Commit Graph

90 Commits

Author SHA1 Message Date
9dfd76996f fix: file pipeline status reporting and websocket updates (#589)
* feat: use file pipeline for upload and reprocess action

* fix: make file pipeline correctly report status events

* fix: duplication of transcripts_controller

* fix: tests

* test: fix file upload test

* test: fix reprocess

* fix: also patch from main_file_pipeline

(how patch is done is dependent of file import unfortunately)
2025-08-29 00:58:14 -06:00
Igor Loskutov
124ce03bf8 fix: Igor/evaluation (#575)
* fix: impossible import error (#563)

* evaluation cli - database events experiment

* hallucinations

* evaluation - unhallucinate

* evaluation - unhallucinate

* roll back reliability link

* self reviewio

* lint

* self review

* add file pipeline to cli

* add file pipeline to cli + sorting

* remove cli tests

* remove ai comments

* comments
2025-08-28 12:07:34 -04:00
Igor Loskutov
d70beee51b fix: include shared rooms to search (#558)
* include shared rooms to search

* tests vibe

* tests vibe

* tests vibe

* tests vibe

* tests vibe

* tests vibe

* tests vibe

* remove tests, thats too much
2025-08-21 14:52:29 -04:00
3ea7f6b7b6 feat: pipeline improvement with file processing, parakeet, silero-vad (#540)
* feat: improve pipeline threading, and transcriber (parakeet and silero vad)

* refactor: remove whisperx, implement parakeet

* refactor: make audio_chunker more smart and wait for speech, instead of fixed frame

* refactor: make audio merge to always downscale the audio to 16k for transcription

* refactor: make the audio transcript modal accepting batches

* refactor: improve type safety and remove prometheus metrics

- Add DiarizationSegment TypedDict for proper diarization typing
- Replace List/Optional with modern Python list/| None syntax
- Remove all Prometheus metrics from TranscriptDiarizationAssemblerProcessor
- Add comprehensive file processing pipeline with parallel execution
- Update processor imports and type annotations throughout
- Implement optimized file pipeline as default in process.py tool

* refactor: convert FileDiarizationProcessor I/O types to BaseModel

Update FileDiarizationInput and FileDiarizationOutput to inherit from
BaseModel instead of plain classes, following the standard pattern
used by other processors in the codebase.

* test: add tests for file transcript and diarization with pytest-recording

* build: add pytest-recording

* feat: add local pyannote for testing

* fix: replace PyAV AudioResampler with torchaudio for reliable audio processing

- Replace problematic PyAV AudioResampler that was causing ValueError: [Errno 22] Invalid argument
- Use torchaudio.functional.resample for robust sample rate conversion
- Optimize processing: skip conversion for already 16kHz mono audio
- Add direct WAV writing with Python wave module for better performance
- Consolidate duplicate downsample checks for cleaner code
- Maintain list[av.AudioFrame] input interface
- Required for Silero VAD which needs 16kHz mono audio

* fix: replace PyAV AudioResampler with torchaudio solution

- Resolves ValueError: [Errno 22] Invalid argument in AudioMergeProcessor
- Replaces problematic PyAV AudioResampler with torchaudio.functional.resample
- Optimizes processing to skip unnecessary conversions when audio is already 16kHz mono
- Uses direct WAV writing with Python's wave module for better performance
- Fixes test_basic_process to disable diarization (pyannote dependency not installed)
- Updates test expectations to match actual processor behavior
- Removes unused pydub dependency from pyproject.toml
- Adds comprehensive TEST_ANALYSIS.md documenting test suite status

* feat: add parameterized test for both diarization modes

- Adds @pytest.mark.parametrize to test_basic_process with enable_diarization=[False, True]
- Test with diarization=False always passes (tests core AudioMergeProcessor functionality)
- Test with diarization=True gracefully skips when pyannote.audio is not installed
- Provides comprehensive test coverage for both pipeline configurations

* fix: resolve pipeline property naming conflict in AudioDiarizationPyannoteProcessor

