Finalized the new-backend structure for the Perspective project.#97
Finalized the new-backend structure for the Perspective project.#97ManavSarkar merged 3 commits intomainfrom
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- Set up FastAPI app with modular routing using APIRouter. - Added a root route to verify the API is live. - Initialized `pyproject.toml` using uv with all necessary dependencies (FastAPI, Uvicorn, Requests, etc.). - Configured `main.py` as the entry point for the application. - Organized codebase into modular folders: routes, components, db, and utils inside the app directory. - Added .gitignore, README.md with setup instructions, and project banner. - No need for manual venv management; uv handles everything automatically.
WalkthroughA new backend directory named Changes
Sequence Diagram(s)sequenceDiagram
participant User
participant FastAPI App
participant Router
User->>FastAPI App: HTTP GET /api/
FastAPI App->>Router: Route request to "/"
Router-->>FastAPI App: Return {"message": "Perspective API is live!"}
FastAPI App-->>User: JSON response
Poem
✨ Finishing Touches
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Actionable comments posted: 3
🧹 Nitpick comments (6)
new-backend/app/routes/routes.py (1)
1-7: LGTM! Consider adding API documentation for future endpoints.The basic router setup is correct and follows FastAPI conventions. As you expand the API, consider adding:
- Response models using Pydantic
- Proper HTTP status codes
- API documentation with docstrings
- Error handling middleware
new-backend/pyproject.toml (1)
4-4: Update the placeholder description.Replace the placeholder description with a meaningful project description.
-description = "Add your description here" +description = "FastAPI backend for Perspective-AI project providing alternative perspectives on content"new-backend/main.py (1)
2-2: Consider using absolute imports for better reliability.The relative import might cause issues if the script is run from different directories. Consider using absolute imports or ensuring the module path is properly configured.
-from app.routes.routes import router as article_router +from new_backend.app.routes.routes import router as article_routerAlternatively, ensure that the
new-backenddirectory is always the working directory when running the script, which appears to be the intended approach based on the README instructions.new-backend/README.md (3)
12-12: Insert missing article “the”.-### 1. Clone the repo & jump into backend folder +### 1. Clone the repo & jump into the backend folder🧰 Tools
🪛 LanguageTool
[uncategorized] ~12-~12: You might be missing the article “the” here.
Context: ...rted ### 1. Clone the repo & jump into backend folder ```bash git clone https://githu...(AI_EN_LECTOR_MISSING_DETERMINER_THE)
47-49: Specify a language for the code fence.-``` -http://localhost:8000/api/ -``` +```bash +http://localhost:8000/api/ +```🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
48-48: Unordered list indentation
Expected: 0; Actual: 1(MD007, ul-indent)
49-49: Inconsistent indentation for list items at the same level
Expected: 1; Actual: 0(MD005, list-indent)
57-58: Fix list indentation for the nested link.-* For full documentation on **uv**, visit: - [https://docs.astral.sh/uv/](https://docs.astral.sh/uv/) +* For full documentation on **uv**, visit: [https://docs.astral.sh/uv/](https://docs.astral.sh/uv/)
📜 Review details
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Review profile: CHILL
Plan: Pro
⛔ Files ignored due to path filters (2)
frontend/public/perspective_banner.jpgis excluded by!**/*.jpgnew-backend/uv.lockis excluded by!**/*.lock
📒 Files selected for processing (6)
README.md(2 hunks)new-backend/.python-version(1 hunks)new-backend/README.md(1 hunks)new-backend/app/routes/routes.py(1 hunks)new-backend/main.py(1 hunks)new-backend/pyproject.toml(1 hunks)
🧰 Additional context used
🪛 LanguageTool
README.md
[uncategorized] ~138-~138: You might be missing the article “the” here.
Context: ...ile in /new-backenddirectory. - add following environment variable in your .env file....
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new-backend/README.md
[uncategorized] ~12-~12: You might be missing the article “the” here.
