Merge branch 'streaming' into chatUpdate
This commit is contained in:
anovazzi1
commit
702834731d
7 changed files with 603 additions and 549 deletions
375
poetry.lock
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375
poetry.lock
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@ -551,77 +551,77 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
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[[package]]
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name = "clickhouse-connect"
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version = "0.5.22"
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version = "0.5.23"
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description = "ClickHouse core driver, SqlAlchemy, and Superset libraries"
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category = "main"
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optional = false
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python-versions = "~=3.7"
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[package.dependencies]
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|
@ -1573,14 +1573,14 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
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|||
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[[package]]
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||||
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description = "IPython: Productive Interactive Computing"
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category = "dev"
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[package.dependencies]
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|
@ -1708,14 +1708,14 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
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[[package]]
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[package.dependencies]
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|
@ -1733,7 +1733,7 @@ tenacity = ">=8.1.0,<9.0.0"
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[package.extras]
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||||
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||||
embeddings = ["sentence-transformers (>=2,<3)"]
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|
@ -2921,25 +2921,25 @@ wcwidth = "*"
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[[package]]
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||||
{file = "regex-2023.5.5-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:bd7b68fd2e79d59d86dcbc1ccd6e2ca09c505343445daaa4e07f43c8a9cc34da"},
|
||||
{file = "regex-2023.5.5-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:4a5059bd585e9e9504ef9c07e4bc15b0a621ba20504388875d66b8b30a5c4d18"},
|
||||
{file = "regex-2023.5.5-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:6893544e06bae009916a5658ce7207e26ed17385149f35a3125f5259951f1bbe"},
|
||||
{file = "regex-2023.5.5-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:c64d5abe91a3dfe5ff250c6bb267ef00dbc01501518225b45a5f9def458f31fb"},
|
||||
{file = "regex-2023.5.5-cp38-cp38-win32.whl", hash = "sha256:7923470d6056a9590247ff729c05e8e0f06bbd4efa6569c916943cb2d9b68b91"},
|
||||
{file = "regex-2023.5.5-cp38-cp38-win_amd64.whl", hash = "sha256:4035d6945cb961c90c3e1c1ca2feb526175bcfed44dfb1cc77db4fdced060d3e"},
|
||||
{file = "regex-2023.5.5-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:50fd2d9b36938d4dcecbd684777dd12a407add4f9f934f235c66372e630772b0"},
|
||||
{file = "regex-2023.5.5-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:d19e57f888b00cd04fc38f5e18d0efbd91ccba2d45039453ab2236e6eec48d4d"},
|
||||
{file = "regex-2023.5.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bd966475e963122ee0a7118ec9024388c602d12ac72860f6eea119a3928be053"},
|
||||
{file = "regex-2023.5.5-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:db09e6c18977a33fea26fe67b7a842f706c67cf8bda1450974d0ae0dd63570df"},
|
||||
{file = "regex-2023.5.5-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6164d4e2a82f9ebd7752a06bd6c504791bedc6418c0196cd0a23afb7f3e12b2d"},
|
||||
{file = "regex-2023.5.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:84397d3f750d153ebd7f958efaa92b45fea170200e2df5e0e1fd4d85b7e3f58a"},
|
||||
{file = "regex-2023.5.5-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9c3efee9bb53cbe7b285760c81f28ac80dc15fa48b5fe7e58b52752e642553f1"},
|
||||
{file = "regex-2023.5.5-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:144b5b017646b5a9392a5554a1e5db0000ae637be4971c9747566775fc96e1b2"},
|
||||
{file = "regex-2023.5.5-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:1189fbbb21e2c117fda5303653b61905aeeeea23de4a94d400b0487eb16d2d60"},
|
||||
{file = "regex-2023.5.5-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:f83fe9e10f9d0b6cf580564d4d23845b9d692e4c91bd8be57733958e4c602956"},
|
||||
{file = "regex-2023.5.5-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:72aa4746993a28c841e05889f3f1b1e5d14df8d3daa157d6001a34c98102b393"},
|
||||
{file = "regex-2023.5.5-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:de2f780c3242ea114dd01f84848655356af4dd561501896c751d7b885ea6d3a1"},
|
||||
{file = "regex-2023.5.5-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:290fd35219486dfbc00b0de72f455ecdd63e59b528991a6aec9fdfc0ce85672e"},
|
||||
{file = "regex-2023.5.5-cp39-cp39-win32.whl", hash = "sha256:732176f5427e72fa2325b05c58ad0b45af341c459910d766f814b0584ac1f9ac"},
|
||||
{file = "regex-2023.5.5-cp39-cp39-win_amd64.whl", hash = "sha256:1307aa4daa1cbb23823d8238e1f61292fd07e4e5d8d38a6efff00b67a7cdb764"},
|
||||
{file = "regex-2023.5.5.tar.gz", hash = "sha256:7d76a8a1fc9da08296462a18f16620ba73bcbf5909e42383b253ef34d9d5141e"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "requests"
|
||||
version = "2.29.0"
|
||||
version = "2.30.0"
|
||||
description = "Python HTTP for Humans."
