if no task is in progress. + diff --git a/docs/modules/python/opendevin/sandbox/docker/process.md b/docs/modules/python/opendevin/sandbox/docker/process.md new file mode 100644 index 0000000000000000000000000000000000000000..1d7af90b8de502f221041f4add8bcfcf333793c6 GIT binary patch literal 2669 zcma)8$!_CD5Y3s_{6GZ`49Spq$R&Ub1sFsF#3vgw3UY`7s>yCk%#htoFSePl&#P{d 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index 0000000000..c09edd0610 --- /dev/null +++ b/docs/modules/python/opendevin/sandbox/e2b/sandbox.md @@ -0,0 +1,19 @@ +--- +sidebar_label: sandbox +title: opendevin.sandbox.e2b.sandbox +--- + +## E2BBox Objects + +```python +class E2BBox(Sandbox) +``` + +#### copy\_to + +```python +def copy_to(host_src: str, sandbox_dest: str, recursive: bool = False) +``` + +Copies a local file or directory to the sandbox. + diff --git a/docs/modules/python/opendevin/sandbox/plugins/jupyter/__init__.md b/docs/modules/python/opendevin/sandbox/plugins/jupyter/__init__.md new file mode 100644 index 0000000000..26722d1cf9 --- /dev/null +++ b/docs/modules/python/opendevin/sandbox/plugins/jupyter/__init__.md @@ -0,0 +1,16 @@ +--- +sidebar_label: jupyter +title: opendevin.sandbox.plugins.jupyter +--- + +## JupyterRequirement Objects + +```python +@dataclass +class JupyterRequirement(PluginRequirement) +``` + +#### host\_src + +The directory of this file (sandbox/plugins/jupyter) + diff --git a/docs/modules/python/opendevin/sandbox/plugins/mixin.md b/docs/modules/python/opendevin/sandbox/plugins/mixin.md new file mode 100644 index 0000000000..c10dd3cec9 --- /dev/null +++ b/docs/modules/python/opendevin/sandbox/plugins/mixin.md @@ -0,0 +1,21 @@ +--- +sidebar_label: mixin +title: opendevin.sandbox.plugins.mixin +--- + +## PluginMixin Objects + +```python +class PluginMixin() +``` + +Mixin for Sandbox to support plugins. + +#### init\_plugins + +```python +def init_plugins(requirements: List[PluginRequirement]) +``` + +Load a plugin into the sandbox. + diff --git a/docs/modules/python/opendevin/sandbox/plugins/requirement.md b/docs/modules/python/opendevin/sandbox/plugins/requirement.md new file mode 100644 index 0000000000..f621ee4c4e --- /dev/null +++ b/docs/modules/python/opendevin/sandbox/plugins/requirement.md @@ -0,0 +1,14 @@ +--- +sidebar_label: requirement +title: opendevin.sandbox.plugins.requirement +--- + +## PluginRequirement Objects + +```python +@dataclass +class PluginRequirement() +``` + +Requirement for a plugin. + diff --git a/docs/modules/python/opendevin/schema/action.md b/docs/modules/python/opendevin/schema/action.md new file mode 100644 index 0000000000..8046dc23e7 --- /dev/null +++ b/docs/modules/python/opendevin/schema/action.md @@ -0,0 +1,76 @@ +--- +sidebar_label: action +title: opendevin.schema.action +--- + +## ActionTypeSchema Objects + +```python +class ActionTypeSchema(BaseModel) +``` + +#### INIT + +Initializes the agent. Only sent by client. + +#### START + +Starts a new development task. Only sent by the client. + +#### READ + +Reads the content of a file. + +#### WRITE + +Writes the content to a file. + +#### RUN + +Runs a command. + +#### KILL + +Kills a background command. + +#### BROWSE + +Opens a web page. + +#### RECALL + +Searches long-term memory + +#### THINK + +Allows the agent to make a plan, set a goal, or record thoughts + +#### DELEGATE + +Delegates a task to another agent. + +#### FINISH + +If you're absolutely certain that you've completed your task and have tested your work, +use the finish action to stop working. + +#### PAUSE + +Pauses the task. + +#### RESUME + +Resumes the task. + +#### STOP + +Stops the task. Must send a start action to restart a new task. + +#### PUSH + +Push a branch to github. + +#### SEND\_PR + +Send a PR to github. + diff --git a/docs/modules/python/opendevin/schema/observation.md b/docs/modules/python/opendevin/schema/observation.md new file mode 100644 index 0000000000..db6a80ab83 --- /dev/null +++ b/docs/modules/python/opendevin/schema/observation.md @@ -0,0 +1,35 @@ +--- +sidebar_label: observation +title: opendevin.schema.observation +--- + +## ObservationTypeSchema Objects + +```python +class ObservationTypeSchema(BaseModel) +``` + +#### READ + +The content of a file + +#### BROWSE + +The HTML content of a URL + +#### RUN + +The output of a command + +#### RECALL + +The result of a search + +#### CHAT + +A message from the user + +#### DELEGATE + +The result of a task delegated to another agent + diff --git a/docs/modules/python/opendevin/schema/task.md b/docs/modules/python/opendevin/schema/task.md new file mode 100644 index 0000000000..4f21dc2559 --- /dev/null +++ b/docs/modules/python/opendevin/schema/task.md @@ -0,0 +1,57 @@ +--- +sidebar_label: task +title: opendevin.schema.task +--- + +## TaskState Objects + +```python +class TaskState(str, Enum) +``` + +#### INIT + +Initial state of the task. + +#### RUNNING + +The task is running. + +#### PAUSED + +The task is paused. + +#### STOPPED + +The task is stopped. + +#### FINISHED + +The task is finished. + +#### ERROR + +An error occurred during the task. + +## TaskStateAction Objects + +```python +class TaskStateAction(str, Enum) +``` + +#### START + +Starts the task. + +#### PAUSE + +Pauses the task. + +#### RESUME + +Resumes the task. + +#### STOP + +Stops the task. + diff --git a/docs/modules/python/opendevin/server/agent/agent.md b/docs/modules/python/opendevin/server/agent/agent.md new file mode 100644 index 0000000000..ddccd6d802 --- /dev/null +++ b/docs/modules/python/opendevin/server/agent/agent.md @@ -0,0 +1,132 @@ +--- +sidebar_label: agent +title: opendevin.server.agent.agent +--- + +## AgentUnit Objects + +```python +class AgentUnit() +``` + +Represents a session with an agent. + +**Attributes**: + +- `controller` - The AgentController instance for controlling the agent. +- `agent_task` - The task representing the agent's execution. + +#### \_\_init\_\_ + +```python +def __init__(sid) +``` + +Initializes a new instance of the Session class. + +#### send\_error + +```python +async def send_error(message) +``` + +Sends an error message to the client. + +**Arguments**: + +- `message` - The error message to send. + +#### send\_message + +```python +async def send_message(message) +``` + +Sends a message to the client. + +**Arguments**: + +- `message` - The message to send. + +#### send + +```python +async def send(data) +``` + +Sends data to the client. + +**Arguments**: + +- `data` - The data to send. + +#### dispatch + +```python +async def dispatch(action: str | None, data: dict) +``` + +Dispatches actions to the agent from the client. + +#### get\_arg\_or\_default + +```python +def get_arg_or_default(_args: dict, key: ConfigType) -> str +``` + +Gets an argument from the args dictionary or the default value. + +**Arguments**: + +- `_args` - The args dictionary. +- `key` - The key to get. + + +**Returns**: + + The value of the key or the default value. + +#### create\_controller + +```python +async def create_controller(start_event: dict) +``` + +Creates an AgentController instance. + +**Arguments**: + +- `start_event` - The start event data (optional). + +#### start\_task + +```python +async def start_task(start_event) +``` + +Starts a task for the agent. + +**Arguments**: + +- `start_event` - The start event data. + +#### set\_task\_state + +```python +async def set_task_state(new_state_action: TaskStateAction) +``` + +Sets the state of the agent task. + +#### on\_agent\_event + +```python +async def on_agent_event(event: Observation | Action) +``` + +Callback function for agent events. + +**Arguments**: + +- `event` - The agent event (Observation or Action). + diff --git a/docs/modules/python/opendevin/server/agent/manager.md b/docs/modules/python/opendevin/server/agent/manager.md new file mode 100644 index 0000000000..3b4578b3ac --- /dev/null +++ b/docs/modules/python/opendevin/server/agent/manager.md @@ -0,0 +1,31 @@ +--- +sidebar_label: manager +title: opendevin.server.agent.manager +--- + +## AgentManager Objects + +```python +class AgentManager() +``` + +#### register\_agent + +```python +def register_agent(sid: str) +``` + +Registers a new agent. + +**Arguments**: + +- `sid` - The session ID of the agent. + +#### dispatch + +```python +async def dispatch(sid: str, action: str | None, data: dict) +``` + +Dispatches actions to the agent from the client. + diff --git a/docs/modules/python/opendevin/server/auth/auth.md b/docs/modules/python/opendevin/server/auth/auth.md new file mode 100644 index 0000000000..79c63a0554 --- /dev/null +++ b/docs/modules/python/opendevin/server/auth/auth.md @@ -0,0 +1,30 @@ +--- +sidebar_label: auth +title: opendevin.server.auth.auth +--- + +#### get\_sid\_from\_token + +```python +def get_sid_from_token(token: str) -> str +``` + +Retrieves the session id from a JWT token. + +**Arguments**: + +- `token` _str_ - The JWT token from which the session id is to be extracted. + + +**Returns**: + +- `str` - The session id if found and valid, otherwise an empty string. + +#### sign\_token + +```python +def sign_token(payload: Dict[str, object]) -> str +``` + +Signs a JWT token. + diff --git a/docs/modules/python/opendevin/server/listen.md b/docs/modules/python/opendevin/server/listen.md new file mode 100644 index 0000000000..dc080ab3d7 --- /dev/null +++ b/docs/modules/python/opendevin/server/listen.md @@ -0,0 +1,34 @@ +--- +sidebar_label: listen +title: opendevin.server.listen +--- + +#### get\_litellm\_models + +```python +@app.get('/api/litellm-models') +async def get_litellm_models() +``` + +Get all models supported by LiteLLM. + +#### get\_agents + +```python +@app.get('/api/agents') +async def get_agents() +``` + +Get all agents supported by LiteLLM. + +#### get\_token + +```python +@app.get('/api/auth') +async def get_token( + credentials: HTTPAuthorizationCredentials = Depends(security_scheme)) +``` + +Generate a JWT for authentication when starting a WebSocket connection. This endpoint checks if valid credentials +are provided and uses them to get a session ID. If no valid credentials are provided, it generates a new session ID. + diff --git a/docs/modules/python/opendevin/server/session/manager.md b/docs/modules/python/opendevin/server/session/manager.md new file mode 100644 index 0000000000..7de9cd894f --- /dev/null +++ b/docs/modules/python/opendevin/server/session/manager.md @@ -0,0 +1,35 @@ +--- +sidebar_label: manager +title: opendevin.server.session.manager +--- + +## SessionManager Objects + +```python +class SessionManager() +``` + +#### send + +```python +async def send(sid: str, data: Dict[str, object]) -> bool +``` + +Sends data to the client. + +#### send\_error + +```python +async def send_error(sid: str, message: str) -> bool +``` + +Sends an error message to the client. + +#### send\_message + +```python +async def send_message(sid: str, message: str) -> bool +``` + +Sends a message to the client. + diff --git a/docs/modules/python/opendevin/server/session/msg_stack.md b/docs/modules/python/opendevin/server/session/msg_stack.md new file mode 100644 index 0000000000..f730cf0103 --- /dev/null +++ b/docs/modules/python/opendevin/server/session/msg_stack.md @@ -0,0 +1,15 @@ +--- +sidebar_label: msg_stack +title: opendevin.server.session.msg_stack +--- + +## Message Objects + +```python +class Message() +``` + +#### role + +"user"| "assistant" + diff --git a/docs/modules/python/opendevin/server/session/session.md b/docs/modules/python/opendevin/server/session/session.md new file mode 100644 index 0000000000..05a1e7e6c5 --- /dev/null +++ b/docs/modules/python/opendevin/server/session/session.md @@ -0,0 +1,27 @@ +--- +sidebar_label: session +title: opendevin.server.session.session +--- + +## Session Objects + +```python +class Session() +``` + +#### send\_error + +```python +async def send_error(message: str) -> bool +``` + +Sends an error message to the client. + +#### send\_message + +```python +async def send_message(message: str) -> bool +``` + +Sends a message to the client. + diff --git a/docs/modules/python/opendevin/utils/system.md b/docs/modules/python/opendevin/utils/system.md new file mode 100644 index 0000000000..852a280e7d --- /dev/null +++ b/docs/modules/python/opendevin/utils/system.md @@ -0,0 +1,13 @@ +--- +sidebar_label: system +title: opendevin.utils.system +--- + +#### find\_available\_tcp\_port + +```python +def find_available_tcp_port() -> int +``` + +Find an available TCP port, return -1 if none available. + diff --git a/docs/modules/python/sidebar.json b/docs/modules/python/sidebar.json new file mode 100644 index 0000000000..d9dbfb58f2 --- /dev/null +++ b/docs/modules/python/sidebar.json @@ -0,0 +1,207 @@ +{ + "items": [ + { + "items": [ + { + "items": [ + "python/agenthub/SWE_agent/agent", + "python/agenthub/SWE_agent/parser" + ], + "label": "agenthub.SWE_agent", + "type": "category" + }, + { + "items": [ + "python/agenthub/codeact_agent/codeact_agent" + ], + "label": "agenthub.codeact_agent", + "type": "category" 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/dev/null +++ b/docs/modules/usage/about.md @@ -0,0 +1,53 @@ +--- +sidebar_position: 6 +--- + +# 📚 Misc + +## ⭐️ Research Strategy + +Achieving full replication of production-grade applications with LLMs is a complex endeavor. Our strategy involves: + +1. **Core Technical Research:** Focusing on foundational research to understand and improve the technical aspects of code generation and handling. +2. **Specialist Abilities:** Enhancing the effectiveness of core components through data curation, training methods, and more. +3. **Task Planning:** Developing capabilities for bug detection, codebase management, and optimization. +4. **Evaluation:** Establishing comprehensive evaluation metrics to better understand and improve our models. + +## 🚧 Default Agent + +- Our default Agent is currently the MonologueAgent, which has limited capabilities, but is fairly stable. We're working on other Agent implementations, including [SWE Agent](https://swe-agent.com/). You can [read about our current set of agents here](./agents). + +## 🤝 How to Contribute + +OpenDevin is a community-driven project, and we welcome contributions from everyone. Whether you're a developer, a researcher, or simply enthusiastic about advancing the field of software engineering with AI, there are many ways to get involved: + +- **Code Contributions:** Help us develop the core functionalities, frontend interface, or sandboxing solutions. +- **Research and Evaluation:** Contribute to our understanding of LLMs in software engineering, participate in evaluating the models, or suggest improvements. +- **Feedback and Testing:** Use the OpenDevin toolset, report bugs, suggest features, or provide feedback on usability. + +For details, please check [this document](https://github.com/OpenDevin/OpenDevin/blob/main/CONTRIBUTING.md). + +## 🤖 Join Our Community + +Now we have both Slack workspace for the collaboration on building OpenDevin and Discord server for discussion about anything related, e.g., this project, LLM, agent, etc. + +- [Slack workspace](https://join.slack.com/t/opendevin/shared_invite/zt-2etftj1dd-X1fDL2PYIVpsmJZkqEYANw) +- [Discord server](https://discord.gg/mBuDGRzzES) + +If you would love to contribute, feel free to join our community (note that now there is no need to fill in the [form](https://forms.gle/758d5p6Ve8r2nxxq6)). Let's simplify software engineering together! + +🐚 **Code less, make more with OpenDevin.