paradizelost/paperless-ngx
1
0
Fork 0
mirror of https://github.com/paperless-ngx/paperless-ngx.git synced 2026-01-14 21:54:22 -06:00
Code Issues Packages Projects Releases Wiki Activity

Feature: Paperless AI (#10319)

Browse Source
This commit is contained in:
shamoon
2026-01-13 08:24:42 -08:00
committed by GitHub
parent 4347ba1f9c
commit e940764fe0
78 changed files with 5429 additions and 106 deletions
Download Patch File Download Diff File Expand all files Collapse all files

64
docs/configuration.md
View File

@@ -1824,3 +1824,67 @@ password. All of these options come from their similarly-named [Django settings]
: The endpoint to use for the remote OCR engine. This is required for Azure AI.
Defaults to None.
## AI {#ai}
#### [`PAPERLESS_AI_ENABLED=<bool>`](#PAPERLESS_AI_ENABLED) {#PAPERLESS_AI_ENABLED}
: Enables the AI features in Paperless. This includes the AI-based
suggestions. This setting is required to be set to true in order to use the AI features.
Defaults to false.
#### [`PAPERLESS_AI_LLM_EMBEDDING_BACKEND=<str>`](#PAPERLESS_AI_LLM_EMBEDDING_BACKEND) {#PAPERLESS_AI_LLM_EMBEDDING_BACKEND}
: The embedding backend to use for RAG. This can be either "openai" or "huggingface".
Defaults to None.
#### [`PAPERLESS_AI_LLM_EMBEDDING_MODEL=<str>`](#PAPERLESS_AI_LLM_EMBEDDING_MODEL) {#PAPERLESS_AI_LLM_EMBEDDING_MODEL}
: The model to use for the embedding backend for RAG. This can be set to any of the embedding models supported by the current embedding backend. If not supplied, defaults to "text-embedding-3-small" for OpenAI and "sentence-transformers/all-MiniLM-L6-v2" for Huggingface.
Defaults to None.
#### [`PAPERLESS_AI_LLM_BACKEND=<str>`](#PAPERLESS_AI_LLM_BACKEND) {#PAPERLESS_AI_LLM_BACKEND}
: The AI backend to use. This can be either "openai" or "ollama". If set to "ollama", the AI
features will be run locally on your machine. If set to "openai", the AI features will be run
using the OpenAI API. This setting is required to be set to use the AI features.
Defaults to None.
!!! note
The OpenAI API is a paid service. You will need to set up an OpenAI account and
will be charged for usage incurred by Paperless-ngx features and your document data
will (of course) be sent to the OpenAI API. Paperless-ngx does not endorse the use of the
OpenAI API in any way.
Refer to the OpenAI terms of service, and use at your own risk.
#### [`PAPERLESS_AI_LLM_MODEL=<str>`](#PAPERLESS_AI_LLM_MODEL) {#PAPERLESS_AI_LLM_MODEL}
: The model to use for the AI backend, i.e. "gpt-3.5-turbo", "gpt-4" or any of the models supported by the
current backend. If not supplied, defaults to "gpt-3.5-turbo" for OpenAI and "llama3" for Ollama.
Defaults to None.
#### [`PAPERLESS_AI_LLM_API_KEY=<str>`](#PAPERLESS_AI_LLM_API_KEY) {#PAPERLESS_AI_LLM_API_KEY}
: The API key to use for the AI backend. This is required for the OpenAI backend (optional for others).
Defaults to None.
#### [`PAPERLESS_AI_LLM_ENDPOINT=<str>`](#PAPERLESS_AI_LLM_ENDPOINT) {#PAPERLESS_AI_LLM_ENDPOINT}
: The endpoint / url to use for the AI backend. This is required for the Ollama backend (optional for others).
Defaults to None.
#### [`PAPERLESS_AI_LLM_INDEX_TASK_CRON=<cron expression>`](#PAPERLESS_AI_LLM_INDEX_TASK_CRON) {#PAPERLESS_AI_LLM_INDEX_TASK_CRON}
: Configures the schedule to update the AI embeddings of text content and metadata for all documents. Only performed if
AI is enabled and the LLM embedding backend is set.
Defaults to `10 2 * * *`, once per day.