Run the full Semantica semantic extraction pipeline on a file or selected text — NER, relations, events, coreference resolution, triplets…
Trace data lineage, source attribution, audit trails, and provenance assertions in Semantica graphs.
Visualize the Semantica knowledge graph — topology, centrality, communities, paths, embeddings, decision insights, and temporal evolution.
Local text-to-speech via sherpa-onnx (offline, no cloud)
Reference-free preference alignment, simpler than DPO.
RL post-training for LLMs with Megatron and SGLang.
Audio spectrograms/features (mel, chroma, MFCC) via CLI.
Text-to-image generation, inpainting, and img2img.
Audit PostHog survey SDK features and version requirements
TRL: SFT, DPO, GRPO, RLOO reward modeling for LLM RLHF.
Unsloth: 2-5x faster LoRA/QLoRA fine-tuning, less VRAM.
Transcribe and translate speech in 99 languages.
Use when packaging code, datasets, configs, and deployment evidence for a KDD paper, where the repository cited in the submission is the…
Use when deciding whether a project belongs at KDD and in which track — Research vs Applied Data Science vs Datasets and Benchmarks vs AI…
List, inspect, enable, disable, and resync Kibana Streams via the REST API.
Set up observability for Klaviyo integrations with metrics, traces,
Control camera movements in Kling AI video generation.
Implement content policy compliance for Kling AI prompts and outputs.
Set up logging and debugging for Kling AI API integrations.
Create your first Kling AI video generation with a minimal working example.
Apply artistic styles and visual effects to Kling AI video generation.