diff --git a/javascript-sdk/src/lib/detect.ts b/javascript-sdk/src/lib/detect.ts
index d1075d2..d8388e0 100644
--- a/javascript-sdk/src/lib/detect.ts
+++ b/javascript-sdk/src/lib/detect.ts
@@ -1,51 +1,32 @@
 import stringSimilarity from "string-similarity";
 import { normalizeString } from "./prompts";
-import { PineconeClient } from "@pinecone-database/pinecone";
 import { OpenAIApi } from "openai";
 import { RebuffError } from "../interface";
+import { VectorStore } from "langchain/vectorstores/base";
 
 export async function detectPiUsingVectorDatabase(
   input: string,
   similarityThreshold: number,
-  pinecone: PineconeClient,
-  pineconeIndex: string,
-  openai: OpenAIApi
+  vectorStore: VectorStore
 ): Promise<{ topScore: number; countOverMaxVectorScore: number }> {
   try {
-    // Create embedding from input
-    const emb = await openai.createEmbedding({
-      model: "text-embedding-ada-002",
-      input: input,
-    });
-
-    // Get Pinecone Index
-    const index = pinecone.Index(pineconeIndex);
-
-    // Query similar embeddings
-    const queryResponse = await index.query({
-      queryRequest: {
-        vector: emb.data.data[0].embedding,
-        topK: 20,
-        includeValues: true,
-      },
-    });
+    const topK = 20;
+    const results = await vectorStore.similaritySearchWithScore(input, topK);
 
     let topScore = 0;
     let countOverMaxVectorScore = 0;
 
-    if (queryResponse.matches != undefined) {
-      for (const match of queryResponse.matches) {
-        if (match.score == undefined) {
-          continue;
-        }
+    for (const [_, score] of results) {
+      if (score == undefined) {
+        continue;
+      }
 
-        if (match.score > topScore) {
-          topScore = match.score;
-        }
+      if (score > topScore) {
+        topScore = score;
+      }
 
-        if (match.score >= similarityThreshold && match.score > topScore) {
-          countOverMaxVectorScore++;
-        }
+      if (score >= similarityThreshold && score > topScore) {
+        countOverMaxVectorScore++;
       }
     }
 
diff --git a/javascript-sdk/src/lib/vectordb.ts b/javascript-sdk/src/lib/vectordb.ts
index 667a88e..104600b 100644
--- a/javascript-sdk/src/lib/vectordb.ts
+++ b/javascript-sdk/src/lib/vectordb.ts
@@ -1,9 +1,14 @@
+import { OpenAIEmbeddings } from "langchain/embeddings/openai";
 import { PineconeClient } from "@pinecone-database/pinecone";
+import { PineconeStore } from "langchain/vectorstores/pinecone";
+
 
 export default async function initPinecone(
   environment: string,
-  apiKey: string
-): Promise<PineconeClient> {
+  apiKey: string,
+  index: string,
+  openaiApiKey: string,
+): Promise<PineconeStore> {
   if (!environment) {
     throw new Error("Pinecone environment definition missing");
   }
@@ -17,8 +22,17 @@ export default async function initPinecone(
       environment,
       apiKey,
     });
+    const openaiEmbeddings = new OpenAIEmbeddings({
+      openAIApiKey: openaiApiKey,
+      modelName: "text-embedding-ada-002" 
+    });
+    const pineconeIndex = pinecone.Index(index);
+    const vectorStore = await PineconeStore.fromExistingIndex(
+      openaiEmbeddings,
+      { pineconeIndex }
+    );
 
-    return pinecone;
+    return vectorStore;
   } catch (error) {
     console.log("error", error);
     throw new Error("Failed to initialize Pinecone Client");
diff --git a/javascript-sdk/src/sdk.ts b/javascript-sdk/src/sdk.ts
index 8833072..bf5f4b1 100644
--- a/javascript-sdk/src/sdk.ts
+++ b/javascript-sdk/src/sdk.ts
@@ -7,8 +7,6 @@ import {
 import crypto from "crypto";
 import { SdkConfig } from "./config";
 import initPinecone from "./lib/vectordb";
-import { v4 as uuidv4 } from "uuid";
-import { PineconeClient } from "@pinecone-database/pinecone";
 import {
   callOpenAiToDetectPI,
   detectPiUsingVectorDatabase,
@@ -17,6 +15,8 @@ import {
 import getOpenAIInstance from "./lib/openai";
 import { renderPromptForPiDetection } from "./lib/prompts";
 import { OpenAIApi } from "openai";
+import { VectorStore } from "langchain/vectorstores/base";
+import { Document } from "langchain/document";
 
