{"id":22429842,"url":"https://github.com/extrawest/chat_with_pdf_aws_bedrock","last_synced_at":"2026-04-13T06:47:44.149Z","repository":{"id":266695700,"uuid":"899072601","full_name":"extrawest/chat_with_pdf_aws_bedrock","owner":"extrawest","description":"Chat with PDF using AWS Bedrock","archived":false,"fork":false,"pushed_at":"2024-12-05T15:18:36.000Z","size":8,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-03-30T17:46:37.617Z","etag":null,"topics":["ai","amazon","amazon-bedrock","aws","bedrock","chatbot","claude","faiss","faiss-vector-database","llama3","pdf","rag","streamlit","vector-database"],"latest_commit_sha":null,"homepage":"","language":"Python","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/extrawest.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":"2024-12-05T15:15:01.000Z","updated_at":"2024-12-23T09:10:14.000Z","dependencies_parsed_at":"2024-12-05T16:26:35.524Z","dependency_job_id":"41729ede-1b8f-4a82-b60b-7f810f8b3e76","html_url":"https://github.com/extrawest/chat_with_pdf_aws_bedrock","commit_stats":null,"previous_names":["extrawest/chat_with_pdf_aws_bedrock"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/extrawest/chat_with_pdf_aws_bedrock","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/extrawest%2Fchat_with_pdf_aws_bedrock","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/extrawest%2Fchat_with_pdf_aws_bedrock/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/extrawest%2Fchat_with_pdf_aws_bedrock/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/extrawest%2Fchat_with_pdf_aws_bedrock/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/extrawest","download_url":"https://codeload.github.com/extrawest/chat_with_pdf_aws_bedrock/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/extrawest%2Fchat_with_pdf_aws_bedrock/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":260458651,"owners_count":23012497,"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","amazon","amazon-bedrock","aws","bedrock","chatbot","claude","faiss","faiss-vector-database","llama3","pdf","rag","streamlit","vector-database"],"created_at":"2024-12-05T21:05:54.893Z","updated_at":"2026-04-13T06:47:39.117Z","avatar_url":"https://github.com/extrawest.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"#  LangChain Chat with PDF using AWS Bedrock\n[![Maintenance](https://img.shields.io/badge/Maintained%3F-yes-green.svg)]()\n[![Maintaner](https://img.shields.io/static/v1?label=Andriy%20Gulak\u0026message=Maintainer\u0026color=red)](mailto:andriy.gulak@extrawest.com)\n[![Ask Me Anything !](https://img.shields.io/badge/Ask%20me-anything-1abc9c.svg)](https://github.com/extrawest/chat_with_pdf_aws_bedrock/issues)\n[![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)\n\n## PROJECT INFO\n- **Langchain Python AI Chatbot**\n- Streamlit for interactive app and slick UI\n- FAISS Vector Database\n- Amazon Bedrock amazon.titan-embed-text-v1 model\n- LLMs: anthropic.claude-v2:1 and us.meta.llama3-1-70b-instruct-v1:0 via AWS Bedrock\n\n## Features\n- Langchain AI Chatbot Agent that can process and query PDF documents\n- Streamlit for interactive data fullstack apps\n\n## Demo\n[demo_app.webm](https://github.com/user-attachments/assets/7a32642d-0426-4bbe-b23f-93b876376f73)\n\n\n## Installing:\n**1. Clone this repo to your folder:**\n\n```\ngit clone THIS REPO\n```\n\n**2. Create a virtual environment**\n\n**3. Install the dependencies**\n\n```\npip install -r requirements.txt\n```\n**3. Run the app**\n\n```\nstreamlit run app.py\n```\n\n[Extrawest.com](https://www.extrawest.com), 2024\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fextrawest%2Fchat_with_pdf_aws_bedrock","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fextrawest%2Fchat_with_pdf_aws_bedrock","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fextrawest%2Fchat_with_pdf_aws_bedrock/lists"}