diff --git a/docs/1-using/5-connectors/7-list/5-pgvector.mdx b/docs/1-using/5-connectors/7-list/5-pgvector.mdx new file mode 100644 index 0000000..2905900 --- /dev/null +++ b/docs/1-using/5-connectors/7-list/5-pgvector.mdx @@ -0,0 +1,210 @@ +--- +IMPORTANT: This file was generated using src/connectorgen/main.go. DO NOT EDIT. + +title: "pgvector" +description: "Conduit destination connector for pgvector (Postgres vector store)." +--- + +import ReactDiffViewer from 'react-diff-viewer-continued'; +import Chip from '@mui/material/Chip'; +import Box from "@mui/system/Box"; +import Tabs from '@theme/Tabs'; +import TabItem from '@theme/TabItem'; +import GitHubIcon from '@mui/icons-material/GitHub'; +import IconButton from '@mui/material/IconButton'; +import Stack from '@mui/material/Stack'; +import Link from '@mui/material/Link'; +import StarIcon from '@mui/icons-material/Star'; +import Tooltip from '@mui/material/Tooltip'; + +# pgvector + + + {/* Author info */} + + Author: Meroxa, Inc. + + Conduit team logo + + + + {/* Divider */} + + + {/* GitHub link */} + + + + + {/* Stars */} + } + label="0" + size="small" + sx={{ height: 24 }} + /> + + +## Latest release + +- [conduit-connector-pgvector_0.1.0_Darwin_arm64.tar.gz](https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-pgvector/releases/download/v0.1.0/conduit-connector-pgvector_0.1.0_Darwin_arm64.tar.gz) +- [conduit-connector-pgvector_0.1.0_Darwin_x86_64.tar.gz](https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-pgvector/releases/download/v0.1.0/conduit-connector-pgvector_0.1.0_Darwin_x86_64.tar.gz) +- [conduit-connector-pgvector_0.1.0_Linux_arm64.tar.gz](https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-pgvector/releases/download/v0.1.0/conduit-connector-pgvector_0.1.0_Linux_arm64.tar.gz) +- [conduit-connector-pgvector_0.1.0_Linux_i386.tar.gz](https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-pgvector/releases/download/v0.1.0/conduit-connector-pgvector_0.1.0_Linux_i386.tar.gz) +- [conduit-connector-pgvector_0.1.0_Linux_x86_64.tar.gz](https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-pgvector/releases/download/v0.1.0/conduit-connector-pgvector_0.1.0_Linux_x86_64.tar.gz) +- [conduit-connector-pgvector_0.1.0_Windows_arm64.tar.gz](https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-pgvector/releases/download/v0.1.0/conduit-connector-pgvector_0.1.0_Windows_arm64.tar.gz) +- [conduit-connector-pgvector_0.1.0_Windows_i386.tar.gz](https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-pgvector/releases/download/v0.1.0/conduit-connector-pgvector_0.1.0_Windows_i386.tar.gz) +- [conduit-connector-pgvector_0.1.0_Windows_x86_64.tar.gz](https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-pgvector/releases/download/v0.1.0/conduit-connector-pgvector_0.1.0_Windows_x86_64.tar.gz) +- [pgvector_v0.1.0_darwin_amd64.tar.gz](https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-pgvector/releases/download/v0.1.0/pgvector_v0.1.0_darwin_amd64.tar.gz) +- [pgvector_v0.1.0_darwin_amd64.tar.gz.sigstore.json](https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-pgvector/releases/download/v0.1.0/pgvector_v0.1.0_darwin_amd64.tar.gz.sigstore.json) +- [pgvector_v0.1.0_darwin_arm64.tar.gz](https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-pgvector/releases/download/v0.1.0/pgvector_v0.1.0_darwin_arm64.tar.gz) +- [pgvector_v0.1.0_darwin_arm64.tar.gz.sigstore.json](https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-pgvector/releases/download/v0.1.0/pgvector_v0.1.0_darwin_arm64.tar.gz.sigstore.json) +- [pgvector_v0.1.0_linux_amd64.tar.gz](https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-pgvector/releases/download/v0.1.0/pgvector_v0.1.0_linux_amd64.tar.gz) +- [pgvector_v0.1.0_linux_amd64.tar.gz.sigstore.json](https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-pgvector/releases/download/v0.1.0/pgvector_v0.1.0_linux_amd64.tar.gz.sigstore.json) +- [pgvector_v0.1.0_linux_arm64.tar.gz](https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-pgvector/releases/download/v0.1.0/pgvector_v0.1.0_linux_arm64.tar.gz) +- [pgvector_v0.1.0_linux_arm64.tar.gz.sigstore.json](https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-pgvector/releases/download/v0.1.0/pgvector_v0.1.0_linux_arm64.tar.gz.sigstore.json) + +## Description + +The pgvector destination connector is the flagship vector sink for Conduit's +AI data pipeline (CDC -> chunk -> embed -> pgvector), keeping