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sepidnes commited on
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1 Parent(s): 88a62ce

Add RAG implementation with backend, frontend and aimakerspace

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  1. README.md +36 -5
  2. backend/main.py +1 -0
  3. backend/requirements.txt +8 -0
  4. backend/run.py +4 -0
  5. frontend/node_modules/.bin/acorn +1 -0
  6. frontend/node_modules/.bin/ansi-html +1 -0
  7. frontend/node_modules/.bin/autoprefixer +1 -0
  8. frontend/node_modules/.bin/browserslist +1 -0
  9. frontend/node_modules/.bin/css-blank-pseudo +1 -0
  10. frontend/node_modules/.bin/css-has-pseudo +1 -0
  11. frontend/node_modules/.bin/css-prefers-color-scheme +1 -0
  12. frontend/node_modules/.bin/cssesc +1 -0
  13. frontend/node_modules/.bin/detect +1 -0
  14. frontend/node_modules/.bin/detect-port +1 -0
  15. frontend/node_modules/.bin/ejs +1 -0
  16. frontend/node_modules/.bin/escodegen +1 -0
  17. frontend/node_modules/.bin/esgenerate +1 -0
  18. frontend/node_modules/.bin/eslint +1 -0
  19. frontend/node_modules/.bin/esparse +1 -0
  20. frontend/node_modules/.bin/esvalidate +1 -0
  21. frontend/node_modules/.bin/he +1 -0
  22. frontend/node_modules/.bin/html-minifier-terser +1 -0
  23. frontend/node_modules/.bin/import-local-fixture +1 -0
  24. frontend/node_modules/.bin/is-docker +1 -0
  25. frontend/node_modules/.bin/jake +1 -0
  26. frontend/node_modules/.bin/jest +1 -0
  27. frontend/node_modules/.bin/jiti +1 -0
  28. frontend/node_modules/.bin/js-yaml +1 -0
  29. frontend/node_modules/.bin/jsesc +1 -0
  30. frontend/node_modules/.bin/json5 +1 -0
  31. frontend/node_modules/.bin/loose-envify +1 -0
  32. frontend/node_modules/.bin/mime +1 -0
  33. frontend/node_modules/.bin/mkdirp +1 -0
  34. frontend/node_modules/.bin/multicast-dns +1 -0
  35. frontend/node_modules/.bin/nanoid +1 -0
  36. frontend/node_modules/.bin/node-which +1 -0
  37. frontend/node_modules/.bin/parser +1 -0
  38. frontend/node_modules/.bin/react-scripts +1 -0
  39. frontend/node_modules/.bin/regjsparser +1 -0
  40. frontend/node_modules/.bin/resolve +1 -0
  41. frontend/node_modules/.bin/rimraf +1 -0
  42. frontend/node_modules/.bin/rollup +1 -0
  43. frontend/node_modules/.bin/semver +1 -0
  44. frontend/node_modules/.bin/sucrase +1 -0
  45. frontend/node_modules/.bin/sucrase-node +1 -0
  46. frontend/node_modules/.bin/svgo +1 -0
  47. frontend/node_modules/.bin/tailwind +1 -0
  48. frontend/node_modules/.bin/tailwindcss +1 -0
  49. frontend/node_modules/.bin/terser +1 -0
  50. frontend/node_modules/.bin/tsc +1 -0
README.md CHANGED
@@ -1,11 +1,42 @@
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  ---
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- title: Pythonic Rag
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- emoji: 🏢
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- colorFrom: red
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- colorTo: indigo
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  sdk: docker
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  pinned: false
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  license: apache-2.0
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  ---
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ title: RAG Question Answering System
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+ emoji: 🤖
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+ colorFrom: blue
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+ colorTo: purple
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  sdk: docker
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  pinned: false
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  license: apache-2.0
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  ---
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+ # RAG Question Answering System
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+
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+ This application allows users to upload documents (PDF or TXT) and ask questions about their content. It uses a Retrieval-Augmented Generation (RAG) approach to provide accurate answers based on the document content.
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+
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+ ## Features
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+
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+ - Upload PDF or TXT documents
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+ - Ask questions about the document content
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+ - View the context used to generate answers
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+ - Modern, responsive user interface
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+
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+ ## How to Use
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+
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+ 1. Upload a document (PDF or TXT) using the file upload interface
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+ 2. Wait for the document to be processed
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+ 3. Ask questions about the document content in the chat interface
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+ 4. View the answers and the context used to generate them
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+
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+ ## Technical Details
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+
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+ The application consists of two main components:
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+
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+ 1. **FastAPI Backend**: Handles file uploads, document processing, and question answering
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+ 2. **React Frontend**: Provides a user-friendly interface for uploading documents and asking questions
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+
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+ ## Environment Variables
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+
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+ - `OPENAI_API_KEY`: Your OpenAI API key (required)
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+
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+ ## License
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+
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+ This project is licensed under the Apache 2.0 License.
backend/main.py ADDED
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+
backend/requirements.txt ADDED
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+ fastapi==0.110.0
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+ uvicorn==0.27.1
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+ python-multipart==0.0.9
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+ numpy==2.2.2
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+ openai==1.59.9
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+ pydantic==2.10.1
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+ pypdf2==3.0.1
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+ websockets==14.2
backend/run.py ADDED
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+ import uvicorn
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+
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+ if __name__ == "__main__":
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+ uvicorn.run("main:app", host="0.0.0.0", port=8000, reload=True)
frontend/node_modules/.bin/acorn ADDED
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+ ../acorn/bin/acorn
frontend/node_modules/.bin/ansi-html ADDED
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+ ../ansi-html/bin/ansi-html
frontend/node_modules/.bin/autoprefixer ADDED
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+ ../autoprefixer/bin/autoprefixer
frontend/node_modules/.bin/browserslist ADDED
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+ ../browserslist/cli.js
frontend/node_modules/.bin/css-blank-pseudo ADDED
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+ ../css-blank-pseudo/dist/cli.cjs
frontend/node_modules/.bin/css-has-pseudo ADDED
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+ ../css-has-pseudo/dist/cli.cjs
frontend/node_modules/.bin/css-prefers-color-scheme ADDED
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+ ../css-prefers-color-scheme/dist/cli.cjs
frontend/node_modules/.bin/cssesc ADDED
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+ ../cssesc/bin/cssesc
frontend/node_modules/.bin/detect ADDED
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+ ../detect-port-alt/bin/detect-port
frontend/node_modules/.bin/detect-port ADDED
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+ ../detect-port-alt/bin/detect-port
frontend/node_modules/.bin/ejs ADDED
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+ ../ejs/bin/cli.js
frontend/node_modules/.bin/escodegen ADDED
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+ ../escodegen/bin/escodegen.js
frontend/node_modules/.bin/esgenerate ADDED
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+ ../escodegen/bin/esgenerate.js
frontend/node_modules/.bin/eslint ADDED
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+ ../eslint/bin/eslint.js
frontend/node_modules/.bin/esparse ADDED
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+ ../esprima/bin/esparse.js
frontend/node_modules/.bin/esvalidate ADDED
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+ ../esprima/bin/esvalidate.js
frontend/node_modules/.bin/he ADDED
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+ ../he/bin/he
frontend/node_modules/.bin/html-minifier-terser ADDED
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+ ../html-minifier-terser/cli.js
frontend/node_modules/.bin/import-local-fixture ADDED
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+ ../import-local/fixtures/cli.js
frontend/node_modules/.bin/is-docker ADDED
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+ ../is-docker/cli.js
frontend/node_modules/.bin/jake ADDED
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+ ../jake/bin/cli.js
frontend/node_modules/.bin/jest ADDED
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+ ../jest/bin/jest.js
frontend/node_modules/.bin/jiti ADDED
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+ ../jiti/bin/jiti.js
frontend/node_modules/.bin/js-yaml ADDED
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+ ../js-yaml/bin/js-yaml.js
frontend/node_modules/.bin/jsesc ADDED
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+ ../jsesc/bin/jsesc
frontend/node_modules/.bin/json5 ADDED
@@ -0,0 +1 @@
 
