{"id":15147588,"url":"https://github.com/berecat/openai-pinecone-search","last_synced_at":"2025-10-24T03:30:48.034Z","repository":{"id":171435200,"uuid":"520657934","full_name":"berecat/openai-pinecone-search","owner":"berecat","description":"Semantic search with openai's embeddings stored to pineconedb (vector database)","archived":false,"fork":false,"pushed_at":"2023-05-31T21:20:58.000Z","size":6750,"stargazers_count":14,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-30T22:38:24.355Z","etag":null,"topics":["langchain","openai","pinecone","python","react","t3-stack","vector-embedding-database","vector-embeddings"],"latest_commit_sha":null,"homepage":"","language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/berecat.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2022-08-02T21:44:37.000Z","updated_at":"2024-08-16T23:32:32.000Z","dependencies_parsed_at":null,"dependency_job_id":"f133fbfa-c3ff-4652-8e2f-9268695a363b","html_url":"https://github.com/berecat/openai-pinecone-search","commit_stats":null,"previous_names":["dreemhai/openai-pinecone-search","berecat/openai-pinecone-search"],"tags_count":62,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/berecat%2Fopenai-pinecone-search","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/berecat%2Fopenai-pinecone-search/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/berecat%2Fopenai-pinecone-search/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/berecat%2Fopenai-pinecone-search/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/berecat","download_url":"https://codeload.github.com/berecat/openai-pinecone-search/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":237905674,"owners_count":19385037,"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":["langchain","openai","pinecone","python","react","t3-stack","vector-embedding-database","vector-embeddings"],"created_at":"2024-09-26T12:42:42.428Z","updated_at":"2025-10-24T03:30:42.593Z","avatar_url":"https://github.com/berecat.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Semantic Search with OpenAI Embeddings and Pinecone\n\nDemo link: https://semantic-search.mharrvic.com\n\nYou can use this https://public-semantic-search.mharrvic.com/ if you're having authentication issues.\n\nRepo link: [https://github.com/mharrvic/semantic-search-openai-pinecone](https://github.com/mharrvic/semantic-search-openai-pinecone)\n\nThis is a demo app that shows how to use [OpenAI Embeddings](https://beta.openai.com/docs/guides/embeddings) and [Pinecone](https://pinecone.io) vector database to build a semantic search engine. Based on https://docs.pinecone.io/docs/semantic-text-search. You can run explore this freely using the free tier of Pinecone and OpenAI.\n\n![semantic-search-openai-pinecone.png](semantic-search-openai-pinecone.png)\n\n## Tech Stack\n\n- [Next.js](https://nextjs.org)\n- [NextAuth.js](https://next-auth.js.org)\n- [Prisma](https://prisma.io)\n- [Tailwind CSS](https://tailwindcss.com)\n- [tRPC](https://trpc.io)\n- [Pinecone vector db](https://pinecone.io)\n- [OpenAI Embeddings](https://beta.openai.com/docs/guides/embeddings)\n- [NeonDB serverless postgres db](neon.tech)\n\n\n## Demo Video\n\n\nhttps://user-images.githubusercontent.com/15852818/209995984-25fefed6-956c-4c8e-90c5-e5a3db310c29.mp4\n\n\n\nhttps://user-images.githubusercontent.com/15852818/209996939-06a97708-7bed-4a8e-997a-7df99523727c.mp4\n\n\n\n\n## Learn More\n\n\n## Input record\n\n![semantic-search-openai-pinecone-input.png](semantic-search-openai-pinecone-input.png)\n\n### Query\n\n![semantic-search-openai-pinecone-query.png](semantic-search-openai-pinecone-query.png)\n\nI recommend to watch this [youtube video](https://www.youtube.com/watch?v=5MaWmXwxFNQ) from AssemblyAI to learn more about embeddings.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fberecat%2Fopenai-pinecone-search","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fberecat%2Fopenai-pinecone-search","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fberecat%2Fopenai-pinecone-search/lists"}