** + +[![Star History Chart](https://api.star-history.com/svg?repos=OpenDevin/OpenDevin&type=Date)](https://star-history.com/#OpenDevin/OpenDevin&Date) + +## 🛠️ Built With + +OpenDevin is built using a combination of powerful frameworks and libraries, providing a robust foundation for its development. Here are the key technologies used in the project: + +![FastAPI](https://img.shields.io/badge/FastAPI-black?style=for-the-badge) ![uvicorn](https://img.shields.io/badge/uvicorn-black?style=for-the-badge) ![LiteLLM](https://img.shields.io/badge/LiteLLM-black?style=for-the-badge) ![Docker](https://img.shields.io/badge/Docker-black?style=for-the-badge) ![Ruff](https://img.shields.io/badge/Ruff-black?style=for-the-badge) ![MyPy](https://img.shields.io/badge/MyPy-black?style=for-the-badge) ![LlamaIndex](https://img.shields.io/badge/LlamaIndex-black?style=for-the-badge) ![React](https://img.shields.io/badge/React-black?style=for-the-badge) + +Please note that the selection of these technologies is in progress, and additional technologies may be added or existing ones may be removed as the project evolves. We strive to adopt the most suitable and efficient tools to enhance the capabilities of OpenDevin. + +## 📜 License + +Distributed under the MIT License. See [our license](https://github.com/OpenDevin/OpenDevin/blob/main/LICENSE) for more information. diff --git a/docs/modules/usage/agents.md b/docs/modules/usage/agents.md new file mode 100644 index 0000000000..841daf98bf --- /dev/null +++ b/docs/modules/usage/agents.md @@ -0,0 +1,110 @@ +--- +sidebar_position: 3 +--- + +# 🧠 Agents and Capabilities + +## Monologue Agent + +### Description + +The Monologue Agent utilizes long and short term memory to complete tasks. +Long term memory is stored as a LongTermMemory object and the model uses it to search for examples from the past. +Short term memory is stored as a Monologue object and the model can condense it as necessary. + +### Actions + +`Action`, +`NullAction`, +`CmdRunAction`, +`FileWriteAction`, +`FileReadAction`, +`AgentRecallAction`, +`BrowseURLAction`, +`GithubPushAction`, +`AgentThinkAction` + +### Observations + +`Observation`, +`NullObservation`, +`CmdOutputObservation`, +`FileReadObservation`, +`AgentRecallObservation`, +`BrowserOutputObservation` + +### Methods + +| Method | Description | +| --------------- | --------------------------------------------------------------------------------------------------------------------------------------------- | +| `__init__` | Initializes the agent with a long term memory, and an internal monologue | +| `_add_event` | Appends events to the monologue of the agent and condenses with summary automatically if the monologue is too long | +| `_initialize` | Utilizes the `INITIAL_THOUGHTS` list to give the agent a context for its capabilities and how to navigate the `/workspace` | +| `step` | Modifies the current state by adding the most recent actions and observations, then prompts the model to think about its next action to take. | +| `search_memory` | Uses `VectorIndexRetriever` to find related memories within the long term memory. | + +## Planner Agent + +### Description + +The planner agent utilizes a special prompting strategy to create long term plans for solving problems. +The agent is given its previous action-observation pairs, current task, and hint based on last action taken at every step. + +### Actions + +`NullAction`, +`CmdRunAction`, +`CmdKillAction`, +`BrowseURLAction`, +`GithubPushAction`, +`FileReadAction`, +`FileWriteAction`, +`AgentRecallAction`, +`AgentThinkAction`, +`AgentFinishAction`, +`AgentSummarizeAction`, +`AddTaskAction`, +`ModifyTaskAction`, + +### Observations + +`Observation`, +`NullObservation`, +`CmdOutputObservation`, +`FileReadObservation`, +`AgentRecallObservation`, +`BrowserOutputObservation` + +### Methods + +| Method | Description | +| --------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| `__init__` | Initializes an agent with `llm` | +| `step` | Checks to see if current step is completed, returns `AgentFinishAction` if True. Otherwise, creates a plan prompt and sends to model for inference, adding the result as the next action. | +| `search_memory` | Not yet implemented | + +## CodeAct Agent + +### Description + +The Code Act Agent is a minimalist agent. The agent works by passing the model a list of action-observation pairs and prompting the model to take the next step. + +### Actions + +`Action`, +`CmdRunAction`, +`AgentEchoAction`, +`AgentFinishAction`, + +### Observations + +`CmdOutputObservation`, +`AgentMessageObservation`, + +### Methods + +| Method | Description | +| --------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| `__init__` | Initializes an agent with `llm` and a list of messages `List[Mapping[str, str]]` | +| `step` | First, gets messages from state and then compiles them into a list for context. Next, pass the context list with the prompt to get the next command to execute. Finally, Execute command if valid, else return `AgentEchoAction(INVALID_INPUT_MESSAGE)` | +| `search_memory` | Not yet implemented | diff --git a/docs/modules/usage/architecture.mdx b/docs/modules/usage/architecture.mdx new file mode 100644 index 0000000000..99a75502f4 --- /dev/null +++ b/docs/modules/usage/architecture.mdx @@ -0,0 +1,51 @@ +--- +sidebar_position: 4 +--- + +# 🏛️ System Architecture Overview + +This is a high-level overview of the system architecture. The system is divided into two main components: the frontend and the backend. The frontend is responsible for handling user interactions and displaying the results. The backend is responsible for handling the business logic and executing the agents. + +![system_architecture.svg](/img/system_architecture.svg) + +This Overview is simplified to show the main components and their interactions. For a more detailed view of the backend architecture, see the [Backend Architecture](#backend-architecture) section. + +# Backend Architecture + +_**Disclaimer**: The backend architecture is a work in progress and is subject to change. The following diagram shows the current architecture of the backend based on the commit that is shown in the footer of the diagram._ + +![backend_architecture.svg](/img/backend_architecture.svg) + +
+ Updating this Diagram +
+ The generation of the backend architecture diagram is partially automated. + The diagram is generated from the type hints in the code using the py2puml + tool. The diagram is then manually reviewed, adjusted and exported to PNG + and SVG. + + ## Prerequisites + + - Running python environment in which opendevin is executable + (according to the instructions in the README.md file in the root of the repository) + - [py2puml](https://github.com/lucsorel/py2puml) installed + +## Steps + +1. Autogenerate the diagram by running the following command from the root of the repository: + `py2puml opendevin opendevin > docs/architecture/backend_architecture.puml` + +2. Open the generated file in a PlantUML editor, e.g. Visual Studio Code with the PlantUML extension or [PlantText](https://www.planttext.com/) + +3. Review the generated PUML and make all necessary adjustments to the diagram (add missing parts, fix mistakes, improve positioning). + _py2puml creates the diagram based on the type hints in the code, so missing or incorrect type hints may result in an incomplete or incorrect diagram._ + +4. Review the diff between the new and the previous diagram and manually check if the changes are correct. + _Make sure not to remove parts that were manually added to the diagram in the past and are still relevant._ + +5. Add the commit hash of the commit that was used to generate the diagram to the diagram footer. + +6. Export the diagram as PNG and SVG files and replace the existing diagrams in the `docs/architecture` directory. This can be done with (e.g. [PlantText](https://www.planttext.com/)) + +
+
diff --git a/docs/modules/usage/intro.mdx b/docs/modules/usage/intro.mdx new file mode 100644 index 0000000000..03d4dded5c --- /dev/null +++ b/docs/modules/usage/intro.mdx @@ -0,0 +1,114 @@ +--- +sidebar_position: 1 +--- + +# 💻 OpenDevin + +OpenDevin is an **autonomous AI software engineer** capable of executing complex engineering tasks and collaborating actively with users on software development projects. +This project is fully open-source, so you can use and modify it however you like. + +:::tip +Explore the codebase of OpenDevin on [GitHub](https://github.com/OpenDevin/OpenDevin) or join one of our communities! + + + Contributors + + + Forks + + + Stargazers + + + Issues + +

