diff --git a/.changeset/beige-crabs-repeat.md b/.changeset/beige-crabs-repeat.md
deleted file mode 100644
index ad8e1a1..0000000
--- a/.changeset/beige-crabs-repeat.md
+++ /dev/null
@@ -1,5 +0,0 @@
----
-"overide": patch
----
-
-Refactored the embedding and parsing service to handle the generation of prompt embedding and contexts properly.
diff --git a/.changeset/curly-owls-visit.md b/.changeset/curly-owls-visit.md
new file mode 100644
index 0000000..414b3bc
--- /dev/null
+++ b/.changeset/curly-owls-visit.md
@@ -0,0 +1,5 @@
+---
+"overide": minor
+---
+
+Now we are able to use response_format in case of OpenAi api
diff --git a/.changeset/gorgeous-pugs-peel.md b/.changeset/gorgeous-pugs-peel.md
deleted file mode 100644
index 21b32d4..0000000
--- a/.changeset/gorgeous-pugs-peel.md
+++ /dev/null
@@ -1,19 +0,0 @@
----
-"overide": minor
----
-
-Adds: 
-1. Support for dependency graph generation with tree sitter.
-2. Support for Embedding generation in dependency graph using open-ai.
-3. Support for embedding based code relevancy selection for
-
-Updated: 
-1. The Network layer is refactored to reduce redundancy.
-2. Config command now has two sub-commands 'local' & 'global' with respective options.
-3. overide config has a new option `--embedding` to enable embedding.
-
-Fixes: 
-1. Fixed ignore file pattern matching.
-2. Fixed context generation for programming languages which dows not have tree-sitter support.
-3. Fixed embedding generation to exclude non-supported languages.
-
diff --git a/.changeset/hip-flowers-accept.md b/.changeset/hip-flowers-accept.md
deleted file mode 100644
index 81a2062..0000000
--- a/.changeset/hip-flowers-accept.md
+++ /dev/null
@@ -1,5 +0,0 @@
----
-"overide": patch
----
-
-Added a cool 3D view for dependency graph - This can be further improved to give user a proper experiance of manually adding context and viewing the project-wide code dependency.
diff --git a/.changeset/odd-adults-sneeze.md b/.changeset/odd-adults-sneeze.md
deleted file mode 100644
index cc31a5c..0000000
--- a/.changeset/odd-adults-sneeze.md
+++ /dev/null
@@ -1,5 +0,0 @@
----
-"overide": patch
----
-
-Updated the watching file message.
diff --git a/CHANGELOG.md b/CHANGELOG.md
index eb9e60a..280010b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,33 @@
 # overide
 
+## 0.2.0
+
+### Minor Changes
+
+- 1713261: Adds:
+
+  1. Support for dependency graph generation with tree sitter.
+  2. Support for Embedding generation in dependency graph using open-ai.
+  3. Support for embedding based code relevancy selection for
+
+  Updated:
+
+  1. The Network layer is refactored to reduce redundancy.
+  2. Config command now has two sub-commands 'local' & 'global' with respective options.
+  3. overide config has a new option `--embedding` to enable embedding.
+
+  Fixes:
+
+  1. Fixed ignore file pattern matching.
+  2. Fixed context generation for programming languages which dows not have tree-sitter support.
+  3. Fixed embedding generation to exclude non-supported languages.
+
+### Patch Changes
+
+- 55ee800: Refactored the embedding and parsing service to handle the generation of prompt embedding and contexts properly.
+- 6f1ea9b: Added a cool 3D view for dependency graph - This can be further improved to give user a proper experiance of manually adding context and viewing the project-wide code dependency.
+- 183836d: Updated the watching file message.
+
 ## 0.1.8
 
 ### Patch Changes
diff --git a/package.json b/package.json
index e9dace3..1541e07 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "overide",
-  "version": "0.1.8",
+  "version": "0.2.0",
   "description": "This is a CLI based Code Generation Tool.",
   "type": "commonjs",
   "main": "dist/index.js",
@@ -35,7 +35,7 @@
     "groq-sdk": "^0.7.0",
     "inquirer": "^11.1.0",
     "open": "^10.1.0",
-    "openai": "^4.67.2",
+    "openai": "^4.77.0",
     "three": "^0.170.0",
     "tree-sitter": "^0.22.0",
     "tree-sitter-c": "^0.23.1",
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index e546a17..c64e3ba 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -42,8 +42,8 @@ importers:
         specifier: ^10.1.0
         version: 10.1.0
       openai:
-        specifier: ^4.67.2
-        version: 4.69.0
+        specifier: ^4.77.0
+        version: 4.91.1
       three:
         specifier: ^0.170.0
         version: 0.170.0
@@ -1485,12 +1485,15 @@ packages:
     resolution: {integrity: sha512-mnkeQ1qP5Ue2wd+aivTD3NHd/lZ96Lu0jgf0pwktLPtx6cTZiH7tyeGRRHs0zX0rbrahXPnXlUnbeXyaBBuIaw==}
     engines: {node: '>=18'}
 