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=3.7"
|
||||
files = [
|
||||
{file = "requests-2.29.0-py3-none-any.whl", hash = "sha256:e8f3c9be120d3333921d213eef078af392fba3933ab7ed2d1cba3b56f2568c3b"},
|
||||
{file = "requests-2.29.0.tar.gz", hash = "sha256:f2e34a75f4749019bb0e3effb66683630e4ffeaf75819fb51bebef1bf5aef059"},
|
||||
{file = "requests-2.30.0-py3-none-any.whl", hash = "sha256:10e94cc4f3121ee6da529d358cdaeaff2f1c409cd377dbc72b825852f2f7e294"},
|
||||
{file = "requests-2.30.0.tar.gz", hash = "sha256:239d7d4458afcb28a692cdd298d87542235f4ca8d36d03a15bfc128a6559a2f4"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
certifi = ">=2017.4.17"
|
||||
charset-normalizer = ">=2,<4"
|
||||
idna = ">=2.5,<4"
|
||||
urllib3 = ">=1.21.1,<1.27"
|
||||
urllib3 = ">=1.21.1,<3"
|
||||
|
||||
[package.extras]
|
||||
socks = ["PySocks (>=1.5.6,!=1.5.7)"]
|
||||
|
|
@ -4662,20 +4662,21 @@ files = [
|
|||
|
||||
[[package]]
|
||||
name = "urllib3"
|
||||
version = "1.26.15"
|
||||
version = "2.0.2"
|
||||
description = "HTTP library with thread-safe connection pooling, file post, and more."
|
||||
category = "main"
|
||||
optional = false
|
||||
python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
|
||||
python-versions = ">=3.7"
|
||||
files = [
|
||||
{file = "urllib3-1.26.15-py2.py3-none-any.whl", hash = "sha256:aa751d169e23c7479ce47a0cb0da579e3ede798f994f5816a74e4f4500dcea42"},
|
||||
{file = "urllib3-1.26.15.tar.gz", hash = "sha256:8a388717b9476f934a21484e8c8e61875ab60644d29b9b39e11e4b9dc1c6b305"},
|
||||
{file = "urllib3-2.0.2-py3-none-any.whl", hash = "sha256:d055c2f9d38dc53c808f6fdc8eab7360b6fdbbde02340ed25cfbcd817c62469e"},
|
||||
{file = "urllib3-2.0.2.tar.gz", hash = "sha256:61717a1095d7e155cdb737ac7bb2f4324a858a1e2e6466f6d03ff630ca68d3cc"},
|
||||
]
|
||||
|
||||
[package.extras]
|
||||
brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
|
||||
secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
|
||||
socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
|
||||
brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
|
||||
secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
|
||||
socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
|
||||
zstd = ["zstandard (>=0.18.0)"]
|
||||
|
||||
[[package]]
|
||||
name = "uvicorn"
|
||||
|
|
|
|||
|
|
@ -7,7 +7,7 @@ from langflow.api.schemas import ChatResponse
|
|||
|
||||
|
||||
# https://github.com/hwchase17/chat-langchain/blob/master/callback.py
|
||||
class StreamingLLMCallbackHandler(AsyncCallbackHandler):
|
||||
class AsyncStreamingLLMCallbackHandler(AsyncCallbackHandler):
|
||||
"""Callback handler for streaming LLM responses."""
|
||||
|
||||
def __init__(self, websocket):
|
||||
|
|
@ -16,3 +16,17 @@ class StreamingLLMCallbackHandler(AsyncCallbackHandler):
|
|||
async def on_llm_new_token(self, token: str, **kwargs: Any) -> None:
|
||||
resp = ChatResponse(message=token, type="stream", intermediate_steps="")
|
||||
await self.websocket.send_json(resp.dict())
|
||||
|
||||
|
||||
class StreamingLLMCallbackHandler(BaseCallbackHandler):
|
||||
"""Callback handler for streaming LLM responses."""
