diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..e274d2c --- /dev/null +++ b/.gitignore @@ -0,0 +1,2 @@ +# TEMP +literature/ \ No newline at end of file diff --git a/agent/.gitignore b/agent/.gitignore index cef2d50..903d1e5 100644 --- a/agent/.gitignore +++ b/agent/.gitignore @@ -1,3 +1,8 @@ +# -------- Ours -------- +tools/clan/*.csv +tools/clan/*.json + +# --------- Github ----------- # Logs logs *.log diff --git a/agent/nodes/tool.ts b/agent/nodes/tool.ts index e7cb4fe..3bdfe88 100644 --- a/agent/nodes/tool.ts +++ b/agent/nodes/tool.ts @@ -2,7 +2,7 @@ import { AIMessage, ToolMessage } from "@langchain/core/messages"; import { GraphNode } from "@langchain/langgraph"; import { MessagesState } from "../state"; -export function createToolNode(tools): GraphNode { +export function createToolNode(tools: any): GraphNode { return async (state) => { const lastMessage = state.messages.at(-1); diff --git a/agent/package-lock.json b/agent/package-lock.json index 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+ "license": "BlueOak-1.0.0", + "engines": { + "node": ">=18" + } + }, "node_modules/zod": { "version": "4.3.6", "resolved": "https://registry.npmjs.org/zod/-/zod-4.3.6.tgz", diff --git a/agent/package.json b/agent/package.json index fa79ceb..82f096d 100644 --- a/agent/package.json +++ b/agent/package.json @@ -10,14 +10,20 @@ "dev": "tsx run.ts" }, "dependencies": { + "@huggingface/transformers": "^3.8.1", "@langchain/core": "^1.1.17", "@langchain/langgraph": "^1.1.2", "@langchain/langgraph-sdk": "^1.5.5", "@langchain/openai": "^1.2.3", + "compute-cosine-similarity": "^1.1.0", + "csv-parse": "^6.1.0", "dotenv": "^17.2.3", - "langchain": "^1.2.14" + "fs": "^0.0.1-security", + "langchain": "^1.2.14", + "winston": "^3.19.0" }, "devDependencies": { + "@types/node": "^25.1.0", "tsx": "^4.21.0" } } diff --git a/agent/tools/clan/retreiveExamples.ts b/agent/tools/clan/retreiveExamples.ts new file mode 100644 index 0000000..e95f52a --- /dev/null +++ b/agent/tools/clan/retreiveExamples.ts @@ -0,0 +1,107 @@ +import { parse } from "csv-parse"; +import fs from "fs"; +import { pipeline, cos_sim } from "@huggingface/transformers"; +import { logger } from "../../utils/logger"; + +const CSV_PATH = "./tools/clan/dev-eng.csv"; +const CACHE_PATH = "./tools/clan/dev-eng.embeddings.json"; + +type EmbeddingCache = { + texts: string[]; + embeddings: number[][]; +}; + +export type NormalisedMatch = { + index: number; + score: number; + text: string +}; + +let texts: string[] = []; +let embeddings: number[][] = []; + +const featureExtractor = await pipeline( + "feature-extraction", + "Xenova/all-MiniLM-L6-v2" +); + + +async function loadOrBuildCache(): Promise { + if (fs.existsSync(CACHE_PATH)) { + logger.info("Loading embeddings from cache"); + + const raw = fs.readFileSync(CACHE_PATH, "utf-8"); + const cache: EmbeddingCache = JSON.parse(raw); + + texts = cache.texts; + + embeddings = cache.embeddings.map(e => Array.from(e)); + + logger.info("Loaded %s embeddings", embeddings.length); + return; + } + + logger.warn("Cache not found. Generating embeddings", embeddings.length); + + await buildCacheFromCSV(); + + const cache: EmbeddingCache = { + texts, + embeddings, + }; + + fs.writeFileSync(CACHE_PATH, JSON.stringify(cache)); + + logger.info("Cached %s embeddings", embeddings.length); +} + +async function buildCacheFromCSV(): Promise { + let count = 0; + + const stream = fs.createReadStream(CSV_PATH).pipe(parse()); + + for await (const row of stream) { + const text = row[0]; + if (!text) continue; + + const output = await featureExtractor(text, { + pooling: "mean", + normalize: true, + }); + + texts.push(text); + const vector = Array.from(output.data as Float32Array); + embeddings.push(vector); + + + count++; + if (count % 100 === 0) { + logger.info("Processed %s", count); + } + } +} + +export async function calculateSimilarity(query: string,topK = 5): Promise { + const queryEmbedding = await featureExtractor(query, { + pooling: "mean", + normalize: true, + }); + + return embeddings + .map((embedding, index) => ({ + index, + score: cos_sim(embedding, queryEmbedding.data as number[]), + text: texts[index], + })) + .sort((a, b) => b.score - a.score) + .slice(0, topK); +} + +//TEMP: testing code +await loadOrBuildCache(); + +const results = await calculateSimilarity( + "Wonderful to see London has taken a stand to defend freedom and the right to choose." +); + +console.log(results); diff --git a/agent/utils/logger.ts b/agent/utils/logger.ts new file mode 100644 index 0000000..dcf02f2 --- /dev/null +++ b/agent/utils/logger.ts @@ -0,0 +1,16 @@ +import winston from "winston"; + +export const logger = winston.createLogger({ + level: "info", + format: winston.format.combine( + winston.format.splat(), + winston.format.colorize(), + winston.format.timestamp({ format: "HH:mm:ss" }), + winston.format.printf(({ level, message, timestamp }) => { + return `${timestamp} ${level}: ${message}`; + }) + ), + transports: [ + new winston.transports.Console(), + ], +}); \ No newline at end of file