https://learn-ai.blindshot.kz/source/chroma/Recent content in Chroma on AI Knowledge BaseHugoen-ushttps://learn-ai.blindshot.kz/docs/chroma/docs/collections/add-data/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/collections/add-data/Learn how to add data to Chroma collections.https://learn-ai.blindshot.kz/docs/chroma/guides/build/agentic-memory/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/guides/build/agentic-memory/Persist agent context across runs for better performance and personalization.https://learn-ai.blindshot.kz/docs/chroma/guides/build/agentic-search/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/guides/build/agentic-search/Build agents that iteratively search and refine results to answer complex queries.https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/amazon-bedrock/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/amazon-bedrock/https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/anthropic-mcp/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/anthropic-mcp/https://learn-ai.blindshot.kz/docs/chroma/docs/overview/architecture/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/overview/architecture/Chroma is designed with a modular architecture that prioritizes performance and ease of use. It scales seamlessly from local development to large-scale production, while exposing a consistent API across all deployment modes.https://learn-ai.blindshot.kz/docs/chroma/reference/architecture/overview/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/architecture/overview/How Chroma is structured across local, single-node, and distributed deployments.https://learn-ai.blindshot.kz/docs/chroma/guides/deploy/aws/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/guides/deploy/aws/Deploy Chroma on AWS using CloudFormation.https://learn-ai.blindshot.kz/docs/chroma/guides/deploy/azure/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/guides/deploy/azure/Deploy Chroma on Azure using Terraform.https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/baseten/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/baseten/https://learn-ai.blindshot.kz/docs/chroma/cloud/search-api/batch-operations/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/search-api/batch-operations/Execute multiple searches in a single API call for better performance and easier comparison of results.https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/braintrust/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/braintrust/https://learn-ai.blindshot.kz/docs/chroma/docs/cli/browse/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/cli/browse/Inspect your Chroma collections with an in-terminal UI.https://learn-ai.blindshot.kz/docs/chroma/guides/build/building-with-ai/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/guides/build/building-with-ai/Use LLMs to process unstructured data in your applications.https://learn-ai.blindshot.kz/docs/chroma/reference/sync-api/invocation/cancel-invocation/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/sync-api/invocation/cancel-invocation/Cancels an invocation.https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/chroma-bm25/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/chroma-bm25/https://learn-ai.blindshot.kz/docs/chroma/docs/run-chroma/clients/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/run-chroma/clients/Learn how to instantiate Chroma clients for Cloud, in-memory, and persistent use cases.https://learn-ai.blindshot.kz/docs/chroma/cloud/getting-started/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/getting-started/https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/chroma-cloud-qwen/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/chroma-cloud-qwen/https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/chroma-cloud-splade/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/chroma-cloud-splade/https://learn-ai.blindshot.kz/docs/chroma/reference/server-env-vars/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/server-env-vars/Environment variables when self-hosting a Chroma server.https://learn-ai.blindshot.kz/docs/chroma/guides/deploy/python-thin-client/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/guides/deploy/python-thin-client/https://learn-ai.blindshot.kz/docs/chroma/guides/build/chunking/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/guides/build/chunking/https://learn-ai.blindshot.kz/docs/chroma/reference/python/client/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/python/client/https://learn-ai.blindshot.kz/docs/chroma/reference/typescript/client/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/typescript/client/https://learn-ai.blindshot.kz/docs/chroma/docs/run-chroma/client-server/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/run-chroma/client-server/Learn how to run Chroma in client-server mode.https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/cloudflare-workers-ai/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/cloudflare-workers-ai/https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/cohere/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/cohere/https://learn-ai.blindshot.kz/docs/chroma/reference/python/collection/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/python/collection/https://learn-ai.blindshot.kz/docs/chroma/reference/typescript/collection/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/typescript/collection/https://learn-ai.blindshot.kz/docs/chroma/cloud/features/collection-forking/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/features/collection-forking/Instant copy-on-write collection forking in Chroma Cloud.https://learn-ai.blindshot.kz/docs/chroma/docs/collections/configure/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/collections/configure/Learn how to configure Chroma collection index settings and embedding functions.https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/contextual-ai/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/contextual-ai/https://learn-ai.blindshot.kz/docs/chroma/docs/cli/copy/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/cli/copy/Copy collections between local Chroma and Chroma Cloud.https://learn-ai.blindshot.kz/docs/chroma/reference/sync-api/invocation/create-invocation/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/sync-api/invocation/create-invocation/Creates a new invocation for a source.https://learn-ai.blindshot.kz/docs/chroma/reference/sync-api/source/create-source/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/sync-api/source/create-source/Creates