{"id":22794946,"url":"https://github.com/ersinaksar/langchain-streamlit-rag","last_synced_at":"2026-04-12T00:40:13.540Z","repository":{"id":247667690,"uuid":"826508372","full_name":"ersinaksar/LangChain-Streamlit-RAG","owner":"ersinaksar","description":null,"archived":false,"fork":false,"pushed_at":"2025-02-22T05:45:39.000Z","size":6,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-22T06:26:53.163Z","etag":null,"topics":["fastapi","langchain","langchain-python","language-model","llm","ollama","ollama-python","python","python3","rag","streamlit"],"latest_commit_sha":null,"homepage":"","language":"Python","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/ersinaksar.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":"2024-07-09T20:59:35.000Z","updated_at":"2025-02-22T05:45:42.000Z","dependencies_parsed_at":"2024-07-10T01:40:37.782Z","dependency_job_id":null,"html_url":"https://github.com/ersinaksar/LangChain-Streamlit-RAG","commit_stats":null,"previous_names":["ersinaksar/langchain-streamlit-rag"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ersinaksar%2FLangChain-Streamlit-RAG","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ersinaksar%2FLangChain-Streamlit-RAG/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ersinaksar%2FLangChain-Streamlit-RAG/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ersinaksar%2FLangChain-Streamlit-RAG/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ersinaksar","download_url":"https://codeload.github.com/ersinaksar/LangChain-Streamlit-RAG/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246357763,"owners_count":20764361,"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":["fastapi","langchain","langchain-python","language-model","llm","ollama","ollama-python","python","python3","rag","streamlit"],"created_at":"2024-12-12T04:11:38.865Z","updated_at":"2026-04-12T00:40:13.494Z","avatar_url":"https://github.com/ersinaksar.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# LangChain-Streamlit-RAG\n\nThis project provides a FastAPI interface to serve Ollama models. It allows other applications to send queries to the model and receive responses.\n\n[The Future of AI Knowledge Retrieval: Inside LangChain-Streamlit-RAG](https://app.readytensor.ai/publications/the-future-of-ai-knowledge-retrieval-inside-langchain-streamlit-rag-IrZGq54S2ryw)\n## Features\n\n- **LangChain**: Manages and processes language models.\n- **Ollama**: The core language model used for generating responses.\n- **RAG**: RAG for pdf.\n\n## Installation\n\n1. **Clone the repository:**\n\n    ```sh\n    git clone https://github.com/ersinaksar/LangChain-Streamlit-RAG.git\n    cd serve-ollama-models\n    ```\n\n2. **Create a virtual environment and activate it:**\n\n    ```sh\n    python3 -m venv .venv\n    source venv/bin/activate  # On Windows use `venv\\Scripts\\activate`\n    ```\n\n3. **Install the dependencies:**\n\n    ```sh\n    pip install -r requirements.txt\n    ```\n\n## Usage\n\n1. **Start the streamlit application:**\n\n    ```sh\n    streamlit run main.py \n    ```\n\n## License\n\nThis project is licensed under the MIT License.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fersinaksar%2Flangchain-streamlit-rag","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fersinaksar%2Flangchain-streamlit-rag","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fersinaksar%2Flangchain-streamlit-rag/lists"}