a RAG index +fresh from Postgres. + +It is a write-only connector. Each incoming embedding record is upserted into +a pgvector table keyed by the record's stable key (the chunk_id), using +`INSERT ... ON CONFLICT () DO UPDATE`, so at-least-once redelivery +converges to a single row rather than duplicating it. + +At pipeline start the connector validates the configured embedding +`dimension` against the target table's `vector` column and fails fast with a +stable, actionable error (`ai.vector_dimension_mismatch`) if they disagree, +instead of failing silently on the first write. + +## Source Parameters + +Connector pgvector does not implement a source. + +## Destination Parameters + +```yaml +version: 2.2 +pipelines: + - id: example + status: running + connectors: + - id: example-destination + type: destination + plugin: "pgvector" + name: example-destination + settings: + # Dimension is the embedding dimension the upstream model produces. It + # is validated against the target table's vector column at pipeline + # start (fail fast). There is no safe default, so it is required. + # Type: int + dimension: "" + # URL is the connection string for the target Postgres/pgvector + # database. + # Type: string + url: "" + # IDMetadataKey is the record metadata key carrying the deterministic + # chunk id ({source_key}:{index}), set by the chunking processor + # (default "ai.chunk.id") and preserved by the embedding processor. + # When present on a record it takes precedence over Record.Key as the + # upsert conflict target; when absent, Record.Key is used (slice-1 + # behavior), so records written outside the chunking pipeline still + # work. + # Type: string + idMetadataKey: "ai.chunk.id" + # KeyColumn is the primary-key column used as the ON CONFLICT target + # for idempotent upserts. It holds the record's stable chunk_id. + # Type: string + keyColumn: "id" + # MetadataColumn is the JSONB column that receives the record's + # metadata. Leave empty to disable metadata writes. + # Type: string + metadataColumn: "metadata" + # SourceKeyColumn is the TEXT column that stores the source record's + # stable key, populated on every upsert. Deletes match on this column + # (not KeyColumn) so a source-record delete removes every chunk row + # ever derived from it, even when the chunk count has changed since + # the last embed (design doc §5's orphan-avoidance rule). Leave empty + # to disable source_key population, falling back to a + # delete-by-KeyColumn match — the slice-1 behavior, which can orphan + # rows and is not recommended for the RAG pipeline. + # Type: string + sourceKeyColumn: "source_key" + # SourceKeyMetadataKey is the record metadata key carrying the source + # record's key. The chunking processor sets this (default + # "ai.chunk.source_key") and the embedding processor preserves it. + # Required on every record when SourceKeyColumn is enabled. + # Type: string + sourceKeyMetadataKey: "ai.chunk.source_key" + # Table is the target table into which embedding rows are upserted. + # Supports a Go template evaluated per record (default: the record's + # OpenCDC collection), matching the Postgres connector's convention. + # Type: string + table: "{{ index .Metadata "opencdc.collection" }}" + # VectorColumn is the name of the pgvector `vector` column on the + # target table. + # Type: string + vectorColumn: "embedding" + # VectorField is the record payload field that carries the embedding + # vector (a numeric array). + # Type: string + vectorField: "vector" + # Maximum delay before an incomplete batch is written to the + # destination. + # Type: duration + sdk.batch.delay: "0" + # Maximum size of batch before it gets written to the destination. + # Type: int + sdk.batch.size: "0" + # Allow bursts of at most X records (0 or less means that bursts are + # not limited). Only takes effect if a rate limit per second is set. + # Note that if `sdk.batch.size` is bigger than `sdk.rate.burst`, the + # effective batch size will be equal to `sdk.rate.burst`. + # Type: int + sdk.rate.burst: "0" + # Maximum number of records written per second (0 means no rate + # limit). + # Type: float + sdk.rate.perSecond: "0" + # The format of the output record. See the Conduit documentation for a + # full list of supported formats + # (https://conduit.io/docs/using/connectors/configuration-parameters/output-format). + # Type: string + sdk.record.format: "opencdc/json" + # Options to configure