17-Facet AI & Agentic Capability Catalog
Separates model providers, weights, repositories, CPU/cloud runtimes, time-series foundation models, 3D/multimodal models, agent SDKs vs orchestrators vs managed services, 7-stage RAG, DSPy optimizers, MCP + A2A protocols, guardrails, tracing vs evaluation, memory policies vs vector/SQL substrates, and durable execution.
All 17 Facets (187) agent_development_orchestration ai_security_and_guardrails automation_ipaas_dag_durable embeddings_and_rerankers evaluation_and_regression_testing llm_frontier_cloud llm_open_weights_cloud memory_behavior_policies multimodal_vision_audio_3d observability_tracing_monitoring programmatic_prompt_workflow_optimization protocols_mcp_and_a2a rag_context_pipeline slm_cpu_edge_quantized team_simulation_provenance timeseries_foundation_models vector_and_transactional_storage
| Component & Publisher | Primary Facet | Capability Tags | Blast & SPDX | Deployment Modes |
|---|---|---|---|---|
| LlamaIndex Core LlamaIndex · rag_component |
rag_context_pipeline |
ingestionchunkingindexingretrieval | A2 · MIT |
self_hosted, cloud_api |
| deepset Haystack 2 deepset · rag_component |
rag_context_pipeline |
typed_dag_pipelinesretrievalrerankingcontext_assembly | A2 · Apache-2.0 |
self_hosted, cloud_api |
| RAGFlow InfiniFlow · rag_component |
rag_context_pipeline |
deep_doc_parsingchunkingcitation_grounding | B1 · Apache-2.0 |
self_hosted |
| Microsoft GraphRAG Microsoft · rag_component |
rag_context_pipeline |
entity_community_indexingglobal_sensemaking_retrieval | B1 · MIT |
self_hosted, cloud_api |
| Unstructured Unstructured.io · rag_component |
rag_context_pipeline |
ingestionparsingelement_partitioning | A2 · Apache-2.0 |
self_hosted, cloud_api |
| LangChain Retrieval & Loaders LangChain · rag_component |
rag_context_pipeline |
ingestionchunkingretrievalcontext_assembly | A2 · MIT |
self_hosted |
| EmbedChain Mem0 / EmbedChain · rag_component |
rag_context_pipeline |
quick_ingestionindexing | A2 · Apache-2.0 |
self_hosted |
| Chonkie Semantic & Token Chunker Chonkie · rag_component |
rag_context_pipeline |
chunkingzero_bloat_cpu | A1 · MIT |
cpu_edge |
| Marker PDF-to-Markdown VikParuchuri / Datalab · rag_component |
rag_context_pipeline |
parsingequation_table_markdown | A1 · GPL-3.0 |
cpu_edge, self_hosted |
| bm25s (Scipy Sparse Lexical) xhluca · rag_component |
rag_context_pipeline |
indexingretrieval500_qps_cpu | A1 · MIT |
cpu_edge |