KB Statistics Keywords

Knowledge Base Statistics keywords provide real-time information about your Qdrant vector database collections. Use these keywords to monitor document counts, storage usage, and indexing activity.

Overview

These keywords are useful for:

Administration: Monitor KB health and growth
Dashboards: Display statistics in admin interfaces
Automation: Trigger actions based on KB state
Compliance: Track document retention and storage

Available Keywords

Keyword	Returns	Description
`KB STATISTICS`	JSON	Complete statistics for all collections
`KB COLLECTION STATS`	JSON	Statistics for a specific collection
`KB DOCUMENTS COUNT`	Integer	Total document count for bot
`KB DOCUMENTS ADDED SINCE`	Integer	Documents added in last N days
`KB LIST COLLECTIONS`	Array	List of collection names
`KB STORAGE SIZE`	Float	Total storage in MB

KB STATISTICS

Returns comprehensive statistics about all knowledge base collections for the current bot.

Syntax

stats = KB STATISTICS

Return Value

JSON string containing:

{
  "total_collections": 3,
  "total_documents": 5000,
  "total_vectors": 5000,
  "total_disk_size_mb": 125.5,
  "total_ram_size_mb": 62.3,
  "documents_added_last_week": 150,
  "documents_added_last_month": 620,
  "collections": [
    {
      "name": "kb_bot-id_main",
      "vectors_count": 3000,
      "points_count": 3000,
      "segments_count": 2,
      "disk_data_size": 78643200,
      "ram_data_size": 39321600,
      "indexed_vectors_count": 3000,
      "status": "green"
    }
  ]
}

Example

REM Get and display KB statistics
stats = KB STATISTICS
statsObj = JSON PARSE stats

TALK "Your knowledge base has " + statsObj.total_documents + " documents"
TALK "Using " + FORMAT(statsObj.total_disk_size_mb, "#,##0.00") + " MB of storage"

IF statsObj.documents_added_last_week > 100 THEN
    TALK "High activity! " + statsObj.documents_added_last_week + " documents added this week"
END IF

KB COLLECTION STATS

Returns detailed statistics for a specific Qdrant collection.

Syntax

stats = KB COLLECTION STATS collection_name

Parameters

Parameter	Type	Description
`collection_name`	String	Name of the collection

Return Value

JSON string with collection details:

{
  "name": "kb_bot-id_products",
  "vectors_count": 1500,
  "points_count": 1500,
  "segments_count": 1,
  "disk_data_size": 52428800,
  "ram_data_size": 26214400,
  "indexed_vectors_count": 1500,
  "status": "green"
}

Example

REM Check specific collection health
collections = KB LIST COLLECTIONS

FOR EACH collection IN collections
    stats = KB COLLECTION STATS collection
    collObj = JSON PARSE stats
    
    IF collObj.status <> "green" THEN
        TALK "Warning: Collection " + collection + " status is " + collObj.status
    END IF
NEXT

KB DOCUMENTS COUNT

Returns the total number of documents indexed for the current bot.

Syntax

count = KB DOCUMENTS COUNT

Return Value

Integer representing total document count.

Example

docCount = KB DOCUMENTS COUNT

IF docCount = 0 THEN
    TALK "Your knowledge base is empty. Upload some documents to get started!"
ELSE
    TALK "You have " + FORMAT(docCount, "#,##0") + " documents in your knowledge base"
END IF

KB DOCUMENTS ADDED SINCE

Returns the number of documents added within the specified number of days.

Syntax

count = KB DOCUMENTS ADDED SINCE days

Parameters

Parameter	Type	Description
`days`	Integer	Number of days to look back

Return Value

Integer representing documents added in the time period.

Example

REM Activity report
lastDay = KB DOCUMENTS ADDED SINCE 1
lastWeek = KB DOCUMENTS ADDED SINCE 7
lastMonth = KB DOCUMENTS ADDED SINCE 30

TALK "Document Activity Report"
TALK "Last 24 hours: " + lastDay + " documents"
TALK "Last 7 days: " + lastWeek + " documents"
TALK "Last 30 days: " + lastMonth + " documents"

REM Calculate daily average
IF lastWeek > 0 THEN
    avgDaily = lastWeek / 7
    TALK "Daily average: " + FORMAT(avgDaily, "#,##0.0")
END IF

KB LIST COLLECTIONS

Returns an array of all collection names belonging to the current bot.

Syntax

collections = KB LIST COLLECTIONS

Return Value

Array of collection name strings.

Example

collections = KB LIST COLLECTIONS

IF LEN(collections) = 0 THEN
    TALK "No collections found"
ELSE
    TALK "Your collections:"
    FOR EACH name IN collections
        TALK "  - " + name
    NEXT
END IF

KB STORAGE SIZE

Returns the total disk storage used by all collections in megabytes.