+ + MIT License + +

+ + Join our Slack community + + + Join our Discord community + +::: + +## 🛠️ Getting Started + +The easiest way to run OpenDevin is inside a Docker container. + +To start the app, run these commands, replacing `$(pwd)/workspace` with the path to the code you want OpenDevin to work with. + +``` +# Your OpenAI API key, or any other LLM API key +export LLM_API_KEY="sk-..." +``` + +``` +# The directory you want OpenDevin to modify. +# MUST be an absolute path! +export WORKSPACE_BASE=$(pwd)/workspace +``` + +:::warning +OpenDevin runs bash commands within a Docker sandbox, so it should not affect your machine. But your workspace directory will be attached to that sandbox, and files in the directory may be modified or deleted. +::: + +``` +docker run \ + -e LLM_API_KEY \ + -e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \ + -v $WORKSPACE_BASE:/opt/workspace_base \ + -v /var/run/docker.sock:/var/run/docker.sock \ + -p 3000:3000 \ + --add-host host.docker.internal=host-gateway \ + ghcr.io/opendevin/opendevin:0.4.0 +``` + +You'll find opendevin running at [http://localhost:3000](http://localhost:3000). + +:::tip +If you want to use the **(unstable!)** bleeding edge, you can use `ghcr.io/opendevin/opendevin:main` as the image (last line). +::: + +See Development.md for instructions on running OpenDevin without Docker. + +Having trouble? Check out our Troubleshooting Guide. + +:::warning +OpenDevin is currently a work in progress, but you can already run the alpha version to see the end-to-end system in action. +::: + +[contributors-shield]: https://img.shields.io/github/contributors/opendevin/opendevin?style=for-the-badge +[contributors-url]: https://github.com/OpenDevin/OpenDevin/graphs/contributors +[forks-shield]: https://img.shields.io/github/forks/opendevin/opendevin?style=for-the-badge +[forks-url]: https://github.com/OpenDevin/OpenDevin/network/members +[stars-shield]: https://img.shields.io/github/stars/opendevin/opendevin?style=for-the-badge +[stars-url]: https://github.com/OpenDevin/OpenDevin/stargazers +[issues-shield]: https://img.shields.io/github/issues/opendevin/opendevin?style=for-the-badge +[issues-url]: https://github.com/OpenDevin/OpenDevin/issues +[license-shield]: https://img.shields.io/github/license/opendevin/opendevin?style=for-the-badge +[license-url]: https://github.com/OpenDevin/OpenDevin/blob/main/LICENSE diff --git a/docs/guides/AzureLLMs.md b/docs/modules/usage/llms/azureLLMs.md similarity index 92% rename from docs/guides/AzureLLMs.md rename to docs/modules/usage/llms/azureLLMs.md index 1c32410d5c..aff734eddd 100644 --- a/docs/guides/AzureLLMs.md +++ b/docs/modules/usage/llms/azureLLMs.md @@ -1,12 +1,13 @@ -# Azure OpenAI LLM Guide +# Azure OpenAI LLM -# 1. Completion +## Completion OpenDevin uses LiteLLM for completion calls. You can find their documentation on Azure [here](https://docs.litellm.ai/docs/providers/azure) -## azure openai configs +### Azure openai configs When running the OpenDevin Docker image, you'll need to set the following environment variables using `-e`: + ``` LLM_BASE_URL="" # e.g. "https://openai-gpt-4-test-v-1.openai.azure.com/" LLM_API_KEY="" @@ -14,20 +15,21 @@ LLM_MODEL="azure/" LLM_API_VERSION = "" # e.g. "2024-02-15-preview" ``` -## Important Note: - +:::note You can find your ChatGPT deployment name on the deployments page in Azure. It could be the same with the chat model name (e.g. 'GPT4-1106-preview'), by default or initially set, but it doesn't have to be the same. Run opendevin, and when you load it in the browser, go to Settings and set model as above: "azure/<your-actual-gpt-deployment-name>". If it's not in the list, enter your own text and save it. +::: -# 2. Embeddings +## Embeddings OpenDevin uses llama-index for embeddings. You can find their documentation on Azure [here](https://docs.llamaindex.ai/en/stable/api_reference/embeddings/azure_openai/) -## azure openai configs +### Azure openai configs The model used for Azure OpenAI embeddings is "text-embedding-ada-002". You need the correct deployment name for this model in your Azure account. When running OpenDevin in Docker, set the following environment variables using `-e`: + ``` LLM_EMBEDDING_MODEL="azureopenai" LLM_EMBEDDING_DEPLOYMENT_NAME = "" # e.g. "TextEmbedding..." diff --git a/docs/guides/GoogleLLMs.md b/docs/modules/usage/llms/googleLLMs.md similarity index 86% rename from docs/guides/GoogleLLMs.md rename to docs/modules/usage/llms/googleLLMs.md index 19521d1ecb..d0bbbcff45 100644 --- a/docs/guides/GoogleLLMs.md +++ b/docs/modules/usage/llms/googleLLMs.md @@ -1,23 +1,25 @@ -# Google Gemini/Vertex LLM Guide +# Google Gemini/Vertex LLM -# 1. Completion +## Completion OpenDevin uses LiteLLM for completion calls. The following resources are relevant for using OpenDevin with Google's LLMs - [Gemini - Google AI Studio](https://docs.litellm.ai/docs/providers/gemini) - [VertexAI - Google Cloud Platform](https://docs.litellm.ai/docs/providers/vertex) - -## Gemini - Google AI Studio Configs +### Gemini - Google AI Studio Configs To use Gemini through Google AI Studio when running the OpenDevin Docker image, you'll need to set the following environment variables using `-e`: + ``` GEMINI_API_KEY="" LLM_MODEL="gemini/gemini-1.5-pro" ``` -## Vertex AI - Google Cloud Platform Configs +### Vertex AI - Google Cloud Platform Configs + To use Vertex AI through Google Cloud Platform when running the OpenDevin Docker image, you'll need to set the following environment variables using `-e`: + ``` GOOGLE_APPLICATION_CREDENTIALS="" VERTEXAI_PROJECT="" diff --git a/docs/modules/usage/llms/llms.md b/docs/modules/usage/llms/llms.md new file mode 100644 index 0000000000..43fdc01275 --- /dev/null +++ b/docs/modules/usage/llms/llms.md @@ -0,0 +1,47 @@ +--- +sidebar_position: 2 +--- + +# 🤖 LLM Backends + +OpenDevin can work with any LLM backend. +For a full list of the LM providers and models available, please consult the +[litellm documentation](https://docs.litellm.ai/docs/providers). + +:::warning +OpenDevin will issue many prompts to the LLM you configure. Most of these LLMs cost money--be sure to set spending limits and monitor usage. +::: + +The `LLM_MODEL` environment variable controls which model is used in programmatic interactions. +But when using the OpenDevin UI, you'll need to choose your model in the settings window (the gear +wheel on the bottom left). + +The following environment variables might be necessary for some LLMs: + +- `LLM_API_KEY` +- `LLM_BASE_URL` +- `LLM_EMBEDDING_MODEL` +- `LLM_EMBEDDING_DEPLOYMENT_NAME` +- `LLM_API_VERSION` + +We have a few guides for running OpenDevin with specific model providers: + +- [ollama](llms/localLLMs) +- [Azure](llms/azureLLMs) + +If you're using another provider, we encourage you to open a PR to share your setup! + +## Note on Alternative Models + +The best models are GPT-4 and Claude 3. Current local and open source models are +not nearly as powerful. When using an alternative model, +you may see long wait times between messages, +poor responses, or errors about malformed JSON. OpenDevin +can only be as powerful as the models driving it--fortunately folks on our team +are actively working on building better open source models! + +## API retries and rate limits + +Some LLMs have rate limits and may require retries. OpenDevin will automatically retry requests if it receives a 429 error or API connection error. +You can set `LLM_NUM_RETRIES`, `LLM_RETRY_MIN_WAIT`, `LLM_RETRY_MAX_WAIT` environment variables to control the number of retries and the time between retries. +By default, `LLM_NUM_RETRIES` is 5 and `LLM_RETRY_MIN_WAIT`, `LLM_RETRY_MAX_WAIT` are 3 seconds and respectively 60 seconds. diff --git a/docs/guides/LocalLLMs.md b/docs/modules/usage/llms/localLLMs.md similarity index 92% rename from docs/guides/LocalLLMs.md rename to docs/modules/usage/llms/localLLMs.md index 04ed433e37..8e19755e9f 100644 --- a/docs/guides/LocalLLMs.md +++ b/docs/modules/usage/llms/localLLMs.md @@ -1,11 +1,11 @@ -# Local LLM Guide with Ollama server +# Local LLM with Ollama Ensure that you have the Ollama server up and running. For detailed startup instructions, refer to the [here](https://github.com/ollama/ollama) This guide assumes you've started ollama with `ollama serve`. If you're running ollama differently (e.g. inside docker), the instructions might need to be modified. Please note that if you're running wsl the default ollama configuration blocks requests from docker containers. See [here](#4-configuring-the-ollama-service-wsl). -## 1. Pull Models +## Pull Models Ollama model names can be found [here](https://ollama.com/library). For a small example, you can use the `codellama:7b` model. Bigger models will generally perform better. @@ -24,10 +24,11 @@ mistral:7b-instruct-v0.2-q4_K_M eb14864c7427 4.4 GB 2 weeks ago starcoder2:latest f67ae0f64584 1.7 GB 19 hours ago ``` -## 2. Start OpenDevin +## Start OpenDevin -### 2.1 Docker -Use the instructions in [README.md](/README.md) to start OpenDevin using Docker. +### Docker + +Use the instructions [here](../intro) to start OpenDevin using Docker. But when running `docker run`, you'll need to add a few more arguments: ```bash @@ -55,8 +56,9 @@ docker run \ You should now be able to connect to `http://localhost:3000/` -### 2.2 Build from Source -Use the instructions in [Development.md](/Development.md) to build OpenDevin. +### Build from Source + +Use the instructions in [Development.md](https://github.com/OpenDevin/OpenDevin/blob/main/Development.md) to build OpenDevin. Make sure `config.toml` is there by running `make setup-config` which will create one for you. In `config.toml`, enter the followings: ``` @@ -67,11 +69,12 @@ LLM_BASE_URL="http://localhost:11434" WORKSPACE_BASE="./workspace" WORKSPACE_DIR="$(pwd)/workspace" ``` + Replace `LLM_MODEL` of your choice if you need to. Done! Now you can start