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raga-ai-hub/RagaAI-Catalyst

Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view

Python Apache-2.0 main Stack scanned README.md
Stars
16,144
Forks
3,575
Watchers
37
Issues
34
Commits
1,095
Awesome lists
1

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Activity and growth

Tracked growth, recent movement, and commit velocity from stored repository snapshots.

Latest capture 2026-07-15 03:10

Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Stars since baseline
-23
Snapshot coverage
5

Tracked growth

5 captures since 2026-05-25

Stars from baseline -23

Time horizon

All tracked data

Stars history

Total stars

Commits history

Default branch commits

Detected stack

Frameworks, package managers, ecosystems, and dependency manifests found during catalog scans.

Scanned 2026-07-15 03:10

Stack signals
4
Package managers
2
Manifest files
12
Dependencies
191

Frameworks and tools

  • FastAPI web framework · high confidence
  • LangChain ai framework · high confidence
  • LlamaIndex ai framework · high confidence
  • pytest test framework · high confidence
PEP 517 pip python

Dependency files

12 manifests
  • pyproject.toml python ecosystem, 47 dependencies
  • requirements.txt python ecosystem, 100 dependencies
  • ragaai_catalyst/redteaming/requirements.txt python ecosystem, 4 dependencies
  • examples/crewai/scifi_writer/requirements.txt python ecosystem, 2 dependencies
  • examples/haystack/news_fetching/requirements.txt python ecosystem, 2 dependencies
  • examples/langchain/medical_rag/requirements.txt python ecosystem, 7 dependencies
  • examples/langgraph/personal_research_assistant/requirements.txt python ecosystem, 3 dependencies
  • examples/llamaindex_examples/legal_research_rag/requirements.txt python ecosystem, 6 dependencies
  • 4 more files

Classification

Searchable topics, generated tags, and stack labels that explain where this repository fits.

Topics
12
Tags
0
Stacks
4

AI development signals

Agent instructions and tool configuration paths found in the repository tree.

0 paths
No AI development config files detected.

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Metadata

Language
Python
License
Apache-2.0
Default branch
main
Created
2024-08-26
First commit
2024-09-27
Last pushed
2026-02-11
GitHub updated
2026-07-14
Last synced
2026-07-15 03:10
Stack detected
2026-07-15 03:10
Archived
no

Appears in

1