Syntax

sizeMB = KB STORAGE SIZE

Return Value

Float representing storage size in MB.

Example

storageMB = KB STORAGE SIZE

TALK "Storage used: " + FORMAT(storageMB, "#,##0.00") + " MB"

REM Alert if storage is high
IF storageMB > 1000 THEN
    TALK "Warning: Knowledge base exceeds 1 GB. Consider archiving old documents."
END IF

Complete Example: KB Dashboard

REM Knowledge Base Dashboard
REM Displays comprehensive statistics

DESCRIPTION "View knowledge base statistics and health"

TALK "📊 **Knowledge Base Dashboard**"
TALK ""

REM Get overall statistics
stats = KB STATISTICS
statsObj = JSON PARSE stats

REM Summary section
TALK "**Summary**"
TALK "Collections: " + statsObj.total_collections
TALK "Documents: " + FORMAT(statsObj.total_documents, "#,##0")
TALK "Vectors: " + FORMAT(statsObj.total_vectors, "#,##0")
TALK ""

REM Storage section
TALK "**Storage**"
TALK "Disk: " + FORMAT(statsObj.total_disk_size_mb, "#,##0.00") + " MB"
TALK "RAM: " + FORMAT(statsObj.total_ram_size_mb, "#,##0.00") + " MB"
TALK ""

REM Activity section
TALK "**Recent Activity**"
TALK "Last 7 days: " + FORMAT(statsObj.documents_added_last_week, "#,##0") + " documents"
TALK "Last 30 days: " + FORMAT(statsObj.documents_added_last_month, "#,##0") + " documents"

REM Calculate growth rate
IF statsObj.documents_added_last_month > 0 THEN
    growthRate = (statsObj.documents_added_last_week / (statsObj.documents_added_last_month / 4)) * 100 - 100
    IF growthRate > 0 THEN
        TALK "Growth trend: +" + FORMAT(growthRate, "#,##0") + "% vs average"
    ELSE
        TALK "Growth trend: " + FORMAT(growthRate, "#,##0") + "% vs average"
    END IF
END IF

REM Health check
TALK ""
TALK "**Health Status**"
allHealthy = true
FOR EACH coll IN statsObj.collections
    IF coll.status <> "green" THEN
        TALK "⚠️ " + coll.name + ": " + coll.status
        allHealthy = false
    END IF
NEXT

IF allHealthy THEN
    TALK "✅ All collections healthy"
END IF

REM Store for dashboard
SET BOT MEMORY "kb_last_check", NOW()
SET BOT MEMORY "kb_total_docs", statsObj.total_documents
SET BOT MEMORY "kb_storage_mb", statsObj.total_disk_size_mb

Use Cases

1. Admin Monitoring Bot

REM Daily KB health check
SET SCHEDULE "kb-health" TO "0 8 * * *"
    stats = KB STATISTICS
    statsObj = JSON PARSE stats
    
    IF statsObj.total_disk_size_mb > 5000 THEN
        SEND MAIL "admin@example.com", "KB Storage Alert", 
            "Knowledge base storage exceeds 5 GB: " + statsObj.total_disk_size_mb + " MB"
    END IF
END SCHEDULE

2. User-Facing Statistics

REM Show user their document count
docCount = KB DOCUMENTS COUNT
TALK "Your bot has learned from " + docCount + " documents"
TALK "Ask me anything about your content!"

3. Compliance Reporting

REM Monthly compliance report
lastMonth = KB DOCUMENTS ADDED SINCE 30
storageSize = KB STORAGE SIZE

report = "Monthly KB Report\n"
report = report + "Documents added: " + lastMonth + "\n"
report = report + "Total storage: " + FORMAT(storageSize, "#,##0.00") + " MB\n"

SEND MAIL "compliance@example.com", "Monthly KB Report", report

Notes

Statistics are fetched in real-time from Qdrant
Large collections may have slight delays in statistics updates
Document counts from the database may differ slightly from vector counts if indexing is in progress
Collection names follow the pattern kb_{bot_id}_{collection_name}

General Bots Documentation

KB Statistics Keywords

Overview

Available Keywords

KB STATISTICS

Syntax

Return Value

Example

KB COLLECTION STATS

Syntax

Parameters

Return Value

Example

KB DOCUMENTS COUNT

Syntax

Return Value

Example

KB DOCUMENTS ADDED SINCE

Syntax

Parameters

Return Value

Example

KB LIST COLLECTIONS

Syntax

Return Value

Example

KB STORAGE SIZE

Syntax

Return Value

Example

Complete Example: KB Dashboard

Use Cases

1. Admin Monitoring Bot

2. User-Facing Statistics

3. Compliance Reporting

Notes

See Also

Keyboard shortcuts

General Bots Documentation