{"id":"nomic-embed--nomic-ai","name":"Nomic Embed","url":"https://huggingface.co/nomic-ai/nomic-embed-text-v1.5","page":"https://mrpeppersdev.github.io/agent-infrastructure-landscape/systems/nomic-embed--nomic-ai","family":"data","section":"Embedding & reranker services","sections":["Embedding & reranker services"],"tier":2,"last_verified_at":"2026-10-29","lifecycle":{"status":"active","severity":0,"note":null},"taxonomy":null,"cells":{"type":{"value":"Open embedding + atlas","citation":"https://www.nomic.ai/embed","status":"real-data","tier":"T2","source_class":"vendor"},"desc":{"value":"Nomic's open-weight embedding models (nomic-embed-text-v1.5, nomic-embed-vision), distributed on Hugging Face. Nomic itself has pivoted to domain-specific agents for architecture, engineering and construction firms (Nomic Platform, Agent API); the nomic.ai/embed page is gone.","citation":"https://www.nomic.ai/","status":"real-data","tier":"T2","source_class":"vendor"},"claims":{"value":"Nomic seed-funded; open weights + Apache-licensed.","citation":"https://www.nomic.ai/embed","status":"real-data","tier":"T2","source_class":"vendor"},"modalities":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"created":{"value":"2024","citation":"https://www.nomic.ai/embed","status":"real-data","tier":"T2","last_verified_at":"2026-05-12","source_class":"vendor"},"latest-release":{"value":"v3.9.0 (2025-11-11) — nomic (PyPI)","citation":"https://pypi.org/project/nomic/","status":"real-data","tier":"T2","last_verified_at":"2026-10-27","source_class":"registry"},"license":{"value":"Apache-2.0","citation":"https://huggingface.co/nomic-ai/nomic-embed-text-v1.5","status":"real-data","tier":"T2","source_class":"vendor"},"gh":{"value":"nomic-ai/nomic — ~1.9k stars, last commit 2025-11","citation":"https://github.com/nomic-ai/nomic","status":"real-data","tier":"T1","last_verified_at":"2026-10-27","source_class":"repo"},"mindshare":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","last_verified_at":"2026-05-12","source_class":"vendor"},"citations":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","last_verified_at":"2026-05-12","source_class":"vendor"},"funding":{"value":"$17M Series A 2023-07 (Coatue led); embeddings + Atlas visualization.","citation":"https://blog.nomic.ai/posts/series-a-funding","status":"real-data","tier":"T2","last_verified_at":"2026-05-12","source_class":"vendor"},"customers":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"pricing":{"value":"Open weights free; Nomic platform Free, Individual $20/month, Business $40/user/month (25-seat minimum, includes Agent API), Enterprise custom","citation":"https://www.nomic.ai/pricing","status":"real-data","tier":"T2","source_class":"vendor"},"compliance":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"data-handling":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"deployment":{"value":"Both (self-hosted + managed cloud) — Apache-2.0 open weights on Hugging Face; hosted models via Nomic Agent API (Business/Enterprise)","citation":"https://www.nomic.ai/pricing","status":"real-data","tier":"T2","source_class":"vendor"},"hq":{"value":"New York, NY, USA.","citation":"https://www.nomic.ai/about","status":"real-data","tier":"T2","source_class":"vendor"},"founders":{"value":"Brandon Duderstadt (CEO), Andriy Mulyar; founded 2022 (NYC).","citation":"https://www.nomic.ai/about","status":"real-data","tier":"T2","source_class":"vendor"},"volume":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"perf":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"repro":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"code-release":{"value":"Stale — last commit 2025-03 · 787★","citation":"https://github.com/nomic-ai/contrastors","status":"real-data","tier":"T1","source_class":"repo"},"api-surface":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"latency":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"throughput":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"backend-storage":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"multi-tenancy":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"encryption":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"sso-rbac":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"embedding-model":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"consistency":{"value":"not applicable — not a memory product","citation":null,"status":"not-applicable","tier":"T3"},"versioning":{"value":"not applicable — not a memory product","citation":null,"status":"not-applicable","tier":"T3"},"tombstoning":{"value":"not applicable — not a memory product","citation":null,"status":"not-applicable","tier":"T3"},"schema-evolution":{"value":"not applicable — not a memory product","citation":null,"status":"not-applicable","tier":"T3"},"namespace":{"value":"not applicable — not a memory product","citation":null,"status":"not-applicable","tier":"T3"},"contradiction":{"value":"not