[
  {
    "id": "chroma-docs-1",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com/docs/overview/getting-started",
    "excerpt": "Chroma will store your text and handle embedding and indexing automatically.",
    "fetchedAt": "2026-09-04T22:08:45.052Z"
  },
  {
    "id": "chroma-docs-2",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com/docs/overview/getting-started",
    "excerpt": "You can query the collection with a list of query texts, and Chroma will return the n most similar results.",
    "fetchedAt": "2026-09-04T22:08:45.052Z"
  },
  {
    "id": "chroma-docs-3",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com/docs/querying-collections/full-text-search",
    "excerpt": "We support full-text search with the $contains and $not_contains operators. We also support regular expression pattern matching with the $regex and $not_regex operators.",
    "fetchedAt": "2026-09-04T22:08:45.052Z"
  },
  {
    "id": "chroma-docs-4",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com/docs/querying-collections/full-text-search",
    "excerpt": ".get and .query can handle where_document search combined with metadata filtering",
    "fetchedAt": "2026-09-04T22:08:45.052Z"
  },
  {
    "id": "chroma-docs-5",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com/docs/cli/install",
    "excerpt": "Install the Chroma CLI to run a local server, browse collections, and interact with Chroma Cloud.",
    "fetchedAt": "2026-09-04T22:08:45.052Z"
  },
  {
    "id": "chroma-docs-6",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com/integrations/frameworks/anthropic-mcp",
    "excerpt": "Persistent memory across conversations",
    "fetchedAt": "2026-09-04T22:08:45.052Z"
  },
  {
    "id": "chroma-docs-7",
    "tier": "claimed-docs",
    "url": "https://www.trychroma.com",
    "excerpt": "Sparse vector search\n\nLexical search (BM25, SPLADE)",
    "fetchedAt": "2026-09-04T22:08:45.052Z"
  },
  {
    "id": "chroma-docs-8",
    "tier": "claimed-docs",
    "url": "https://www.trychroma.com",
    "excerpt": "Forking\n\nDataset versioning, A/B testing, and roll-outs",
    "fetchedAt": "2026-09-04T22:08:45.052Z"
  },
  {
    "id": "chroma-docs-9",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com",
    "excerpt": "Chroma is licensed under Apache 2.0. Run it locally, self-host, or use Chroma Cloud for a managed, serverless experience.",
    "fetchedAt": "2026-09-04T22:08:45.052Z"
  },
  {
    "id": "chroma-docs-10",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com",
    "excerpt": "Index and search images, audio, and other modalities alongside text.",
    "fetchedAt": "2026-09-04T22:08:45.052Z"
  },
  {
    "id": "chroma-docs-11",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com/cloud/pricing",
    "excerpt": "We offer a BYOC (bring your own cloud) option for single-tenant deployments.",
    "fetchedAt": "2026-09-04T22:08:45.052Z"
  },
  {
    "id": "chroma-docs-12",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com",
    "excerpt": "Use any embedding model. OpenAI, Cohere, Hugging Face, sentence-transformers, and more.",
    "fetchedAt": "2026-09-04T22:10:32.401Z"
  },
  {
    "id": "chroma-docs-13",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com/docs/querying-collections/full-text-search",
    "excerpt": "`.get` and `.query` can handle `where_document` search combined with metadata filtering",
    "fetchedAt": "2026-09-04T22:10:32.401Z"
  },
  {
    "id": "chroma-docs-14",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com/docs/cli/install",
    "excerpt": "The Chroma CLI lets you run a Chroma server locally on your machine, install sample apps, browse your collections, interact with your Chroma Cloud DBs",
    "fetchedAt": "2026-09-04T22:10:32.401Z"
  },
  {
    "id": "chroma-docs-15",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com",
    "excerpt": "Run it locally, self-host, or use Chroma Cloud for a managed, serverless experience.",
    "fetchedAt": "2026-09-04T22:10:32.401Z"
  },
  {
    "id": "chroma-docs-16",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com/docs/overview/getting-started",
