(feat): Update README to Accurately Reflect Current System Implementation #103
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WalkthroughThe README.md was thoroughly rewritten to document a major redesign of the Devr.AI system, shifting from a microservices model to a LangGraph agent-based architecture. Integration scope was narrowed, workflows and data flows were updated, and the technology stack and roadmap were revised to reflect the new agent-centric, asynchronous, and multi-tool orchestration approach. Additionally, a detailed installation guide and a new environment example file were added to support setup and configuration. Changes
Sequence Diagram(s)sequenceDiagram
participant User
participant DiscordBot
participant RabbitMQ
participant AgentCoordinator
participant DevRelAgent
participant GitHubToolkit
participant Supabase/Weaviate
User->>DiscordBot: Sends message/command
DiscordBot->>RabbitMQ: Publishes message to queue
RabbitMQ->>AgentCoordinator: Delivers message for processing
AgentCoordinator->>DevRelAgent: Assigns task (ReAct workflow)
DevRelAgent->>GitHubToolkit: (If needed) Interacts with GitHub API
DevRelAgent->>Supabase/Weaviate: Reads/writes context, memory, or vectors
DevRelAgent->>AgentCoordinator: Returns generated response
AgentCoordinator->>DiscordBot: Delivers response
DiscordBot->>User: Sends reply
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Actionable comments posted: 1
🧹 Nitpick comments (3)
README.md (3)
13-14: Fix list-indentation style to satisfy markdownlint (MD007).
markdownlint-cli2is complaining about inconsistent indentation for nested list items throughout the file (first hit is the new “Planned Features & Roadmap” entry).
Adopt the project-wide convention (2-space indent after the bullet) and runmarkdownlint --fixto silence hundreds of identical warnings.
36-112: The architecture diagram is becoming too monolithic for a top-level README.The single Mermaid block now spans >150 lines and mixes UI, backend, auth, agents, queues, AI services, storage, and styling.
Consider extracting this diagram todocs/architecture.md(or similar) and replacing it here with a thumbnail + link. This keeps the README scannable and avoids GitHub’s Mermaid-render timeouts on slower connections.
820-854: Minor formatting: convert bold bullets to subsections where useful.Long unordered lists (e.g., Response Generation, Memory Management) are dense. Promoting them to
####or#####headings improves skimmability and side-bar navigation without changing content.
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README.md(6 hunks)
🧰 Additional context used
🧠 Learnings (2)
📓 Common learnings
Learnt from: smokeyScraper
PR: AOSSIE-Org/Devr.AI#87
File: tests/test_supabase.py:1-3
Timestamp: 2025-06-28T23:15:13.374Z
Learning: In the Devr.AI project, smokeyScraper prefers to defer test updates and fixes (like missing imports after module reorganization) to separate PRs rather than expanding the scope of module update/chore PRs to include comprehensive test refactoring.
Learnt from: smokeyScraper
PR: AOSSIE-Org/Devr.AI#85
File: tests/test_supabase.py:1-3
Timestamp: 2025-06-28T14:45:55.244Z
Learning: In the Devr.AI project, smokeyScraper prefers to defer comprehensive test refactoring to separate PRs/efforts when doing major backend restructuring, rather than expanding the scope of the current refactoring PR to include test updates.
Learnt from: smokeyScraper
PR: AOSSIE-Org/Devr.AI#75
File: backend/app/agents/devrel/agent.py:34-35
Timestamp: 2025-06-13T21:56:19.183Z
Learning: In the Devr.AI backend, the DevRelAgent follows a singleton pattern where only one instance exists for the entire application lifetime, using InMemorySaver with thread-based conversation management to persist user conversations across sessions.
Learnt from: smokeyScraper
PR: AOSSIE-Org/Devr.AI#87
File: backend/app/api/v1/health.py:1-12
Timestamp: 2025-06-28T23:14:21.089Z
Learning: In the Devr.AI project, the application is designed to run from the backend directory, making import paths like `from main import DevRAIApplication` correct for the current setup. Import path adjustments for deployment will be configured later during the deployment process.