applicable — not a memory product","citation":null,"status":"not-applicable","tier":"T3"},"forgetting":{"value":"not applicable — not a memory product","citation":null,"status":"not-applicable","tier":"T3"},"mcp-support":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"a2a-support":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"otel":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"webhooks":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"import-export":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"integration-count":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"orchestration":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"programmatic-control":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"vendor-benchmarks":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","last_verified_at":"2026-05-12","source_class":"vendor"},"pricing-specifics":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"agent-abstraction":{"value":"not applicable — wrong section","citation":null,"status":"not-applicable","tier":"T3"},"memory-primitives":{"value":"not applicable — wrong section","citation":null,"status":"not-applicable","tier":"T3"},"llm-lock":{"value":"not applicable — wrong section","citation":null,"status":"not-applicable","tier":"T3"},"runtimes":{"value":"not applicable — wrong section","citation":null,"status":"not-applicable","tier":"T3"},"session-handling":{"value":"not applicable — wrong section","citation":null,"status":"not-applicable","tier":"T3"},"validated-verticals":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"time-to-running":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"anti-fit":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"optimised-for":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"adjacent-infrastructure":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"pros":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"cons":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"links":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"obs-langsmith":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-opentelemetry":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-datadog":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-helicone":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-weave":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-langfuse":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-arize":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-custom":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-token-budget":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-prompt-caching":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-semantic-caching":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-batching":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-model-routing":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-streaming-only":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-observability-cost-attribution":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-langsmith-evals":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-braintrust":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-weights-and-biases-agent":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-helicone-evals":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-custom-test-harness":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-human-loop":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-production-traffic-replay":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"commit-trajectory":{"value":"not applicable — no GitHub repo","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-14"},"citation-trajectory":{"value":"not applicable — non-paper row","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-14"},"download-trajectory":{"value":"not applicable — not published as a package","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-14"},"cost-input-usd-per-mtok":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"cost-output-usd-per-mtok":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"cost-tier":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"cost-pricing-model":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"cost-last-verified":{"value":"searched not found","citation":"https://www.nomic.ai/embed","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"capability-composite-score":{"value":"not applicable — embedding model family, not a capability-rankable system","citation":null,"status":"not-applicable","tier":"T3"},"capability-band":{"value":"not applicable — embedding model family, not a capability-rankable system","citation":null,"status":"not-applicable","tier":"T3"},"capability-benchmark-sources":{"value":"not applicable — embedding model family, not a capability-rankable