Devin by: `make run` without Docker. You now should be able to connect to `http://localhost:3000/` -## 3. Select your Model +## Select your Model In the OpenDevin UI, click on the Settings wheel in the bottom-left corner. Then in the `Model` input, enter `ollama/codellama:7b`, or the name of the model you pulled earlier. @@ -79,7 +82,7 @@ If it doesn’t show up in a dropdown, that’s fine, just type it in. Click Sav And now you're ready to go! -## 4. Configuring the ollama service (WSL) +## Configuring the ollama service (WSL) The default configuration for ollama in wsl only serves localhost. This means you can't reach it from a docker container. eg. it wont work with OpenDevin. First let's test that ollama is running correctly. @@ -98,7 +101,7 @@ docker exec [CONTAINER ID] curl http://host.docker.internal:11434/api/generate - #ex. docker exec cd9cc82f7a11 curl http://host.docker.internal:11434/api/generate -d '{"model":"codellama","prompt":"hi"}' ``` -### Fixing it +## Fixing it Now let's make it work, edit /etc/systemd/system/ollama.service with sudo priviledges. (Path may vary depending on linux flavor) diff --git a/docs/guides/Troubleshooting.md b/docs/modules/usage/troubleshooting/troubleshooting.md similarity index 63% rename from docs/guides/Troubleshooting.md rename to docs/modules/usage/troubleshooting/troubleshooting.md index 7cc9d76926..683045fb16 100644 --- a/docs/guides/Troubleshooting.md +++ b/docs/modules/usage/troubleshooting/troubleshooting.md @@ -1,6 +1,8 @@ -# Troubleshooting +--- +sidebar_position: 5 +--- -> If you're running on Windows and having trouble, check out our [guide for Windows users](./Windows.md) +# 🚧 Troubleshooting There are some error messages that get reported over and over by users. We'll try and make the install process easier, and to make these error messages @@ -13,29 +15,35 @@ open an new issue--just comment there. If you find more information or a workaround for one of these issues, please open a PR to add details to this file. -## Unable to connect to docker -https://github.com/OpenDevin/OpenDevin/issues/1226 +:::tip +If you're running on Windows and having trouble, check out our [guide for Windows users](troubleshooting/windows) +::: + +## [Unable to connect to docker](https://github.com/OpenDevin/OpenDevin/issues/1226) ### Symptoms + ``` Error creating controller. Please check Docker is running using docker ps ``` + ``` docker.errors.DockerException: Error while fetching server API version: ('Connection aborted.', FileNotFoundError(2, 'No such file or directory')) ``` ### Details + OpenDevin uses a docker container to do its work safely, without potentially breaking your machine. ### Workarounds -* Run `docker ps` to ensure that docker is running -* Make sure you don't need `sudo` to run docker [see here](https://www.baeldung.com/linux/docker-run-without-sudo) +- Run `docker ps` to ensure that docker is running +- Make sure you don't need `sudo` to run docker [see here](https://www.baeldung.com/linux/docker-run-without-sudo) -## Unable to connect to SSH box -https://github.com/OpenDevin/OpenDevin/issues/1156 +## [Unable to connect to SSH box](https://github.com/OpenDevin/OpenDevin/issues/1156) ### Symptoms + ``` self.shell = DockerSSHBox( ... @@ -43,19 +51,21 @@ pexpect.pxssh.ExceptionPxssh: Could not establish connection to host ``` ### Details + By default, OpenDevin connects to a running container using SSH. On some machines, especially Windows, this seems to fail. ### Workarounds -* Restart your computer (sometimes works?) -* Be sure to have the latest versions of WSL and Docker -* Try [this reinstallation guide](https://github.com/OpenDevin/OpenDevin/issues/1156#issuecomment-2064549427) -* Set `-e SANDBOX_TYPE=exec` to switch to the ExecBox docker container -## Unable to connect to LLM -https://github.com/OpenDevin/OpenDevin/issues/1208 +- Restart your computer (sometimes works?) +- Be sure to have the latest versions of WSL and Docker +- Try [this reinstallation guide](https://github.com/OpenDevin/OpenDevin/issues/1156#issuecomment-2064549427) +- Set `-e SANDBOX_TYPE=exec` to switch to the ExecBox docker container + +## [Unable to connect to LLM](https://github.com/OpenDevin/OpenDevin/issues/1208) ### Symptoms + ``` File "/app/.venv/lib/python3.12/site-packages/openai/_exceptions.py", line 81, in __init__ super().__init__(message, response.request, body=body) @@ -64,10 +74,12 @@ AttributeError: 'NoneType' object has no attribute 'request' ``` ### Details + This usually happens with local LLM setups, when OpenDevin can't connect to the LLM server. -See our guide for [local LLMs](./LocalLLMs.md) for more information. +See our guide for [local LLMs](llms/localLLMs) for more information. ### Workarounds -* Check your `LLM_BASE_URL` -* Check that ollama is running OK -* Make sure you're using `--add-host host.docker.internal=host-gateway` when running in docker + +- Check your `LLM_BASE_URL` +- Check that ollama is running OK +- Make sure you're using `--add-host host.docker.internal=host-gateway` when running in docker diff --git a/docs/guides/Windows.md b/docs/modules/usage/troubleshooting/windows.md similarity index 92% rename from docs/guides/Windows.md rename to docs/modules/usage/troubleshooting/windows.md index 60a31fea59..066d33445d 100644 --- a/docs/guides/Windows.md +++ b/docs/modules/usage/troubleshooting/windows.md @@ -1,31 +1,36 @@ # Notes for Windows and WSL Users + OpenDevin only supports Windows via [WSL](https://learn.microsoft.com/en-us/windows/wsl/install). Please be sure to run all commands inside your WSL terminal. ## Troubleshooting ### Failed to create opendevin user + If you encounter the following error during setup: `Exception: Failed to create opendevin user in sandbox: b'useradd: UID 0 is not unique\n'` You can resolve it by running: - ``` - export SANDBOX_USER_ID=1000 - ``` +` export SANDBOX_USER_ID=1000 + ` ### Poetry Installation + If you face issues running Poetry even after installing it during the build process, you may need to add its binary path to your environment: - ``` - export PATH="$HOME/.local/bin:$PATH" - ``` +` export PATH="$HOME/.local/bin:$PATH" + ` ### NoneType object has no attribute 'request' + If you experiencing issues related to networking, such as `NoneType object has no attribute 'request'` when executing `make run`, you may need to configure your WSL2 networking settings. Follow these steps: + - Open or create the `.wslconfig` file located at `C:\Users\%username%\.wslconfig` on your Windows host machine. - Add the following configuration to the `.wslconfig` file: + ``` [wsl2] networkingMode=mirrored localhostForwarding=true ``` + - Save the `.wslconfig` file. - Restart WSL2 completely by exiting any running WSL2 instances and executing the command `wsl --shutdown` in your command prompt or terminal. - After restarting WSL, attempt to execute `make run` again. 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{ + "@docusaurus/core": "3.2.1", + "@docusaurus/preset-classic": "3.2.1", + "@mdx-js/react": "^3.0.0", + "autoprefixer": "^10.4.19", + "clsx": "^2.0.0", + "postcss": "^8.4.38", + "prism-react-renderer": "^2.3.0", + "react": "^18.0.0", + "react-dom": "^18.0.0", + "react-use": "^17.5.0", + "tailwindcss": "^3.4.3" + }, + "devDependencies": { + "@docusaurus/module-type-aliases": "3.2.1", + "@docusaurus/tsconfig": "3.2.1", + "@docusaurus/types": "3.2.1", + "typescript": "~5.2.2" + }, + "browserslist": { + "production": [ + ">0.5%", + "not dead", + "not op_mini all" + ], + "development": [ + "last 3 chrome version", + "last 3 firefox version", + "last 5 safari version" + ] + }, + "engines": { + "node": ">=18.0" + } +} diff --git a/docs/sidebars.ts b/docs/sidebars.ts new file mode 100644 index 0000000000..ed1b823008 --- /dev/null +++ b/docs/sidebars.ts @@ -0,0 +1,8 @@ +import type { SidebarsConfig } from "@docusaurus/plugin-content-docs"; + +const sidebars: SidebarsConfig = { + docsSidebar: [{ type: "autogenerated", dirName: "usage" }], + apiSidebar: [require("./modules/python/sidebar.json")], +}; + +export default sidebars; diff --git a/docs/src/components/Code/Code.tsx b/docs/src/components/Code/Code.tsx new file mode 100644 index 0000000000..a4cb37ecef --- /dev/null +++ b/docs/src/components/Code/Code.tsx @@ -0,0 +1,47 @@ +import Link from "@docusaurus/Link"; +import { Header } from "@site/src/pages"; +import { CodeBlock } from "./CodeBlock"; +import styles from "./styles.module.css"; + +export function Code() { + const keyCode = `# Your OpenAI API key, or any other LLM API key +export LLM_API_KEY="sk-..."`; + + const workspaceCode = `# The directory you want OpenDevin to modify. MUST be an absolute path! +export WORKSPACE_BASE=$(pwd)/workspace`; + + const dockerCode = `docker run \\ + -e LLM_API_KEY \\ + -e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \\ + -v $WORKSPACE_BASE:/opt/workspace_base \\ + -v /var/run/docker.sock:/var/run/docker.sock \\ + -p 3000:3000 \\ + --add-host host.docker.internal=host-gateway \\ + ghcr.io/opendevin/opendevin:0.3.1`; + + return ( +
+
+
+
+
+ + Learn More + +
+
+
+ + + +
+
+ ); +} diff --git a/docs/src/components/Code/CodeBlock.tsx b/docs/src/components/Code/CodeBlock.tsx new file mode 100644 index 0000000000..02a37ecd6b --- /dev/null +++ b/docs/src/components/Code/CodeBlock.tsx @@ -0,0 +1,63 @@ +import { useColorMode } from "@docusaurus/theme-common"; +import { Highlight, themes } from "prism-react-renderer"; +import { useCopyToClipboard } from "react-use"; + +interface CodeBlockProps { + language: string; + code: string; +} + +export function CodeBlock({ language, code }: CodeBlockProps) { + const [state, copyToClipboard] = useCopyToClipboard(); + const { isDarkTheme } = useColorMode(); + + const copyCode = () => { + copyToClipboard(code); + }; + + return ( +
+ + {({ style, tokens, getLineProps, getTokenProps }) => ( + 
+            {tokens.map((line, i) => (
+              