README.md (5)
Learnt from: smokeyScraper
PR: AOSSIE-Org/Devr.AI#85
File: tests/test_supabase.py:1-3
Timestamp: 2025-06-28T14:45:55.244Z
Learning: In the Devr.AI project, smokeyScraper prefers to defer comprehensive test refactoring to separate PRs/efforts when doing major backend restructuring, rather than expanding the scope of the current refactoring PR to include test updates.
Learnt from: smokeyScraper
PR: AOSSIE-Org/Devr.AI#87
File: tests/test_supabase.py:1-3
Timestamp: 2025-06-28T23:15:13.374Z
Learning: In the Devr.AI project, smokeyScraper prefers to defer test updates and fixes (like missing imports after module reorganization) to separate PRs rather than expanding the scope of module update/chore PRs to include comprehensive test refactoring.
Learnt from: smokeyScraper
PR: AOSSIE-Org/Devr.AI#75
File: backend/app/agents/devrel/agent.py:34-35
Timestamp: 2025-06-13T21:56:19.183Z
Learning: In the Devr.AI backend, the DevRelAgent follows a singleton pattern where only one instance exists for the entire application lifetime, using InMemorySaver with thread-based conversation management to persist user conversations across sessions.
Learnt from: smokeyScraper
PR: AOSSIE-Org/Devr.AI#87
File: backend/app/api/v1/health.py:1-12
Timestamp: 2025-06-28T23:14:21.089Z
Learning: In the Devr.AI project, the application is designed to run from the backend directory, making import paths like `from main import DevRAIApplication` correct for the current setup. Import path adjustments for deployment will be configured later during the deployment process.
Learnt from: smokeyScraper
PR: AOSSIE-Org/Devr.AI#72
File: backend/app/agents/devrel/nodes/handle_web_search_node.py:31-42
Timestamp: 2025-06-08T13:31:11.572Z
Learning: In backend/app/agents/devrel/tools/search_tool.py, the TavilySearchTool.search() method has partial error handling for missing API key, AttributeError, ConnectionError, and TimeoutError, but lacks a comprehensive Exception catch-all block, so calling functions may still need additional error handling for other potential exceptions.
🪛 markdownlint-cli2 (0.17.2)
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🔇 Additional comments (1)
README.md (1)
441-447: Anchor accuracy check for GitHub-rendered TOC.Heading “### Platform Integrations” contains an ampersand in its child link target
#webhooks, while the TOC references#integration-details. GitHub auto-generates anchors lower-cased and dash-separated; double-check that every bullet in the manual TOC jumps to the intended heading after the rename/additions.
|
@smokeyScraper Hey i have updated the readme file |
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could you please limit a bit to the only functionalities currently aligned in the system and documented in the Notion doc?
A minimalist documentation with elaborating out the current and documented features with setting up the project would work.
I think we should update the INSTALL_GUIDE.md with all steps required to setup the service including filling up the .env.example
README.md
Outdated
| - Personalization engine for user-specific experiences | ||
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| - **Integration Services** | ||
| Devr.AI is built on a **LangGraph agent-based architecture** that replaces traditional centralized LLM approaches with autonomous, reasoning agents that can think, act, and observe. The system follows a **ReAct (Reasoning and Acting) pattern** for intelligent decision-making and tool usage. |
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I don't think specifying "replaces traditional centralized LLM" is necessary.
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Documentation & Setup Improvements
1. 📄 Updated README.md
- Removed unnecessary language
- Eliminated the phrase "replaces traditional centralized LLM" as requested.
- Focused on current functionalities
- Removed mentions of planned features or integrations not yet implemented.