- Renames 'pipeline' property to 'diarization_pipeline' to avoid conflict with base Processor.pipeline attribute
- Fixes AttributeError: 'property 'pipeline' object has no setter' when set_pipeline() is called
- Updates property usage in _diarize method to use new name
- Now correctly supports pipeline initialization for diarization processing

* fix: add local for pyannote

* test: add diarization test

* fix: resample on audio merge now working

* fix: correctly restore timestamp

* fix: display exception in a threaded processor if that happen

* Update pyproject.toml

* ci: remove option

* ci: update astral-sh/setup-uv

* test: add monadical url for pytest-recording

* refactor: remove previous version

* build: move faster whisper to local dep

* test: fix missing import

* refactor: improve main_file_pipeline organization and error handling

- Move all imports to the top of the file
- Create unified EmptyPipeline class to replace duplicate mock pipeline code
- Remove timeout and fallback logic - let processors handle their own retries
- Fix error handling to raise any exception from parallel tasks
- Add proper type hints and validation for captured results

* fix: wrong function

* fix: remove task_done

* feat: add configurable file processing timeouts for modal processors

- Add TRANSCRIPT_FILE_TIMEOUT setting (default: 600s) for file transcription
- Add DIARIZATION_FILE_TIMEOUT setting (default: 600s) for file diarization
- Replace hardcoded timeout=600 with configurable settings in modal processors
- Allows customization of timeout values via environment variables

* fix: use logger

* fix: worker process meetings now use file pipeline

* fix: topic not gathered

* refactor: remove prepare(), pipeline now work

* refactor: implement many review from Igor

* test: add test for test_pipeline_main_file

* refactor: remove doc

* doc: add doc

* ci: update build to use native arm64 builder

* fix: merge fixes

* refactor: changes from Igor review + add test (not by default) to test gpu modal part

* ci: update to our own runner linux-amd64

* ci: try using suggested mode=min

* fix: update diarizer for latest modal, and use volume

* fix: modal file extension detection

* fix: put the diarizer as A100
2025-08-20 20:07:19 -06:00
Igor Loskutov
009590c080 feat: search frontend (#551)
* feat: better highlight

* feat(search): add long_summary to search vector for improved search results

- Update search vector to include long_summary with weight B (between title A and webvtt C)
- Modify SearchController to fetch long_summary and prioritize its snippets
- Generate snippets from long_summary first (max 2), then from webvtt for remaining slots
- Add comprehensive tests for long_summary search functionality
- Create migration to update search_vector_en column in PostgreSQL

This improves search quality by including summarized content which often contains
key topics and themes that may not be explicitly mentioned in the transcript.

* fix: address code review feedback for search enhancements

- Fix test file inconsistencies by removing references to non-existent model fields
  - Comment out tests for unimplemented features (room_ids, status filters, date ranges)
  - Update tests to only use currently available fields (room_id singular, no room_name/processing_status)
  - Mark future functionality tests with @pytest.mark.skip

- Make snippet counts configurable
  - Add LONG_SUMMARY_MAX_SNIPPETS constant (default: 2)
  - Replace hardcoded value with configurable constant

- Improve error handling consistency in WebVTT parsing
  - Use different log levels for different error types (debug for malformed, warning for decode, error for unexpected)
  - Add catch-all exception handler for unexpected errors
  - Include stack trace for critical errors

All existing tests pass with these changes.

* fix: correct datetime test to include required duration field

* feat: better highlight

* feat: search room names

* feat: acknowledge deleted room

* feat: search filters fix and rank removal

* chore: minor refactoring

* feat: better matches frontend

* chore: self-review (vibe)

* chore: self-review WIP

* chore: self-review WIP

* chore: self-review WIP

* chore: self-review WIP

* chore: self-review WIP

* chore: self-review WIP

* chore: self-review WIP

* remove swc (vibe)

* search url query sync (vibe)

* search url query sync (vibe)

* better casts and cap while

* PR review + simplify frontend hook

* pr: remove search db timeouts

* cleanup tests

* tests cleanup

* frontend cleanup

* index declarations

* refactor frontend (self-review)