    "excerpt": "Give the following prompt to Claude Code, Cursor, Codex, or your favorite AI agent. It will quickly set you up with Chroma.",
    "fetchedAt": "2026-09-04T22:10:32.401Z"
  },
  {
    "id": "chroma-docs-17",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com/integrations/frameworks/langchain",
    "excerpt": "question answering over documents",
    "fetchedAt": "2026-09-04T22:10:32.401Z"
  },
  {
    "id": "chroma-docs-18",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com/cloud/pricing",
    "excerpt": "Forks are copy-on-write. You only pay for incremental storage written after the fork; unchanged data remains shared.",
    "fetchedAt": "2026-09-04T22:12:15.135Z"
  },
  {
    "id": "chroma-docs-19",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com/integrations/frameworks/anthropic-mcp",
    "excerpt": "The Chroma MCP server allows Claude to directly interact with Chroma’s search capabilities through this standardized protocol.",
    "fetchedAt": "2026-09-04T22:12:15.135Z"
  },
  {
    "id": "chroma-docs-20",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com/docs/overview/getting-started",
    "excerpt": "In this directory create a new Python project with Chroma set up.\nUse a virtual environment.",
    "fetchedAt": "2026-09-04T22:12:15.135Z"
  },
  {
    "id": "chroma-docs-21",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com/docs/overview/getting-started",
    "excerpt": "Chroma will store your text and handle embedding and indexing automatically. You can also customize the embedding model.",
    "fetchedAt": "2026-09-04T22:13:32.052Z"
  },
  {
    "id": "chroma-docs-22",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com/docs/querying-collections/full-text-search",
    "excerpt": "We support full-text search with the `$contains` and `$not_contains` operators. We also support regular expression pattern matching with the `$regex` and `$not_regex` operators.",
    "fetchedAt": "2026-09-04T22:13:32.052Z"
  },
  {
    "id": "chroma-docs-23",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com/docs/cli/install",
    "excerpt": "The Chroma CLI lets you run a Chroma server locally on your machine, install sample apps, browse your collections, interact with your Chroma Cloud DBs, and much more!",
    "fetchedAt": "2026-09-04T22:13:32.052Z"
  },
  {
    "id": "chroma-docs-24",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com/integrations/frameworks/anthropic-mcp",
    "excerpt": "The Chroma MCP server allows Claude to directly interact with Chroma's search capabilities through this standardized protocol. This enables powerful features like: Persistent memory across conversations",
    "fetchedAt": "2026-09-04T22:13:32.052Z"
  },
  {
    "id": "chroma-docs-25",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com/integrations/frameworks/langchain",
    "excerpt": "LangChain + Chroma on the LangChain blog",
    "fetchedAt": "2026-09-04T22:13:32.052Z"
  },
  {
    "id": "chroma-docs-26",
    "tier": "claimed-docs",
    "url": "https://docs.trychroma.com/cloud/pricing",
    "excerpt": "Forking a collection costs $0.03 per fork request. Forks are copy-on-write. You only pay for incremental storage written after the fork; unchanged data remains shared.",
    "fetchedAt": "2026-09-04T22:13:32.052Z"
  },
  {
    "id": "chroma-docs-27",
    "tier": "claimed-docs",
    "url": "https://www.trychroma.com",
    "excerpt": "Sparse vector search - Lexical search (BM25, SPLADE)",
    "fetchedAt": "2026-09-04T22:13:32.052Z"
  },
  {
    "id": "chroma-docs-28",
    "tier": "claimed-docs",
    "url": "https://www.trychroma.com",
    "excerpt": "BYOC in your VPC, multi-cloud/multi-region replication, point-in-time-recovery ensure a resilient and scalable search system with the same 0-ops story as Cloud.",
    "fetchedAt": "2026-09-04T22:13:32.052Z"
  },
  {
    "id": "chroma-gh-1",
    "tier": "github",
    "url": "https://github.com/chroma-core/chroma",
    "excerpt": "Create a DB and try it out in under 30 seconds with $5 of free credits.",
    "fetchedAt": "2026-09-04T22:13:32.052Z"
  },
  {
    "id": "chroma-probe-1",
