{"id":25877474,"url":"https://github.com/rauhanahmed/wordweaver","last_synced_at":"2026-04-07T08:01:54.300Z","repository":{"id":251024582,"uuid":"836173339","full_name":"RauhanAhmed/WordWeaver","owner":"RauhanAhmed","description":" Django-based text utility service, offering multi-language translation, sentiment analysis, and text summarization, all seamlessly deployed on AWS Lambda with Docker for robust and scalable performance.","archived":false,"fork":false,"pushed_at":"2024-07-31T10:39:11.000Z","size":439,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-02T11:33:24.795Z","etag":null,"topics":["aws","awsecr","awslambda","deep-translator","django","docker","groq","langhchain","mangum","python","serverless","textblob","webapplication"],"latest_commit_sha":null,"homepage":"","language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/RauhanAhmed.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-07-31T09:50:29.000Z","updated_at":"2025-02-03T11:01:35.000Z","dependencies_parsed_at":"2024-07-31T11:21:12.991Z","dependency_job_id":null,"html_url":"https://github.com/RauhanAhmed/WordWeaver","commit_stats":null,"previous_names":["rauhanahmed/wordweaver"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/RauhanAhmed/WordWeaver","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RauhanAhmed%2FWordWeaver","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RauhanAhmed%2FWordWeaver/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RauhanAhmed%2FWordWeaver/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RauhanAhmed%2FWordWeaver/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/RauhanAhmed","download_url":"https://codeload.github.com/RauhanAhmed/WordWeaver/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RauhanAhmed%2FWordWeaver/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31504897,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-07T03:10:19.677Z","status":"ssl_error","status_checked_at":"2026-04-07T03:10:13.982Z","response_time":105,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["aws","awsecr","awslambda","deep-translator","django","docker","groq","langhchain","mangum","python","serverless","textblob","webapplication"],"created_at":"2025-03-02T11:27:17.504Z","updated_at":"2026-04-07T08:01:54.283Z","avatar_url":"https://github.com/RauhanAhmed.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# WordWeaver: Serverless Text Utility with Django on AWS\n\n\n**WordWeaver** is a comprehensive text utility application built as a serverless function on AWS Lambda using Python and Django. It offers a suite of powerful text processing tools including *multilingual translation*, *sentiment analysis*, and *text summarization*. Leveraging the `deep-translator`, `TextBlob`, and `Langchain` libraries, the application provides accurate and efficient results. The project is deployed as a Docker container on AWS ECR and integrated with API Gateway for seamless interaction.\n\nThis repository serves as the foundation for the application, building upon the core functionalities of the original `Multi-language-Translator` project ([https://github.com/rajendraprasath307/Multi-language-Translator](https://github.com/rajendraprasath307/Multi-language-Translator)). It combines these core features with advanced text analysis capabilities and a user-friendly interface.\n\n\n## Tech Stack\n\n**Multi-Language Translator**\n- *deep-translator:* Python library for translating text in multiple languages, replacing the deprecated googletrans library.\n  \n**Sentimental Analysis** \n- *TextBlob*: Python library for sentiment analysis, providing polarity and subjectivity scores for input text.\n\n**Text Summarization** \n- *Langchain*: A framework to build LLM pipelines with language models and integrate them into the application.\n- *Groq Inference Engine*: Used for powering the Llama-3.1-8B LLM variant, enabling the functionality to perform high quality text summarization.\n- *Llama-3.1 (8B)*: A high-performance open-source Large Language Model for text summarization.\n\n**Web Application Development**\n- *Django*: Leveraged the Django framework for building the core web application and managing different components.\n- *HTML, CSS, JavaScript*: For front-end development to enhance the user interface and provide easy navigation across applications.\n\n**Application Deployment** \n- *Docker*: Containerization tool used for packaging the application with all dependencies for deployment.\n- *Mangum*: A Python library used for adapting the Django ASGI application for AWS Lambda.\n- *AWS Elastic Container Registry (ECR)*: AWS's native container registry service for storing and managing Docker images.\n- *AWS Lambda*: AWS serverless compute service for deploying and running the Dockerized Django application and configuring settings for timeout, memory allocation, and CORS to ensure optimal performance.\n\n\n## Demo\n- Web App Demo\n![App Screenshot](https://i.ibb.co/q9bHVBh/ezgif-1-d988809a22.gif)\n- Multi Language Translator\n![App Screenshot](https://i.ibb.co/zVK43CK/Screenshot-2024-07-31-150143.png)\n- Sentiment Analyzer\n![App Screenshot](https://i.ibb.co/4StPMys/Screenshot-2024-07-31-150201.png)\n- Text Summarizer\n![App Screenshot](https://i.ibb.co/vx7Vtfs/Screenshot-2024-07-31-150214.png)\n## Run Locally\n\nClone the project\n\n```bash\n  git clone https://github.com/rauhanahmed/WordWeaver\n```\n\nGo to the project directory\n\n```bash\n  cd WordWeaver\n```\n\nInstall dependencies\n\n```bash\n  pip install -r requirements.txt\n```\n\nStart the server (Any of the two approaches)\n\n- ```bash\n  # Start the Django development server (will run on post 8000)\n  python manage.py runserver \n    ```\n\n- ```bash\n  # Start the Uvicorn server (will run on post 7000)\n  python main.py runserver \n    ```\n\nAfter performing the above steps, open any browser, and hit the localhost at the correct port.\n## Authors\n\n[Rauhan Ahmed Siddiqui](https://linkedin.com/in/rauhan-ahmed/)\n\n\n## License\n\n[MIT](https://choosealicense.com/licenses/mit/)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frauhanahmed%2Fwordweaver","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frauhanahmed%2Fwordweaver","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frauhanahmed%2Fwordweaver/lists"}