| 6 | client = groq.Groq() |
| 7 | |
| 8 | def make_api_call(messages, max_tokens, is_final_answer=False, custom_client=None): |
| 9 | global client |
| 10 | if custom_client != None: |
| 11 | client = custom_client |
| 12 | |
| 13 | for attempt in range(3): |
| 14 | try: |
| 15 | if is_final_answer: |
| 16 | response = client.chat.completions.create( |
| 17 | model="llama-3.3-70b-versatile", |
| 18 | messages=messages, |
| 19 | max_tokens=max_tokens, |
| 20 | temperature=0.2, |
| 21 | ) |
| 22 | return response.choices[0].message.content |
| 23 | else: |
| 24 | response = client.chat.completions.create( |
| 25 | model="llama-3.3-70b-versatile", |
| 26 | messages=messages, |
| 27 | max_tokens=max_tokens, |
| 28 | temperature=0.2, |
| 29 | response_format={"type": "json_object"} |
| 30 | ) |
| 31 | return json.loads(response.choices[0].message.content) |
| 32 | except Exception as e: |
| 33 | if attempt == 2: |
| 34 | if is_final_answer: |
| 35 | return {"title": "Error", "content": f"Failed to generate final answer after 3 attempts. Error: {str(e)}"} |
| 36 | else: |
| 37 | return {"title": "Error", "content": f"Failed to generate step after 3 attempts. Error: {str(e)}", "next_action": "final_answer"} |
| 38 | time.sleep(1) # Wait for 1 second before retrying |
| 39 | |
| 40 | def generate_response(prompt, custom_client=None): |
| 41 | messages = [ |