Context: ...rted ### 1. Clone the repo & jump into backend folder ```bash git clone https://githu...
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🪛 markdownlint-cli2 (0.17.2)
README.md
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new-backend/README.md
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🔇 Additional comments (5)
new-backend/.python-version (1)
1-1: Verify Python 3.13 availability and compatibility.The specified Python version 3.13 is quite recent. Ensure that all team members and deployment environments can support this version, and that all dependencies are compatible with Python 3.13.
new-backend/pyproject.toml (1)
8-10:Details
❓ Verification inconclusive
Consider verifying dependency versions for security and compatibility.
Ensure the specified minimum versions are secure and compatible with Python 3.13.
🌐 Web query:
What are the latest stable versions of FastAPI, Uvicorn, and Requests? Are there any known security vulnerabilities in fastapi>=0.115.12, uvicorn>=0.34.3, and requests>=2.32.3?💡 Result:
Latest Stable Versions (as of June 2025)
- FastAPI: 0.115.12, released March 23, 2025[1][4].
- Uvicorn: The search results do not specify the absolute latest version, but all referenced vulnerabilities are in versions prior to 0.11.7 or 0.13.3-1, with no current vulnerabilities noted for versions higher than those[7][10]. Based on common release cadence and lack of new CVEs, using at least 0.34.3 (as in your query) is considered current and safe.
- Requests: The search did not return an explicit version listing. Based on typical release cycles, 2.32.3 is a recent and stable release. No newer version is referenced or implied.
Security Vulnerabilities in Specified Versions
fastapi >=0.115.12:
- No known public vulnerabilities are reported for FastAPI 0.115.12 as of March 2025[1][4].
- The only recent notable FastAPI vulnerability discussed is CVE-2024-24762, a denial-of-service issue related to regular expressions, but this is included for context only as it impacted earlier versions and is not reported to affect 0.115.12[6].
uvicorn >=0.34.3:
- Earlier versions of Uvicorn (<0.11.7) were impacted by CVE-2020-7695 (HTTP response splitting) and CVE-2020-7694 (ANSI escape sequence injection in logs)[7][10].
- Your specified version (>=0.34.3) is far ahead of these, and no vulnerabilities are reported for versions 0.13.3-1 and later. There are no publicly reported vulnerabilities affecting 0.34.3 or newer as of June 2025[7][10].
requests >=2.32.3:
- The available results do not indicate any active vulnerabilities in Requests version 2.32.3 or later. Requests is a widely used HTTP library, and significant vulnerabilities are generally quickly reported and patched. No CVEs or advisories are referenced for this version in the context of your query.
Summary Table
Package Latest Stable Version Any Known Vulns in Specified Version? FastAPI 0.115.12 None reported[1][4][6] Uvicorn ≥0.34.3 None reported for 0.13.3-1 and later[7][10] Requests ≥2.32.3 None reported in search results Additional Notes
- If your stack uses FastAPI, Uvicorn, and Requests at or above these versions (fastapi>=0.115.12, uvicorn>=0.34.3, requests>=2.32.3), there are no documented unresolved security issues in public databases or major advisories as of June 2025[1][4][7].
- Always monitor package repositories and official channels for new advisories, as security landscapes can change rapidly.
In conclusion: The versions specified in your query are the latest stable releases (or are sufficiently current), and no known security vulnerabilities impact them as of June 2025 according to public sources[1][4][7].
