Thorsten Sommer
871bbfe79a
Show why an embedding or a retrieval failed
2026-09-06 16:13:28 +02:00
Thorsten Sommer
4e67504bca
Classify embedding failures at the provider level
2026-09-06 15:44:01 +02:00
Thorsten Sommer
8950acb654
Keep provider management working when tokenizer storage fails
2026-09-06 11:20:54 +02:00
Thorsten Sommer
fe35630eff
Merge branch 'main' into chunk-data
...
Resolved 29 conflicting files. The notable decisions:
Confidence: main's tool-calling gate (RequiredProviderConfidence) and this
branch's local-RAG gate (DataConfidenceLevel) turned out to be the same rule
on the same axis, so they are now one field. Both tool results and data
sources raise it through RequireProviderConfidence(). The gate checks the
level strictly and no longer exempts providers trusted by configuration:
TrustedProviderIds is documented as applying to data-source security checks
only, and organizations set confidence through DataConfidence
.CustomConfidenceScheme instead. The security axis (DataSecurity, ERI,
IsTrustedForDataSourceSecurityChecks) is unchanged.
Provider creation: main's CreateProvider signature won (hfEndpointKind,
capabilityOverrides, no model parameter); tokenizerPath was added to it and
is set for every provider, including the new Hetzner, IONOS and LiteLLM.
Provider and EmbeddingProvider combine the record parameters, Lua parsing and
Lua serialization of both sides.
File types: main's hierarchy (ODT leaf, WORD parent, PowerPoint without the
legacy .ppt, TABULAR instead of DELIMITED_TABLE) plus this branch's
SPREADSHEET parent with ODS and the xlsm/xlsb/xla/xlam extensions, which the
runtime already reads. Both sides had added a conflicting HTML filter; the
reading family keeps the name, and the export path uses a narrow
HTML_DOCUMENT, following the existing LATEX/TEX split.
Runtime: main's file_data.rs is the base, including the prompt-injection
sanitizer and the extraction routes. Token counting and chunk segmentation
moved into take_released, so they act on the text the filter has released
rather than on text it is still holding. A failed count is logged and left
out instead of ending the extraction, because the app counts such a segment
itself.
Data sources: the participating-provider checks of this branch are kept, and
main's GetAllowedDataSources overload now builds on them. DirectChatService
resolves the launched chat's data source options before the check, so filter
and chat see the same options.
.NET and Rust both build clean; I18N regenerated to 4060 keys.
2026-09-05 21:20:33 +02:00
Peer Hogeterp
4d8d30e15e
Added tool calling support ( #731 )
...
Co-authored-by: krut_ni <nils.kruthoff@dlr.de>
Co-authored-by: Thorsten Sommer <SommerEngineering@users.noreply.github.com>
2026-09-04 15:48:07 +02:00
Thorsten Sommer
f14c69b938
Reworked the Hugging Face provider ( #944 )
2026-08-30 16:45:14 +02:00
Thorsten Sommer
a7228c7782
Improved which models are offered for chatting ( #943 )
2026-08-30 13:58:16 +02:00
Prodman Devokadev
5966f0f6a5
Added LiteLLM as a new LLM provider ( #909 )
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Co-authored-by: Thorsten Sommer <SommerEngineering@users.noreply.github.com>
2026-08-30 12:55:18 +02:00
Thorsten Sommer
2965102c53
Added transcription for Helmholtz and Groq, embeddings for GWDG, and fixed Mistral model capabilities ( #942 )
2026-08-29 22:25:12 +02:00
Thorsten Sommer
53da222562
Added IONOS as a provider and unified how providers sort their model lists ( #941 )
2026-08-29 20:45:39 +02:00
Peer Hogeterp
e78a0e61b9
Added provider icons ( #934 )
...
Co-authored-by: Thorsten Sommer <SommerEngineering@users.noreply.github.com>
2026-08-25 12:46:10 +02:00
PaulKoudelka
786b106096
made datasource selection more user friendly
2026-08-13 15:51:28 +02:00
Thorsten Sommer
e026c03d14
Added Hetzner as an experimental LLM provider ( #912 )
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2026-08-12 19:02:06 +02:00
PaulKoudelka
9932b5870b
Merge branch 'main' into chunk-data
2026-08-04 18:01:25 +02:00
PaulKoudelka
c78a8f05ef
added metadata for bm25 and also confidence levels
2026-08-03 19:45:47 +02:00
Thorsten Sommer
58cc811a58
Added the visual briefing assistant ( #893 )
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2026-08-02 21:41:12 +02:00
PaulKoudelka
c59e33e1b1
added sql integration instead of json files
2026-07-28 15:25:10 +02:00
Thorsten Sommer
aaf77b6882
Added audio and video transcription for chats and assistants ( #856 )
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2026-07-15 12:53:30 +02:00
Peer Hogeterp
431f0b78d8
Added icons to visualize model capabilities to the provider dropdown menu ( #829 )
...