* fix search pagination

* clear "x" for search input

* pagination max pages fix

* chore: cleanup

* cleanup

* cleanup

* cleanup

* cleanup

* cleanup

* cleanup

* cleanup

* lockfile

* pr review
2025-08-20 20:56:45 -04:00
b9d891d342 feat: delete recording with transcript (#547)
* Delete recording with transcript

* Delete confirmation dialog

* Use aws storage abstraction for recording deletion

* Test recording deleted with transcript

* Use get transcript storage

* Fix the test

* Add env vars for recording storage
2025-08-14 20:45:30 +02:00
9eab952c63 feat: postgresql migration and removal of sqlite in pytest (#546)
* feat: remove support of sqlite, 100% postgres

* fix: more migration and make datetime timezone aware in postgres

* fix: change how database is get, and use contextvar to have difference instance between different loops

* test: properly use client fixture that handle lifetime/database connection

* fix: add missing client fixture parameters to test functions

This commit fixes NameError issues where test functions were trying to use
the 'client' fixture but didn't have it as a parameter. The changes include:

1. Added 'client' parameter to test functions in:
   - test_transcripts_audio_download.py (6 functions including fixture)
   - test_transcripts_speaker.py (3 functions)
   - test_transcripts_upload.py (1 function)
   - test_transcripts_rtc_ws.py (2 functions + appserver fixture)

2. Resolved naming conflicts in test_transcripts_rtc_ws.py where both HTTP
   client and StreamClient were using variable name 'client'. StreamClient
   instances are now named 'stream_client' to avoid conflicts.

3. Added missing 'from reflector.app import app' import in rtc_ws tests.

Background: Previously implemented contextvars solution with get_database()
function resolves asyncio event loop conflicts in Celery tasks. The global
client fixture was also created to replace manual AsyncClient instances,
ensuring proper FastAPI application lifecycle management and database
connections during tests.

All tests now pass except for 2 pre-existing RTC WebSocket test failures
related to asyncpg connection issues unrelated to these fixes.

* fix: ensure task are correctly closed

* fix: make separate event loop for the live server

* fix: make default settings pointing at postgres

* build: remove pytest-docker deps out of dev, just tests group
2025-08-14 11:40:52 -06:00
Igor Loskutov
6fb5cb21c2 feat: search backend (#537)
* docs: transient docs

* chore: cleanup

* webvtt WIP

* webvtt field

* chore: webvtt tests comments

* chore: remove useless tests

* feat: search TASK.md

* feat: full text search by title/webvtt

* chore: search api task

* feat: search api

* feat: search API

* chore: rm task md

* chore: roll back unnecessary validators

* chore: pr review WIP

* chore: pr review WIP

* chore: pr review

* chore: top imports

* feat: better lint + ci

* feat: better lint + ci

* feat: better lint + ci

* feat: better lint + ci

* chore: lint

* chore: lint

* fix: db datetime definitions

* fix: flush() params

* fix: update transcript mutability expectation / test

* fix: update transcript mutability expectation / test

* chore: auto review

* chore: new controller extraction

* chore: new controller extraction

* chore: cleanup

* chore: review WIP

* chore: pr WIP

* chore: remove ci lint

* chore: openapi regeneration

* chore: openapi regeneration

* chore: postgres test doc

* fix: .dockerignore for arm binaries

* fix: .dockerignore for arm binaries

* fix: cap test loops

* fix: cap test loops

* fix: cap test loops

* fix: get_transcript_topics

* chore: remove flow.md docs and claude guidance

* chore: remove claude.md db doc

* chore: remove claude.md db doc

* chore: remove claude.md db doc

* chore: remove claude.md db doc
2025-08-13 10:03:38 -04:00
dc177af3ff feat: implement service-specific Modal API keys with auto processor pattern (#528)
* fix: refactor modal API key configuration for better separation of concerns

- Split generic MODAL_API_KEY into service-specific keys:
  - TRANSCRIPT_API_KEY for transcription service
  - DIARIZATION_API_KEY for diarization service
  - TRANSLATE_API_KEY for translation service
- Remove deprecated *_MODAL_API_KEY settings
- Add proper validation to ensure URLs are set when using modal processors
- Update README with new configuration format

