Resume Matcher is an open-source tool designed to optimize resumes by aligning them with job descriptions using AI-driven techniques. It is maintained by a community of developers and is actively developed with a focus on enhancing usability and functionality. The project is in a stable state but faces challenges in installation and user experience.
Saurabh Rai (srbhr)
Zadkiel AHARONIAN (aslafy-z)
nltk
dependency to fix download issues.dependabot[bot]
jinja2
.Timespan | Opened | Closed | Comments | Labeled | Milestones |
---|---|---|---|---|---|
7 Days | 0 | 0 | 0 | 0 | 0 |
30 Days | 1 | 0 | 3 | 1 | 1 |
90 Days | 2 | 0 | 4 | 2 | 1 |
1 Year | 17 | 4 | 66 | 16 | 1 |
All Time | 67 | 43 | - | - | - |
Like all software activity quantification, these numbers are imperfect but sometimes useful. Comments, Labels, and Milestones refer to those issues opened in the timespan in question.
Developer | Avatar | Branches | PRs | Commits | Files | Changes |
---|---|---|---|---|---|---|
Saurabh Rai | 1 | 1/0/0 | 1 | 6 | 348 | |
Zadkiel AHARONIAN | 1 | 1/1/0 | 4 | 4 | 20 | |
dependabot[bot] | 1 | 1/1/0 | 1 | 1 | 2 |
PRs: created by that dev and opened/merged/closed-unmerged during the period
Risk | Level (1-5) | Rationale |
---|---|---|
Delivery | 4 | The project faces significant delivery risks due to persistent technical issues such as installation difficulties (#278, #286) and unresolved dependency conflicts (#246, #142). The backlog of open issues and pull requests, coupled with prolonged review times (e.g., PR #271 open for 211 days), suggests bottlenecks in the development process. Additionally, the lack of recent feature development indicates potential delays in achieving project milestones. |
Velocity | 4 | Velocity is at risk due to the stagnation of pull requests and issues. The long-standing open pull requests (e.g., PR #271 for 211 days) and minimal recent activity suggest a slowdown in development efforts. The focus on dependency updates over feature enhancements further indicates a potential imbalance in prioritizing core functionality, which could hinder progress. |
Dependency | 3 | Dependency risks are present due to conflicts in dependency versions (e.g., typing_extensions , urllib3 ) and reliance on numerous third-party libraries. While proactive management through dependabot updates helps mitigate some risks, unresolved conflicts and direct links in requirements.txt pose potential stability issues. |
Team | 3 | Team risks are suggested by low engagement in issue discussions and the limited number of active contributors. The backlog of unresolved issues and pull requests indicates potential resource constraints or prioritization challenges, which could strain team dynamics if not addressed. |
Code Quality | 4 | Code quality is at risk due to the lack of thorough documentation and testing in many pull requests (e.g., PR#152, PR#165). Large commits without adequate review may introduce bugs or security flaws. Ongoing technical challenges like API key setup errors (#138) further highlight areas needing refinement. |
Technical Debt | 4 | Technical debt is accumulating as unresolved issues persist (e.g., incomplete task execution #275) and large commits are made without sufficient oversight. The prolonged open status of several pull requests without progress exacerbates this risk. |
Test Coverage | 3 | Test coverage is insufficiently addressed, as indicated by the lack of testing-related libraries in requirements.txt and inadequate testing in pull requests. This gap poses a risk of undetected bugs and regressions. |
Error Handling | 3 | Error handling risks are suggested by recurring technical issues that remain unresolved, indicating potential gaps in error detection and reporting mechanisms. Without explicit strategies outlined for error handling, these areas remain vulnerable. |
Recent GitHub issue activity for the Resume Matcher project shows a mix of bug reports, feature requests, and user inquiries. Notably, there are several issues related to installation difficulties, dependency conflicts, and functionality enhancements. A recurring theme is the challenge users face with setting up the tool, particularly with dependencies and API keys. There are also multiple requests for improved documentation and user experience enhancements, such as better dashboard interfaces and easier resume/job description uploads.
typing_extensions
and urllib3
, which hinder installation.#298: Accessing home page fails due to missing NLTK resource 'wordnet'.
#289: Docker build error due to incomplete process execution.
#283: Inquiry about supporting the Chinese language.
#275: Application keeps running without completing tasks.
Overall, while the Resume Matcher project is actively maintained and has a strong community presence, addressing installation hurdles and enhancing user experience remain critical areas for improvement.
#299: Conduct comprehensive code audit and architectural planning
#271: Fix issue 269, deleting pre-existing files error
#277: Solving #272 & #270 (Missing directory structure)
#273: Update run_first.py
#266: Added cohere to requirements.txt to fix import error
cohere
to the requirements file. Its prolonged open status suggests dependency management might need broader consideration.#262: Created Input Fields for Resumea and Job Description
#223: Enhance: optimize file copies in docker build
#301, #300, #297, #296, #295, #294
#292: Fixing typo of fastembed in Readme.md
Overall, the project demonstrates active maintenance with a focus on resolving critical bugs and keeping dependencies up-to-date while facing challenges in processing older contributions efficiently.
en-core-web-md
and en-core-web-sm
models indicate reliance on specific language models from SpaCy, which could be a potential point of failure if the URLs change or become unavailable.tqdm
, urllib3
), which might lead to unexpected behavior if newer versions introduce breaking changes.create_star_graph
and create_annotated_text
are defined to handle specific tasks, promoting reusability.st.set_page_config
, st.title
, and st.markdown
demonstrates good practice in setting up a web app.streamlit_app.py
, it uses Streamlit's layout features effectively.st.session_state
, which is crucial for maintaining state across user interactions.get_filenames_from_dir
and process_files
.get_score
that interfaces with QdrantClient to compute similarity scores.custom_test
is included for manual testing purposes.Saurabh Rai (srbhr)
Zadkiel AHARONIAN (aslafy-z)
nltk
dependency to fix download issues.dependabot[bot]
jinja2
from version 3.1.4 to 3.1.5.Dependency Management: The team is actively managing dependencies with frequent updates, as seen with multiple commits related to version bumps for libraries like jinja2
, nltk
, and others.
Collaboration: There is evidence of collaboration between team members, particularly between Saurabh Rai and Zadkiel AHARONIAN, in addressing dependency issues and application updates.
Documentation and Planning: Saurabh Rai has recently focused on documentation and planning, indicating a possible phase of strategic development or restructuring within the project.
Automated Tools: Dependabot is being used effectively for automated dependency management, ensuring that the project remains up-to-date with minimal manual intervention.
Active Development: The repository shows signs of active development with multiple recent commits addressing both minor fixes and larger architectural considerations.
Overall, the development team is maintaining a strong focus on keeping the project dependencies current while also engaging in strategic planning and documentation efforts.