a new sync source.https://learn-ai.blindshot.kz/docs/chroma/docs/cli/db/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/cli/db/Manage your Chroma Cloud databases using the CLI.https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/deepeval/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/deepeval/https://learn-ai.blindshot.kz/docs/chroma/docs/collections/delete-data/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/collections/delete-data/Learn how to delete data from Chroma collections.https://learn-ai.blindshot.kz/docs/chroma/reference/sync-api/source/delete-source/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/sync-api/source/delete-source/Deletes a source with the provided ID.https://learn-ai.blindshot.kz/docs/chroma/reference/architecture/distributed/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/architecture/distributed/How Chroma scales out with independent services, object storage, SSD caches, and a shared system database.https://learn-ai.blindshot.kz/docs/chroma/guides/performance/distributed/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/guides/performance/distributed/How to think about performance in distributed Chroma deployments.https://learn-ai.blindshot.kz/docs/chroma/guides/deploy/docker/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/guides/deploy/docker/Run Chroma in a Docker Containerhttps://learn-ai.blindshot.kz/docs/chroma/docs/embeddings/embedding-functions/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/embeddings/embedding-functions/Learn how to use embedding functions in Chroma to create vector representations of your data.https://learn-ai.blindshot.kz/docs/chroma/reference/python/embedding-functions/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/python/embedding-functions/https://learn-ai.blindshot.kz/docs/chroma/reference/typescript/embedding-functions/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/typescript/embedding-functions/https://learn-ai.blindshot.kz/docs/chroma/cloud/search-api/examples/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/search-api/examples/Complete end-to-end examples demonstrating real-world use cases of the Search API.https://learn-ai.blindshot.kz/docs/chroma/cloud/search-api/filtering/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/search-api/filtering/Learn how to filter search results using Where expressions and the Key/K class to narrow down your search to specific documents, IDs, or metadata values.https://learn-ai.blindshot.kz/docs/chroma/docs/querying-collections/full-text-search/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/querying-collections/full-text-search/Learn how to use full-text search and regex filtering in Chroma collections.https://learn-ai.blindshot.kz/docs/chroma/guides/deploy/gcp/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/guides/deploy/gcp/Deploy Chroma on Google Cloud Platform using Terraform.https://learn-ai.blindshot.kz/docs/chroma/guides/performance/general/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/guides/performance/general/How to improve Chroma performance across single-node and distributed deployments.https://learn-ai.blindshot.kz/docs/chroma/reference/embeddings-api/generate-dense-embeddings/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/embeddings-api/generate-dense-embeddings/Generate dense vector embeddings for the given texts using the specified model. Provide either ‘instructions’ or both ’task’ and ’target’ alongside ’texts’.https://learn-ai.blindshot.kz/docs/chroma/reference/embeddings-api/generate-sparse-embeddings/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/embeddings-api/generate-sparse-embeddings/Generate sparse vector embeddings for the given texts using the specified model. Provide either ‘instructions’ or both ’task’ and ’target’ alongside ’texts’. Set ‘fetch_labels’ to true to include token labels in the response.https://learn-ai.blindshot.kz/docs/chroma/reference/sync-api/invocation/get-invocation/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/sync-api/invocation/get-invocation/Returns details of an invocation with the provided ID.https://learn-ai.blindshot.kz/docs/chroma/reference/sync-api/invocation/get-latest-invocations-by-keys/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/sync-api/invocation/get-latest-invocations-by-keys/Returns the latest invocations for the given keys on a source.https://learn-ai.blindshot.kz/docs/chroma/reference/sync-api/system/get-service-health-status/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/sync-api/system/get-service-health-status/Returns the health status of the sync service.https://learn-ai.blindshot.kz/docs/chroma/reference/sync-api/source/get-source/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/sync-api/source/get-source/Returns details of a source with the provided ID.https://learn-ai.blindshot.kz/docs/chroma/docs/overview/getting-started/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/overview/getting-started/Chroma is an open-source search engine for AI. It comes with everything you need to get started built-in, and runs on your machine.https://learn-ai.blindshot.kz/docs/chroma/cloud/sync/github/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/sync/github/Sync GitHub repositories into Chroma Cloud.https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/google-adk/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/google-adk/https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/google-gemini/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/google-gemini/https://learn-ai.blindshot.kz/docs/chroma/cloud/search-api/group-by/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/search-api/group-by/Learn how to group search results by metadata keys and select the top results from each group. GroupBy is useful for diversifying results, deduplication, and category-aware ranking.https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/haystack/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/haystack/https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/hugging-face/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/hugging-face/https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/hugging-face-server/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/hugging-face-server/https://learn-ai.blindshot.kz/docs/chroma/cloud/search-api/hybrid-search/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/search-api/hybrid-search/Learn how to