BREAKING CHANGE: Configuration keys have changed. Update your .env file:
- TRANSCRIPT_MODAL_API_KEY → TRANSCRIPT_API_KEY
- LLM_MODAL_API_KEY → (removed, use TRANSCRIPT_API_KEY)
- Add DIARIZATION_API_KEY and TRANSLATE_API_KEY if using those services

* fix: update Modal backend configuration to use service-specific API keys

- Changed from generic MODAL_API_KEY to service-specific keys:
  - TRANSCRIPT_MODAL_API_KEY for transcription
  - DIARIZATION_MODAL_API_KEY for diarization
  - TRANSLATION_MODAL_API_KEY for translation
- Updated audio_transcript_modal.py and audio_diarization_modal.py to use modal_api_key parameter
- Updated documentation in README.md, CLAUDE.md, and env.example

* feat: implement auto/modal pattern for translation processor

- Created TranscriptTranslatorAutoProcessor following the same pattern as transcript/diarization
- Created TranscriptTranslatorModalProcessor with TRANSLATION_MODAL_API_KEY support
- Added TRANSLATION_BACKEND setting (defaults to "modal")
- Updated all imports to use TranscriptTranslatorAutoProcessor instead of TranscriptTranslatorProcessor
- Updated env.example with TRANSLATION_BACKEND and TRANSLATION_MODAL_API_KEY
- Updated test to expect TranscriptTranslatorModalProcessor name
- All tests passing

* refactor: simplify transcript_translator base class to match other processors

- Moved all implementation from base class to modal processor
- Base class now only defines abstract _translate method
- Follows the same minimal pattern as audio_diarization and audio_transcript base classes
- Updated test mock to use _translate instead of get_translation
- All tests passing

* chore: clean up settings and improve type annotations

- Remove deprecated generic API key variables from settings
- Add comments to group Modal-specific settings
- Improve type annotations for modal_api_key parameters

* fix: typing

* fix: passing key to openai

* test: fix rtc test failing due to change on transcript

It also correctly setup database from sqlite, in case our configuration
is setup to postgres.

* ci: deactivate translation backend by default

* test: fix modal->mock

* refactor: implementing igor review, mock to passthrough
2025-08-04 12:07:30 -06:00
28ac031ff6 feat: use llamaindex everywhere (#525)
* feat: use llamaindex for transcript final title too

* refactor: removed llm backend, replaced with one single class+llamaindex

* refactor: self-review

* fix: typing

* fix: tests

* refactor: extract clean_title and add tests

* test: fix

* test: remove ensure_casing/nltk

* fix: tiny mistake
2025-08-01 12:13:00 -06:00
f5b82d44e3 style: use ruff for linting and formatting (#524) 2025-07-31 17:57:43 -06:00
406164033d feat: new summary using phi-4 and llama-index (#519)
* feat: add litellm backend implementation

* refactor: improve generate/completion methods for base LLM

* refactor: remove tokenizer logic

* style: apply code formatting

* fix: remove hallucinations from LLM responses

* refactor: comprehensive LLM and summarization rework

* chore: remove debug code

* feat: add structured output support to LiteLLM

* refactor: apply self-review improvements

* docs: add model structured output comments

* docs: update model structured output comments

* style: apply linting and formatting fixes

* fix: resolve type logic bug

* refactor: apply PR review feedback

* refactor: apply additional PR review feedback

* refactor: apply final PR review feedback

* fix: improve schema passing for LLMs without structured output

* feat: add PR comments and logger improvements

* docs: update README and add HTTP logging

* feat: improve HTTP logging

* feat: add summary chunking functionality

* fix: resolve title generation runtime issues

* refactor: apply self-review improvements

* style: apply linting and formatting

* feat: implement LiteLLM class structure

* style: apply linting and formatting fixes

* docs: env template model name fix

* chore: remove older litellm class

* chore: format

* refactor: simplify OpenAILLM

* refactor: OpenAILLM tokenizer

* refactor: self-review

* refactor: self-review

* refactor: self-review

* chore: format

* chore: remove LLM_USE_STRUCTURED_OUTPUT from envs

* chore: roll back migration lint changes

* chore: roll back migration lint changes

* fix: make summary llm configuration optional for the tests

* fix: missing f-string

* fix: tweak the prompt for summary title

* feat: try llamaindex for summarization

* fix: complete refactor of summary builder using llamaindex and structured output when possible