 function generateCanaryWord(length = 8): string {
   // Generate a secure random hexadecimal canary word
@@ -24,10 +24,8 @@ function generateCanaryWord(length = 8): string {
 }
 
 export default class RebuffSdk implements Rebuff {
-  private pinecone: {
-    conn?: PineconeClient;
-    index: string;
-  };
+  private vectorStore: VectorStore | undefined;
+  private sdkConfig: SdkConfig;
 
   private openai: {
     conn: OpenAIApi;
@@ -35,20 +33,11 @@ export default class RebuffSdk implements Rebuff {
   };
 
   constructor(config: SdkConfig) {
-    this.pinecone = { index: "" };
+    this.sdkConfig = config;
     this.openai = {
       conn: getOpenAIInstance(config.openai.apikey),
       model: config.openai.model || "gpt-3.5-turbo",
     };
-    (async () => {
-      this.pinecone = {
-        conn: await initPinecone(
-          config.pinecone.environment,
-          config.pinecone.apikey
-        ),
-        index: config.pinecone.index,
-      };
-    })();
   }
 
   async detectInjection({
@@ -118,9 +107,7 @@ export default class RebuffSdk implements Rebuff {
       ? await detectPiUsingVectorDatabase(
           userInput,
           maxVectorScore,
-          await this.getPineconeConnection(),
-          this.pinecone.index,
-          this.openai.conn
+          await this.getVectorStore()
         )
       : { topScore: 0, countOverMaxVectorScore: 0 };
     const injectionDetected =
@@ -169,48 +156,26 @@ export default class RebuffSdk implements Rebuff {
     return false;
   }
 
-  // Calling functions immediately after constructor can cause issues if pinecone connection needs time
-  async getPineconeConnection(): Promise<PineconeClient> {
-    if (this.pinecone.conn) {
-      return this.pinecone.conn;
-    }
-    // Wait 1 second for pinecone connection to be initialized by constructor
-    await new Promise((resolve) => setTimeout(resolve, 1000));
-    // If pinecone connection is still not initialized, throw an error
-    if (this.pinecone.conn) {
-      return this.pinecone.conn;
+  async getVectorStore(): Promise<VectorStore> {
+    if (this.vectorStore) {
+      return this.vectorStore;
     }
-    throw new RebuffError("Pinecone connection not initialized yet");
+    this.vectorStore = await initPinecone(
+      this.sdkConfig.pinecone.environment,
+      this.sdkConfig.pinecone.apikey,
+      this.sdkConfig.pinecone.index,
+      this.sdkConfig.openai.apikey
+    );
+    return this.vectorStore
   }
 
