(method,answer_generation)
| 25 | |
| 26 | |
| 27 | def process_valid_data(method,answer_generation): |
| 28 | conversation = answer_generation['train_messages'][-1] |
| 29 | functions = answer_generation['function'] |
| 30 | query = answer_generation['query'] |
| 31 | eg = ExecutionGraph() |
| 32 | last_node = generate_init_message_node(eg,functions,query) |
| 33 | |
| 34 | index = 2 |
| 35 | while index < len(conversation): |
| 36 | message = conversation[index] |
| 37 | role = message['role'] |
| 38 | if role == 'system' or role == 'user' or role == 'function': |
| 39 | index = index + 1 |
| 40 | continue |
| 41 | elif role == 'assistant': |
| 42 | if 'function_call' in message : |
| 43 | node = ExecutionNode(role='tool', message={ |
| 44 | 'name':message['function_call']['name'], |
| 45 | 'arguments':message['function_call']['arguments'], |
| 46 | 'response':conversation[index+1]['content'] if message['function_call']['name']!='Finish' else '' |
| 47 | }) |
| 48 | index = index + 1 |
| 49 | else: |
| 50 | node = ExecutionNode(role='assistant', |
| 51 | message=message['content']) |
| 52 | |
| 53 | |
| 54 | else: |
| 55 | raise NotImplementedError(f'Unkown role {role}') |
| 56 | |
| 57 | index = index + 1 |
| 58 | eg.add_node(node) |
| 59 | eg[last_node,node] = None |
| 60 | last_node = node |
| 61 | |
| 62 | eg = eg.reduce_graph_to_sequence() |
| 63 | |
| 64 | return { |
| 65 | 'query':query, |
| 66 | 'available_tools':functions, |
| 67 | 'answer':{ |
| 68 | 'method':method, |
| 69 | 'total_steps': eg.node_count, |
| 70 | 'final_answer': answer_generation['final_answer'], |
| 71 | 'answer_details': eg.convert_to_dict() |
| 72 | } |
| 73 | } |
| 74 | def process_invalid_data(method,data_dict): |
| 75 | answer_generation = data_dict['answer_generation'] |
| 76 | functions = answer_generation['function'] |
no test coverage detected