@langchain/core
Version:
Core LangChain.js abstractions and schemas
84 lines (82 loc) • 2.91 kB
JavaScript
import { __export } from "../_virtual/rolldown_runtime.js";
import { mapStoredMessageToChatMessage } from "../messages/utils.js";
import { sha256 } from "../utils/js-sha256/hash.js";
import "../utils/hash.js";
//#region src/caches/base.ts
var base_exports = {};
__export(base_exports, {
BaseCache: () => BaseCache,
InMemoryCache: () => InMemoryCache,
defaultHashKeyEncoder: () => defaultHashKeyEncoder,
deserializeStoredGeneration: () => deserializeStoredGeneration,
serializeGeneration: () => serializeGeneration
});
const defaultHashKeyEncoder = (...strings) => sha256(strings.join("_"));
function deserializeStoredGeneration(storedGeneration) {
if (storedGeneration.message !== void 0) return {
text: storedGeneration.text,
message: mapStoredMessageToChatMessage(storedGeneration.message)
};
else return { text: storedGeneration.text };
}
function serializeGeneration(generation) {
const serializedValue = { text: generation.text };
if (generation.message !== void 0) serializedValue.message = generation.message.toDict();
return serializedValue;
}
/**
* Base class for all caches. All caches should extend this class.
*/
var BaseCache = class {
keyEncoder = defaultHashKeyEncoder;
/**
* Sets a custom key encoder function for the cache.
* This function should take a prompt and an LLM key and return a string
* that will be used as the cache key.
* @param keyEncoderFn The custom key encoder function.
*/
makeDefaultKeyEncoder(keyEncoderFn) {
this.keyEncoder = keyEncoderFn;
}
};
const GLOBAL_MAP = /* @__PURE__ */ new Map();
/**
* A cache for storing LLM generations that stores data in memory.
*/
var InMemoryCache = class InMemoryCache extends BaseCache {
cache;
constructor(map) {
super();
this.cache = map ?? /* @__PURE__ */ new Map();
}
/**
* Retrieves data from the cache 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 data corresponding to the prompt and LLM key, or null if not found.
*/
lookup(prompt, llmKey) {
return Promise.resolve(this.cache.get(this.keyEncoder(prompt, llmKey)) ?? null);
}
/**
* Updates the cache with new data 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.
*/
async update(prompt, llmKey, value) {
this.cache.set(this.keyEncoder(prompt, llmKey), value);
}
/**
* Returns a global instance of InMemoryCache using a predefined global
* map as the initial cache.
* @returns A global instance of InMemoryCache.
*/
static global() {
return new InMemoryCache(GLOBAL_MAP);
}
};
//#endregion
export { BaseCache, InMemoryCache, base_exports, defaultHashKeyEncoder, deserializeStoredGeneration, serializeGeneration };
//# sourceMappingURL=base.js.map