   async logLeakage(
     input: string,
     metaData: Record<string, string>
   ): Promise<void> {
-    const emb = await this.openai.conn.createEmbedding({
-      model: "text-embedding-ada-002",
-      input: input,
-    });
-
-    // Get Pinecone Index
-    const index = (await this.getPineconeConnection()).Index(
-      this.pinecone.index
-    );
-
-    // Insert embedding into index
-    await index.upsert({
-      upsertRequest: {
-        vectors: [
-          {
-            id: uuidv4(),
-            values: emb.data.data[0].embedding,
-            metadata: {
-              input: input,
-              ...metaData,
-            },
-          },
-        ],
-      },
-    });
+    await (await this.getVectorStore()).addDocuments([new Document({
+      metadata: metaData,
+      pageContent: input,
+    })]);
   }
 }
diff --git a/package-lock.json b/package-lock.json
index e83cff4..bd6e8c3 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -39,6 +39,7 @@
         "crypto": "^1.0.1",
         "dayjs": "^1.11.7",
         "eslint": "8.34.0",
+        "langchain": "^0.0.146",
         "next": "^13.4.4",
         "openai": "^3.2.1",
         "random-names-generator": "^1.0.2",
@@ -79,9 +80,15 @@
         "typescript": "^5.0.4"
       }
     },
+    "apps/prompt-hack": {
+      "name": "rebuff",
+      "version": "0.0.1",
+      "license": "Apache-2.0"
+    },
     "apps/promptrunner": {
       "name": "rebuff",
       "version": "0.0.1",
+      "extraneous": true,
       "license": "Apache-2.0"
     },
     "javascript-sdk": {
@@ -121,6 +128,26 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/@anthropic-ai/sdk": {
+      "version": "0.6.2",
+      "resolved": "https://registry.npmjs.org/@anthropic-ai/sdk/-/sdk-0.6.2.tgz",
+      "integrity": "sha512-fB9PUj9RFT+XjkL+E9Ol864ZIJi+1P8WnbHspN3N3/GK2uSzjd0cbVIKTGgf4v3N8MwaQu+UWnU7C4BG/fap/g==",
+      "dependencies": {
+        "@types/node": "^18.11.18",
+        "@types/node-fetch": "^2.6.4",
+        "abort-controller": "^3.0.0",
+        "agentkeepalive": "^4.2.1",
+        "digest-fetch": "^1.3.0",
+        "form-data-encoder": "1.7.2",
+        "formdata-node": "^4.3.2",
+        "node-fetch": "^2.6.7"
+      }
+    },
+    "node_modules/@anthropic-ai/sdk/node_modules/@types/node": {
+      "version": "18.17.15",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-18.17.15.tgz",
+      "integrity": "sha512-2yrWpBk32tvV/JAd3HNHWuZn/VDN1P+72hWirHnvsvTGSqbANi+kSeuQR9yAHnbvaBvHDsoTdXV0Fe+iRtHLKA=="
+    },
     "node_modules/@babel/code-frame": {
       "version": "7.22.5",
       "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.22.5.tgz",
@@ -1366,6 +1393,28 @@
       "resolved": "https://registry.npmjs.org/@types/node/-/node-20.3.1.tgz",
       "integrity": "sha512-EhcH/wvidPy1WeML3TtYFGR83UzjxeWRen9V402T8aUGYsCHOmfoisV3ZSg03gAFIbLq8TnWOJ0f4cALtnSEUg=="
     },
+    "node_modules/@types/node-fetch": {
+      "version": "2.6.4",
+      "resolved": "https://registry.npmjs.org/@types/node-fetch/-/node-fetch-2.6.4.tgz",
+      "integrity": "sha512-1ZX9fcN4Rvkvgv4E6PAY5WXUFWFcRWxZa3EW83UjycOB9ljJCedb2CupIP4RZMEwF/M3eTcCihbBRgwtGbg5Rg==",
+      "dependencies": {
+        "@types/node": "*",
+        "form-data": "^3.0.0"
+      }
+    },
+    "node_modules/@types/node-fetch/node_modules/form-data": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/form-data/-/form-data-3.0.1.tgz",