- Streamlined core features
- Retained only working components:
- ✅ Discord integration
- ✅ Basic GitHub OAuth
- ✅ LangGraph agents
- Retained only working components:
- Updated integrations
- Removed references to:
- Slack
- CLI
- Web Widget
- Discourse
- Removed references to:
- Simplified workflows
- Kept only:
- LangGraph Agent workflow
- GitHub verification workflow
- Kept only:
- Removed deployment strategy
- Not currently implemented, so excluded.
- Updated tech stack
- Reflected only technologies in actual use.
2. 📘 Created INSTALL_GUIDE.md
- Complete setup instructions
- Step-by-step from cloning to running the project.
- Environment variables
- Thorough explanation of all required and optional variables.
- API key setup
- Detailed for:
- Gemini
- Tavily
- Discord
- GitHub
- Supabase
- Detailed for:
- Database setup
- Instructions for:
- 🐳 Weaviate via Docker
- 🐘 Supabase
- Instructions for:
- Current features
- Only documented features that are functional.
- Troubleshooting section
- Common issues + fixes.
- Project structure
- Overview of the codebase layout.
3. 🧪 Created env.example
- All required variables
- Included with clear, concise descriptions.
- Optional variables
- Included with sensible defaults.
- Proper formatting
- Easy to copy, paste, and customize.
4. ✅ Key Improvements
- Minimalist approach
- Focused only on what's implemented.
- Clear setup process
- Project is now easy to install and run from scratch.
- Current-state accuracy
- Docs match the real functionality.
- Better organization
- Logical structure from setup → features → development.
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@smokeyScraper
update this things
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Actionable comments posted: 2
🧹 Nitpick comments (5)
docs/INSTALL_GUIDE.md (2)
38-45: Usepoetry shellfor portability
poetry env activatereturns a shell-specific path string, not a command;eval/Invoke-Expressionis brittle across shells.
poetry shellstarts a subshell that sources the correct activate script and works everywhere.-# Linux / Mac / WSL -eval $(poetry env activate) - -# Windows (PowerShell) -Invoke-Expression (poetry env activate) +# All platforms +poetry shell # launches a new shell with the venv activated
248-266: Add language identifier to fenced blockMarkdown-lint MD040 flags this block because it lacks a language tag.
Addingtext,bash, orplaintextremoves the warning and enables syntax highlighting.-``` +```text Devr.AI/ ├── backend/ # FastAPI backend ...</blockquote></details> <details> <summary>README.md (3)</summary><blockquote> `246-252`: **Still presents Slack folder as part of backend** `backend/integrations/slack/` is listed even though Slack integration was explicitly moved to the roadmap. Consider prefixing with “(planned)” here as well (mirroring the file system) or dropping the row to keep the README consistent. --- `367-372`: **Docker Compose hyphenation** The doc now uses “Docker & Docker Compose”, but commands later use the deprecated `docker-compose` binary. Prefer the new CLI `docker compose` for consistency with Docker v20+. --- `587-606`: **Markdown-lint MD007: list indentation** Several nested lists use four-space indents where two are expected. Running `markdownlint --fix` will clean up ~80 warnings without content changes. </blockquote></details> </blockquote></details> <details> <summary>📜 Review details</summary> **Configuration used: CodeRabbit UI** **Review profile: CHILL** **Plan: Pro** <details> <summary>📥 Commits</summary> Reviewing files that changed from the base of the PR and between 77b51ab0e29c04a83e965cc384cf16b29521939c and 9e4a989e58c0adc2524d9310c5e899167f3f8283. </details> <details> <summary>📒 Files selected for processing (3)</summary> * `README.md` (2 hunks) * `docs/INSTALL_GUIDE.md` (1 hunks) * `env.example` (1 hunks) </details> <details> <summary>✅ Files skipped from review due to trivial changes (1)</summary> * env.example </details> <details> <summary>🧰 Additional context used</summary> <details> <summary>🧠 Learnings (3)</summary> <details> <summary>📓 Common learnings</summary>Learnt from: smokeyScraper
PR: #85
File: tests/test_supabase.py:1-3
Timestamp: 2025-06-28T14:45:55.244Z
Learning: In the Devr.AI project, smokeyScraper prefers to defer comprehensive test refactoring to separate PRs/efforts when doing major backend restructuring, rather than expanding the scope of the current refactoring PR to include test updates.Learnt from: smokeyScraper