combine multiple ranking strategies using Reciprocal Rank Fusion (RRF). RRF is ideal for hybrid search scenarios where you want to merge results from different ranking methods (e.g., dense and sparse embeddings).https://learn-ai.blindshot.kz/docs/chroma/cloud/schema/index-reference/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/schema/index-reference/Comprehensive reference for all index types and their configuration parameters.https://learn-ai.blindshot.kz/docs/chroma/docs/cli/install/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/cli/install/Install the Chroma CLI to run a local server, browse collections, and interact with Chroma Cloud.https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/instructor/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/instructor/https://learn-ai.blindshot.kz/docs/chroma/integrations/chroma-integrations/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/chroma-integrations/https://learn-ai.blindshot.kz/docs/chroma/guides/build/intro-to-retrieval/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/guides/build/intro-to-retrieval/Ground LLMs in your own data using retrieval-augmented generation.https://learn-ai.blindshot.kz/docs/chroma/docs/overview/introduction/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/overview/introduction/Chroma is an open-source search engine for AI. It comes with everything you need to get started built-in.https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/jina-ai/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/jina-ai/https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/langchain/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/langchain/https://learn-ai.blindshot.kz/docs/chroma/reference/sync-api/invocation/list-invocations/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/sync-api/invocation/list-invocations/Lists invocations for a source or database.https://learn-ai.blindshot.kz/docs/chroma/reference/sync-api/source/list-sources/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/sync-api/source/list-sources/Lists sources owned by a tenant.https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/llamaindex/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/llamaindex/https://learn-ai.blindshot.kz/docs/chroma/docs/cli/login/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/cli/login/Authenticate with Chroma Cloud using the CLI.https://learn-ai.blindshot.kz/docs/chroma/guides/build/look-at-your-data/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/guides/build/look-at-your-data/Design your collection schema and chunking strategy based on your data.https://learn-ai.blindshot.kz/docs/chroma/docs/collections/manage-collections/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/collections/manage-collections/Learn how to create, get, modify, and delete Chroma collections.https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/mem0/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/mem0/https://learn-ai.blindshot.kz/docs/chroma/docs/querying-collections/metadata-filtering/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/querying-collections/metadata-filtering/Learn how to filter query results by metadata in Chroma collections.https://learn-ai.blindshot.kz/docs/chroma/docs/overview/migration/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/overview/migration/Migration guides for Chroma version upgrades and schema changes.https://learn-ai.blindshot.kz/docs/chroma/cloud/search-api/migration/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/search-api/migration/Migrate from legacy ‘query()’ and ‘get()’ to the Search API.https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/mistral/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/mistral/https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/morph/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/morph/https://learn-ai.blindshot.kz/docs/chroma/docs/embeddings/multimodal/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/embeddings/multimodal/Learn how to work with multimodal data in Chroma collections.https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/nomic/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/nomic/https://learn-ai.blindshot.kz/docs/chroma/guides/deploy/observability/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/guides/deploy/observability/Monitor and trace your Chroma deployment with OpenTelemetry.https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/ollama/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/ollama/https://learn-ai.blindshot.kz/docs/chroma/docs/overview/oss/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/overview/oss/Chroma is the open-source AI application database. Contribute to the project or learn about telemetry and privacy.https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/openai/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/openai/https://learn-ai.blindshot.kz/docs/chroma/openapi/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/openapi/https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/open-clip/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/open-clip/https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/openlit/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/openlit/https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/openllmetry/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/openllmetry/https://learn-ai.blindshot.kz/docs/chroma/cloud/sync/overview/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/sync/overview/https://learn-ai.blindshot.kz/docs/chroma/reference/overview/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/overview/https://learn-ai.blindshot.kz/docs/chroma/cloud/package-search/mcp/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/package-search/mcp/https://learn-ai.blindshot.kz/docs/chroma/cloud/package-search/registry/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/package-search/registry/https://learn-ai.blindshot.kz/docs/chroma/cloud/search-api/pagination-selection/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/search-api/pagination-selection/Control how many results to return and which fields to include in your search results.https://learn-ai.blindshot.kz/docs/chroma/guides/deploy/performance/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/guides/deploy/performance/Single-node Chroma performance benchmarks and