bagofwords

Chat with your data - with memory, rules, and observability built in. Deploy in 2 minutes

Data confidence90/100
Source coverage90/100
Publish confidence90/100
Evidence checkedSep 11, 2026
About this tool

What ToolVitals knows about bagofwords

Chat with your data - with memory, rules, and observability built in. Deploy in 2 minutes

This tool has an OSI-approved open-source license signal.

Commit continuity, contributor activity, and delivery signals are strong.

Source-visible projectAI Agent ToolsOSI-approved OSSScored Intelligence
Score Breakdown

Public signal read

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How to read this

The overall score reflects ToolVitals maintenance and delivery evidence. Adoption is shown as public context only and does not change the overall score.

Activity
Commit activity across recent and sustained windows, with releases as a small supporting signal.
Reliability
Maintenance posture from commit recency, continuity, and active contributors.
Adoption
Public footprint from GitHub stars and forks when available.
ToolVitals97/100Health96/100Shipping98/100Zombie Risk1/100
Overall Score97Active
Activity98
Reliability96
Adoption51
Project provenance

Fork network

Popular active forks

Highest GitHub star count first
Repository

GitHub Activity

PY
bagofwords1/bagofwords
Stars453
Forks84
Contributors5Active in 90d · as of Sep 10, 2026
Open Issues46
Primary Language
Python
Last Commit
Today
Commits 30d
543
Commits 90d
3,103
Releases 90d
30
Default Branch
main
License
AGPL-3.0
Repository Status
Active repository
Evidence

Signal Quality

Data Confidence90/100Strong
Source Coverage90/100Strong
Publish Confidence90/100Strong

ConfidenceHigh-confidence score from multiple public signals.

Zombie RiskNo meaningful zombie signal right now.

How ToolVitals scores work
Openness

License Evidence

Class
OSI-approved OSS
License
AGPL-3.0

This tool has an OSI-approved open-source license signal.

Sources

Tracked Sources

Profile

Classification

Category
Data
Use Case
AI Agent Tools
Openness
OSI-approved OSS
License
AGPL-3.0
Tool Mode
Source-visible project
Score Model
Open Source Maintenance
Score Visibility
Scored Intelligence
Status
Active
Maintainers

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Machine-readable profile

Use the clean Markdown or structured JSON representation from the same published ToolVitals evidence snapshot.

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Latest

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Tags
analyticsdashboardbiopen-sourceagentsaidatatext2sqlvisualizationobservabilityagentic-analyticsbusiness-intelligencedashboardsreportingtext-to-sqldata-agentsroot-cause-analysisautomationmcpself-hostedscheduled-reportsai-analystdata-visualizationanalytics-observabilityconversational-analytics

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