semble
★ 5.7k
vs
adk-redis
★ 29
semble vs adk-redis
semble: Semble is a high-performance code search library designed for AI agents, providing instant access to precise code snippets. It offers significantly faster indexing and querying compared to transformer models, achieving 99% of their retrieval quality while running entirely on CPU without external dependencies.; adk-redis: Redis integration for Google Agent Development Kit (ADK) - Memory, Sessions, Search Tools, MCP
01
TL;DR
Choose semble if…Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
Choose adk-redis if…you need agent-memory capabilities
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Side-by-Side Comparison
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Features
semble01Fast performance on CPU (indexes in ~250ms, queries in ~1.5ms)
02High accuracy (NDCG@10 of 0.854), comparable to transformer models
03Supports indexing local paths and remote Git repositories
04Functions as an MCP server for various AI agents
05Zero setup, no API keys, GPU, or external services required
adk-redis—
04
Use Cases
semble↳Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
↳Searching local or remote codebases for specific code snippets based on natural language or code queries
↳Finding semantically similar code sections related to a given file path and line number
adk-redis—
05
Best For
sembleCode AssistantRAG / Knowledge Base
adk-redis—
FAQ
FAQ
What is the difference between semble and adk-redis?
Both semble and adk-redis are in the RAG / Knowledge Base category. semble has 5.7k stars, while adk-redis has 29 stars.
Which is better, semble or adk-redis?
The best choice depends on your use case. Choose semble if Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities, and adk-redis if you need agent-memory capabilities.
Is semble free or open source?
Yes, semble is open source on GitHub (MIT).
Is adk-redis free or open source?
Yes, adk-redis is open source on GitHub (Apache-2.0).
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