PR: #87
File: tests/test_supabase.py:1-3
Timestamp: 2025-06-28T23:15:13.374Z
Learning: In the Devr.AI project, smokeyScraper prefers to defer test updates and fixes (like missing imports after module reorganization) to separate PRs rather than expanding the scope of module update/chore PRs to include comprehensive test refactoring.Learnt from: smokeyScraper
PR: #87
File: backend/app/api/v1/health.py:1-12
Timestamp: 2025-06-28T23:14:21.089Z
Learning: In the Devr.AI project, the application is designed to run from the backend directory, making import paths likefrom main import DevRAIApplicationcorrect for the current setup. Import path adjustments for deployment will be configured later during the deployment process.Learnt from: smokeyScraper
PR: #75
File: backend/app/agents/devrel/agent.py:34-35
Timestamp: 2025-06-13T21:56:19.183Z
Learning: In the Devr.AI backend, the DevRelAgent follows a singleton pattern where only one instance exists for the entire application lifetime, using InMemorySaver with thread-based conversation management to persist user conversations across sessions.</details> <details> <summary>docs/INSTALL_GUIDE.md (1)</summary>Learnt from: smokeyScraper
PR: #87
File: backend/app/api/v1/health.py:1-12
Timestamp: 2025-06-28T23:14:21.089Z
Learning: In the Devr.AI project, the application is designed to run from the backend directory, making import paths likefrom main import DevRAIApplicationcorrect for the current setup. Import path adjustments for deployment will be configured later during the deployment process.</details> <details> <summary>README.md (3)</summary>Learnt from: smokeyScraper
PR: #85
File: tests/test_supabase.py:1-3
Timestamp: 2025-06-28T14:45:55.244Z
Learning: In the Devr.AI project, smokeyScraper prefers to defer comprehensive test refactoring to separate PRs/efforts when doing major backend restructuring, rather than expanding the scope of the current refactoring PR to include test updates.Learnt from: smokeyScraper
PR: #75
File: backend/app/agents/devrel/agent.py:34-35
Timestamp: 2025-06-13T21:56:19.183Z
Learning: In the Devr.AI backend, the DevRelAgent follows a singleton pattern where only one instance exists for the entire application lifetime, using InMemorySaver with thread-based conversation management to persist user conversations across sessions.Learnt from: smokeyScraper
PR: #87
File: backend/app/api/v1/health.py:1-12
Timestamp: 2025-06-28T23:14:21.089Z
Learning: In the Devr.AI project, the application is designed to run from the backend directory, making import paths likefrom main import DevRAIApplicationcorrect for the current setup. Import path adjustments for deployment will be configured later during the deployment process.</details> </details><details> <summary>🪛 markdownlint-cli2 (0.17.2)</summary> <details> <summary>docs/INSTALL_GUIDE.md</summary> 248-248: Fenced code blocks should have a language specified (MD040, fenced-code-language) </details> <details> <summary>README.md</summary> 13-13: Link fragments should be valid (MD051, link-fragments) --- 14-14: Link fragments should be valid (MD051, link-fragments) --- 218-218: Unordered list indentation Expected: 2; Actual: 4 (MD007, ul-indent) --- 219-219: Unordered list indentation Expected: 2; Actual: 4 (MD007, ul-indent) --- 220-220: Unordered list indentation Expected: 2; Actual: 4 (MD007, ul-indent) --- 224-224: Unordered list indentation Expected: 2; Actual: 4 (MD007, ul-indent) --- 225-225: Unordered list indentation Expected: 2; Actual: 4 (MD007, ul-indent) --- 226-226: Unordered list indentation Expected: 2; Actual: 4 (MD007, ul-indent) --- 227-227: Unordered list indentation Expected: 2; 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Please verify its necessity or document its purpose to avoid stale configuration knobs. </details> <details> <summary>README.md (1)</summary> `420-456`: **Large Mermaid diagrams may exceed GitHub render limits** Extensive sequence diagrams can silently fail to render on GitHub (10 000 char & 500 node limits). If you notice broken previews, export the diagram to SVG/PNG and embed it instead. </details> </blockquote></details> </details> <!-- This is an auto-generated comment by CodeRabbit for review status -->
| 6. **Start Weaviate database** | ||
| ```sh | ||
| poetry env use python3.10 | ||
| poetry install --with dev | ||
| cd backend | ||
| docker-compose up -d weaviate | ||
| ``` |
There was a problem hiding this comment.
