temporay change: run this task alone: 8e867cd7-cff9-4e6c-867a-ff5ddc2550be

temporary change to run sub-set of tasks...

add detailed docstring for app.py

just run the agent on a one question with task-id:"8e867cd7-cff9-4e6c-867a-ff5ddc2550be"

import tool from langchain_classic.tools

import create_react_agent from langchain_classic.agents

restored app.py app.py to original and update requirements.txt to pinned langchain package versions

debug code :trying to diagnose importError below

revert create_react_agent import to original (from langchain.agents import create_react_agent)

fix for import error below

gemini-2.5-flash

just run for task: cca530fc-4052-43b2-b130-b30968d8aa44 to check if submission goes through

Update app.py

gemini-2.5-flash

gemini-2.0-flash-lite

gemini-2.5-flash

gemini-2.0-flash-lite

gemini-2.5-flash

gemini-2.5-flash-lite

Update app.py

run only chess task

+ chess_engine_tool tool using stockfish and python-chess

Update app.py

gemini-2.0-flash

gemini-2.0-flash-lite

Update app.py

gemini-2.5-flash

gemini-2.0-flash

gemini-2.5-flash-lite

gemini-2.0-flash-lite

prompt tuning

+30 sec delay b/w task execution

gemini-2.5-flash

gemini-2.0-flash

+30 sec delay b/w reqs

gemini-2.5-flash

gemini-2.0-flash

gemini-2.5-flash-lite

switch to gemini-2.5-flash

switch to gemini-2.0-flash

switch to gemin-2.5-flash

undo temp changes to run only task:2d83110e-a098-4ebb-9987-066c06fa42d0

temp fix to run task only 2d83110e-a098-4ebb-9987-066c06fa42d0

increase max_iterations to 30 to accomodate for complex multi-step reasoinng questions (with failure retries)

switch to gemini-flash

updates to enable use of serpapi, increase max_iterations for complex tasks

run all questions without serpapi search tool

prompt tuning : force use of Thought/Action cycle

temporary update: just run task: 3cef3a44-215e-4aed-8e3b-b1e3f08063b7

Update app.py