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community[minor]: Fix CI #3601
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community[minor]: Fix CI #3601
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,89 +1 @@ | ||
import { Redis } from "ioredis"; | ||
import { BaseCache, Generation } from "../schema/index.js"; | ||
import { | ||
serializeGeneration, | ||
deserializeStoredGeneration, | ||
getCacheKey, | ||
} from "./base.js"; | ||
|
||
/** | ||
* Cache LLM results using Redis. | ||
* @example | ||
* ```typescript | ||
* const model = new ChatOpenAI({ | ||
* cache: new RedisCache(new Redis(), { ttl: 60 }), | ||
* }); | ||
* | ||
* // Invoke the model with a prompt | ||
* const response = await model.invoke("Do something random!"); | ||
* console.log(response); | ||
* | ||
* // Remember to disconnect the Redis client when done | ||
* await redisClient.disconnect(); | ||
* ``` | ||
*/ | ||
export class RedisCache extends BaseCache { | ||
protected redisClient: Redis; | ||
|
||
protected ttl?: number; | ||
|
||
constructor( | ||
redisClient: Redis, | ||
config?: { | ||
ttl?: number; | ||
} | ||
) { | ||
super(); | ||
this.redisClient = redisClient; | ||
this.ttl = config?.ttl; | ||
} | ||
|
||
/** | ||
* Retrieves data from the Redis server using a prompt and an LLM key. If | ||
* the data is not found, it returns null. | ||
* @param prompt The prompt used to find the data. | ||
* @param llmKey The LLM key used to find the data. | ||
* @returns The corresponding data as an array of Generation objects, or null if not found. | ||
*/ | ||
public async lookup(prompt: string, llmKey: string) { | ||
let idx = 0; | ||
let key = getCacheKey(prompt, llmKey, String(idx)); | ||
let value = await this.redisClient.get(key); | ||
const generations: Generation[] = []; | ||
|
||
while (value) { | ||
const storedGeneration = JSON.parse(value); | ||
generations.push(deserializeStoredGeneration(storedGeneration)); | ||
idx += 1; | ||
key = getCacheKey(prompt, llmKey, String(idx)); | ||
value = await this.redisClient.get(key); | ||
} | ||
|
||
return generations.length > 0 ? generations : null; | ||
} | ||
|
||
/** | ||
* Updates the data in the Redis server using a prompt and an LLM key. | ||
* @param prompt The prompt used to store the data. | ||
* @param llmKey The LLM key used to store the data. | ||
* @param value The data to be stored, represented as an array of Generation objects. | ||
*/ | ||
public async update(prompt: string, llmKey: string, value: Generation[]) { | ||
for (let i = 0; i < value.length; i += 1) { | ||
const key = getCacheKey(prompt, llmKey, String(i)); | ||
if (this.ttl !== undefined) { | ||
await this.redisClient.set( | ||
key, | ||
JSON.stringify(serializeGeneration(value[i])), | ||
"EX", | ||
this.ttl | ||
); | ||
} else { | ||
await this.redisClient.set( | ||
key, | ||
JSON.stringify(serializeGeneration(value[i])) | ||
); | ||
} | ||
} | ||
} | ||
} | ||
export * from "@langchain/community/caches/ioredis"; |
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Original file line number | Diff line number | Diff line change |
---|---|---|
|
@@ -37,6 +37,7 @@ | |
"@langchain/core": "~0.0.11-rc.1", | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Hey there! I noticed that the addition of "zod": "^3.22.3" in the package.json file seems to be a devDependency change. I've flagged this for your review. Keep up the great work! |
||
"js-tiktoken": "^1.0.7", | ||
"openai": "^4.19.0", | ||
"zod": "^3.22.3", | ||
"zod-to-json-schema": "3.20.3" | ||
}, | ||
"devDependencies": { | ||
|
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Hey there! 👋 I noticed that a new development dependency, "@faker-js/faker": "^7.6.0", has been added to the project's package.json file. I've flagged this for your review to ensure it aligns with our project's dependencies. Keep up the great work! 🚀