diff --git a/apps/web/inngest/functions/index.ts b/apps/web/inngest/functions/index.ts
index dd0648b..9c92303 100644
--- a/apps/web/inngest/functions/index.ts
+++ b/apps/web/inngest/functions/index.ts
@@ -1,6 +1,7 @@
 import prisma from "@super/db";
 import { inngest } from "../client";
 import { getRepoFileContents } from "@/modules/github/lib/github";
+import { indexCodebase } from "@/modules/pinecone/rag";
 
 export const helloWorld = inngest.createFunction(
   { id: "hello-world" },
@@ -34,7 +35,9 @@ export const indexRepo = inngest.createFunction(
     })
 
     await step.run("index-codebase", async()=>{
-      
+      await indexCodebase(`${owner}/${repo}`, files)
     })
+
+    return {success:true, indexedFiles: files.length}
   }
 )
\ No newline at end of file
diff --git a/apps/web/lib/pinecone/pinecone.ts b/apps/web/lib/pinecone/pinecone.ts
index da0168e..8ec501d 100644
--- a/apps/web/lib/pinecone/pinecone.ts
+++ b/apps/web/lib/pinecone/pinecone.ts
@@ -5,5 +5,5 @@ export const pinecone = new Pinecone({
 })
 
 export const pineconeIndex = pinecone.index({
-  name: "supercode-vector-embeddings-v1",
+  name: "supercode-vector-embeddings-v2",
 })
\ No newline at end of file
diff --git a/apps/web/modules/pinecone/rag/index.ts b/apps/web/modules/pinecone/rag/index.ts
index 01b4b3f..d9420a6 100644
--- a/apps/web/modules/pinecone/rag/index.ts
+++ b/apps/web/modules/pinecone/rag/index.ts
@@ -49,4 +49,19 @@ export async function indexCodebase(repoId: string, files: {path:string, content
     }
 
     console.log("File indexed")
+}
+
+export async function retrieveContext(query: string, repoId: string, topK:number=5){
+
+    const embedding = await generateEmbedding(query);
+
+    const results = await pineconeIndex.query({
+        vector: embedding,
+        filter: {repoId},
+        topK,
+        includeMetadata:true
+    })
+
+    return results.matches.map(match=>match.metadata?.content as string).filter(Boolean)
+
 }
\ No newline at end of file
diff --git a/apps/web/modules/repository/action/index.ts b/apps/web/modules/repository/action/index.ts
index 36c4e13..9be960c 100644
--- a/apps/web/modules/repository/action/index.ts
+++ b/apps/web/modules/repository/action/index.ts
@@ -59,7 +59,7 @@ export const connectRepository = async (owner: string, repo: string, githubId: n
 
   try {
     await inngest.send({
-      name: "repository.connected",
+      name: "repository-connected",
       data:{
         owner,
         repo,