system","citation":null,"status":"not-applicable","tier":"T3"},"capability-last-verified":{"value":"not applicable — embedding model family, not a capability-rankable system","citation":null,"status":"not-applicable","tier":"T3"},"use-case-tags":{"value":"not applicable — embedding model family, not a memory system","citation":null,"status":"not-applicable","tier":"T3"},"use-case-anti-tags":{"value":"not applicable — embedding model family, not a memory system","citation":null,"status":"not-applicable","tier":"T3"},"adoption-accelerator":{"value":"","citation":null,"status":"no-data","tier":"T3"},"architecture-deployment-locus":{"value":"hybrid","citation":"https://huggingface.co/nomic-ai/nomic-embed-text-v1.5","status":"real-data","tier":"T2","source_class":"vendor"},"licensing-bucket":{"value":"open-source","citation":"https://huggingface.co/nomic-ai/nomic-embed-text-v1.5","status":"real-data","tier":"T2","source_class":"vendor"},"positioning-platform-vs-product":{"value":"platform","citation":"https://huggingface.co/nomic-ai/nomic-embed-text-v1.5","status":"real-data","tier":"T2","source_class":"vendor"},"taxonomy-three-layer-rollup":{"value":"model-infra","citation":"https://github.com/MrPeppersDev/agent-infrastructure-landscape/blob/main/docs/schema/section-to-three-layer-rollup.json","status":"real-data","tier":"T1","source_class":"repo"},"developer-activity-opendigger":{"value":"{\"activity\":6.11,\"as_of\":\"2025-11\",\"openrank_12mo\":3.48,\"openrank_current\":2.76,\"participants\":3}","citation":"https://oss.open-digger.cn/github/nomic-ai/nomic/openrank.json","status":"real-data","tier":"T2","last_verified_at":"2026-10-28","source_class":"third-party"},"freshness-date":{"value":"2026-10-29","citation":"https://mrpeppersdev.github.io/agent-infrastructure-landscape/systems/nomic-embed--nomic-ai","status":"real-data","tier":"T2","source_class":"catalog"},"compliance-certifications":{"value":"","citation":null,"status":"no-data","tier":"T3"},"sdk-languages":{"value":"python,typescript","citation":"https://pypi.org/project/nomic/","status":"real-data","tier":"T2","source_class":"registry"},"protocol-support":{"value":"","citation":null,"status":"no-data","tier":"T3"},"maturity":{"value":"","citation":null,"status":"no-data","tier":"T3"}},"corroboration":{"cited_cells":19,"third_party_cells":1},"edges":{"outgoing":[],"incoming":[{"source":"chroma--trychroma-com","target":"nomic-embed--nomic-ai","type":"integrates-with","evidence":"Chroma's docs have a Nomic Embed integration page.","citation":"https://docs.trychroma.com/integrations/embedding-models/nomic","verified_at":"2026-10-29"},{"source":"langchain-framework--langchain-com","target":"nomic-embed--nomic-ai","type":"integrates-with","evidence":"LangChain's all-providers integrations page lists Nomic: \"Open-source embedding models and tools\".","citation":"https://docs.langchain.com/oss/python/integrations/providers/all_providers","verified_at":"2026-10-29"},{"source":"llamaindex-framework--llamaindex-ai","target":"nomic-embed--nomic-ai","type":"integrates-with","evidence":"LlamaIndex has an official embeddings integration package llama-index-embeddings-nomic in its repo.","citation":"https://github.com/run-llama/llama_index/tree/main/llama-index-integrations/embeddings/llama-index-embeddings-nomic","verified_at":"2026-10-29"},{"source":"portkey-ai--portkey-ai","target":"nomic-embed--nomic-ai","type":"integrates-with","evidence":"Portkey docs have a Nomic LLM provider integration page.","citation":"https://portkey.ai/docs/integrations/llms/nomic","verified_at":"2026-10-29"},{"source":"qdrant--qdrant-tech","target":"nomic-embed--nomic-ai","type":"integrates-with","evidence":"Qdrant's documentation has a Nomic Embed integration page.","citation":"https://qdrant.tech/documentation/embeddings/nomic/","verified_at":"2026-10-29"}]},"history":[{"date":"2026-10-29","commit":"a5ff184341","pr":305,"kind":"update","changes":[{"field":"url","label":"Homepage","from":"https://www.nomic.ai/embed","to":"https://huggingface.co/nomic-ai/nomic-embed-text-v1.5"}]},{"date":"2026-10-27","commit":"c03cb88bcd","pr":274,"kind":"update","changes":[{"field":"latest-release","label":"Latest release","from":"","to":"v3.9.0 (2025-11-11) — nomic (PyPI)","first":true,"source":"https://pypi.org/project/nomic/"},{"field":"pricing","label":"Pricing","from":"","to":"Open weights free; Nomic platform Free, Individual $20/month, Business $40/user/month (25-seat minimum, includes Agent API), Enterprise custom","first":true,"source":"https://www.nomic.ai/pricing"},{"field":"deployment","label":"Deployment","from":"","to":"Both (self-hosted + managed cloud) — Apache-2.0 open weights on Hugging Face; hosted models via Nomic Agent API (Business/Enterprise)","first":true,"source":"https://www.nomic.ai/pricing"}]}],"license":"CC-BY-4.0","source":"https://github.com/MrPeppersDev/agent-infrastructure-landscape/blob/main/data/landscape.json"}