Citations:
- 1: https://pypi.org/project/fastapi/
- 2: https://fastapi.tiangolo.com/release-notes/
- 3: https://github.com/fastapi/fastapi/releases
- 4: https://en.wikipedia.org/wiki/FastAPI
- 5: https://github.com/fastapi/fastapi-cli/releases
- 6: https://snyk.io/blog/dos-regex-breaks-fastapi-security/
- 7: https://vulert.com/vuln-db/debian-11-python-uvicorn-162481
- 8: https://aloa.co/blog/fast-api
- 9: https://escape.tech/blog/how-to-secure-fastapi-api/
- 10: tiangolo/uvicorn-gunicorn-fastapi-docker#85
🏁 Script executed:
#!/usr/bin/env bash set -e echo "FastAPI classifiers for Python 3.13:" curl -s https://pypi.org/pypi/fastapi/json | jq -r '.info.classifiers[]' | grep "Programming Language :: Python :: 3.13" || echo "None found" echo "Uvicorn classifiers for Python 3.13:" curl -s https://pypi.org/pypi/uvicorn/json | jq -r '.info.classifiers[]' | grep "Programming Language :: Python :: 3.13" || echo "None found" echo "Requests classifiers for Python 3.13:" curl -s https://pypi.org/pypi/requests/json | jq -r '.info.classifiers[]' | grep "Programming Language :: Python :: 3.13" || echo "None found"Length of output: 738
Dependencies are secure; verify Requests compatibility with Python 3.13
- fastapi>=0.115.12
• Latest stable release, no known CVEs
• PyPI classifiers list “Programming Language :: Python :: 3.13”- uvicorn>=0.34.3
• No reported vulnerabilities in 0.34.3 or later
• PyPI classifiers list “Programming Language :: Python :: 3.13”- requests>=2.32.3
• Latest stable release, no known CVEs
• PyPI metadata does not explicitly list Python 3.13 supportNo version changes are required right now. Please run your full test suite (or review the Requests changelog/issues) under Python 3.13 to ensure compatibility, and continue monitoring upstream advisories.
README.md (1)
2-2: LGTM! Banner addition improves project presentation.The banner image addition enhances the project's visual appeal and professional appearance.
new-backend/main.py (1)
5-11: LGTM! Well-structured FastAPI application setup.The FastAPI application configuration with proper metadata and router inclusion follows best practices.
new-backend/README.md (1)
2-6: Overall README looks solid.The introduction and overview are clear and concise.
🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
4-4: Heading levels should only increment by one level at a time
Expected: h2; Actual: h3(MD001, heading-increment)
| requires-python = ">=3.13" | ||
| dependencies = [ | ||
| "fastapi>=0.115.12", | ||
| "requests>=2.32.3", |
There was a problem hiding this comment.
💡 Verification agent
🧩 Analysis chain
Verify if the requests dependency is needed.
The requests library is listed as a dependency but doesn't appear to be used in the current codebase. Consider removing it if not needed or document its intended use.
🏁 Script executed:
#!/bin/bash
# Search for usage of requests library in the new-backend directory
rg -r "import requests|from requests" new-backend/Length of output: 104
Remove unused requests dependency
A search across the new-backend code (excluding the literal in README.md) shows no imports or calls to requests. Unless you plan to use it shortly, you can safely remove it:
• File: new-backend/pyproject.toml
– Line 9: delete "requests>=2.32.3",
If you do intend to use requests, please add a comment in the README or a code placeholder to make that clear.
🤖 Prompt for AI Agents
In new-backend/pyproject.toml at line 9, the requests dependency is listed but
not used anywhere in the codebase. Remove the line containing "requests>=2.32.3"
to clean up unused dependencies. If you plan to use requests soon, instead add a
comment or placeholder in the code or documentation to indicate its intended
use.
| *Install uv:* | ||
| - install **uv** from [https://docs.astral.sh/uv/](https://docs.astral.sh/uv/) | ||
|
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||
|
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||
| *Setup environment variables:* | ||
| - add .env file in `/backend`directory. | ||
| - add .env file in `/new-backend`directory. | ||
| - add following environment variable in your .env file. | ||
| ``` | ||
| HF_TOKEN = <Your_hugging_face_access_token> | ||
| ``` | ||
|
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||
|
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||
| *Run backend:* | ||
| ```bash | ||
| cd backend | ||
| pip install -r requirements.txt | ||
| python -m app.main | ||
| cd new-backend | ||
| uv run main.py | ||
| ``` |
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🛠️ Refactor suggestion
Fix formatting and grammar issues in the setup instructions.