    "tier": "probe",
    "url": "https://docs.trychroma.com/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 200 at https://docs.trychroma.com/llms.txt # Chroma Docs\n\n- [Introduction](https://docs.trychroma.com/docs/overview/introduction.md): Chroma is the open-source dat",
    "fetchedAt": "2026-09-04T22:15:11.636Z"
  },
  {
    "id": "chroma-probe-2",
    "tier": "probe",
    "url": "https://docs.trychroma.com/openapi.json",
    "excerpt": "PROBE openapi: HTTP 200 at https://docs.trychroma.com/openapi.json — contains \"openapi\" key",
    "fetchedAt": "2026-09-04T22:15:11.636Z"
  },
  {
    "id": "chroma-probe-3",
    "tier": "probe",
    "url": "https://docs.trychroma.com/integrations/frameworks/anthropic-mcp",
    "excerpt": "official MCP server documented at https://docs.trychroma.com/integrations/frameworks/anthropic-mcp",
    "fetchedAt": "2026-09-04T22:15:11.636Z"
  },
  {
    "id": "chroma-probe-4",
    "tier": "probe",
    "url": "https://docs.trychroma.com/docs/cli/install",
    "excerpt": "official CLI documented at https://docs.trychroma.com/docs/cli/install",
    "fetchedAt": "2026-09-04T22:15:11.636Z"
  },
  {
    "id": "chroma-comm-1",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/44944241",
    "excerpt": "Chroma has built in regex+trigram search and copy-on-write forking of indexes. this feature combo is killer for the code-search use case.",
    "fetchedAt": "2026-09-04T22:16:06.087Z"
  },
  {
    "id": "chroma-comm-2",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/44944241",
    "excerpt": "Chroma Cloud: Better indexes (SPANN/SPFresh), sharding via collections, distributed scaling, and object storage on S3 with cold/warm tiers for 'scale to zero' multi-tenant use cases.",
    "fetchedAt": "2026-09-04T22:16:06.087Z"
  },
  {
    "id": "chroma-comm-3",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/44944241",
    "excerpt": "Doesn't this seem like a bit of an... exact rip off of turbopuffer? Down to the style of the webpages and the details of the pricing... As a happy turbopuffer user, not sure why I'd want to use Chroma.",
    "fetchedAt": "2026-09-04T22:16:06.087Z"
  },
  {
    "id": "chroma-comm-4",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/44944241",
    "excerpt": "The main reason we have seen people switch from Qdrant to Chroma is for operational simplicity and reliability. With Qdrant you have to size nodes, manage sharding, be oncall - with Chroma there is literally 0 config or operational pain.",
    "fetchedAt": "2026-09-04T22:16:06.087Z"
  },
  {
    "id": "chroma-comm-5",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/44944241",
    "excerpt": "Happy paying user of Chroma Cloud here. Congratulations Jeff, Hammad and team! We were lucky to get early access and have saved a bundle.",
    "fetchedAt": "2026-09-04T22:16:06.087Z"
  },
  {
    "id": "chroma-comm-6",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/44944241",
    "excerpt": "Chroma and Weaviate are both popular OSS projects, 21k and 14k stars respectively. Weaviate has some features Chroma does not (yet) - notably vector quantization... Chroma focuses on reliability and operational simplicity.",
    "fetchedAt": "2026-09-04T22:16:06.087Z"
  },
  {
    "id": "chroma-comm-7",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/44944241",
    "excerpt": "I appreciate the straightforward pricing calculator and the pricing seems very reasonable.",
    "fetchedAt": "2026-09-04T22:16:06.087Z"
  },
  {
    "id": "chroma-comm-8",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/44944241",
    "excerpt": "Why does it say open source but then try to charge me money (re: Chroma Cloud vs self-hosted OSS Apache 2.0 licensed core).",
    "fetchedAt": "2026-09-04T22:16:06.087Z"
  },
  {
    "id": "chroma-comm-9",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/46624731",
    "excerpt": "Chroma also produced the single best study on long-context degradation that I've come across: research.trychroma.com/context-rot ... Now Chroma is the first stop. Nice job on the research!",
    "fetchedAt": "2026-09-04T22:16:06.087Z"
  }
]