|
||||
|
||||
def __init__(self, websocket):
|
||||
self.websocket = websocket
|
||||
|
||||
def on_llm_new_token(self, token: str, **kwargs: Any) -> None:
|
||||
resp = ChatResponse(message=token, type="stream", intermediate_steps="")
|
||||
|
||||
loop = asyncio.get_event_loop()
|
||||
coroutine = self.websocket.send_json(resp.dict())
|
||||
asyncio.run_coroutine_threadsafe(coroutine, loop)
|
||||
|
|
|
|||
|
|
@ -2,6 +2,7 @@ from fastapi import APIRouter, WebSocket
|
|||
|
||||
from langflow.api.chat_manager import ChatManager
|
||||
from langflow.utils.logger import logger
|
||||
from fastapi import status, WebSocketDisconnect, WebSocketException
|
||||
|
||||
router = APIRouter()
|
||||
chat_manager = ChatManager()
|
||||
|
|
@ -10,5 +11,11 @@ chat_manager = ChatManager()
|
|||
@router.websocket("/chat/{client_id}")
|
||||
async def websocket_endpoint(client_id: str, websocket: WebSocket):
|
||||
"""Websocket endpoint for chat."""
|
||||
|
||||
await chat_manager.handle_websocket(client_id, websocket)
|
||||
try:
|
||||
await chat_manager.handle_websocket(client_id, websocket)
|
||||
except WebSocketException as exc:
|
||||
logger.error(exc)
|
||||
await websocket.close(code=status.WS_1011_INTERNAL_ERROR, reason=str(exc))
|
||||
except WebSocketDisconnect as exc:
|
||||
logger.error(exc)
|
||||
await websocket.close(code=status.WS_1000_NORMAL_CLOSURE, reason=str(exc))
|
||||
|
|
|
|||
|
|
@ -106,11 +106,11 @@ class ChatManager:
|
|||
# Process the graph data and chat message
|
||||
chat_message = payload.pop("message", "")
|
||||
chat_message = ChatMessage(message=chat_message)
|
||||
self.chat_history.add_message(client_id, chat_message)
|
||||
await self.send_json(client_id, chat_message)
|
||||
|
||||
graph_data = payload
|
||||
start_resp = ChatResponse(message=None, type="start", intermediate_steps="")
|
||||
self.chat_history.add_message(client_id, start_resp)
|
||||
await self.send_json(client_id, start_resp)
|
||||
|
||||
is_first_message = len(self.chat_history.get_history(client_id=client_id)) == 0
|
||||
# Generate result and thought
|
||||
|
|
@ -144,12 +144,12 @@ class ChatManager:
|
|||
break
|
||||
|
||||
response = ChatResponse(
|
||||
message="",
|
||||
message=result,
|
||||
intermediate_steps=intermediate_steps.strip(),
|
||||
type="end",
|
||||
files=file_responses,
|
||||
)
|
||||
self.chat_history.add_message(client_id, response)
|
||||
await self.send_json(client_id, response)
|
||||
|
||||
async def handle_websocket(self, client_id: str, websocket: WebSocket):
|
||||
await self.connect(client_id, websocket)
|
||||
|
|
@ -172,15 +172,24 @@ class ChatManager:
|
|||
|
||||
with self.cache_manager.set_client_id(client_id):
|
||||
await self.process_message(client_id, payload)
|
||||
# After the message is sent, wait for message built
|
||||
final_message = await websocket.receive_json()
|
||||
# If the message is a string, it is a chat message
|
||||
chat_response = ChatResponse.parse_obj(final_message)
|
||||
self.chat_history.add_message(client_id, chat_response)
|
||||
|
||||
except Exception as e:
|
||||
# Handle any exceptions that might occur
|
||||
logger.exception(e)
|
||||
# send a message to the client
|
||||
await self.active_connections[client_id].close(code=1000, reason=str(e))
|
||||
raise e
|
||||
finally:
|
||||
# await self.active_connections[client_id].close(
|
||||
# code=1000, reason="Client disconnected"
|
||||
# )
|
||||
try:
|
||||
await self.active_connections[client_id].close(
|
||||
code=1000, reason="Client disconnected"
|
||||
)
|
||||
except Exception as e:
|
||||
logger.exception(e)
|
||||
self.disconnect(client_id)
|
||||
|
||||
|
||||
|
|
@ -203,9 +212,8 @@ async def process_graph(
|
|||
# Generate result and thought
|
||||
try:
|
||||
logger.debug("Generating result and thought")
|
||||
stream_handler = StreamingLLMCallbackHandler(websocket)
|
||||
result, intermediate_steps = await get_result_and_steps(
|
||||
langchain_object, chat_message.message or "", callbacks=[stream_handler]
|
||||
langchain_object, chat_message.message or "", websocket=websocket
|
||||
)
|
||||
logger.debug("Generated result and intermediate_steps")
|
||||
return result, intermediate_steps
|
||||
|
|
|
|||
|
|
@ -74,7 +74,12 @@ def instantiate_class(node_type: str, base_type: str, params: Dict) -> Any:
|
|||
return loaded_toolkit
|
||||
elif base_type == "embeddings":