+                
+                  {i + 1}
+                
+                {line.map((token, key) => (
+                  
+                ))}
+              

+            ))}
+
+ )} + + +
+ ); +} diff --git a/docs/src/components/Code/styles.module.css b/docs/src/components/Code/styles.module.css new file mode 100644 index 0000000000..e8c97d459c --- /dev/null +++ b/docs/src/components/Code/styles.module.css @@ -0,0 +1,26 @@ +.container { + display: flex; + flex-direction: column; + padding-top: 25px; + padding-bottom: 25px; + width: 100%; +} + +.innerContainer { + padding: 50px; + width: 100%; + max-width: 1300px; + padding-top: 30px; + margin: auto; +} + +.header { + display: flex; + justify-content: space-between; +} + +@media (max-width: 768px) { + .header { + flex-direction: column; + } +} diff --git a/docs/src/components/Demo/Demo.tsx b/docs/src/components/Demo/Demo.tsx new file mode 100644 index 0000000000..a7493e34ce --- /dev/null +++ b/docs/src/components/Demo/Demo.tsx @@ -0,0 +1,25 @@ +import React from "react"; +import styles from "./index.module.css"; + +export function Demo() { + const videoRef = React.useRef(null); + + return ( +
+ +
+ ); +} diff --git a/docs/src/components/Demo/index.module.css b/docs/src/components/Demo/index.module.css new file mode 100644 index 0000000000..7797c3e1f2 --- /dev/null +++ b/docs/src/components/Demo/index.module.css @@ -0,0 +1,7 @@ +.demo { + width: 100%; + padding: 30px; + max-width: 800px; + text-align: center; + border-radius: 40px; +} diff --git a/docs/src/components/HomepageHeader/HomepageHeader.tsx b/docs/src/components/HomepageHeader/HomepageHeader.tsx new file mode 100644 index 0000000000..cb6c0c4ec6 --- /dev/null +++ b/docs/src/components/HomepageHeader/HomepageHeader.tsx @@ -0,0 +1,28 @@ +import Link from "@docusaurus/Link"; +import useDocusaurusContext from "@docusaurus/useDocusaurusContext"; +import Heading from "@theme/Heading"; +import { Demo } from "../Demo/Demo"; +import styles from "./index.module.css"; + +export function HomepageHeader() { + const { siteConfig } = useDocusaurusContext(); + return ( +
+
+ + {siteConfig.title} + +

{siteConfig.tagline}

+
+ + Get Started + +
+
{" "} + +
+ ); +} diff --git a/docs/src/components/HomepageHeader/index.module.css b/docs/src/components/HomepageHeader/index.module.css new file mode 100644 index 0000000000..3c95b98f6e --- /dev/null +++ b/docs/src/components/HomepageHeader/index.module.css @@ -0,0 +1,37 @@ +.headerContainer { + background: radial-gradient(circle, var(--secondary), var(--secondary-light)); + background-size: 200% 200%; + animation: gradientAnimation 10s linear infinite; + display: flex; + justify-content: center; +} + +@media only screen and (max-width: 600px) { + .headerContainer { + flex-direction: column; + } +} + +@keyframes gradientAnimation { + 0% { + background-position: left center; + } + 50% { + background-position: right center; + } + 100% { + background-position: left center; + } +} +.header { + max-width: 1300px; + color: white; + display: flex; + margin-left: 100px; + margin-right: 100px; + flex-direction: column; + align-items: center; + justify-content: center; + overflow: hidden; + padding: 70px 30px 30px; +} diff --git a/docs/src/components/Welcome/Welcome.tsx b/docs/src/components/Welcome/Welcome.tsx new file mode 100644 index 0000000000..ee52f2a8ff --- /dev/null +++ b/docs/src/components/Welcome/Welcome.tsx @@ -0,0 +1,19 @@ +import styles from "./styles.module.css"; + +export function Welcome() { + return ( +
+
+ +

+ Welcome to OpenDevin, an open-source project aiming to replicate + Devin, an autonomous AI software engineer who is capable of executing + complex engineering tasks and collaborating actively with users on + software development projects. This project aspires to replicate, + enhance, and innovate upon Devin through the power of the open-source + community. +