the chosen output record format. Options are + # normally key=value pairs separated with comma (e.g. + # opt1=val2,opt2=val2), except for the `template` record format, where + # options are a Go template. + # Type: string + sdk.record.format.options: "" + # Whether to extract and decode the record key with a schema. + # Type: bool + sdk.schema.extract.key.enabled: "true" + # Whether to extract and decode the record payload with a schema. + # Type: bool + sdk.schema.extract.payload.enabled: "true" +``` diff --git a/src/connectorgen/denied-connectors.json b/src/connectorgen/denied-connectors.json index a1ce929..ce3d0d3 100644 --- a/src/connectorgen/denied-connectors.json +++ b/src/connectorgen/denied-connectors.json @@ -4,7 +4,7 @@ "description": "", "created_at": "", "url": "https://github.com/ConduitIO/conduit", - "stargazer_count": 606, + "stargazer_count": 608, "fork_count": 62, "releases": null }, @@ -26,6 +26,15 @@ "fork_count": 1, "releases": null }, + { + "name_with_owner": "ConduitIO/conduit-registry-ui", + "description": "", + "created_at": "", + "url": "https://github.com/ConduitIO/conduit-registry-ui", + "stargazer_count": 0, + "fork_count": 0, + "releases": null + }, { "name_with_owner": "ConduitIO/conduit-site", "description": "", diff --git a/static/connectors.json b/static/connectors.json index 6f95dc3..9cf3b3a 100644 --- a/static/connectors.json +++ b/static/connectors.json @@ -112,7 +112,7 @@ "browser_download_url": "https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-file/releases/download/v0.10.8/file_v0.10.8_darwin_amd64.tar.gz", "created_at": "2026-07-23T11:46:07Z", "updated_at": "2026-07-23T11:46:09Z", - "download_count": 3, + "download_count": 4, "size": 13352097 }, { @@ -123,7 +123,7 @@ "browser_download_url": "https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-file/releases/download/v0.10.8/file_v0.10.8_darwin_amd64.tar.gz.sigstore.json", "created_at": "2026-07-23T11:46:07Z", "updated_at": "2026-07-23T11:46:07Z", - 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"2026-07-23T11:45:31Z", "updated_at": "2026-07-23T11:45:31Z", - "download_count": 1, + "download_count": 13, "size": 9831 } ], @@ -300,7 +300,7 @@ "browser_download_url": "https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-file/releases/download/v0.10.7/file_v0.10.7_darwin_amd64", "created_at": "2026-07-23T11:08:22Z", "updated_at": "2026-07-23T11:08:24Z", - "download_count": 3, + "download_count": 4, "size": 27038336 }, { @@ -311,7 +311,7 @@ "browser_download_url": "https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-file/releases/download/v0.10.7/file_v0.10.7_darwin_amd64.sigstore.json", "created_at": "2026-07-23T11:08:22Z", "updated_at": "2026-07-23T11:08:23Z", - "download_count": 1, + "download_count": 13, "size": 9796 }, { @@ -322,7 +322,7 @@ "browser_download_url": "https://conduit.gateway.scarf.sh/connector/download/ConduitIO/conduit-connector-file/releases/download/v0.10.7/file_v0.10.7_darwin_arm64", "created_at": 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pgvector (Postgres vector store). + description: |- + The pgvector destination connector is the flagship vector sink for Conduit's + AI data pipeline (CDC -> chunk -> embed -> pgvector), keeping a RAG index + fresh from Postgres. + + It is a write-only connector. Each incoming embedding record is upserted into + a pgvector table keyed by the record's stable key (the chunk_id), using + `INSERT ... ON CONFLICT () DO UPDATE`, so at-least-once redelivery + converges to a single row rather than duplicating it. + + At pipeline start the connector validates the configured embedding + `dimension` against the target table's `vector` column and fails fast with a + stable, actionable error (`ai.vector_dimension_mismatch`) if they disagree, + instead of failing silently on the first write. + version: v0.1.0 + author: Meroxa, Inc. + destination: + parameters: + - name: dimension + description: |- + Dimension is the embedding dimension the upstream model produces. It is + validated against the target table's vector column at pipeline start + (fail fast). There is no safe default, so it is required. + type: int + default: "" + validations: + - type: required + value: "" + - name: url + description: URL is the connection string for the target Postgres/pgvector database. + type: string + default: "" + validations: + - type: required + value: "" + - name: idMetadataKey + description: |- + IDMetadataKey