Grep ko bhool jao. Semble 98% kam tokens.

Day 54 — Semble code search for AI agents. Grep plus read ke comparison mein 98% kam tokens. CPU pe chalta hai, no GPU, no API key.

Mein Claude Code ka heavy user hoon — har grep, har file read tokens kha jaata hai. Semble try kiya. Setup ek line ka hai. MCP server ki tarah lagta hai Claude Code, Cursor, Codex, OpenCode ke saath.

📖 Full step-by-step install + worked example (grep+read vs Semble side-by-side, ~14,500 tokens → ~720 tokens):
https://abhishekpaul.dev/tutorials/semble-code-search

Source: https://github.com/MinishLab/semble

⏱ Timestamps
00:00 Grep mehenga pad raha hai
00:15 Semble kya hai
00:35 Kaise kaam karta hai
00:55 Speed — 250ms index, 1.5ms query
01:15 Claude Code mein setup
01:35 semble savings command
01:50 Mera honest take

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#ClaudeCode #Shorts #AICoding #Semble #MCPServer #DevTools #IndianDevs

Видео Grep ko bhool jao. Semble 98% kam tokens. канала Making_time