AI-Powered Document Analyzer: Revolutionizing Document-Reporting with Artificial Intelligence
sequenceDiagram
actor User
box lightyellow System
participant Service
end
box lightpink Third-Party
participant OpenAI
end
Note left of User: Copy docs to<br>./documents<br>dir
Note left of User: Add OpenAI API<br>key to .env file
User ->> Service: run<br>`make analyze-doc \<br>--question \<br>"How is John Galt?"`
Service ->> Service: Parse documents<br>to .txt format
Service ->> OpenAI: Upload<br>.txt files
OpenAI ->> Service: OK
Service ->> OpenAI: <br><br>Send prompt<br>to model
Note right of OpenAI: Run AI model
OpenAI ->> Service: Analyze<br>response
Service ->> Service: Write down report<br>to /output dir
Service ->> User: Analyze<br>done
- Install Docker 🐳 and Make
Ⓜ️ - Add your docs to the
./documentsdirectory - Add your OPEN_AI_API_KEY to
.envfile
make analyze-doc
python3 script.py --question "How is John Galt?"
# Report saved to ai_report_2025-01-21_16:46:01.887051- check if the file is already processed before parse
- check if the file is already processed before upload
- expire uploaded file after used
- https://cookbook.openai.com/
- https://github.com/f/awesome-chatgpt-prompts?tab=readme-ov-file#act-as-book-summarizer
- https://github.com/openai/openai-python
- https://platform.openai.com/docs/guides/prompt-engineering
- https://platform.openai.com/docs/guides/structured-outputs
- https://platform.openai.com/docs/libraries
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