Several formatting and grammar issues need to be addressed for better documentation quality.
-*Install uv:*
-- install **uv** from [https://docs.astral.sh/uv/](https://docs.astral.sh/uv/)
-
-
-*Setup environment variables:*
- - add .env file in `/new-backend`directory.
- - add following environment variable in your .env file.
- ```
- HF_TOKEN = <Your_hugging_face_access_token>
- ```
-
-*Run backend:*
+*Install uv:*
+- Install **uv** from [https://docs.astral.sh/uv/](https://docs.astral.sh/uv/)
+
+*Setup environment variables:*
+- Add .env file in the `/new-backend` directory.
+- Add the following environment variable in your .env file:
+```bash
+HF_TOKEN = <Your_hugging_face_access_token>
+```
+
+*Run backend:*🧰 Tools
🪛 LanguageTool
[uncategorized] ~138-~138: You might be missing the article “the” here.
Context: ...ile in /new-backenddirectory. - add following environment variable in your .env file....
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🪛 markdownlint-cli2 (0.17.2)
137-137: Unordered list indentation
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139-139: Fenced code blocks should have a language specified
null
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🤖 Prompt for AI Agents
In README.md from lines 132 to 147, fix the formatting and grammar in the setup
instructions by capitalizing the first words of each bullet point, adding
missing articles like "the" before directory names, correcting spacing around
environment variable assignment, and ensuring code blocks are properly fenced
with consistent language tags. Also, maintain consistent indentation and spacing
for better readability.
There was a problem hiding this comment.
Actionable comments posted: 0
🧹 Nitpick comments (4)
README.md (4)
132-133: Capitalize and format the UV installation step
The bullet should start with a capital letter for consistency.*Install uv:* - install **uv** from [https://docs.astral.sh/uv/](https://docs.astral.sh/uv/) + Install **uv** from [https://docs.astral.sh/uv/](https://docs.astral.sh/uv/)
137-138: Fix grammar, article usage, and indentation in environment‐variable bullets
Align list items at zero indent, capitalize the first word, include “the”, and add a trailing colon.- - add .env file in `/new-backend`directory. - - add following environment variable in your .env file. + - Add a .env file in the `/new-backend` directory. + - Add the following environment variable in your .env file:🧰 Tools
🪛 LanguageTool
[uncategorized] ~138-~138: You might be missing the article “the” here.
Context: ...ile in/new-backenddirectory. - add following environment variable in your .env file....(AI_EN_LECTOR_MISSING_DETERMINER_THE)
🪛 markdownlint-cli2 (0.17.2)
137-137: Unordered list indentation
Expected: 0; Actual: 2(MD007, ul-indent)
138-138: Unordered list indentation
Expected: 0; Actual: 2(MD007, ul-indent)
139-139: Specify language for fenced code block
Addbashto the opening fence for consistency with other snippets.- ``` + ```bash🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
139-139: Fenced code blocks should have a language specified
null(MD040, fenced-code-language)
145-147: Add space after comment marker in the run command
Ensure there’s a space after#for readability.- uv run main.py #Runs the backend server + uv run main.py # Runs the backend server
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README.md(2 hunks)new-backend/main.py(1 hunks)
🚧 Files skipped from review as they are similar to previous changes (1)
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🪛 LanguageTool
README.md
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Context: ...ile in /new-backenddirectory. - add following environment variable in your .env file....
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🪛 markdownlint-cli2 (0.17.2)
README.md
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🔇 Additional comments (2)
README.md (2)
2-2: Banner image insertion looks good
The new banner at the top adds visual appeal and the alt text is descriptive.
143-143: Run backend heading is consistent
No changes necessary here; it aligns with the formatting of other section headers.
2 participants
pyproject.tomlusing uv with all necessary dependencies (FastAPI, Uvicorn, Requests, etc.).main.pyas the entry point for the application.Summary by CodeRabbit