* fix: separate prompt as constant

* fix: typings

* fix: enhance prompt to prevent mentioning others subject while summarize one

* fix: various changes after self-review

* fix: from igor review

---------

Co-authored-by: Igor Loskutov <igor.loskutoff@gmail.com>
2025-07-31 15:29:29 -06:00
Igor Loskutov
27b43d85ab feat: Diarization cli (#509)
* diarisation cli

* feat: s3 upload for modal diarisation cli call

* chore: cleanup

* chore: s3 cleanup improvement

* chore: lint

* chore: cleanup

* chore: cleanup

* chore: cleanup

* chore: cleanup
2025-07-25 16:24:06 -04:00
2a2af5fff2 fix: remove fief out of the source code (#502)
* fix: remove fief out of the source code

* fix: remove corresponding test about migration
2025-07-21 21:09:05 -06:00
86ce68651f build: move to uv (#488)
* build: move to uv

* build: add packages declaration

* build: move to python 3.12, as sentencespiece does not work on 3.13

* ci: remove pre-commit check, will be done in another branch.

* ci: fix name checkout

* ci: update lock and dockerfile

* test: remove event_loop, not needed in python 3.12

* test: updated test due to av returning AudioFrame with 4096 samples instead of 1024

* build: prevent using fastapi cli, because there is no way to set default port

I don't want to pass --port 1250 every time, so back on previous
approach. I deactivated auto-reload for production.

* ci: remove main.py

* test: fix quirck with httpx
2025-07-16 18:10:11 -06:00
5267ab2d37 feat: retake summary using NousResearch/Hermes-3-Llama-3.1-8B model (#415)
This feature a new modal endpoint, and a complete new way to build the
summary.

## SummaryBuilder

The summary builder is based on conversational model, where an exchange
between the model and the user is made. This allow more context
inclusion and a better respect of the rules.

It requires an endpoint with OpenAI-like completions endpoint
(/v1/chat/completions)

## vLLM Hermes3

Unlike previous deployment, this one use vLLM, which gives OpenAI-like
completions endpoint out of the box. It could also handle guided JSON
generation, so jsonformer is not needed. But, the model is quite good to
follow JSON schema if asked in the prompt.

## Conversion of long/short into summary builder

The builder is identifying participants, find key subjects, get a
summary for each, then get a quick recap.

The quick recap is used as a short_summary, while the markdown including
the quick recap + key subjects + summaries are used for the
long_summary.

This is why the nextjs component has to be updated, to correctly style
h1 and keep the new line of the markdown.
2024-09-14 02:28:38 +02:00
873cbb0a42 fix: user migration confusion with user_id (#401)
+ added tests
2024-09-03 22:07:36 +02:00
03561453c5 feat: Monadical SSO as replacement of Fief (#393)
* sso: first pass for integrating SSO

still have issue on refreshing
maybe customize the login page, or completely avoid it
make 100% to understand how session server/client are working
need to test with different configuration option (features flags and
requireLogin)

* sso: correctly handle refresh token, with pro-active refresh

Going on interceptors make extra calls to reflector when 401.
We need then to circle back with NextJS backend to update the jwt,
session, then retry the failed request.

I prefered to go pro-active, and ensure the session AND jwt are always
up to date.

A minute before the expiration, we'll try to refresh it. useEffect() of
NextJS cannot be asynchronous, so we cannot wait for the token to be
refreshed.

Every 20s, a minute before the expiration (so 3x in total max) we'll try
to renew. When the accessToken is renewed, the session is updated, and
dispatching up to the client, which updates the useApi().

Therefore, no component will left without a incorrect token.

