![](https://private-user-images.githubusercontent.com/686715/298417278-a467adad-e284-40e9-b71e-7e8153eb2bd5.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjE0NDA5NzMsIm5iZiI6MTcyMTQ0MDY3MywicGF0aCI6Ii82ODY3MTUvMjk4NDE3Mjc4LWE0NjdhZGFkLWUyODQtNDBlOS1iNzFlLTdlODE1M2ViMmJkNS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwNzIwJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDcyMFQwMTU3NTNaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT02MDQzZWRmMDAwOWRjOThkMTZjNTk1ZDc1MTBmZTFkNWJjNTdiMDVlNzFmNjk0ZWM1NzVhMTkxMDZmNTVjNmQ3JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.GM1Fh5BNPrIbn3CbSyvTV_-J_TIaFdU8NFUD3cSHvCA)
Kryten is a CLI tool to help you easily ask questions and get clear sourced answers directly from your documents.
./kryten ask ~/directives.pdf question "What's Space Core Directive 997?"
Work done by an officer's doppleganger in a parallel universe
cannot be claimed as overtime. (directives.pdf, page 1)
Kryten is portable, snappy, and works across all platforms with minimal resource usage. For real.
- CLI only
- Tiny footprint: Kryten is only 1.6MB.
- SQLite for portability and easy backups.
- Ask any question you want.
- Show your chat history for a single file.
- Show your chat history across all files.
- Documents are cached so questions are snappy.
- Run without ceremony. No need for configurations.
My intent is for Kryten to be used by other apps to power their RAG workflows.
Set these three Environment variables:
OPENAI_API_KEY="sk-123123"
PINECONE_API_KEY="123123"
PINECONE_ENDPOINT="https://some-index.svc.some-random-id.pinecone.io"
Call the kryten
binary.
./kryten ask ~/directives.pdf question "What's Space Core Directive 997?"
Work done by an officer's doppleganger in a parallel universe
cannot be claimed as overtime. (directives.pdf, page 1)
You can create your own API key here: https://platform.openai.com/api-keys
![Screenshot 2024-01-22 at 8 56 10 PM](https://private-user-images.githubusercontent.com/686715/298782166-ed3a130f-3f92-4f76-8d3c-30ad3beaf6b6.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjE0NDA5NzMsIm5iZiI6MTcyMTQ0MDY3MywicGF0aCI6Ii82ODY3MTUvMjk4NzgyMTY2LWVkM2ExMzBmLTNmOTItNGY3Ni04ZDNjLTMwYWQzYmVhZjZiNi5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwNzIwJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDcyMFQwMTU3NTNaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1mNDczNTQ5OGQ2ZTM5YjJlMzRmMDc5ODU1NDczYzE0NzYwZmMyOWRkZDRkNTE1NGZlMDhhMjNkNjA1ODQ4YWIyJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.amsvrV_3i3bXPUodhwKgkNGWkBnoeem4niqiBSJnNkU)
![Screenshot 2024-01-22 at 8 56 58 PM](https://private-user-images.githubusercontent.com/686715/298782207-796f9a3f-7bdf-451d-ab09-ae91763fc1b9.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjE0NDA5NzMsIm5iZiI6MTcyMTQ0MDY3MywicGF0aCI6Ii82ODY3MTUvMjk4NzgyMjA3LTc5NmY5YTNmLTdiZGYtNDUxZC1hYjA5LWFlOTE3NjNmYzFiOS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwNzIwJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDcyMFQwMTU3NTNaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0wMDFhMTU3YTkzYTI1YmFhYzZhMmIzNDQ1ODkzZDY5Yjg0MWFlMzc4MmRhNDk4ZTM5MTJmMTExNGE3MGM1YTFlJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.WkbZ2aLWUPtvS_8mqKLtIon53gHDTrpJkSUKwVPjo0c)
![Screenshot 2024-01-22 at 9 02 52 PM](https://private-user-images.githubusercontent.com/686715/298782598-ec41e977-5249-44b9-9874-195075d85f50.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjE0NDA5NzMsIm5iZiI6MTcyMTQ0MDY3MywicGF0aCI6Ii82ODY3MTUvMjk4NzgyNTk4LWVjNDFlOTc3LTUyNDktNDRiOS05ODc0LTE5NTA3NWQ4NWY1MC5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwNzIwJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDcyMFQwMTU3NTNaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT03MmI1NGE5OTBjMTk1MTFkOTc3ZTU4MWQ3NWY5NDExNDA5ODkwMmRmNzRjMWU0ZjcxOTQzNDdkMWU3YWNmNzU1JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.jpNEjomWVUOW2hOmw9DEZ6VCe8jmXE7wffPwq0BPipc)
![Screenshot 2024-01-22 at 9 10 09 PM](https://private-user-images.githubusercontent.com/686715/298783708-c086f347-fb61-4568-bfc4-d208052e9a21.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjE0NDA5NzMsIm5iZiI6MTcyMTQ0MDY3MywicGF0aCI6Ii82ODY3MTUvMjk4NzgzNzA4LWMwODZmMzQ3LWZiNjEtNDU2OC1iZmM0LWQyMDgwNTJlOWEyMS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwNzIwJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDcyMFQwMTU3NTNaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1lM2MyOWEwYmJkMWFkZWFhMWFjYzJiNDZiMGZmMWJhYmMyNmUzYmJhZjE5NTNhMTA1MTg1MjdlZDUyOWI4MjE4JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.zGudWdiN-DuHQW3zoucU5juAaDKpGjBNr7yGuQ0PmJE)
Tika App is used to extract the content of your documents. You'll need the Java Runtime Environment installed on your machine so this can run properly.
nimble install
nimble build && ./kryten ask ~/directives.pdf question "What is Space Core Directive 196156?"
TODO