 
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+ ../json5/lib/cli.js
frontend/node_modules/.bin/loose-envify ADDED
@@ -0,0 +1 @@
 
 
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+ ../loose-envify/cli.js
frontend/node_modules/.bin/mime ADDED
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+ ../mime/cli.js
frontend/node_modules/.bin/mkdirp ADDED
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+ ../mkdirp/bin/cmd.js
frontend/node_modules/.bin/multicast-dns ADDED
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+ ../multicast-dns/cli.js
frontend/node_modules/.bin/nanoid ADDED
@@ -0,0 +1 @@
 
 
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+ ../nanoid/bin/nanoid.cjs
frontend/node_modules/.bin/node-which ADDED
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+ ../which/bin/node-which
frontend/node_modules/.bin/parser ADDED
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+ ../@babel/parser/bin/babel-parser.js
frontend/node_modules/.bin/react-scripts ADDED
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+ ../react-scripts/bin/react-scripts.js
frontend/node_modules/.bin/regjsparser ADDED
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+ ../regjsparser/bin/parser
frontend/node_modules/.bin/resolve ADDED
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+ ../resolve/bin/resolve
frontend/node_modules/.bin/rimraf ADDED
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+ ../rimraf/bin.js
frontend/node_modules/.bin/rollup ADDED
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+ ../rollup/dist/bin/rollup
frontend/node_modules/.bin/semver ADDED
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+ ../semver/bin/semver.js
frontend/node_modules/.bin/sucrase ADDED
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+ ../sucrase/bin/sucrase
frontend/node_modules/.bin/sucrase-node ADDED
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+ ../sucrase/bin/sucrase-node
frontend/node_modules/.bin/svgo ADDED
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+ ../svgo/bin/svgo
frontend/node_modules/.bin/tailwind ADDED
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+ ../tailwindcss/lib/cli.js
frontend/node_modules/.bin/tailwindcss ADDED
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+ ../tailwindcss/lib/cli.js
frontend/node_modules/.bin/terser ADDED
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+ ../terser/bin/terser
frontend/node_modules/.bin/tsc ADDED
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+ ../typescript/bin/tsc