SENTIMENT DETECTION (utils/sentiment.py)
- Integrate DeepSeek API using OpenAI-compatible SDK to classify each Reddit post
- Detect sentiment from post title + body (first 500 chars) into 8 labels:
sad, happy, angry, mysterious, funny, dramatic, wholesome, scary
- Override in-memory config per post (background_video, background_audio, voice)
- Falls back to 'dramatic' label if DeepSeek API fails or is unavailable
- Can be enabled/disabled via config.toml [deepseek] enabled = true/false
SENTIMENT MAPS (utils/sentiment_map.py)
- BACKGROUND_MAP: maps each sentiment to optimal background video + audio pair
- OPENAI_VOICE_MAP: maps each sentiment to best-fit OpenAI TTS voice
- ELEVENLABS_VOICE_MAP: maps each sentiment to best-fit ElevenLabs voice
(fully mapped to real voices: Adam, George, Harry, Callum, Jessica, Brian, Laura, Matilda)
- All overrides are in-memory only — config.toml is never modified
METADATA GENERATION (utils/sentiment.py)
- Single DeepSeek API call generates both sentiment + social media metadata
- Generates per-platform content:
* YouTube: title (max 70 chars) + full description
* TikTok: caption (max 150 chars) with hashtags
* Instagram: caption with hashtags
* Facebook: caption
* Hashtags: list of relevant tags
- Falls back to basic title-based metadata if DeepSeek fails
- Saves metadata.json inside each video's output folder
RESULTS FOLDER RESTRUCTURE (video_creation/final_video.py)
- Changed output structure from results/{subreddit}/{filename}.mp4
- New structure: results/{actual_subreddit}/{thread_id}_{sentiment}/video.mp4
- Each video now has its own isolated folder containing:
* video.mp4
* metadata.json
* thumbnail.png (if thumbnail generation is enabled)
* OnlyTTS/video.mp4 (if enable_extra_audio is enabled)
SUBREDDIT TRACKING (reddit/subreddit.py)
- Added thread_subreddit field to reddit_object using submission.subreddit.display_name
- Posts from r/AmItheAsshole now save to results/AmItheAsshole/
- Posts from r/tifu now save to results/tifu/
- Posts from r/confession now save to results/confession/
- Previously all posts were grouped under the combined subreddit string
PIPELINE INTEGRATION (main.py)
- Added apply_sentiment_config() call between post fetching and video generation
- Sentiment detection runs before TTS and background selection
- Controlled by settings.config['deepseek']['enabled'] flag
CONFIG CHANGES (config.toml + utils/.config.template.toml)
- Added [deepseek] section with api_key and enabled fields
- elevenlabs_voice_name changed from optional=false to optional=true
- Prevents prompt appearing when ElevenLabs is not the selected TTS provider
Abdessamad Haddouche
af0940045c