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Co-authored-by: Thorsten Sommer <SommerEngineering@users.noreply.github.com>
2026-07-04 18:28:52 +02:00
Paul Koudelka
2e06af13e0
Merge branch 'main' into chunk-data
2026-07-01 09:54:12 +02:00
Thorsten Sommer
dddb40096d
Added support for organization-trusted providers ( #816 )
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2026-06-21 15:16:37 +02:00
Thorsten Sommer
c3bf2563cd
Fixed self-hosted provider API key handling ( #811 )
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2026-06-20 15:55:09 +02:00
Thorsten Sommer
c0e6a9a644
Enhanced llama.cpp support for loading available models ( #808 )
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2026-06-11 15:46:17 +02:00
Thorsten Sommer
c07a5227dc
Fixed issues with the DI system and singletons ( #802 )
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2026-06-10 21:01:27 +02:00
Paul Koudelka
b7b18aa45c
Merge branch 'main' into chunk-data
2026-06-10 14:11:44 +02:00
Thorsten Sommer
e27cd27dba
Added support for managed custom root certificate bundles ( #784 )
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2026-05-31 18:46:54 +02:00
PaulKoudelka
00b6c98f3b
Merge branch 'main' into chunk-data
2026-05-26 17:19:32 +02:00
Thorsten Sommer
3e6e3bdcbd
Fixed error messages for provider requests ( #778 )
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2026-05-25 17:32:54 +02:00
Thorsten Sommer
8853ea0cfe
Improved transcription error handling ( #773 )
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2026-05-23 11:25:18 +02:00
Sabrina-devops
277309cd19
Added an option to configure the timeout setting for all requests ( #746 )
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Co-authored-by: Thorsten Sommer <SommerEngineering@users.noreply.github.com>
2026-05-21 16:48:34 +02:00
PaulKoudelka
e3cb7e9734
Merge branch 'main' into custom-tokenizer
2026-04-24 12:07:22 +02:00
Thorsten Sommer
247c1b66b9
Added HasModelLoadingCapability to all providers ( #737 ) ( #737 )
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2026-04-16 11:24:22 +02:00
Thorsten Sommer
da62814b2f
Improved error handling for model loading ( #732 )
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2026-04-14 13:39:11 +02:00
Peer Schütt
d494fe4bc7
Chat request refactoring for OpenAI-compatible providers ( #722 )
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2026-04-13 13:33:17 +02:00
PaulKoudelka
e07ca378d4
added functionality to add tokenizer to LLM and embedding models
2026-04-10 18:34:10 +02:00
Peer Schütt
c120502215
Improved additional API parameter validation ( #686 )
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Co-authored-by: Thorsten Sommer <SommerEngineering@users.noreply.github.com>
2026-03-12 12:11:54 +01:00
Thorsten Sommer
6c4507ef82
Improved API key retrieval for local embedding ( #675 )
2026-02-22 15:09:51 +01:00
Paul Koudelka
a8951fe58a
Added embedding API ( #654 )
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Co-authored-by: Thorsten Sommer <SommerEngineering@users.noreply.github.com>
2026-02-20 15:32:54 +01:00
Thorsten Sommer
6150d49997
Fixed Google Gemini model API ( #672 )
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2026-02-20 09:10:53 +01:00
Oliver Kunc
48f8cb3285
Fixed OpenAI Responses API by not discarding whitespace ( #661 )
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Co-authored-by: Thorsten Sommer <SommerEngineering@users.noreply.github.com>
2026-02-13 21:37:36 +01:00
Thorsten Sommer
4cf62672de
Added settings & features for administrators in organizations ( #653 )
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2026-02-07 22:59:41 +01:00
Thorsten Sommer
f84ea772b4
Improved AI server error handling ( #633 )
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2026-01-19 15:50:56 +01:00
Peer Schütt
cc3560fdd2
Added the current date and time to the system prompt. ( #628 )
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Co-authored-by: Thorsten Sommer <SommerEngineering@users.noreply.github.com>
2026-01-18 20:36:04 +01:00
Thorsten Sommer
3abc2bf0f1
Fixed several provider dialog issues ( #629 )
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2026-01-18 17:15:18 +01:00
Thorsten Sommer
529986837e
Implemented the transcription API ( #623 )
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2026-01-11 16:02:28 +01:00
Thorsten Sommer
30197cf507
Added transcription providers ( #619 )
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2026-01-09 12:45:21 +01:00
Thorsten Sommer
878e0f4dc5
Updated Google Gemini base URL ( #616 )
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2026-01-06 10:28:48 +01:00
Thorsten Sommer
e9485ca8ea
Added support for images ( #609 )
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2025-12-30 18:30:32 +01:00
Thorsten Sommer
ed4c7d215a
Refactored file attachments ( #608 )
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2025-12-28 16:50:36 +01:00
Thorsten Sommer
4be5002088
Refactored chat requests ( #607 )
Build and Release / Read metadata (push) Waiting to run
Build and Release / Build app (${{ matrix.dotnet_runtime }}) (-aarch64-apple-darwin, osx-arm64, macos-latest, aarch64-apple-darwin, dmg updater) (push) Blocked by required conditions
Build and Release / Build app (${{ matrix.dotnet_runtime }}) (-aarch64-pc-windows-msvc.exe, win-arm64, windows-latest, aarch64-pc-windows-msvc, nsis updater) (push) Blocked by required conditions
Build and Release / Build app (${{ matrix.dotnet_runtime }}) (-aarch64-unknown-linux-gnu, linux-arm64, ubuntu-22.04-arm, aarch64-unknown-linux-gnu, appimage deb updater) (push) Blocked by required conditions
Build and Release / Build app (${{ matrix.dotnet_runtime }}) (-x86_64-apple-darwin, osx-x64, macos-latest, x86_64-apple-darwin, dmg updater) (push) Blocked by required conditions
Build and Release / Build app (${{ matrix.dotnet_runtime }}) (-x86_64-pc-windows-msvc.exe, win-x64, windows-latest, x86_64-pc-windows-msvc, nsis updater) (push) Blocked by required conditions
Build and Release / Build app (${{ matrix.dotnet_runtime }}) (-x86_64-unknown-linux-gnu, linux-x64, ubuntu-22.04, x86_64-unknown-linux-gnu, appimage deb updater) (push) Blocked by required conditions
Build and Release / Prepare & create release (push) Blocked by required conditions
Build and Release / Publish release (push) Blocked by required conditions
2025-12-28 14:10:20 +01:00