|
||||
# ? Why remove model from params?
|
||||
params.pop("model")
|
||||
|
||||
try:
|
||||
params.pop("model")
|
||||
except KeyError:
|
||||
pass
|
||||
|
||||
# remove all params that are not in class_object.__fields__
|
||||
try:
|
||||
return class_object(**params)
|
||||
|
|
|
|||
|
|
@ -2,7 +2,8 @@ import contextlib
|
|||
import io
|
||||
from typing import Any, Dict
|
||||
|
||||
from chromadb.errors import NotEnoughElementsException # type: ignore
|
||||
from chromadb.errors import NotEnoughElementsException
|
||||
from langflow.api.callback import AsyncStreamingLLMCallbackHandler, StreamingLLMCallbackHandler # type: ignore
|
||||
|
||||
from langflow.cache.base import compute_dict_hash, load_cache, memoize_dict
|
||||
from langflow.graph.graph import Graph
|
||||
|
|
@ -185,11 +186,9 @@ def fix_memory_inputs(langchain_object):
|
|||
update_memory_keys(langchain_object, possible_new_mem_key)
|
||||
|
||||
|
||||
async def get_result_and_steps(langchain_object, message: str, callbacks=None):
|
||||
async def get_result_and_steps(langchain_object, message: str, **kwargs):
|
||||
"""Get result and thought from extracted json"""
|
||||
|
||||
if callbacks is None:
|
||||
callbacks = []
|
||||
try:
|
||||
if hasattr(langchain_object, "verbose"):
|
||||
langchain_object.verbose = True
|
||||
|
|
@ -215,11 +214,15 @@ async def get_result_and_steps(langchain_object, message: str, callbacks=None):
|
|||
|
||||
with io.StringIO() as output_buffer, contextlib.redirect_stdout(output_buffer):
|
||||
try:
|
||||
output = await langchain_object.acall(chat_input, callbacks=callbacks)
|
||||
except ValueError as exc:
|
||||
async_callbacks = [AsyncStreamingLLMCallbackHandler(**kwargs)]
|
||||
output = await langchain_object.acall(
|
||||
chat_input, callbacks=async_callbacks
|
||||
)
|
||||
except Exception as exc:
|
||||
# make the error message more informative
|
||||
logger.debug(f"Error: {str(exc)}")
|
||||
output = langchain_object.run(chat_input, callbacks=callbacks)
|
||||
sync_callbacks = [StreamingLLMCallbackHandler(**kwargs)]
|
||||
output = langchain_object(chat_input, callbacks=sync_callbacks)
|
||||
|
||||
intermediate_steps = (
|
||||
output.get("intermediate_steps", []) if isinstance(output, dict) else []
|
||||
|
|
|
|||
|
|
@ -14,366 +14,382 @@ import ChatInput from "./chatInput";
|
|||
const _ = require("lodash");
|
||||
|
||||
export default function ChatModal({
|
||||
flow,
|
||||
open,
|
||||
setOpen,
|
||||
flow,
|
||||
open,
|
||||
setOpen,
|
||||
}: {
|
||||
open: boolean;
|
||||
setOpen: Function;
|
||||
flow: FlowType;
|
||||
open: boolean;
|
||||
setOpen: Function;
|
||||
flow: FlowType;
|
||||
}) {
|
||||
const [chatValue, setChatValue] = useState("");
|
||||
const [chatHistory, setChatHistory] = useState<ChatMessageType[]>([]);
|
||||
const { reactFlowInstance } = useContext(typesContext);
|
||||
const { setErrorData, setNoticeData } = useContext(alertContext);
|
||||
const ws = useRef<WebSocket | null>(null);
|
||||
const [lockChat, setLockChat] = useState(false);
|
||||
const isOpen = useRef(open);
|
||||
const [chatValue, setChatValue] = useState("");
|
||||
const [chatHistory, setChatHistory] = useState<ChatMessageType[]>([]);
|
||||
const { reactFlowInstance } = useContext(typesContext);
|
||||
const { setErrorData, setNoticeData } = useContext(alertContext);
|
||||
const ws = useRef<WebSocket | null>(null);
|
||||
const [lockChat, setLockChat] = useState(false);
