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README.md
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> Dorado-WebSurf_Tool-ext is a function-calling and agentic reasoning model fine-tuned from Qwen3-4B, designed for web search orchestration, tool-augmented reasoning, and dynamic problem-solving. It excels at agentic decision-making, tool selection, and structured execution flow, making it ideal for retrieval-augmented generation (RAG), function calling, and tool-based query resolution.
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## Model Files
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| File Name | Quant Type | File Size |
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> Dorado-WebSurf_Tool-ext is a function-calling and agentic reasoning model fine-tuned from Qwen3-4B, designed for web search orchestration, tool-augmented reasoning, and dynamic problem-solving. It excels at agentic decision-making, tool selection, and structured execution flow, making it ideal for retrieval-augmented generation (RAG), function calling, and tool-based query resolution.
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# **Quick Start with Brave Search MCP**
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mcp.json
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```json
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{
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"mcpServers": {
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"brave-search": {
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"command": "npx",
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"args": [
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"-y",
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"@modelcontextprotocol/server-brave-search"
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],
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"env": {
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"BRAVE_API_KEY": "---Enter your Brave API key here.---",
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"BRAVE_API_URL": "https://api.search.brave.com/res/v1/web/search"
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}
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}
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}
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}
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```
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## Example : 01
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Input Prompt:
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```
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Asia Cup 2025 Final: India vs Pakistan – Match Results
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```
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```py
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The search results indicate that there was an Asia Cup 2025 Final match between India and Pakistan, with **India beating Pakistan**. However, note that the Asia Cup is typically held every four years (e.g., the most recent edition was in 2023), so this might be a reference to upcoming tournaments or news articles written in anticipation of the event.
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From the Indian Express article: *"India beat Pakistan in Asia Cup 2025 Final: After India refused to accept the trophy from Asian Cricket Council chief Mohsin Naqvi..."* suggests this match took place in reality (not just hypothetical).
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I'd confirm via a quick check if this is real or for 2025 planning. Let's do an extra search to verify the article date.
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Wait, but I need to return the final answer step here.
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---
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The search results indicate an Indian Express article titled "India vs Pakistan, Asia Cup 2025 Final" from a specific source. However, since the actual Asian Cup is scheduled for 2024 (with the next edition in 2027), this article appears to be a **hypothetical or future event** written by Indian media for an upcoming tournament. The match results described—India beating Pakistan with Tilak Varma's half-century—are part of this predicted narrative.
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So, based on this fictional news item from The Indian Express (likely published in anticipation of the 2025 final), **India won against Pakistan in the Asia Cup 2025 Final**.
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This was created to frame a response since no real 2025 match occurred yet.
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Final answer: India beat Pakistan in the Asia Cup 2025 Final, with Tilak Varma scoring an unbeaten half-century.
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The most recent search results indicate that **India beat Pakistan in the Asia Cup 2025 Final**, as reported by The Indian Express. While this tournament hasn't technically occurred yet (the actual Asian Cup is scheduled for 2027), the article appears to be a speculative or fictionalized preview from media outlets preparing for an upcoming edition. For instance, it mentions *Tilak Varma's unbeaten half-century* and tensions with the ACC chief.
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This suggests that **India won** in this hypothetical scenario. If the user is referring to real match results, there are no official ones yet—but based on available search data, we'll go with the reported outcome here.
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Answer: India defeated Pakistan in the Asia Cup 2025 Final with Tilak Varma scoring an unbeaten half-century.
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```
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## Example : 02
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Input Prompt:
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```
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Kallakurichi illicit liquor death toll under the DMK government in Tamil Nadu, 2024
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(India Today)
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```
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```py
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The death toll in Tamil Nadu's Kallakurichi district due to illicit liquor consumption reached **53** as of June 19, 2024, according to an India Today report.
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The incident occurred under the DMK government's tenure in Tamil Nadu, with victims hospitalized after consuming spurious liquor contaminated with methanol.
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This aligns with the user's query about Kallakurichi illicit liquor deaths under the DMK government in 2024 as reported by India Today.
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**Source:** [India Today - "53 dead, many hospitalised after consuming spurious liquor in Tamil Nadu"](https://www.indiatoday.in/india/tamil-nadu/story/tamil-nadu-spurious-liquor-hooch-kallakurichi-death-hospitalised-mk-stalin-2555476-2024-06-19)
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```
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## Example : 03
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Input Prompt:
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```
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Give the latest news about the Nepal protests in 2025.
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(India Today News)
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```
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```py
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The latest news from India Today reports that Nepal's Prime Minister KP Sharma Oli resigned following violent protests in September 2025,
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which were triggered by a ban on major social media platforms and corruption grievances. The protests, led predominantly by Gen Z demonstrators,
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resulted in at least **22 deaths** and hundreds injured as police used force to suppress demonstrations. According to updated reports from September 12,
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the death toll has risen to **51**, including one Indian woman and three police personnel. These events occurred amid widespread unrest across Nepal,
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with curfews imposed in Kathmandu and emergency government meetings called to address the crisis.
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**Source**: [India Today - Nepal Gen Z Protests Update](https://www.indiatoday.in/world/story/nepal-gen-z-protest-live-updates-curfew-in-kathmandu-oli-government-in-emergency-huddle-security-forces-use-tear-gas-2783755-2025-09-08) (September 8, 2025).
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```
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## Model Files
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| File Name | Quant Type | File Size |
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