-  openai@4.69.0:
-    resolution: {integrity: sha512-S3hOHSkk609KqwgH+7dwFrSvO3Gm3Nk0YWGyPHNscoMH/Y2tH1qunMi7gtZnLbUv4/N1elqCp6bDior2401kCQ==}
+  openai@4.91.1:
+    resolution: {integrity: sha512-DbjrR0hIMQFbxz8+3qBsfPJnh3+I/skPgoSlT7f9eiZuhGBUissPQULNgx6gHNkLoZ3uS0uYS6eXPUdtg4nHzw==}
     hasBin: true
     peerDependencies:
+      ws: ^8.18.0
       zod: ^3.23.8
     peerDependenciesMeta:
+      ws:
+        optional: true
       zod:
         optional: true
 
@@ -3509,7 +3512,7 @@ snapshots:
       is-inside-container: 1.0.0
       is-wsl: 3.1.0
 
-  openai@4.69.0:
+  openai@4.91.1:
     dependencies:
       '@types/node': 18.19.61
       '@types/node-fetch': 2.6.11
diff --git a/src/models/model.request.ts b/src/models/model.request.ts
index b59f882..3eaeb6e 100644
--- a/src/models/model.request.ts
+++ b/src/models/model.request.ts
@@ -1,3 +1,4 @@
+import { ResponseFormatJSONSchema } from 'openai/resources';
 import { ChatCompletionMessageParam as OpenAIChatCompletionMessageParam } from 'openai/resources/chat/completions';
 import { ChatCompletionMessageParam as GroqChatCompletionMessageParam } from 'groq-sdk/resources/chat/completions';
 import { ActivePlatformDetails } from './model.config';
@@ -16,6 +17,7 @@ export interface OpenAiRequestObject {
   stream?: boolean;
   presence_penalty?: number;
   frequency_penalty?: number;
+  response_format: ResponseFormatJSONSchema;
 }
 
 export interface DeepSeekRequestObject {
diff --git a/src/services/service.network.ts b/src/services/service.network.ts
index fef4809..1c3827c 100644
--- a/src/services/service.network.ts
+++ b/src/services/service.network.ts
@@ -98,10 +98,7 @@ class NetworkServiceImpl extends NetworkService {
     // Handle requests based on the selected platform
     switch (platform) {
       case 'openai':
-        return this.handleOpenAIRequest(activeServiceDetails, {
-          ...metadata,
-          messages: metadata.messages as OpenAIChatCompletionMessageParam[]
-        });
+        return this.handleOpenAIRequest(activeServiceDetails, metadata as OpenAiRequestObject);
       case 'deepseek':
         return this.handleDeepSeekRequest(activeServiceDetails, {
           ...metadata,
@@ -141,6 +138,7 @@ class NetworkServiceImpl extends NetworkService {
         ...metadata,
         stream: false
       });
+      console.log(completions.choices[0]);
       return (completions.choices[0] as ChatCompletion.Choice).message.content || ''; // Return the content string from OpenAI completion
     } catch (error) {
       if (error instanceof Error) {
diff --git a/src/services/service.process/process.request.ts b/src/services/service.process/process.request.ts
index d8aad9e..537a2e9 100644
--- a/src/services/service.process/process.request.ts
+++ b/src/services/service.process/process.request.ts
@@ -81,14 +81,45 @@ class ProcessRequest {
     }
 
     const metadata: OpenAiRequestObject = {
-      model: 'gpt-4o', // Specify the model to use
+      model: 'gpt-4o',
       messages: messages,
-      temperature: 0.5, // Adjust temperature for creativity (lower = more deterministic)
-      max_tokens: 2500, // Max tokens for the response
-      n: 1, // Number of completions to generate
-      stream: false, // Whether to stream results
-      presence_penalty: 0, // Adjusts frequency of introducing new ideas
-      frequency_penalty: 0 // Adjusts repetition
+      temperature: 0.5,
+      max_tokens: 2500,
+      n: 1,
+      stream: false,
+      presence_penalty: 0,
+      frequency_penalty: 0,
+      response_format: {
+        type: 'json_schema',
+        json_schema: {
+          name: 'changes',
+          schema: {
+            type: 'object',
+            properties: {
+              changes: {
+                type: 'array',
+                items: {
+                  type: 'object',
+                  properties: {
+                    find: {
+                      type: 'array',
+                      items: { type: 'string' }
+                    },
+                    replace: {
+                      type: 'array',
+                      items: { type: 'string' }
+                    }
+                  },
+                  required: ['find', 'replace'],
+                  additionalProperties: false
+                }
+              }
+            },
+            required: ['changes'],
+            additionalProperties: false
+          }
+        }
+      }
     };
 
     // Construct the request body for OpenAI API
diff --git a/src/services/service.process/process.response.ts b/src/services/service.process/process.response.ts
index 4a52147..063b273 100644
--- a/src/services/service.process/process.response.ts
+++ b/src/services/service.process/process.response.ts
@@ -20,6 +20,13 @@ class ProcessResponse {
     response: string,
     verbose: boolean = false
   ): Promise<ReplacementBlock[] | null> {
+    // IN case of OpenAi we receive a proper json format.
+    try {
+      return JSON.parse(response)['changes'] as ReplacementBlock[];
+    } catch (error) {
+      console.error(`Error in formatting response: ${(error as Error).message}`);
+    }
+
     try {
       const replacementObject: ReplacementBlock[] = serviceDev.extractCodeBlock(response, verbose);
       for (const bloc of replacementObject) {