1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
|
import uuid
from abc import abstractmethod
from typing import Any, AsyncGenerator, Optional
from r2r.base import (
AsyncState,
KVLoggingSingleton,
LLMProvider,
PipeType,
PromptProvider,
)
from r2r.base.abstractions.llm import GenerationConfig
from r2r.base.pipes.base_pipe import AsyncPipe
class GeneratorPipe(AsyncPipe):
class Config(AsyncPipe.PipeConfig):
name: str
task_prompt: str
system_prompt: str = "default_system"
def __init__(
self,
llm_provider: LLMProvider,
prompt_provider: PromptProvider,
type: PipeType = PipeType.GENERATOR,
config: Optional[Config] = None,
pipe_logger: Optional[KVLoggingSingleton] = None,
*args,
**kwargs,
):
super().__init__(
type=type,
config=config or self.Config(),
pipe_logger=pipe_logger,
*args,
**kwargs,
)
self.llm_provider = llm_provider
self.prompt_provider = prompt_provider
@abstractmethod
async def _run_logic(
self,
input: AsyncPipe.Input,
state: AsyncState,
run_id: uuid.UUID,
rag_generation_config: GenerationConfig,
*args: Any,
**kwargs: Any,
) -> AsyncGenerator[Any, None]:
pass
@abstractmethod
def _get_message_payload(
self, message: str, *args: Any, **kwargs: Any
) -> list:
pass
|
