Ecosystem & Integrations Directory
Official adapters, vector store integrations, LLM runtime drivers, cloud storage backends, and community extensions for the NeuronScope AI Engineering Platform.
- PyTorch & Transformersofficial
Native hooks for torch.nn.Module, FSDP, DeepSpeed, and HuggingFace AutoModels.
- JAX / Flax Adapterofficial
Trace-based observer for Flax modules, Equinox, and JIT compilation boundaries.
- OpenAI & Anthropic APIsofficial
Endpoint adapters capturing prompt tokens, completions, context, and cost.
- vLLM & TGI Driversofficial
High-throughput inference engine adapter with token rate and latency profiling.
- Pinecone Integrationofficial
Vector database index fingerprinting and similarity retrieval score tracking.
- Qdrant Integrationofficial
Payload-aware vector collection adapter with chunk relevance scoring.
- ChromaDB Adapterofficial
Local and cloud Chroma vector store wrapper for RAG observability.
- Rust Core SDKofficial
High-performance Rust crate for zero-copy .nsz telemetry parsing.
- Python Core SDKofficial
Primary Python SDK (ns) for platform initialization and scope tracking.
- S3 & GCS Storageofficial
Direct zero-copy streaming of .nsz telemetry artifacts to cloud object stores.
- GitHub Actions CIofficial
Automated regression evaluation and quality gating for pull requests.