is the record metadata key carrying the deterministic + chunk id ({source_key}:{index}), set by the chunking processor + (default "ai.chunk.id") and preserved by the embedding processor. When + present on a record it takes precedence over Record.Key as the upsert + conflict target; when absent, Record.Key is used (slice-1 behavior), + so records written outside the chunking pipeline still work. + type: string + default: ai.chunk.id + validations: [] + - name: keyColumn + description: |- + KeyColumn is the primary-key column used as the ON CONFLICT target for + idempotent upserts. It holds the record's stable chunk_id. + type: string + default: id + validations: [] + - name: metadataColumn + description: |- + MetadataColumn is the JSONB column that receives the record's metadata. + Leave empty to disable metadata writes. + type: string + default: metadata + validations: [] + - name: sourceKeyColumn + description: |- + SourceKeyColumn is the TEXT column that stores the source record's + stable key, populated on every upsert. Deletes match on this column + (not KeyColumn) so a source-record delete removes every chunk row ever + derived from it, even when the chunk count has changed since the last + embed (design doc §5's orphan-avoidance rule). Leave empty to disable + source_key population, falling back to a delete-by-KeyColumn match — + the slice-1 behavior, which can orphan rows and is not recommended for + the RAG pipeline. + type: string + default: source_key + validations: [] + - name: sourceKeyMetadataKey + description: |- + SourceKeyMetadataKey is the record metadata key carrying the source + record's key. The chunking processor sets this (default + "ai.chunk.source_key") and the embedding processor preserves it. + Required on every record when SourceKeyColumn is enabled. + type: string + default: ai.chunk.source_key + validations: [] + - name: table + description: |- + Table is the target table into which embedding rows are upserted. + Supports a Go template evaluated per record (default: the record's + OpenCDC collection), matching the Postgres connector's convention. + type: string + default: '{{ index .Metadata "opencdc.collection" }}' + validations: [] + - name: vectorColumn + description: |- + VectorColumn is the name of the pgvector `vector` column on the target + table. + type: string + default: embedding + validations: [] + - name: vectorField + description: |- + VectorField is the record payload field that carries the embedding + vector (a numeric array). + type: string + default: vector + validations: [] + - name: sdk.batch.delay + description: Maximum delay before an incomplete batch is written to the destination. + type: duration + default: "0" + validations: [] + - name: sdk.batch.size + description: Maximum size of batch before it gets written to the destination. + type: int + default: "0" + validations: + - type: greater-than + value: "-1" + - name: sdk.rate.burst + description: |- + Allow bursts of at most X records (0 or less means that bursts are not + limited). Only takes effect if a rate limit per second is set. Note that + if `sdk.batch.size` is bigger than `sdk.rate.burst`, the effective batch + size will be equal to `sdk.rate.burst`. + type: int + default: "0" + validations: + - type: greater-than + value: "-1" + - name: sdk.rate.perSecond + description: Maximum number of records written per second (0 means no rate limit). + type: float + default: "0" + validations: + - type: greater-than + value: "-1" + - name: sdk.record.format + description: |- + The format of the output record. See the Conduit documentation for a full + list of supported formats (https://conduit.io/docs/using/connectors/configuration-parameters/output-format). + type: string + default: opencdc/json + validations: [] + - name: sdk.record.format.options + description: |- + Options to configure the chosen output record format. Options are normally + key=value pairs separated with comma (e.g. opt1=val2,opt2=val2), except + for the `template` record format, where options are a Go template. + type: string + default: "" + validations: [] + - name: sdk.schema.extract.key.enabled + description: Whether to extract and decode the record key with a schema. + type: bool + default: "true" + validations: [] + - name: sdk.schema.extract.payload.enabled + description: Whether to extract and decode the record payload with a schema. + type: bool + default: "true" + validations: []