+      "integrity": "sha512-RHkBKtLWUVwd7SqRIvCZMEvAMoGUp0XU+seQiZejj0COz3RI3hWP4sCv3gZWWLjJTd7rGwcsF5eKZGii0r/hbg==",
+      "dependencies": {
+        "asynckit": "^0.4.0",
+        "combined-stream": "^1.0.8",
+        "mime-types": "^2.1.12"
+      },
+      "engines": {
+        "node": ">= 6"
+      }
+    },
     "node_modules/@types/parse-json": {
       "version": "4.0.0",
       "resolved": "https://registry.npmjs.org/@types/parse-json/-/parse-json-4.0.0.tgz",
@@ -1399,6 +1448,11 @@
         "@types/react": "*"
       }
     },
+    "node_modules/@types/retry": {
+      "version": "0.12.0",
+      "resolved": "https://registry.npmjs.org/@types/retry/-/retry-0.12.0.tgz",
+      "integrity": "sha512-wWKOClTTiizcZhXnPY4wikVAwmdYHp8q6DmC+EJUzAMsycb7HB32Kh9RN4+0gExjmPmZSAQjgURXIGATPegAvA=="
+    },
     "node_modules/@types/scheduler": {
       "version": "0.16.3",
       "resolved": "https://registry.npmjs.org/@types/scheduler/-/scheduler-0.16.3.tgz",
@@ -1419,8 +1473,7 @@
     "node_modules/@types/uuid": {
       "version": "9.0.2",
       "resolved": "https://registry.npmjs.org/@types/uuid/-/uuid-9.0.2.tgz",
-      "integrity": "sha512-kNnC1GFBLuhImSnV7w4njQkUiJi0ZXUycu1rUaouPqiKlXkh77JKgdRnTAp1x5eBwcIwbtI+3otwzuIDEuDoxQ==",
-      "dev": true
+      "integrity": "sha512-kNnC1GFBLuhImSnV7w4njQkUiJi0ZXUycu1rUaouPqiKlXkh77JKgdRnTAp1x5eBwcIwbtI+3otwzuIDEuDoxQ=="
     },
     "node_modules/@types/websocket": {
       "version": "1.0.5",
@@ -1793,6 +1846,17 @@
       "dev": true,
       "peer": true
     },
+    "node_modules/abort-controller": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/abort-controller/-/abort-controller-3.0.0.tgz",
+      "integrity": "sha512-h8lQ8tacZYnR3vNQTgibj+tODHI5/+l06Au2Pcriv/Gmet0eaj4TwWH41sO9wnHDiQsEj19q0drzdWdeAHtweg==",
+      "dependencies": {
+        "event-target-shim": "^5.0.0"
+      },
+      "engines": {
+        "node": ">=6.5"
+      }
+    },
     "node_modules/acorn": {
       "version": "8.8.2",
       "resolved": "https://registry.npmjs.org/acorn/-/acorn-8.8.2.tgz",
@@ -1833,6 +1897,17 @@
         "node": ">=0.4.0"
       }
     },
+    "node_modules/agentkeepalive": {
+      "version": "4.5.0",
+      "resolved": "https://registry.npmjs.org/agentkeepalive/-/agentkeepalive-4.5.0.tgz",
+      "integrity": "sha512-5GG/5IbQQpC9FpkRGsSvZI5QYeSCzlJHdpBQntCsuTOxhKD8lqKhrleg2Yi7yvMIf82Ycmmqln9U8V9qwEiJew==",
+      "dependencies": {
+        "humanize-ms": "^1.2.1"
+      },
+      "engines": {
+        "node": ">= 8.0.0"
+      }
+    },
     "node_modules/ajv": {
       "version": "6.12.6",
       "resolved": "https://registry.npmjs.org/ajv/-/ajv-6.12.6.tgz",
@@ -1920,8 +1995,7 @@
     "node_modules/argparse": {
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/argparse/-/argparse-2.0.1.tgz",
-      "integrity": "sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q==",
-      "dev": true
+      "integrity": "sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q=="
     },
     "node_modules/aria-hidden": {
       "version": "1.2.3",
@@ -2144,6 +2218,30 @@
       "integrity": "sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw==",
       "dev": true
     },
+    "node_modules/base-64": {
+      "version": "0.1.0",
+      "resolved": "https://registry.npmjs.org/base-64/-/base-64-0.1.0.tgz",
+      "integrity": "sha512-Y5gU45svrR5tI2Vt/X9GPd3L0HNIKzGu202EjxrXMpuc2V2CiKgemAbUUsqYmZJvPtCXoUKjNZwBJzsNScUbXA=="
