Finntegrate/tapio

Language selection in the chat UI about 3 hours ago

help wanted good first issue ux

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Verify README installation and setup instructions work end-to-end 5 days ago

help wanted good first issue

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Date and time awareness tool 6 days ago

help wanted good first issue agents

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Structured logging and LLM observability 6 days ago

help wanted platform ops

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Dependency and container vulnerability scanning 7 days ago

help wanted good first issue dx security

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Usage metrics dashboard 7 days ago

help wanted good first issue platform ops

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Abstract the crawler interface 7 days ago

help wanted good first issue rag

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Partner dashboard 7 days ago

help wanted ux partners

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Design partner org and reporting model 7 days ago

help wanted auth ops partners

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Production deployment 7 days ago

help wanted platform

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Knowledge base freshness and scheduled re-indexing 7 days ago

help wanted rag platform

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

API key and secrets management 7 days ago

help wanted dx security

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

GDPR compliance review and data inventory 7 days ago

help wanted auth security

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Error tracking and alerting 7 days ago

help wanted platform ops

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Evaluate and plan UI beyond Gradio 7 days ago

help wanted platform ux

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Conversation history and session continuity 7 days ago

help wanted platform ux

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

UX research: what do users actually need? 7 days ago

help wanted ux

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Usage quotas and rate limiting 7 days ago

help wanted auth platform ops

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Implement user authentication 7 days ago

help wanted auth platform

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Design auth and tenancy model 7 days ago

help wanted auth security partners

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Guardrails for sensitive and off-topic queries 7 days ago

help wanted agents security safety

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Response grounding and source citation 7 days ago

help wanted agents ux safety

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

AI system evaluation framework 7 days ago

help wanted rag agents

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Multi-language retrieval support 7 days ago

help wanted rag ux

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Improve chunking and embedding pipeline 7 days ago

help wanted rag

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Add optional Kagi Extract crawler backend 7 days ago

help wanted rag

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Add optional Cloudflare Browser Rendering crawler backend 7 days ago

help wanted rag

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Evaluate and migrate to Crawl4AI 7 days ago

help wanted rag

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Kagi Search tool for live web lookups 7 days ago

help wanted agents

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Wrap RAG retrieval as a LangGraph tool 7 days ago

help wanted rag agents

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Tool registry and cost guard 7 days ago

help wanted agents ops

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Add LangGraph checkpointer for persistent conversation state 7 days ago

help wanted agents platform

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Implement remaining specialist agents (Sampo, Rauni, Otso) 7 days ago

help wanted agents

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Implement Ilmarinen specialist agent (immigration documents) 7 days ago

help wanted agents

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Implement Tapio orchestrator agent 7 days ago

help wanted agents

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Design the Tapio agent architecture 7 days ago

help wanted agents

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Add mise task runner targets for common workflows 7 days ago

help wanted good first issue dx

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

No-GPU demo mode for Codespaces 7 days ago

help wanted good first issue dx

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Configurable LLM provider abstraction 7 days ago

help wanted agents dx

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Validate Codespaces end-to-end workflow 7 days ago

help wanted good first issue dx

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Document the GitHub project workflow 7 days ago

documentation help wanted good first issue

Finntegrate/tapio

2

Helpful chat companion for Finnish immigrants.

Python

#ai-agents#finland#generative-ai#immigration#large-language-models

Open Issues Need Help