+
+
+ ); +} diff --git a/docs/src/components/Welcome/styles.module.css b/docs/src/components/Welcome/styles.module.css new file mode 100644 index 0000000000..f3ec5dfc24 --- /dev/null +++ b/docs/src/components/Welcome/styles.module.css @@ -0,0 +1,27 @@ +.container { + display: flex; + flex-direction: column; + padding-top: 25px; + padding-bottom: 25px; + width: 100%; +} + +.innerContainer { + padding: 50px; + width: 100%; + max-width: 1300px; + padding-top: 30px; + margin: auto; + display: flex; + align-items: center; +} + +.sidebarImage { + max-width: 400px; + padding-right: 30px; +} + +.welcomeText { + text-align: justify; + font-size: larger; +} diff --git a/docs/src/css/custom.css b/docs/src/css/custom.css new file mode 100644 index 0000000000..a9af60ee53 --- /dev/null +++ b/docs/src/css/custom.css @@ -0,0 +1,36 @@ +/** + * Any CSS included here will be global. The classic template + * bundles Infima by default. Infima is a CSS framework designed to + * work well for content-centric websites. + */ + +/* You can override the default Infima variables here. */ +:root { + --ifm-color-primary: #4465db; + --ifm-code-font-size: 95%; + --docusaurus-highlighted-code-line-bg: rgba(0, 0, 0, 0.1); + --secondary: #171717; + --secondary-dark: #0a0a0a; + --secondary-light: #737373; +} + +/* For readability concerns, you should choose a lighter palette in dark mode. */ +[data-theme="dark"] { + --ifm-color-primary: #4465db; + --docusaurus-highlighted-code-line-bg: rgba(0, 0, 0, 0.3); + --secondary: #737373; + --secondary-dark: #171717; + --secondary-light: #d4d4d4; +} + +.footer--dark { + background-image: linear-gradient( + 140deg, + var(--secondary) 20%, + var(--secondary-light) 100% + ); +} + +.a { + text-decoration: underline; +} diff --git a/docs/src/pages/faq.tsx b/docs/src/pages/faq.tsx new file mode 100644 index 0000000000..5de24b8cb7 --- /dev/null +++ b/docs/src/pages/faq.tsx @@ -0,0 +1,55 @@ +import Layout from "@theme/Layout"; + +export default function FAQ() { + return ( + +
+

Frequently Asked Questions

+

Support

+

How can I report an issue with OpenDevin?

+

+ Please send us a message on our{" "} + Discord channel or file a + bug on{" "} + GitHub if + you run into any issues! +

+

General

+

What is Devin?

+

+ Devin{" "} + represents a cutting-edge autonomous agent designed to navigate the + complexities of software engineering. It leverages a combination of + tools such as a shell, code editor, and web browser, showcasing the + untapped potential of LLMs in software development. Our goal is to + explore and expand upon Devin's capabilities, identifying both its + strengths and areas for improvement, to guide the progress of open + code models. +

+

Why OpenDevin?

+

+ The{" "} + + OpenDevin + {" "} + project is born out of a desire to replicate, enhance, and innovate + beyond the original Devin model. By engaging the{" "} + + open-source community + + , we aim to tackle the challenges faced by Code LLMs in practical + scenarios, producing works that significantly contribute to the + community and pave the way for future advancements. +

+
+ + ); +} diff --git a/docs/src/pages/index.module.css b/docs/src/pages/index.module.css new file mode 100644 index 0000000000..9f71a5da77 --- /dev/null +++ b/docs/src/pages/index.module.css @@ -0,0 +1,23 @@ +/** + * CSS files with the .module.css suffix will be treated as CSS modules + * and scoped locally. + */ + +.heroBanner { + padding: 4rem 0; + text-align: center; + position: relative; + overflow: hidden; +} + +@media screen and (max-width: 996px) { + .heroBanner { + padding: 2rem; + } +} + +.buttons { + display: flex; + align-items: center; + justify-content: center; +} diff --git a/docs/src/pages/index.tsx b/docs/src/pages/index.tsx new file mode 100644 index 0000000000..86ce7e6783 --- /dev/null +++ b/docs/src/pages/index.tsx @@ -0,0 +1,33 @@ +import useDocusaurusContext from "@docusaurus/useDocusaurusContext"; +import Layout from "@theme/Layout"; + +import { Code } from "../components/Code/Code"; +import { HomepageHeader } from "../components/HomepageHeader/HomepageHeader"; +import { Welcome } from "../components/Welcome/Welcome"; + +export function Header({ title, summary, description }): JSX.Element { + return ( +
+