+    },
+    "node_modules/base64-js": {
+      "version": "1.5.1",
+      "resolved": "https://registry.npmjs.org/base64-js/-/base64-js-1.5.1.tgz",
+      "integrity": "sha512-AKpaYlHn8t4SVbOHCy+b5+KKgvR4vrsD8vbvrbiQJps7fKDTkjkDry6ji0rUJjC0kzbNePLwzxq8iypo41qeWA==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/feross"
+        },
+        {
+          "type": "patreon",
+          "url": "https://www.patreon.com/feross"
+        },
+        {
+          "type": "consulting",
+          "url": "https://feross.org/support"
+        }
+      ]
+    },
     "node_modules/big-integer": {
       "version": "1.6.51",
       "resolved": "https://registry.npmjs.org/big-integer/-/big-integer-1.6.51.tgz",
@@ -2157,11 +2255,15 @@
       "version": "2.2.0",
       "resolved": "https://registry.npmjs.org/binary-extensions/-/binary-extensions-2.2.0.tgz",
       "integrity": "sha512-jDctJ/IVQbZoJykoeHbhXpOlNBqGNcwXJKJog42E5HDPUwQTSdjCHdihjj0DlnheQ7blbT6dHOafNAiS8ooQKA==",
-      "dev": true,
       "engines": {
         "node": ">=8"
       }
     },
+    "node_modules/binary-search": {
+      "version": "1.3.6",
+      "resolved": "https://registry.npmjs.org/binary-search/-/binary-search-1.3.6.tgz",
+      "integrity": "sha512-nbE1WxOTTrUWIfsfZ4aHGYu5DOuNkbxGokjV6Z2kxfJK3uaAb8zNK1muzOeipoLHZjInT4Br88BHpzevc681xA=="
+    },
     "node_modules/bplist-parser": {
       "version": "0.2.0",
       "resolved": "https://registry.npmjs.org/bplist-parser/-/bplist-parser-0.2.0.tgz",
@@ -2302,7 +2404,6 @@
       "version": "6.3.0",
       "resolved": "https://registry.npmjs.org/camelcase/-/camelcase-6.3.0.tgz",
       "integrity": "sha512-Gmy6FhYlCY7uOElZUSbxo2UCDH8owEk996gkbrpsgGtrJLM3J7jGxl9Ic7Qwwj4ivOE5AWZWRMecDdF7hqGjFA==",
-      "dev": true,
       "engines": {
         "node": ">=10"
       },
@@ -2393,6 +2494,14 @@
         "node": ">=8"
       }
     },
+    "node_modules/charenc": {
+      "version": "0.0.2",
+      "resolved": "https://registry.npmjs.org/charenc/-/charenc-0.0.2.tgz",
+      "integrity": "sha512-yrLQ/yVUFXkzg7EDQsPieE/53+0RlaWTs+wBrvW36cyilJ2SaDWfl4Yj7MtLTXleV9uEKefbAGUPv2/iWSooRA==",
+      "engines": {
+        "node": "*"
+      }
+    },
     "node_modules/check-error": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/check-error/-/check-error-1.0.2.tgz",
@@ -2620,6 +2729,14 @@
         "node": ">= 8"
       }
     },
+    "node_modules/crypt": {
+      "version": "0.0.2",
+      "resolved": "https://registry.npmjs.org/crypt/-/crypt-0.0.2.tgz",
+      "integrity": "sha512-mCxBlsHFYh9C+HVpiEacem8FEBnMXgU9gy4zmNC+SXAZNB/1idgp/aulFJ4FgCi7GPEVbfyng092GqL2k2rmow==",
+      "engines": {
+        "node": "*"
+      }
+    },
     "node_modules/crypto": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/crypto/-/crypto-1.0.1.tgz",
@@ -2833,6 +2950,15 @@
         "node": ">=0.3.1"
       }
     },
+    "node_modules/digest-fetch": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/digest-fetch/-/digest-fetch-1.3.0.tgz",
+      "integrity": "sha512-CGJuv6iKNM7QyZlM2T3sPAdZWd/p9zQiRNS9G+9COUCwzWFTs0Xp8NF5iePx7wtvhDykReiRRrSeNb4oMmB8lA==",
+      "dependencies": {
+        "base-64": "^0.1.0",
+        "md5": "^2.3.0"
+      }
+    },
     "node_modules/dir-glob": {
       "version": "3.0.1",
       "resolved": "https://registry.npmjs.org/dir-glob/-/dir-glob-3.0.1.tgz",
@@ -3719,6 +3845,19 @@
         "node": ">=0.10.0"
       }
     },
