vedhakoushik

vedhakoushik/agent-aware

Agentic multi-platform search & compare (LangGraph + FastAPI + React): one query searches many sites, compares like-for-like, and recommends the best — with visible agent-to-agent reasoning.

2 stars 0 forks 2 watchers Python MIT License

ai-agents browser-automation fastapi langchain langgraph llm multi-agent python rag react

9 Open Issues Need Help Last updated: Sep 8, 2026

Open Issues Need Help

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_iata() silently invents airport codes for any city outside its 19-entry table (Bhubaneswar -> BHU = wrong city) 15 days ago

bug good first issue

vedhakoushik/agent-aware

2

Agentic multi-platform search & compare (LangGraph + FastAPI + React): one query searches many sites, compares like-for-like, and recommends the best — with visible agent-to-agent reasoning.

Python

#ai-agents#browser-automation#fastapi#langchain#langgraph#llm#multi-agent#python#rag#react

Enhancement: per-run token/cost accounting panel + preflight quota warning 15 days ago

enhancement help wanted

vedhakoushik/agent-aware

2

Agentic multi-platform search & compare (LangGraph + FastAPI + React): one query searches many sites, compares like-for-like, and recommends the best — with visible agent-to-agent reasoning.

Python

#ai-agents#browser-automation#fastapi#langchain#langgraph#llm#multi-agent#python#rag#react

Enhancement: persist finished runs — shareable permalink, JSON/CSV export, Slack summary 15 days ago

enhancement help wanted

vedhakoushik/agent-aware

2

Agentic multi-platform search & compare (LangGraph + FastAPI + React): one query searches many sites, compares like-for-like, and recommends the best — with visible agent-to-agent reasoning.

Python

#ai-agents#browser-automation#fastapi#langchain#langgraph#llm#multi-agent#python#rag#react

Enhancement: extend the fast structured-API tier beyond flights (hotels, products, events) 15 days ago

enhancement help wanted

vedhakoushik/agent-aware

2

Agentic multi-platform search & compare (LangGraph + FastAPI + React): one query searches many sites, compares like-for-like, and recommends the best — with visible agent-to-agent reasoning.

Python

#ai-agents#browser-automation#fastapi#langchain#langgraph#llm#multi-agent#python#rag#react

Process-global trackers corrupt concurrent searches — two users share one progress/agent-bus/browser tracker 15 days ago

bug enhancement help wanted

vedhakoushik/agent-aware

2

Agentic multi-platform search & compare (LangGraph + FastAPI + React): one query searches many sites, compares like-for-like, and recommends the best — with visible agent-to-agent reasoning.

Python

#ai-agents#browser-automation#fastapi#langchain#langgraph#llm#multi-agent#python#rag#react

Split backend/nodes/search.py (1,358 lines) into per-tier modules 15 days ago

help wanted refactor

vedhakoushik/agent-aware

2

Agentic multi-platform search & compare (LangGraph + FastAPI + React): one query searches many sites, compares like-for-like, and recommends the best — with visible agent-to-agent reasoning.

Python

#ai-agents#browser-automation#fastapi#langchain#langgraph#llm#multi-agent#python#rag#react

No linter in CI, and requirements.txt is entirely unpinned (no lockfile) 15 days ago

good first issue ci

vedhakoushik/agent-aware

2

Agentic multi-platform search & compare (LangGraph + FastAPI + React): one query searches many sites, compares like-for-like, and recommends the best — with visible agent-to-agent reasoning.

Python

#ai-agents#browser-automation#fastapi#langchain#langgraph#llm#multi-agent#python#rag#react

Core pipeline nodes have no tests — intent, compare, segregate, dimensions, llm routing all uncovered 15 days ago

help wanted good first issue tests

vedhakoushik/agent-aware

2

Agentic multi-platform search & compare (LangGraph + FastAPI + React): one query searches many sites, compares like-for-like, and recommends the best — with visible agent-to-agent reasoning.

Python

#ai-agents#browser-automation#fastapi#langchain#langgraph#llm#multi-agent#python#rag#react

Docker image is broken: entrypoint runs 'streamlit run frontend/app.py', but frontend/ is gone and streamlit isn't installed 15 days ago

bug help wanted

vedhakoushik/agent-aware

2

Agentic multi-platform search & compare (LangGraph + FastAPI + React): one query searches many sites, compares like-for-like, and recommends the best — with visible agent-to-agent reasoning.

Python

#ai-agents#browser-automation#fastapi#langchain#langgraph#llm#multi-agent#python#rag#react