redis-development
Audited by Runlayer on Mar 11, 2026
Risky tool definition detected
else: response = llm.generate("What is Redis?") # Store for future queries lang_cache.set( prompt="What is Redis?", response=response ) ``` **LangCache REST API:** ```bash # Search cache curl -X POST "https://$HOST/v1/caches/$CACHE_ID/entries/search" \ -H "Authorization: Bearer $API_KEY" \ -H "Content-Type: application/json" \ -d '{"prompt": "What is Redis?"}' # Store a response curl -X POST "https://$HOST/v1/caches/$CACHE_ID/entries" \ -H "Authorization: Bearer $API_KEY" \ -H "Content-Type: app
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```bash # Allow only application servers iptables -A INPUT -p tcp --dport 6379 -s 192.168.1.0/24 -j ACCEPT
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Prompt Injection
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Pass context to LLM context = " ".join([r["content"] for r in results]) response = llm.generate(f"Context: {context} Question: {user_question}") ``` **Best practices:** - Normalize vectors if using COSINE distance - Batch inserts using `index.load()` with lists - Set appropriate M and EF_CONSTRUCTION for HNSW based on dataset size - Use filters to reduce the search space before vector comparison - Consider chunking long documents for better retrieval Reference: [Redis RAG Quickstart](https://red
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**Java** (Jedis): ```java import redis.clients.jedis.UnifiedJedis; import java.util.Map; import java.util.HashMap; try (UnifiedJedis jedis = new UnifiedJedis("redis://localhost:6379")) { Map<String, String> hashFields = new HashMap<>(); hashFields.put("air_quality", "256"); hashFields.put("battery_level", "89"); jedis.hset("sensor:sensor1", hashFields); // Set 60-second TTL on specific fields (Redis 7.4+) jedis.hexpire("sensor:sensor1", 60, "air_quality", "battery_level"); } ``` **When to use:**
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import redis.clients.jedis.UnifiedJedis; import redis.clients.jedis.HostAndPort; import redis.clients.jedis.CacheConfig; HostAndPort endpoint = new HostAndPort("localhost", 6379); DefaultJedisClientConfig config = DefaultJedisClientConfig .builder() .password("secretPassword") .protocol(RedisProtocol.RESP3) .build(); CacheConfig cacheConfig = CacheConfig.builder().maxSize(1000).build(); UnifiedJedis client = new UnifiedJedis(endpoint, config, cacheConfig); ``` **When to use:** - Configuration da
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Passed Files (21)Click to expand
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