+    "node_modules/event-target-shim": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/event-target-shim/-/event-target-shim-5.0.1.tgz",
+      "integrity": "sha512-i/2XbnSz/uxRCU6+NdVJgKWDTM427+MqYbkQzD321DuCQJUqOuJKIA0IM2+W2xtYHdKOmZ4dR6fExsd4SXL+WQ==",
+      "engines": {
+        "node": ">=6"
+      }
+    },
+    "node_modules/eventemitter3": {
+      "version": "4.0.7",
+      "resolved": "https://registry.npmjs.org/eventemitter3/-/eventemitter3-4.0.7.tgz",
+      "integrity": "sha512-8guHBZCwKnFhYdHr2ysuRWErTwhoN2X8XELRlrRwpmfeY2jjuUN4taQMsULKUVo1K4DvZl+0pgfyoysHxvmvEw=="
+    },
     "node_modules/events": {
       "version": "3.3.0",
       "resolved": "https://registry.npmjs.org/events/-/events-3.3.0.tgz",
@@ -3752,6 +3891,11 @@
         "url": "https://github.com/sindresorhus/execa?sponsor=1"
       }
     },
+    "node_modules/expr-eval": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/expr-eval/-/expr-eval-2.0.2.tgz",
+      "integrity": "sha512-4EMSHGOPSwAfBiibw3ndnP0AvjDWLsMvGOvWEZ2F96IGk0bIVdjQisOHxReSkE13mHcfbuCiXw+G4y0zv6N8Eg=="
+    },
     "node_modules/ext": {
       "version": "1.7.0",
       "resolved": "https://registry.npmjs.org/ext/-/ext-1.7.0.tgz",
@@ -3896,7 +4040,6 @@
       "version": "5.0.2",
       "resolved": "https://registry.npmjs.org/flat/-/flat-5.0.2.tgz",
       "integrity": "sha512-b6suED+5/3rTpUBdG1gupIl8MPFCAMA0QXwmljLhvCUKcUvdE4gWky9zpuGCcXHOsz4J9wPGNWq6OKpmIzz3hQ==",
-      "dev": true,
       "bin": {
         "flat": "cli.js"
       }
@@ -3961,6 +4104,31 @@
         "node": ">= 6"
       }
     },
+    "node_modules/form-data-encoder": {
+      "version": "1.7.2",
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+        "charenc": "0.0.2",
+        "crypt": "0.0.2",
+        "is-buffer": "~1.1.6"
+      }
+    },
     "node_modules/merge-stream": {
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/merge-stream/-/merge-stream-2.0.0.tgz",
@@ -5151,6 +5792,46 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/ml-array-mean": {
+      "version": "1.1.6",
+      "resolved": "https://registry.npmjs.org/ml-array-mean/-/ml-array-mean-1.1.6.tgz",
+      "integrity": "sha512-MIdf7Zc8HznwIisyiJGRH9tRigg3Yf4FldW8DxKxpCCv/g5CafTw0RRu51nojVEOXuCQC7DRVVu5c7XXO/5joQ==",
+      "dependencies": {
+        "ml-array-sum": "^1.1.6"
+      }
+    },
+    "node_modules/ml-array-sum": {
+      "version": "1.1.6",
+      "resolved": "https://registry.npmjs.org/ml-array-sum/-/ml-array-sum-1.1.6.tgz",
+      "integrity": "sha512-29mAh2GwH7ZmiRnup4UyibQZB9+ZLyMShvt4cH4eTK+cL2oEMIZFnSyB3SS8MlsTh6q/w/yh48KmqLxmovN4Dw==",
+      "dependencies": {
+        "is-any-array": "^2.0.0"
+      }
+    },
+    "node_modules/ml-distance": {
+      "version": "4.0.1",
+      "resolved": "https://registry.npmjs.org/ml-distance/-/ml-distance-4.0.1.tgz",
+      "integrity": "sha512-feZ5ziXs01zhyFUUUeZV5hwc0f5JW0Sh0ckU1koZe/wdVkJdGxcP06KNQuF0WBTj8FttQUzcvQcpcrOp/XrlEw==",
+      "dependencies": {
+        "ml-array-mean": "^1.1.6",
+        "ml-distance-euclidean": "^2.0.0",
+        "ml-tree-similarity": "^1.0.0"
+      }
+    },
+    "node_modules/ml-distance-euclidean": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/ml-distance-euclidean/-/ml-distance-euclidean-2.0.0.tgz",
+      "integrity": "sha512-yC9/2o8QF0A3m/0IXqCTXCzz2pNEzvmcE/9HFKOZGnTjatvBbsn4lWYJkxENkA4Ug2fnYl7PXQxnPi21sgMy/Q=="
+    },
