Inspiration
I'm a startup and I got penal-tied for missing tax report and financial report due to lack of invoice collection.
What it does
Aiwen AI Accountant help to record every transaction just need to upload the file. It'll generate tax report and financial report as per government templates to be ready to submit.
How we built it
I build highly precise RAG with multiple technique triggered by decision tree, such as Hybrid search, Knowledge graph, RAPTOR for structured data, AgenticRAG for complex cases. Then Aiwen ingests government regulations and accounting textbooks to be ready to consult user or do proper records.
Challenges we ran into
Connecting to Vietnamese accounting software cus they need established business partnership to give api access.
Accomplishments that we're proud of
Accountant can discuss and debate the professional cases.
What we learned
Harnessing to make the agent more deterministic than probabilistic
What's next for Aiwen - The AI Accountant
Commercialization.
Built With
- adalflow
- asyncpg
- asyncpraw
- beautiful-soup
- camoufox
- clickhouse
- cryptography
- dspy
- fastapi
- httpx
- litellm
- mypy
- nats
- opentelemetry
- patchright
- pdfplumber
- pillow
- playwright
- pydantic
- pyjwt
- pymupdf
- pytest
- python-3.12+
- python-docx
- qdrant
- redis
- ruff
- scikit-learn
- sentence-transformers
- umap
- uvicorn
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