{"id":25376478,"url":"https://github.com/thomasjanssen-tech/langchain-pinecone-rag","last_synced_at":"2026-04-16T12:39:52.079Z","repository":{"id":277221954,"uuid":"931588762","full_name":"ThomasJanssen-tech/LangChain-Pinecone-RAG","owner":"ThomasJanssen-tech","description":null,"archived":false,"fork":false,"pushed_at":"2025-02-12T19:01:26.000Z","size":746,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-12T20:21:52.241Z","etag":null,"topics":["augmented","chatbot","generation","langchain","llm","pinecone","python","rag","retrieval","streamlit"],"latest_commit_sha":null,"homepage":"https://thomasjanssen.tech/","language":"Python","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/ThomasJanssen-tech.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":"2025-02-12T14:31:40.000Z","updated_at":"2025-02-12T19:01:29.000Z","dependencies_parsed_at":"2025-02-12T20:21:54.489Z","dependency_job_id":"e5ef5653-2cb0-44b7-a472-d7b5edc2f7b8","html_url":"https://github.com/ThomasJanssen-tech/LangChain-Pinecone-RAG","commit_stats":null,"previous_names":["thomasjanssen-tech/langchain-pinecone-rag"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ThomasJanssen-tech%2FLangChain-Pinecone-RAG","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ThomasJanssen-tech%2FLangChain-Pinecone-RAG/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ThomasJanssen-tech%2FLangChain-Pinecone-RAG/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ThomasJanssen-tech%2FLangChain-Pinecone-RAG/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ThomasJanssen-tech","download_url":"https://codeload.github.com/ThomasJanssen-tech/LangChain-Pinecone-RAG/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248017997,"owners_count":21034042,"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":["augmented","chatbot","generation","langchain","llm","pinecone","python","rag","retrieval","streamlit"],"created_at":"2025-02-15T04:28:03.932Z","updated_at":"2026-04-16T12:39:52.044Z","avatar_url":"https://github.com/ThomasJanssen-tech.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1\u003eRetrieval Augmented Generation (RAG) with Streamlit, LangChain and Pinecone\u003c/h1\u003e\n\n\u003ch2\u003eWatch the full tutorial on my YouTube Channel\u003c/h2\u003e\n\u003cdiv\u003e\n    \u0026nbsp;\u003cbr\u003e\n\u003ca href=\"https://www.youtube.com/watch?v=A3WKdt_MNZQ\"\u003e\n    \u003cimg src=\"https://github.com/ThomasJanssen-tech/LangChain-Pinecone-RAG/blob/main/thumbnail.png\" alt=\"Thomas Janssen Youtube\" width=\"200\"/\u003e\n\u003c/a\u003e\n    \u0026nbsp;\u003cbr\u003e\n     \u0026nbsp;\u003cbr\u003e\n\u003c/div\u003e\n\n\u003ch2\u003ePrerequisites\u003c/h2\u003e\n\u003cul\u003e\n  \u003cli\u003ePython 3.11+\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003ch2\u003eInstallation\u003c/h2\u003e\n1. Clone the repository:\n\n```\ngit clone https://github.com/ThomasJanssen-tech/LangChain-Pinecone-RAG.git\ncd LangChain Pinecone RAG\n```\n\n2. Create a virtual environment\n\n```\npython -m venv venv\n```\n\n3. Activate the virtual environment\n\n```\nvenv\\Scripts\\Activate\n(or on Mac): source venv/bin/activate\n```\n\n4. Install libraries\n\n```\npip install -r requirements.txt\n```\n\n5. Create accounts\n\n- Create a free account on Pinecone: https://www.pinecone.io/\n- Create an API key for OpenAI: https://platform.openai.com/api-keys\n\n6. Add API keys to .env file\n\n- Rename .env.example to .env\n- Add the API keys for Pinecone and OpenAI to the .env file\n\n\u003ch3\u003eExecuting the scripts\u003c/h3\u003e\n\n1. Open a terminal in VS Code\n\n2. Execute the following command:\n\n```\npython sample_ingestion.py\npython sample_retrieval.py\npython ingestion.py\npython retrieval.py\nstreamlit run chatbot_rag.py\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthomasjanssen-tech%2Flangchain-pinecone-rag","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fthomasjanssen-tech%2Flangchain-pinecone-rag","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthomasjanssen-tech%2Flangchain-pinecone-rag/lists"}