Added documentation #28
Conversation
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Note
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| Cohort / File(s) | Summary |
|---|---|
Documentation & Setup Guides README.md, docs/architecture.md, docs/setup.md, docs/usage.md |
Added comprehensive documentation package: main README with project overview and quick start instructions, architecture documentation detailing frontend (Next.js) and backend (FastAPI) structure with runtime flow, setup guide with installation and development commands for local and Docker environments, and usage guide with API examples and integration notes. |
Estimated code review effort
🎯 1 (Trivial) | ⏱️ ~5 minutes
- Verify architecture documentation accurately reflects actual project structure
- Confirm setup commands are complete and tested for both local and Docker workflows
- Ensure API endpoint descriptions and examples match actual implementation
- Check that file paths and prerequisites are accurate
Suggested reviewers
- NevroHelios
- sayanChaterjee
Poem
🐰 With whiskers twitching and notes in paw,
I've documented all without a flaw,
From setup to usage, the guide now shines,
Architecture mapped in clear, crisp lines!
Happy coding, friends—no more mysteries! ✨
Pre-merge checks and finishing touches
❌ Failed checks (1 inconclusive)
| Check name | Status | Explanation | Resolution |
|---|---|---|---|
| Title check | ❓ Inconclusive | The title 'Added documentation' is vague and generic, failing to specify which documentation was added or what aspect of the project it covers. | Use a more descriptive title that specifies the documentation content, such as 'Add architecture, setup, and usage documentation' or similar. |
✅ Passed checks (2 passed)
| Check name | Status | Explanation |
|---|---|---|
| Description Check | ✅ Passed | Check skipped - CodeRabbit’s high-level summary is enabled. |
| Docstring Coverage | ✅ Passed | No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check. |
✨ Finishing touches
🧪 Generate unit tests (beta)
- Create PR with unit tests
- Post copyable unit tests in a comment
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Actionable comments posted: 4
📜 Review details
Configuration used: Path: .coderabbit.yaml
Review profile: CHILL
Plan: Pro
📒 Files selected for processing (4)
README.md(1 hunks)docs/architecture.md(1 hunks)docs/setup.md(1 hunks)docs/usage.md(1 hunks)
🧰 Additional context used
🪛 markdownlint-cli2 (0.18.1)
README.md
41-41: Bare URL used
(MD034, no-bare-urls)
🔇 Additional comments (1)
docs/usage.md (1)
1-22: LGTM! The usage documentation is clear, well-structured, and provides both UI and direct API examples with helpful notes on API expectations.
| - `frontend/` — Next.js app and UI components in `frontend/components` and `frontend/app`. | ||
| - `model-lab/app/main.py` — FastAPI app; accepts multipart image uploads and returns predicted emotion and probabilities. | ||
| - `model-lab/app/model.py` — Model wrapper that loads the ONNX model and exposes a `predict()` method. | ||
| - `model-lab/models/onxx_models/emotion-ferplus-8.onnx` — The ONNX emotion recognition model file. |
There was a problem hiding this comment.
Fix typo in ONNX model path.
Line 15 contains "onxx_models" which should be "onnx_models" (ONNX format).
🔎 Proposed fix
-- `model-lab/models/onxx_models/emotion-ferplus-8.onnx` — The ONNX emotion recognition model file.
+- `model-lab/models/onnx_models/emotion-ferplus-8.onnx` — The ONNX emotion recognition model file.📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| - `model-lab/models/onxx_models/emotion-ferplus-8.onnx` — The ONNX emotion recognition model file. | |
| - `model-lab/models/onnx_models/emotion-ferplus-8.onnx` — The ONNX emotion recognition model file. |
🤖 Prompt for AI Agents
In docs/architecture.md around line 15, the ONNX model directory name is
misspelled as "onxx_models"; update the path to "onnx_models" so the line reads
`model-lab/models/onnx_models/emotion-ferplus-8.onnx`, ensuring the directory
name correctly matches the ONNX format and project structure.
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| Notes | ||
| - The FastAPI app configures CORS; by default the frontend origin is `http://localhost:3000`. | ||
| - The ONNX model used is at `model-lab/models/onxx_models/emotion-ferplus-8.onnx`. |
There was a problem hiding this comment.
Fix typo in ONNX model path.
Line 48 contains "onxx_models" which should be "onnx_models" (ONNX format).
🔎 Proposed fix
-- The ONNX model used is at `model-lab/models/onxx_models/emotion-ferplus-8.onnx`.
+- The ONNX model used is at `model-lab/models/onnx_models/emotion-ferplus-8.onnx`.📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| - The ONNX model used is at `model-lab/models/onxx_models/emotion-ferplus-8.onnx`. | |
| - The ONNX model used is at `model-lab/models/onnx_models/emotion-ferplus-8.onnx`. |
🤖 Prompt for AI Agents
In docs/setup.md around line 48, the ONNX model path contains a typo
("onxx_models"); update the path segment to "onnx_models" so the line reads the
model location as model-lab/models/onnx_models/emotion-ferplus-8.onnx; ensure
any other references in this file use the corrected "onnx_models" spelling.
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| Key pieces | ||
| - Frontend: `frontend/` — Next.js app (TypeScript) serving the UI and demo at `/demo`. | ||
| - Model API: `model-lab/` — FastAPI app that loads `models/onxx_models/emotion-ferplus-8.onnx` and exposes a `/predict` endpoint. |
There was a problem hiding this comment.
Fix typo in ONNX model path.
Line 7 contains "onxx_models" which should be "onnx_models" (ONNX format).
🔎 Proposed fix
-- Model API: `model-lab/` — FastAPI app that loads `models/onxx_models/emotion-ferplus-8.onnx` and exposes a `/predict` endpoint.
+- Model API: `model-lab/` — FastAPI app that loads `models/onnx_models/emotion-ferplus-8.onnx` and exposes a `/predict` endpoint.📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| - Model API: `model-lab/` — FastAPI app that loads `models/onxx_models/emotion-ferplus-8.onnx` and exposes a `/predict` endpoint. | |
| - Model API: `model-lab/` — FastAPI app that loads `models/onnx_models/emotion-ferplus-8.onnx` and exposes a `/predict` endpoint. |
🤖 Prompt for AI Agents
In README.md around line 7, the ONNX model directory name is misspelled as
"onxx_models"; update the path to "onnx_models" so the description reads
`models/onnx_models/emotion-ferplus-8.onnx` (fixing the typo only, preserve
surrounding text and formatting).
| ``` | ||
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| Usage | ||
| - Demo UI: http://localhost:3000/demo |
There was a problem hiding this comment.
Wrap bare URL in markdown link.
Line 41 uses a bare URL which violates markdown linting standards (MD034). Wrap it in a proper markdown link format.
🔎 Proposed fix
-- Demo UI: http://localhost:3000/demo
+- Demo UI: [http://localhost:3000/demo](http://localhost:3000/demo)🧰 Tools
🪛 markdownlint-cli2 (0.18.1)
41-41: Bare URL used
(MD034, no-bare-urls)
🤖 Prompt for AI Agents
In README.md around line 41, the bare URL "http://localhost:3000/demo" violates
markdown linting (MD034); replace the bare URL with a markdown link by wrapping
the URL in square brackets for link text and parentheses for the target (e.g.,
[Demo UI](http://localhost:3000/demo)) so the link is properly formatted and
linter-compliant.
1 participant
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