{"id":21525117,"url":"https://github.com/arush-codes/giffysearch","last_synced_at":"2026-05-22T14:07:48.212Z","repository":{"id":250261917,"uuid":"833567673","full_name":"aRUsh-codes/GiffySearch","owner":"aRUsh-codes","description":"An ai app to search gifs based on the semantic meaning🌟","archived":false,"fork":false,"pushed_at":"2024-07-26T07:36:41.000Z","size":113,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-24T05:24:51.657Z","etag":null,"topics":["ai","gif-search","nlp","pinecone","semantic-search","sentence-transformers","streamlit"],"latest_commit_sha":null,"homepage":"https://giffysearch.streamlit.app/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/aRUsh-codes.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":"2024-07-25T10:00:30.000Z","updated_at":"2024-07-26T07:36:43.000Z","dependencies_parsed_at":"2024-11-24T02:15:14.859Z","dependency_job_id":null,"html_url":"https://github.com/aRUsh-codes/GiffySearch","commit_stats":null,"previous_names":["arush-codes/giffysearch"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aRUsh-codes%2FGiffySearch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aRUsh-codes%2FGiffySearch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aRUsh-codes%2FGiffySearch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aRUsh-codes%2FGiffySearch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aRUsh-codes","download_url":"https://codeload.github.com/aRUsh-codes/GiffySearch/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244085009,"owners_count":20395523,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":["ai","gif-search","nlp","pinecone","semantic-search","sentence-transformers","streamlit"],"created_at":"2024-11-24T01:32:49.052Z","updated_at":"2026-05-22T14:07:43.158Z","avatar_url":"https://github.com/aRUsh-codes.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# GiffySearch 🌟\nWelcome to the GiffySearch, a GIF Semantic Search repository! 🚀 This project enables you to search for GIFs based on their meaning through a powerful combination of advanced technologies.\n\n### 🔍 How It Works\n1. Text to Embeddings: Uses Sentence Transformers to convert your search queries and GIF descriptions into meaningful vector embeddings. 🧠\n2. Efficient Search: Leverages Pinecone which is a vector database to index and retrieve the most relevant GIFs quickly based on their semantic similarity. 🔎\n3. Data Handling: NumPy and Pandas are used to manage and process data efficiently, ensuring smooth handling of large datasets. 📊\n4. User Interface: Streamlit provides an interactive and user-friendly interface to facilitate seamless search experiences. 🎨\n  \n### 🔧 Technologies Used\n* Sentence Transformers: For generating text embeddings\n* Pinecone: For vector search and retrieval\n* Streamlit: For the frontend application\n* Embeddings Retrieval: For precise and contextually relevant search results\n* NumPy: For numerical operations and array manipulations\n* Pandas: For data manipulation and analysis\n  \n### 🛠 Features\n- Search GIFs by Meaning: Find GIFs that match the context of your query.\n- Interactive UI: User-friendly Streamlit interface for seamless search experiences.\n\n### 🏗️ Getting Started\n1. Clone the repo: git clone \u003crepo_url\u003e\n2. Install dependencies: pip install -r requirements.txt\n3. Run the app: streamlit run app.py\n   \nEnjoy exploring and finding the perfect GIF! 🎉\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farush-codes%2Fgiffysearch","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Farush-codes%2Fgiffysearch","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farush-codes%2Fgiffysearch/lists"}