{summary}

+

{description}

+
+ ); +} + +export default function Home(): JSX.Element { + const { siteConfig } = useDocusaurusContext(); + return ( + +
+ +
+ + +
+
+ + ); +} diff --git a/docs/static/.nojekyll b/docs/static/.nojekyll new file mode 100644 index 0000000000..e69de29bb2 diff --git a/docs/architecture/backend_architecture.png b/docs/static/img/backend_architecture.png similarity index 100% rename from docs/architecture/backend_architecture.png rename to docs/static/img/backend_architecture.png diff --git a/docs/architecture/backend_architecture.puml b/docs/static/img/backend_architecture.puml similarity index 100% rename from docs/architecture/backend_architecture.puml rename to docs/static/img/backend_architecture.puml diff --git a/docs/architecture/backend_architecture.svg b/docs/static/img/backend_architecture.svg similarity index 100% rename from docs/architecture/backend_architecture.svg rename to docs/static/img/backend_architecture.svg diff --git a/logo.png b/docs/static/img/logo.png similarity index 100% rename from logo.png rename to docs/static/img/logo.png diff --git a/docs/architecture/system_architecture.png 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compilation. It is here just for a nice editor experience. + "extends": "@docusaurus/tsconfig", + "compilerOptions": { + "baseUrl": "." + } +} diff --git a/evaluation/SWE-bench/scripts/prepare_devin_outputs_for_evaluation.py b/evaluation/SWE-bench/scripts/prepare_devin_outputs_for_evaluation.py index c97e2bee51..829e25faf2 100644 --- a/evaluation/SWE-bench/scripts/prepare_devin_outputs_for_evaluation.py +++ b/evaluation/SWE-bench/scripts/prepare_devin_outputs_for_evaluation.py @@ -10,13 +10,14 @@ Outputs: ''' -#fetch devin's outputs into a json file for evaluation +# fetch devin's outputs into a json file for evaluation import os import sys import json import requests from tqdm import tqdm + def get_devin_eval_output(setting): repo_url = 'CognitionAI/devin-swebench-results' folder_path = 'output_diffs' diff --git a/evaluation/regression/cases/hello-world/test_hello_world.py b/evaluation/regression/cases/hello-world/test_hello_world.py index 027aab185b..ed33cb45f1 100644 --- a/evaluation/regression/cases/hello-world/test_hello_world.py +++ b/evaluation/regression/cases/hello-world/test_hello_world.py @@ -2,6 +2,7 @@ import os import pytest from conftest import agents + @pytest.mark.parametrize('agent', agents()) def test_hello_world(task_file, run_test_case, agent): """ diff --git a/evaluation/regression/cases/node-cli-rewrite/start/commands/scramble.py b/evaluation/regression/cases/node-cli-rewrite/start/commands/scramble.py index 24ffa155d9..7470813dac 100644 --- a/evaluation/regression/cases/node-cli-rewrite/start/commands/scramble.py +++ b/evaluation/regression/cases/node-cli-rewrite/start/commands/scramble.py @@ -1,4 +1,6 @@ import random + + def scramble_string(s): s_list = list(s) random.shuffle(s_list) diff --git a/evaluation/regression/cases/node-cli-rewrite/start/string_cli.py b/evaluation/regression/cases/node-cli-rewrite/start/string_cli.py index ffd20d9bd1..e398862ac3 100644 --- a/evaluation/regression/cases/node-cli-rewrite/start/string_cli.py +++ b/evaluation/regression/cases/node-cli-rewrite/start/string_cli.py @@ -1,5 +1,6 @@ import sys + def print_help(): help_text = """ Usage: python string_cli.py @@ -14,6 +15,7 @@ Commands: """ print(help_text) + if __name__ == '__main__': if len(sys.argv) == 2 and sys.argv[1] == '--help': print_help() diff --git a/evaluation/regression/cases/python-cli-help/start/commands/scramble.py b/evaluation/regression/cases/python-cli-help/start/commands/scramble.py index 24ffa155d9..7470813dac 100644 --- a/evaluation/regression/cases/python-cli-help/start/commands/scramble.py +++ b/evaluation/regression/cases/python-cli-help/start/commands/scramble.py @@ -1,4 +1,6 @@ import random + + def scramble_string(s): s_list = list(s) random.shuffle(s_list) diff --git a/evaluation/regression/cases/server-test/start/server.py b/evaluation/regression/cases/server-test/start/server.py index 6c179b5cb3..71a8d84c94 100644 --- a/evaluation/regression/cases/server-test/start/server.py +++ b/evaluation/regression/cases/server-test/start/server.py @@ -1,5 +1,6 @@ from http.server import BaseHTTPRequestHandler, HTTPServer + class HelloWorldHandler(BaseHTTPRequestHandler): def do_GET(self): self.send_response(200) @@ -7,12 +8,14 @@ class HelloWorldHandler(BaseHTTPRequestHandler): self.end_headers() self.wfile.write(b'Hello World\n') + def run(server_class=HTTPServer, handler_class=HelloWorldHandler, port=8000): server_address = ('', port) httpd = server_class(server_address, handler_class) print(f'Starting httpd on port {port}...') httpd.serve_forever() + if __name__ == '__main__': print('starting server...') run() diff --git a/evaluation/regression/conftest.py b/evaluation/regression/conftest.py index 8727b08940..f1bf1f6443 100644 --- a/evaluation/regression/conftest.py +++ b/evaluation/regression/conftest.py @@ -9,6 +9,7 @@ SCRIPT_DIR = os.path.dirname(os.path.abspath(__file__)) CASES_DIR = os.path.join(SCRIPT_DIR, 'cases') AGENTHUB_DIR = os.path.join(SCRIPT_DIR, '../../', 'agenthub') + def agents(): """Retrieves a list of available agents. @@ -21,6 +22,7 @@ def agents(): agents.append(agent) return agents + @pytest.fixture(scope='session') def test_cases_dir(): """Fixture that provides the directory path for test cases. @@ -30,6 +32,7 @@ def test_cases_dir(): """ return CASES_DIR + @pytest.fixture def task_file(test_cases_dir, request): """Fixture that provides the path to the task file for a test case. @@ -45,6 +48,7 @@ def task_file(test_cases_dir, request): task_file_path = os.path.join(test_case_dir, 'task.txt') return task_file_path + @pytest.fixture def workspace_dir(test_cases_dir, request): """Fixture that provides the workspace directory for a test case. @@ -59,6 +63,8 @@ def workspace_dir(test_cases_dir, request): test_case_dir = os.path.dirname(request.module.__file__) workspace_dir = os.path.join(test_case_dir, 'workspace') return workspace_dir + + @pytest.fixture def model(request): """Fixture that provides the model name. @@ -71,6 +77,7 @@ def model(request): """ return request.config.getoption('model', default='gpt-3.5-turbo-1106') + @pytest.fixture def run_test_case(test_cases_dir, workspace_dir, request): """Fixture that provides a function to run a test case. @@ -112,8 +119,8 @@ def run_test_case(test_cases_dir, workspace_dir, request): else: os.makedirs(os.path.join(agent_dir, 'workspace')) agents_ref = { - 'monologue_agent':'MonologueAgent', - 'codeact_agent':'CodeActAgent' + 'monologue_agent': 'MonologueAgent', + 'codeact_agent': 'CodeActAgent' } process = subprocess.Popen(['python3', f'{SCRIPT_DIR}/../../opendevin/main.py', '-d', f"{os.path.join(agent_dir, 'workspace')}", '-c', f'{agents_ref[agent]}', '-t', f'{task}', '-m', 'gpt-3.5-turbo-1106'], stdout=subprocess.PIPE, stderr=subprocess.PIPE, universal_newlines=True) stdout, stderr = process.communicate() @@ -125,6 +132,7 @@ def run_test_case(test_cases_dir, workspace_dir, request): return _run_test_case + def pytest_configure(config): """Configuration hook for pytest. diff --git a/evaluation/regression/run_tests.py b/evaluation/regression/run_tests.py index fb64aed1e5..bfb7185ed3 100644 --- a/evaluation/regression/run_tests.py +++ b/evaluation/regression/run_tests.py @@ -18,6 +18,6 @@ if __name__ == '__main__': parser_args = parser.parse_args() config.config['OPENAI_API_KEY'] = parser_args.OPENAI_API_KEY - args = ['-v', 'evaluation/regression/cases',f'-o model={parser_args.model}'] + args = ['-v', 'evaluation/regression/cases', f'-o model={parser_args.model}'] pytest.main(args) diff --git a/frontend/src/logo.svg b/frontend/src/logo.svg deleted file mode 100644 index 7169476033..0000000000 --- a/frontend/src/logo.svg +++ /dev/null @@ -1 +0,0 @@ - diff --git a/opendevin/__init__.py b/opendevin/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/opendevin/llm/llm.py b/opendevin/llm/llm.py index 2677c1d18c..bc575d2e33 100644 --- a/opendevin/llm/llm.py +++ b/opendevin/llm/llm.py @@ -1,8 +1,18 @@ -from litellm import completion as litellm_completion -from tenacity import retry, retry_if_exception_type, stop_after_attempt, wait_random_exponential -from litellm.exceptions import APIConnectionError, RateLimitError, ServiceUnavailableError from functools import partial +from litellm import completion as litellm_completion +from litellm.exceptions import ( + APIConnectionError, + RateLimitError, + ServiceUnavailableError, +) +from tenacity import ( + retry, + retry_if_exception_type, + stop_after_attempt, + wait_random_exponential, +) + from opendevin import config from opendevin.logger import llm_prompt_logger, llm_response_logger from opendevin.logger import opendevin_logger as logger @@ -24,17 +34,18 @@ class LLM: The LLM class represents a Language Model instance. """ - def __init__(self, - model=DEFAULT_MODEL_NAME, - api_key=DEFAULT_API_KEY, - base_url=DEFAULT_BASE_URL, - api_version=DEFAULT_API_VERSION, - num_retries=LLM_NUM_RETRIES, - retry_min_wait=LLM_RETRY_MIN_WAIT, - retry_max_wait=LLM_RETRY_MAX_WAIT, - llm_timeout=LLM_TIMEOUT, - llm_max_return_tokens=LLM_MAX_RETURN_TOKENS - ): + def __init__( + self, + model=DEFAULT_MODEL_NAME, + api_key=DEFAULT_API_KEY, + base_url=DEFAULT_BASE_URL, + api_version=DEFAULT_API_VERSION, + num_retries=LLM_NUM_RETRIES, + retry_min_wait=LLM_RETRY_MIN_WAIT, + retry_max_wait=LLM_RETRY_MAX_WAIT, + llm_timeout=LLM_TIMEOUT, + llm_max_return_tokens=LLM_MAX_RETURN_TOKENS, + ): """ Args: model (str, optional): The name of the language model. Defaults to LLM_MODEL. @@ -52,7 +63,6 @@ class LLM: api_key (str): The API key for accessing the language model. base_url (str): The base URL for the language model API. api_version (str): The version of the API to use. - completion (function): A decorator for the litellm completion function. """ logger.info(f'Initializing LLM with model: {model}') self.model_name = model @@ -63,17 +73,33 @@ class LLM: self.llm_max_return_tokens = llm_max_return_tokens self._completion = partial( - litellm_completion, model=self.model_name, api_key=self.api_key, base_url=self.base_url, api_version=self.api_version, max_tokens=self.llm_max_return_tokens, timeout=self.llm_timeout) + litellm_completion, + model=self.model_name, + api_key=self.api_key, + base_url=self.base_url, + api_version=self.api_version, + max_tokens=self.llm_max_return_tokens, + timeout=self.llm_timeout, + ) completion_unwrapped = self._completion def attempt_on_error(retry_state): - logger.error(f'{retry_state.outcome.exception()}. Attempt #{retry_state.attempt_number} | You can customize these settings in the configuration.', exc_info=False) + logger.error( + f'{retry_state.outcome.exception()}. Attempt #{retry_state.attempt_number} | You can customize these settings in the configuration.', + exc_info=False, + ) return True - @retry(reraise=True, - stop=stop_after_attempt(num_retries), - wait=wait_random_exponential(min=retry_min_wait, max=retry_max_wait), retry=retry_if_exception_type((RateLimitError, APIConnectionError, ServiceUnavailableError)), after=attempt_on_error) + @retry( + reraise=True, + stop=stop_after_attempt(num_retries), + wait=wait_random_exponential(min=retry_min_wait, max=retry_max_wait), + retry=retry_if_exception_type( + (RateLimitError, APIConnectionError, ServiceUnavailableError) + ), + after=attempt_on_error, + ) def wrapper(*args, **kwargs): if 'messages' in kwargs: messages = kwargs['messages'] @@ -87,6 +113,7 @@ class LLM: message_back = resp['choices'][0]['message']['content'] llm_response_logger.debug(message_back) return resp + self._completion = wrapper # type: ignore @property diff --git a/poetry.lock b/poetry.lock index e4e1a171fb..4c75f826ee 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