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Web Search Agent project in Python.

Python project   Last updated on - March 10, 2026
langchain agent web-search tavily react openai python autonomous
Ayush Pal
Ayush Pal
Python Java Data Science Machine Learning C Cpp HTML CSS JS 
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In this page Web Search Agent project is a desktop application which is developed in Python platform. This Python project with tutorial and guide for developing a code. Web Search Agent is a open source you can Download zip and edit as per you need. If you want more latest Python projects here. This is simple and basic level small project for learning purpose. Also you can modified this system as per your requriments and develop a perfect advance level project. This project can edit using a Visual Studio Code IDE. Following Python project contains all the important features which can be in use for the BE, BTech, MCA, BCA, Engineering, Bs.CS, IT, Software Engineering, Computer Science students and Devloper for their college projects. This script developed by Ayush Pal. This desktop application 100% working smooth without any bug. It is developed using NA and Database NA. This software code helpful in academic projects and research paper for final year computer science. To download Web Search Agent project in Python with source code files, please scroll down to the bottom of this page for the Download Zip file of source code button.

About project

project Name

Web Search Agent

Project Complexityadvanced
Duration15 Days
project ID13261
Developer NameAyush Pal
Publish DateMarch 10, 2026
project PlatformPython
Programming LanguageFor this particular Python project, NA is required
Front EndCLI Terminal Interface
Back EndPython, LangChain, Tavily Search API, OpenAI GPT-4o
IDE ToolVisual Studio Code
Database IntegrationNA
project Typedesktop Application
No of project Download0
project Total View10
Today Trends11
Current Month Trends11
Last Month Trends0

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Features of the Web Search Agent project

We will implement the following feature in the Python Web Search Agent Project:
An autonomous AI agent that searches the live web in real time to answer any question. Uses the ReAct framework where the agent thinks about what to search, performs the search, observes the results and repeats until confident answer is found. Features include live web search via Tavily API, multi-step ReAct reasoning loop, transparent step by step thought process displayed to user, handles complex multi-search research queries automatically.

User modules and function of Web Search Agent

We will implement the following functionalities in the Python Web Search Agent Project:
User types any question including current events, sports scores, recent research or any topic. The agent reasons aloud, performs web searches, reads results and delivers a final synthesized answer. All intermediate reasoning steps are shown transparently.

Software requirement to run this project

Python 3.10 or later Visual Studio Code IDE OpenAI API Key Tavily API Key (free at tavily.com) pip install langchain langchain-openai langchain-community tavily-python Operating System: Windows 10 / Windows 11

Hardware requirement to run this project

1. Laptop or Desktop 2. Minimum 4GB RAM 3. Minimum 1GB HDD 4. Active Internet Connection

How to install the project?

After you finish downloading the project, unzip the project file.

Step 1 : Download and extract the zip file to your desired folder

Step 2 : Install Python 3.10 or later from python.org

Step 3 : Open Visual Studio Code -> File -> Open Folder -> select extracted folder

Step 4 : Open terminal in VS Code -> Terminal -> New Terminal

Step 5 : Run: pip install langchain langchain-openai langchain-community tavily-python

Step 6 : Open 03_web_search_agent.py and replace YOUR_OPENAI_API_KEY_HERE with your OpenAI key

Step 7 : Replace YOUR_TAVILY_API_KEY_HERE with your Tavily key then run: python 03_web_search_agent.py

How to import database?

Step 1 : This project does not use a local database

Step 2 : Get a free Tavily API key by signing up at tavily.com

Step 3 : Open 03_web_search_agent.py and paste your Tavily key in the placeholder

Step 4 : Ensure active internet connection is available for live web search

Step 5 : Run the program — agent searches the live web in real time automatically

Why a download Web Search Agent project from kashipara?

Downloading the Web Search Agent project from Kashipara is a best choice for students, beginners, and developers looking for a reliable, well documented, and ready to use project in Python.

Top benifit to Download our project over other website:

  • Our Web Search Agent Source Code in Python completly working. This project easy to understand and fully customizable as per your requriments.
  • Free Download our Web Search Agent projects.
  • Comprehensive Documentation:
    • We provide project Synopsis
    • Web Search Agent project Abstract in PDF and PPT formats download in reports.
    • Detailed Project Report
  • UML & Technical Diagrams Included:
  • This project Ideal for Academic Projects Perfect for B.E., B.Tech, MCA, BCA, BSc CS, and IT students
  • 100% Working Project – Tested and bug free.
  • Developed for Learning & Research – A strong foundation for building advanced Web Search Agent applications

How to create diagram?

Creating diagrams like Class Diagrams, Use Case Diagrams, Entity–Relationship (ER) Diagrams, Data Flow Diagrams (DFD), and Sequence Diagrams is essential for designing and understanding software systems. Here’s a proper guide to help you get started with each type:

Web Search Agent project output screen

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