🛠️ Refactor suggestion
Duplicate cd backend can confuse users
Step 6 already changes into backend/. Repeating the command before main.py either nests the path or forces users to mentally “reset”.
-6. **Start Weaviate database**
-```sh
-cd backend
-docker-compose up -d weaviate
-```
-
-7. **Start the backend server**
-```sh
-cd backend
-poetry run python main.py
-```
+6. **Start Weaviate database**
+```sh
+cd backend
+docker compose up -d weaviate # modern CLI (`docker-compose` still works)
+```
+
+7. **Start the backend server**
+```sh
+# already inside backend/
+poetry run python main.py
+```
<details>
<summary>🤖 Prompt for AI Agents</summary>
In docs/INSTALL_GUIDE.md around lines 56 to 60, remove the redundant 'cd
backend' command before running 'poetry run python main.py' since the user is
already inside the backend directory from the previous step. Update the
instructions to clarify that the user remains in the backend directory when
starting the backend server, avoiding confusion or path nesting.
</details>
<!-- fingerprinting:phantom:triton:cougar -->
<!-- This is an auto-generated comment by CodeRabbit -->
| - [Planned Features & Roadmap](#planned-features--roadmap) | ||
| - [Deployment Strategy](#deployment-strategy) | ||
|
|
There was a problem hiding this comment.
Broken Table-of-Contents link: “Planned Features & Roadmap”
GitHub generates the anchor #planned-features--roadmap (double -) only when the heading exactly matches the text. If the section title was renamed or removed, the link 404s.
Either:
- Re-add the corresponding heading; or
- Update the TOC link to the new anchor.
-- [Planned Features & Roadmap](#planned-features--roadmap)
+<!-- adjust once the actual heading text is final -->
+<!-- example -->
+- [Planned Features & Roadmap](#planned-features--roadmap)Committable suggestion skipped: line range outside the PR's diff.
🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
13-13: Link fragments should be valid
(MD051, link-fragments)
14-14: Link fragments should be valid
(MD051, link-fragments)
🤖 Prompt for AI Agents
In README.md around lines 13 to 15, the Table-of-Contents link for "Planned
Features & Roadmap" is broken because the corresponding heading is missing or
renamed. To fix this, either re-add the exact heading "Planned Features &
Roadmap" in the document so the anchor matches, or update the TOC link to point
to the correct existing heading's anchor.
|
Merged! |
2 participants
PR: Update README to Accurately Reflect Current System Implementation
##Issue
#92
Overview
This pull request updates the
README.mdfile to ensure that the documentation accurately reflects the current state of the system. The goal is to clearly differentiate between implemented features and planned features, improving transparency for developers and users.Key Changes
1. Project Overview Updates
2. Architecture Diagram Update
3. Platform Integration Descriptions
4. Core Features Restructuring
5. New "Planned Features & Roadmap" Section
6. Technology Stack Accuracy
Summary by CodeRabbit
Summary by CodeRabbit