arn-c0de / Crawllama
CrawlLama 🦙 is an local AI agent that answers questions via Ollama and integrates web- and RAG-based research.
Why this job: says: rag; topics: rag
What it does
- Adaptive agent hopping system. Automatic agent selection based on query complexity (low/mid/high), confidence-based escalation, and resource-aware adaptation (NEW v1.4.4)
- UI settings for adaptive report. Toggle the Adaptive Intelligence Report directly from the interactive settings menu (NEW v1.4.4)
- Multi-hop reasoning. LangGraph-based agent with a multi-step workflow (Router → Search → Analyze → Follow-Up → Synthesize → Critique)
- Restart command. Restart the agent without exiting the program
- Parallelization. Multi-aspect searches using thread pools for improved performance
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 16 days ago
- Stars
- 109
- On GitHub
- Licence
- Custom
- Read before business use
- Downloads for
- None listed
- No release files
- Latest version
- None yet
- No releases
- Built with
- Python
- 96% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 44% closed
- 9 still open
- Pull requests
- 16 merged
- 0 waiting
- Releases
- None
- Never published
More: languages, topics and project record
Languages
- Python 96%
- HTML 2%
- Shell 1%
- Batchfile 1%
Topics
- automation
- contribute
- ethical-scraping
- fastapi
- help-wanted
- knowledge-retrieval
- local-llm
- multi-hop-reasoning
- osint
- plugin-system
- python
- rag
Project record
- JobRAG and search
- StatusListed
- Commits461
- Forks4
- Watching4
- Stars in 28 days+5
- CreatedOct 22, 2025
- First seen by usNov 7, 2026
- CheckedNov 8, 2026