johnsonhk88 / AI-Bank-Statement-Document-Automation-By-LLM-And-Personal-Finanical-Analysis-Prediction
AI Bank Statement Document Automation By LLM model and Personal Finanical Analysis
Why this job: topics: langchain, crewai, ai-agents
What it does
- Advanced PDF Parsing. YOLO layout detection + OCR + LLM-based table extraction
- Multi-harness agents. CrewAI baseline, LangChain Deep Agents (agentskills.io), Hermes (Docker sandbox)
- Agent Skills. Domain skills for bank-statement parsing, PII redaction, financial analysis, RAG, and output format
- Local LLM First. vLLM, SGLang, Strata, LM Studio, Ollama via LiteLLM; frontend picks a live /v1/models list
- GPU monitoring. Prometheus + Grafana (DCGM + node-exporter), same pattern as the engine repos
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 2 days ago
- Stars
- 631
- On GitHub
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- None yet
- No releases
- Built with
- Jupyter Notebook
- 98% of the code
Is it looked after?
- Contributors
- 1
- Last 90 days
- Issues
- None
- No issues filed
- Pull requests
- 1 merged
- 0 waiting
- Releases
- None
- Never published
- No contributing guide
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Jupyter Notebook 98%
- Python 1%
- TypeScript <1%
- Shell <1%
Topics
- ai-agents
- crewai
- document-automation
- gemma
- langchain
- llm
- ocr
- ollama
- openrouter
- python
- rag
Project record
- JobAgent frameworks
- StatusListed
- Commits86
- Forks123
- Watching7
- Stars in 28 days+5
- CreatedJul 3, 2024
- First seen by usNov 7, 2026
- CheckedNov 7, 2026