+    "node_modules/ml-tree-similarity": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/ml-tree-similarity/-/ml-tree-similarity-1.0.0.tgz",
+      "integrity": "sha512-XJUyYqjSuUQkNQHMscr6tcjldsOoAekxADTplt40QKfwW6nd++1wHWV9AArl0Zvw/TIHgNaZZNvr8QGvE8wLRg==",
+      "dependencies": {
+        "binary-search": "^1.3.5",
+        "num-sort": "^2.0.0"
+      }
+    },
     "node_modules/mocha": {
       "version": "10.2.0",
       "resolved": "https://registry.npmjs.org/mocha/-/mocha-10.2.0.tgz",
@@ -5250,8 +5931,7 @@
     "node_modules/ms": {
       "version": "2.1.2",
       "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.2.tgz",
-      "integrity": "sha512-sGkPx+VjMtmA6MX27oA4FBFELFCZZ4S4XqeGOXCv68tT+jb3vk/RyaKWP0PTKyWtmLSM0b+adUTEvbs1PEaH2w==",
-      "dev": true
+      "integrity": "sha512-sGkPx+VjMtmA6MX27oA4FBFELFCZZ4S4XqeGOXCv68tT+jb3vk/RyaKWP0PTKyWtmLSM0b+adUTEvbs1PEaH2w=="
     },
     "node_modules/multipipe": {
       "version": "1.0.2",
@@ -5497,6 +6177,17 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/num-sort": {
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/num-sort/-/num-sort-2.1.0.tgz",
+      "integrity": "sha512-1MQz1Ed8z2yckoBeSfkQHHO9K1yDRxxtotKSJ9yvcTUUxSvfvzEq5GwBrjjHEpMlq/k5gvXdmJ1SbYxWtpNoVg==",
+      "engines": {
+        "node": ">=8"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
     "node_modules/object-assign": {
       "version": "4.1.1",
       "resolved": "https://registry.npmjs.org/object-assign/-/object-assign-4.1.1.tgz",
@@ -5509,7 +6200,6 @@
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/object-hash/-/object-hash-3.0.0.tgz",
       "integrity": "sha512-RSn9F68PjH9HqtltsSnqYC1XXoWe9Bju5+213R98cNGttag9q9yAOTzdbsqvIa7aNm5WffBZFpWYr2aWrklWAw==",
-      "dev": true,
       "engines": {
         "node": ">= 6"
       }
@@ -5662,6 +6352,11 @@
         "form-data": "^4.0.0"
       }
     },
+    "node_modules/openapi-types": {
+      "version": "12.1.3",
+      "resolved": "https://registry.npmjs.org/openapi-types/-/openapi-types-12.1.3.tgz",
+      "integrity": "sha512-N4YtSYJqghVu4iek2ZUvcN/0aqH1kRDuNqzcycDxhOUpg7GdvLa2F3DgS6yBNhInhv2r/6I0Flkn7CqL8+nIcw=="
+    },
     "node_modules/optionator": {
       "version": "0.9.1",
       "resolved": "https://registry.npmjs.org/optionator/-/optionator-0.9.1.tgz",
@@ -5679,6 +6374,14 @@
         "node": ">= 0.8.0"
       }
     },
+    "node_modules/p-finally": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/p-finally/-/p-finally-1.0.0.tgz",
+      "integrity": "sha512-LICb2p9CB7FS+0eR1oqWnHhp0FljGLZCWBE9aix0Uye9W8LTQPwMTYVGWQWIw9RdQiDg4+epXQODwIYJtSJaow==",
+      "engines": {
+        "node": ">=4"
+      }
+    },
     "node_modules/p-limit": {
       "version": "3.1.0",
       "resolved": "https://registry.npmjs.org/p-limit/-/p-limit-3.1.0.tgz",
@@ -5709,6 +6412,44 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/p-queue": {
+      "version": "6.6.2",
+      "resolved": "https://registry.npmjs.org/p-queue/-/p-queue-6.6.2.tgz",
+      "integrity": "sha512-RwFpb72c/BhQLEXIZ5K2e+AhgNVmIejGlTgiB9MzZ0e93GRvqZ7uSi0dvRF7/XIXDeNkra2fNHBxTyPDGySpjQ==",
+      "dependencies": {
+        "eventemitter3": "^4.0.4",
+        "p-timeout": "^3.2.0"
+      },
+      "engines": {
+        "node": ">=8"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/p-retry": {
+      "version": "4.6.2",
+      "resolved": "https://registry.npmjs.org/p-retry/-/p-retry-4.6.2.tgz",