limitations.https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/perplexity/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/perplexity/https://learn-ai.blindshot.kz/docs/chroma/cloud/pricing/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/pricing/https://learn-ai.blindshot.kz/docs/chroma/docs/cli/profile/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/cli/profile/Manage CLI profiles for Chroma Cloud authentication.https://learn-ai.blindshot.kz/docs/chroma/docs/querying-collections/query-and-get/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/querying-collections/query-and-get/Learn how to query and retrieve data from Chroma collections.https://learn-ai.blindshot.kz/docs/chroma/cloud/quotas-limits/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/quotas-limits/https://learn-ai.blindshot.kz/docs/chroma/cloud/search-api/ranking/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/search-api/ranking/Learn how to use ranking expressions to score and order your search results. In Chroma, lower scores indicate better matches (distance-based scoring).https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/roboflow/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/roboflow/https://learn-ai.blindshot.kz/docs/chroma/docs/cli/run/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/cli/run/Run a Chroma server locally using the CLI.https://learn-ai.blindshot.kz/docs/chroma/guides/deploy/client-server-mode/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/guides/deploy/client-server-mode/https://learn-ai.blindshot.kz/docs/chroma/reference/rust/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/rust/https://learn-ai.blindshot.kz/docs/chroma/cloud/sync/s3/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/sync/s3/Sync files from Amazon S3 into Chroma Cloud.https://learn-ai.blindshot.kz/docs/chroma/docs/cli/sample-apps/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/cli/sample-apps/Install and run Chroma sample applications.https://learn-ai.blindshot.kz/docs/chroma/reference/python/schema/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/python/schema/https://learn-ai.blindshot.kz/docs/chroma/reference/typescript/schema/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/typescript/schema/https://learn-ai.blindshot.kz/docs/chroma/cloud/schema/schema-basics/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/schema/schema-basics/Learn how to create and use Schema to configure indexes on your Chroma collections.https://learn-ai.blindshot.kz/docs/chroma/cloud/schema/overview/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/schema/overview/https://learn-ai.blindshot.kz/docs/chroma/reference/python/search/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/python/search/https://learn-ai.blindshot.kz/docs/chroma/reference/search/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/search/Reference guide for Search dictionary syntax used in Chroma.https://learn-ai.blindshot.kz/docs/chroma/reference/typescript/search/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/typescript/search/https://learn-ai.blindshot.kz/docs/chroma/cloud/search-api/overview/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/search-api/overview/https://learn-ai.blindshot.kz/docs/chroma/cloud/search-api/search-basics/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/search-api/search-basics/Learn how to construct and use the Search class for querying your Chroma collections.https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/sentence-transformer/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/sentence-transformer/https://learn-ai.blindshot.kz/docs/chroma/guides/performance/single-node/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/guides/performance/single-node/Single-node Chroma performance benchmarks and limitations.https://learn-ai.blindshot.kz/docs/chroma/cloud/schema/sparse-vector-search/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/schema/sparse-vector-search/Learn how to configure and use sparse vectors for keyword-based search, and combine them with dense embeddings for powerful hybrid search capabilities.https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/streamlit/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/streamlit/https://learn-ai.blindshot.kz/docs/chroma/reference/swift/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/swift/https://learn-ai.blindshot.kz/docs/chroma/sync.openapi/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/sync.openapi/https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/text2vec/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/text2vec/https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/together-ai/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/together-ai/https://learn-ai.blindshot.kz/docs/chroma/docs/overview/troubleshooting/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/overview/troubleshooting/Common issues and solutions when working with Chroma.https://learn-ai.blindshot.kz/docs/chroma/docs/cli/update/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/cli/update/Check for CLI updates.https://learn-ai.blindshot.kz/docs/chroma/docs/collections/update-data/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/collections/update-data/Learn how to update and upsert data in Chroma collections.https://learn-ai.blindshot.kz/docs/chroma/docs/cli/vacuum/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/docs/cli/vacuum/Shrink and optimize your Chroma database.https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/voltagent/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/frameworks/voltagent/https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/voyageai/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/integrations/embedding-models/voyageai/https://learn-ai.blindshot.kz/docs/chroma/cloud/sync/web/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/cloud/sync/web/Crawl and sync website content into Chroma Cloud.https://learn-ai.blindshot.kz/docs/chroma/reference/python/where-filter/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/python/where-filter/Reference for the Python DSL used to build where filters.https://learn-ai.blindshot.kz/docs/chroma/reference/typescript/where-filter/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/typescript/where-filter/Reference for the TypeScript DSL used to build where filters.https://learn-ai.blindshot.kz/docs/chroma/reference/where-filter/Mon, 01 Jan 0001 00:00:00 +0000https://learn-ai.blindshot.kz/docs/chroma/reference/where-filter/Reference guide for where filter JSON syntax used in Chroma queries and searches.