Files
reflector/server/env.example
Mathieu Virbel 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

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#
# This file serve as an example of possible configuration
# All the settings are described here: reflector/settings.py
#
## =======================================================
## User authentication
## =======================================================
## Using jwt/authentik
AUTH_BACKEND=jwt
AUTH_JWT_AUDIENCE=
## =======================================================
## Transcription backend
##
## Check reflector/processors/audio_transcript_* for the
## full list of available transcription backend
## =======================================================
## Using local whisper
#TRANSCRIPT_BACKEND=whisper
#WHISPER_MODEL_SIZE=tiny
## Using serverless modal.com (require reflector-gpu-modal deployed)
#TRANSCRIPT_BACKEND=modal
#TRANSCRIPT_URL=https://xxxxx--reflector-transcriber-web.modal.run
#TRANSLATE_URL=https://xxxxx--reflector-translator-web.modal.run
#TRANSCRIPT_MODAL_API_KEY=xxxxx
TRANSCRIPT_BACKEND=modal
TRANSCRIPT_URL=https://monadical-sas--reflector-transcriber-web.modal.run
TRANSCRIPT_MODAL_API_KEY=***REMOVED***
## =======================================================
## Transcription backend
##
## Only available in modal atm
## =======================================================
TRANSLATE_URL=https://monadical-sas--reflector-translator-web.modal.run
## =======================================================
## LLM backend
##
## Responsible for titles and short summary
## Check reflector/llm/* for the full list of available
## llm backend implementation
## =======================================================
## Using serverless modal.com (require reflector-gpu-modal deployed)
LLM_BACKEND=modal
LLM_URL=https://monadical-sas--reflector-llm-web.modal.run
LLM_MODAL_API_KEY=***REMOVED***
ZEPHYR_LLM_URL=https://monadical-sas--reflector-llm-zephyr-web.modal.run
## Using OpenAI
#LLM_BACKEND=openai
#LLM_OPENAI_KEY=xxx
#LLM_OPENAI_MODEL=gpt-3.5-turbo
## Using GPT4ALL
#LLM_BACKEND=openai
#LLM_URL=http://localhost:4891/v1/completions
#LLM_OPENAI_MODEL="GPT4All Falcon"
## Default LLM MODEL NAME
#DEFAULT_LLM=lmsys/vicuna-13b-v1.5
## Cache directory to store models
CACHE_DIR=data
## =======================================================
## Summary LLM configuration
## =======================================================
## Context size for summary generation (tokens)
SUMMARY_LLM_CONTEXT_SIZE_TOKENS=16000
SUMMARY_LLM_URL=
SUMMARY_LLM_API_KEY=sk-
SUMMARY_MODEL=
## =======================================================
## Diarization
##
## Only available on modal
## To allow diarization, you need to expose expose the files to be dowloded by the pipeline
## =======================================================
DIARIZATION_ENABLED=false
DIARIZATION_URL=https://monadical-sas--reflector-diarizer-web.modal.run
## =======================================================
## Sentry
## =======================================================
## Sentry DSN configuration
#SENTRY_DSN=