+      "integrity": "sha512-312Id396EbJdvRONlngUx0NydfrIQ5lsYu0znKVUzVvArzEIt08V1qhtyESbGVd1FGX7UKtiFp5uwKZdM8wIuQ==",
+      "dependencies": {
+        "@types/retry": "0.12.0",
+        "retry": "^0.13.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/p-timeout": {
+      "version": "3.2.0",
+      "resolved": "https://registry.npmjs.org/p-timeout/-/p-timeout-3.2.0.tgz",
+      "integrity": "sha512-rhIwUycgwwKcP9yTOOFK/AKsAopjjCakVqLHePO3CC6Mir1Z99xT+R63jZxAT5lFZLa2inS5h+ZS2GvR99/FBg==",
+      "dependencies": {
+        "p-finally": "^1.0.0"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
     "node_modules/parent-module": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/parent-module/-/parent-module-1.0.1.tgz",
@@ -6233,7 +6974,7 @@
       }
     },
     "node_modules/rebuff": {
-      "resolved": "apps/promptrunner",
+      "resolved": "apps/prompt-hack",
       "link": true
     },
     "node_modules/regenerator-runtime": {
@@ -6300,6 +7041,14 @@
         "url": "https://github.com/privatenumber/resolve-pkg-maps?sponsor=1"
       }
     },
+    "node_modules/retry": {
+      "version": "0.13.1",
+      "resolved": "https://registry.npmjs.org/retry/-/retry-0.13.1.tgz",
+      "integrity": "sha512-XQBQ3I8W1Cge0Seh+6gjj03LbmRFWuoszgK9ooCpwYIrhhoO80pfq4cUkU5DkknwfOfFteRwlZ56PYOGYyFWdg==",
+      "engines": {
+        "node": ">= 4"
+      }
+    },
     "node_modules/reusify": {
       "version": "1.0.4",
       "resolved": "https://registry.npmjs.org/reusify/-/reusify-1.0.4.tgz",
@@ -7872,6 +8621,14 @@
         "url": "https://github.com/sponsors/colinhacks"
       }
     },
+    "node_modules/zod-to-json-schema": {
+      "version": "3.21.4",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.21.4.tgz",
+      "integrity": "sha512-fjUZh4nQ1s6HMccgIeE0VP4QG/YRGPmyjO9sAh890aQKPEk3nqbfUXhMFaC+Dr5KvYBm8BCyvfpZf2jY9aGSsw==",
+      "peerDependencies": {
+        "zod": "^3.21.4"
+      }
+    },
     "server": {
       "name": "@rebuff/server",
       "version": "0.0.5",
diff --git a/package.json b/package.json
index ab39cbb..2b01495 100644
--- a/package.json
+++ b/package.json
@@ -25,9 +25,6 @@
     "apps/*"
   ],
   "dependencies": {
-    "canvas-confetti": "^1.6.0",
-    "random-names-generator": "^1.0.2",
-    "unique-names-generator": "^4.7.1",
     "@emotion/react": "^11.10.6",
     "@emotion/server": "^11.10.0",
     "@mantine/core": "^6.0.8",
@@ -48,15 +45,19 @@
     "@tabler/icons-react": "^2.17.0",
     "@types/react": "18.0.28",
     "@types/react-dom": "18.0.11",
+    "canvas-confetti": "^1.6.0",
     "cors": "^2.8.5",
     "crypto": "^1.0.1",
     "dayjs": "^1.11.7",
     "eslint": "8.34.0",
+    "langchain": "^0.0.146",
     "next": "^13.4.4",
     "openai": "^3.2.1",
+    "random-names-generator": "^1.0.2",
     "react": "18.2.0",
     "react-dom": "18.2.0",
     "string-similarity": "^4.0.4",
+    "unique-names-generator": "^4.7.1",
     "uuid": "^9.0.0"
   },
   "devDependencies": {
diff --git a/server/pages/api/detect.ts b/server/pages/api/detect.ts
index ba58353..6239ad4 100644
--- a/server/pages/api/detect.ts
+++ b/server/pages/api/detect.ts
@@ -66,6 +66,8 @@ export default async function handler(
       });
       return res.status(200).json(resp);
     } catch (error) {
+      console.error("Error in detecting injection:");
+      console.error(error);
       return res.status(400).json({
         error: "bad_request",
         message: error.message,