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5.4.0-beta0 (#302)
## 5.4.0-beta0 - 2026-05-26 ### Added - add network embedding batching (#276) @fcharlaix-opendsi - add kubernetes support and reverse content/indexing flow (#284) @kyteinsky @marcelklehr - add gh workflows for docker builds and do separate cpu, cuda and rocm (vulkan) images (#295) @kyteinsky ### Changed - update readme according to the latest changes (#300) @kyteinsky - bump llama_cpp_python to 0.3.23 (#301) @kyteinsky ### Fixed - improve loadSources error handling (#288) @kyteinsky - fix(pgvector): add chunking to prevent long list of args in queries (#290) @kyteinsky - fix(pgvector): make doc deletion query faster (#289) @kyteinsky
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Makefile

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#.PHONY: build-push
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#build-push:
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# docker login ghcr.io
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# docker buildx build --push --platform linux/arm64/v8,linux/amd64 --tag ghcr.io/nextcloud/context_chat_backend:5.3.0 --tag ghcr.io/nextcloud/context_chat_backend:latest .
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# docker buildx build --push --platform linux/arm64/v8,linux/amd64 --tag ghcr.io/nextcloud/context_chat_backend:5.4.0-beta0 --tag ghcr.io/nextcloud/context_chat_backend:latest .
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.PHONY: run
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run:
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register:
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docker exec master-nextcloud-1 sudo -u www-data php occ app_api:app:unregister context_chat_backend --silent || true
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docker exec master-nextcloud-1 sudo -u www-data php occ app_api:app:register context_chat_backend manual_install --json-info \
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"{\"id\":\"context_chat_backend\",\"name\":\"Context Chat Backend\",\"daemon_config_name\":\"manual_install\",\"version\":\"5.3.0\",\"secret\":\"12345\",\"port\":10034,\"scopes\":[],\"system\":0}" \
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"{\"id\":\"context_chat_backend\",\"name\":\"Context Chat Backend\",\"daemon_config_name\":\"manual_install\",\"version\":\"5.4.0-beta0\",\"secret\":\"12345\",\"port\":10034,\"scopes\":[],\"system\":0}" \
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--force-scopes --wait-finish

README.md

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**2. Register the app using the deploy daemon (be mindful of the port number and the app's version):**
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```
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occ app_api:app:register context_chat_backend manual_install --json-info \
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"{\"appid\":\"context_chat_backend\",\"name\":\"Context Chat Backend\",\"daemon_config_name\":\"manual_install\",\"version\":\"5.3.0\",\"secret\":\"12345\",\"port\":10034}" \
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"{\"appid\":\"context_chat_backend\",\"name\":\"Context Chat Backend\",\"daemon_config_name\":\"manual_install\",\"version\":\"5.4.0-beta0\",\"secret\":\"12345\",\"port\":10034}" \
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--wait-finish
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```
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The command to unregister is given below (force is used to also remove apps whose container has been removed)
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--json-info "{\"appid\":\"context_chat_backend\",\
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\"name\":\"Context Chat Backend\",\
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\"daemon_config_name\":\"manual_install\",\
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\"version\":\"5.3.0\",\
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\"version\":\"5.4.0-beta0\",\
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\"secret\":\"12345\",\
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\"port\":10034}" \
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--wait-finish

appinfo/info.xml

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Setup background job workers as described here: https://docs.nextcloud.com/server/latest/admin_manual/ai/overview.html#improve-ai-task-pickup-speed
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]]></description>
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<version>5.3.0</version>
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<version>5.4.0-beta0</version>
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<licence>agpl</licence>
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<author mail="kyteinsky@gmail.com" homepage="https://github.com/kyteinsky">Anupam Kumar</author>
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<namespace>Context Chat</namespace>
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<docker-install>
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<registry>ghcr.io</registry>
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<image>nextcloud-releases/context_chat_backend</image>
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<image-tag>5.3.0</image-tag>
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<image-tag>5.4.0-beta0</image-tag>
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</docker-install>
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<routes>
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<route>

changelog.md

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and this project adheres to [Semantic Versioning](http://semver.org/).
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## 5.4.0-beta0 - 2026-05-26
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### Added
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- add network embedding batching (#276) @fcharlaix-opendsi
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- add kubernetes support and reverse content/indexing flow (#284) @kyteinsky @marcelklehr
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- add gh workflows for docker builds and do separate cpu, cuda and rocm (vulkan) images (#295) @kyteinsky
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### Changed
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- update readme according to the latest changes (#300) @kyteinsky
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- bump llama_cpp_python to 0.3.23 (#301) @kyteinsky
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### Fixed
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- improve loadSources error handling (#288) @kyteinsky
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- fix(pgvector): add chunking to prevent long list of args in queries (#290) @kyteinsky
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- fix(pgvector): make doc deletion query faster (#289) @kyteinsky
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## 5.3.0 - 2026-02-23
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### Added

example.env

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APP_SECRET=12345
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APP_ID=context_chat_backend
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APP_DISPLAY_NAME=Context Chat Backend
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APP_VERSION=5.3.0
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APP_VERSION=5.4.0-beta0
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APP_HOST=0.0.0.0
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APP_PORT=10034
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APP_PERSISTENT_STORAGE=persistent_storage

pyproject.toml

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# SPDX-License-Identifier: AGPL-3.0-or-later
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[project]
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name = "context_chat_backend"
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version = "5.3.0"
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version = "5.4.0-beta0"
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requires-python = ">=3.11"
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authors = [
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{ name = "Anupam Kumar", email = "kyteinsky@gmail.com" }

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