{"id":19302666,"url":"https://github.com/kiritoind/rag_over_llm_for_pdf_chatbot_free","last_synced_at":"2025-10-30T14:22:41.672Z","repository":{"id":249501365,"uuid":"822720250","full_name":"kiritoInd/RAG_over_LLM_for_pdf_ChatBot_Free","owner":"kiritoInd","description":"Retrieval-Augmented Generation on PDF for Free,  Integrated with Memory to recall previous interactions, it operates as a sophisticated lang-chain application.","archived":false,"fork":false,"pushed_at":"2024-07-28T13:39:17.000Z","size":434,"stargazers_count":10,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-07-28T14:49:51.887Z","etag":null,"topics":["flask","flask-application","huggingface","langchain","llm","mistral-ai","python","rag"],"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/kiritoInd.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":"2024-07-01T17:20:10.000Z","updated_at":"2024-07-28T13:39:20.000Z","dependencies_parsed_at":"2024-07-21T12:08:32.672Z","dependency_job_id":null,"html_url":"https://github.com/kiritoInd/RAG_over_LLM_for_pdf_ChatBot_Free","commit_stats":null,"previous_names":["kiritoind/rag_over_llm_for_pdf_chatbot_free"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kiritoInd%2FRAG_over_LLM_for_pdf_ChatBot_Free","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kiritoInd%2FRAG_over_LLM_for_pdf_ChatBot_Free/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kiritoInd%2FRAG_over_LLM_for_pdf_ChatBot_Free/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kiritoInd%2FRAG_over_LLM_for_pdf_ChatBot_Free/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kiritoInd","download_url":"https://codeload.github.com/kiritoInd/RAG_over_LLM_for_pdf_ChatBot_Free/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":223894725,"owners_count":17221128,"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":["flask","flask-application","huggingface","langchain","llm","mistral-ai","python","rag"],"created_at":"2024-11-09T23:23:15.650Z","updated_at":"2025-10-30T14:22:41.593Z","avatar_url":"https://github.com/kiritoInd.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Retrieval-Augmented Generation with LLM's and Flask on PDF\n\n## Preview\n\n\u003cimg src=\"image.png\" width=\"300\" height=\"500\" alt=\"Preview\"\u003e\n\n## Overview\n\nThis project demonstrates Retrieval-Augmented Generation using Mistral AI and Flask. It integrates Flask for the user interface, requests for handling data, and Mistral AI for LangChain with LLM (Large Language Model).\n\n## Requirements\n\nTo run the application, please ensure you have all the required dependencies installed. You can install them using the provided `requirements.txt` file.\n\nYou will also need a hugging face token which you can easliy find on your huggingface profile\n\n### Installation\n\n1. Clone the repository:\n\n    ```sh\n    git clone https://github.com/kiritoInd/RAG_over_LLM_for_pdf_ChatBot.git\n    cd ChatBot-With-LangChain\n    ```\n\n2. Install the required packages:\n\n    ```sh\n    pip install -r requirements.txt\n    ```\n\n3. Enter your Hugging Face Token\n\n## Running the Application\n\nTo start the Flask server, run the `app.py` file:\n\n```sh\npython app.py\n```\n\n## Project structure\n\n```\nRAG_On_PDF_ChatBot/\n├── app.py\n├── requirements.txt\n├── env.example \n├── templates/\n│   └── index.html\n└── static/\n    └── styles.css\n```\n\n- **app.py**: The main Flask application.\n  \n- **requirements.txt**: Contains the list of dependencies.\n  \n- **templates/index.html**: The HTML template for the chatbot interface.\n  \n- **static/styles.css**: The CSS file for styling the chatbot interface.\n\n## Usage\n\n1. Open your web browser and navigate to [http://127.0.0.1:5000/](http://127.0.0.1:5000/).\n2. Upload your Pdf file\n3. Enter your query in the input box and submit.\n4. The chatbot will process your query and display the results.\n5. You can ask follow up quetion \n\n## Contributing\n\nIf you want to contribute to this project, feel free to fork the repository and submit a pull request.\n\n## License\n\nThis project is licensed under the MIT License.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkiritoind%2Frag_over_llm_for_pdf_chatbot_free","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkiritoind%2Frag_over_llm_for_pdf_chatbot_free","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkiritoind%2Frag_over_llm_for_pdf_chatbot_free/lists"}