* fixes: issue with missing key on react-select-search because the default value is undefined

* sso: fixes login/logout button, and avoid seeing the login with authentik page when clicking

* sso: ensure /transcripts/new is not behind protected page, and feature flags page are honored

* sso: fixes user sub->id

* fixes: remove old layout not used

* fixes: set default NEXT_PUBLIC_SITE_URL as localhost

* fixes: removing fief again due to merge with main

* sso: ensure session is always ready before doing any action

* sso: add migration from fief to jwt in server, only from transcripts list

* fixes: user tests

* fixes: compilation issues
2024-09-03 19:27:15 +02:00
9b36adedae Fix broken test 2024-07-19 12:30:01 +02:00
fa6467c5ae Merge pull request #375 from Monadical-SAS/restart-processing
Restart processing
2024-07-19 12:00:30 +02:00
68be967e66 Don't request permission for file upload 2024-07-18 15:18:36 +02:00
562f2c94f9 Restart processing 2024-07-18 11:34:42 +02:00
df5b735959 Chunked filed upload 2024-07-15 11:25:47 +02:00
42bdabbc1b Merge pull request #335 from Monadical-SAS/sara/UI-improvements
Sara/UI improvements & fix transcript deletion
2024-05-28 12:28:50 +02:00
projects-g
72b22d1005 Update all modal deployments and change seamless configuration due to changes in src repo (#353)
* update all modal deployments and change seamless configuration due to change in src repo

* add fixture
2024-04-16 21:12:24 +05:30
Sara
6fe61cd5e3 fix transcript delete 2024-01-13 18:27:12 +01:00
eba60b7de4 Merge branch 'main' into feat-api-speaker-reassignment 2023-12-15 11:14:19 +01:00
a15a63bc8d server: add reviewed field in transcript 2023-12-13 15:42:17 +01:00
6585002dfa tests/upload: use shorter audio 2023-12-13 12:09:56 +01:00
f7f67521fc server: try reconcile both tests webrtc and upload with celery worker 2023-12-13 11:25:46 +01:00
e5e1b70213 server: include endpoint to upload a audio/video file 2023-12-12 20:39:15 +01:00
37b11fdcb8 server: allow reassign speaker range using participant_id 2023-12-12 10:57:21 +01:00
d790308ec7 server: add an endpoint to merge speaker 2023-12-11 19:56:24 +01:00
07b29d42a7 server: add topic duration, and endpoint for getting words group per speaker on a topic 2023-12-11 19:46:05 +01:00
6f3d7df507 server: add API to reassign speakers, and get topics with words 2023-12-06 16:41:18 +01:00
7ac6d25217 server: add participant API
Also break out views into different files for easier reading
2023-11-30 19:13:37 +01:00
3ebb21923b server: enhance diarization algorithm 2023-11-29 20:34:43 +01:00
99b973f36f server: fix tests 2023-11-22 14:41:40 +01:00
5ffa931822 server: update backend tests results (rpc does not work with chords) 2023-11-22 14:41:40 +01:00
Sara
a846e38fbd fix waveform in pipeline 2023-11-17 13:38:32 +01:00
Sara
1fc261a669 try to move waveform to pipeline 2023-11-15 20:30:00 +01:00
e18a7c8d4e server: correctly save duration, when filewriter is finished 2023-11-11 01:00:09 +01:00
14946921f3 server: add support for HEAD route on audio mp3 2023-11-10 14:41:21 +01:00
b9149d6e68 server: ensure retry works even with 303 redirection 2023-11-02 21:00:14 +01:00
eb76cd9bcd server/www: rename topic text field to transcript
This aleviate the current issue with vercel deployment
2023-11-02 19:59:56 +01:00
4da890b95f server: add dummy diarization and fixes instanciation 2023-11-02 17:39:21 +01:00
d8a842f099 server: full diarization processor implementation based on gokul app 2023-11-02 17:39:21 +01:00
07c4d080c2 server: refactor with diarization, logic works 2023-11-02 17:39:21 +01:00
f4cffc0e66 server: add tests on segmentation and fix issue with speaker 2023-11-02 17:39:21 +01:00
6d074ed457 www: update frontend to support new transcript format in topics 2023-11-02 17:39:21 +01:00