|
||||
const isOpen = useRef(open);
|
||||
|
||||
useEffect(() => {
|
||||
isOpen.current = open;
|
||||
}, [open]);
|
||||
var isStream = false;
|
||||
useEffect(() => {
|
||||
isOpen.current = open;
|
||||
}, [open]);
|
||||
var isStream = false;
|
||||
|
||||
const addChatHistory = (
|
||||
message: string,
|
||||
isSend: boolean,
|
||||
thought?: string,
|
||||
files?: Array<any>
|
||||
) => {
|
||||
setChatHistory((old) => {
|
||||
let newChat = _.cloneDeep(old);
|
||||
if (files) {
|
||||
newChat.push({ message, isSend, files, thought });
|
||||
} else if (thought) {
|
||||
newChat.push({ message, isSend, thought });
|
||||
} else {
|
||||
newChat.push({ message, isSend });
|
||||
}
|
||||
return newChat;
|
||||
});
|
||||
};
|
||||
const addChatHistory = (
|
||||
message: string,
|
||||
isSend: boolean,
|
||||
thought?: string,
|
||||
files?: Array<any>
|
||||
) => {
|
||||
setChatHistory((old) => {
|
||||
let newChat = _.cloneDeep(old);
|
||||
if (files) {
|
||||
newChat.push({ message, isSend, files, thought });
|
||||
} else if (thought) {
|
||||
newChat.push({ message, isSend, thought });
|
||||
} else {
|
||||
newChat.push({ message, isSend });
|
||||
}
|
||||
return newChat;
|
||||
});
|
||||
};
|
||||
|
||||
//add proper type signature for function
|
||||
//add proper type signature for function
|
||||
|
||||
function updateLastMessage({str,thought}:{str?: string, thought?: string}) {
|
||||
setChatHistory((old) => {
|
||||
let newChat = [...old];
|
||||
if (str) {
|
||||
newChat[newChat.length - 1].message =
|
||||
newChat[newChat.length - 1].message + str;
|
||||
}
|
||||
if(thought){
|
||||
newChat[newChat.length - 1].thought = thought
|
||||
}
|
||||
return newChat;
|
||||
});
|
||||
}
|
||||
function updateLastMessage({
|
||||
str,
|
||||
thought,
|
||||
end = false,
|
||||
}: {
|
||||
str?: string;
|
||||
thought?: string;
|
||||
// end param default is false
|
||||
end?: boolean;
|
||||
}) {
|
||||
setChatHistory((old) => {
|
||||
let newChat = [...old];
|
||||
if (str) {
|
||||
if (end && !newChat[newChat.length - 1].message) {
|
||||
newChat[newChat.length - 1].message = str;
|
||||
}
|
||||
newChat[newChat.length - 1].message =
|
||||
newChat[newChat.length - 1].message + str;
|
||||
}
|
||||
if (thought) {
|
||||
newChat[newChat.length - 1].thought = thought;
|
||||
}
|
||||
return newChat;
|
||||
});
|
||||
}
|
||||
|
||||
function handleOnClose(event: CloseEvent) {
|
||||
if (isOpen.current) {
|
||||
setLockChat(false);
|
||||
setTimeout(() => {
|
||||
connectWS();
|
||||
}, 1000);
|
||||
}
|
||||
}
|
||||
function handleOnClose(event: CloseEvent) {
|
||||
if (isOpen.current) {
|
||||
setLockChat(false);
|
||||
setTimeout(() => {
|
||||
connectWS();
|
||||
}, 1000);
|
||||
}
|
||||
}
|
||||
|
||||
function handleWsMessage(data: any) {
|
||||
if (Array.isArray(data)) {
|
||||
//set chat history
|
||||
setChatHistory((_) => {
|
||||
let newChatHistory: ChatMessageType[] = [];
|
||||
data.forEach(
|
||||
(chatItem: {
|
||||
intermediate_steps?: "string";
|
||||
is_bot: boolean;
|
||||
message: string;
|
||||
type: string;
|
||||
files?: Array<any>;
|
||||
}) => {
|
||||
if (chatItem.message) {
|
||||
newChatHistory.push(
|
||||
chatItem.files
|
||||
? {
|
||||
isSend: !chatItem.is_bot,
|
||||
message: chatItem.message,
|
||||
thought: chatItem.intermediate_steps,
|
||||
files: chatItem.files,
|
||||
}
|
||||
: {
|
||||
isSend: !chatItem.is_bot,
|
||||
message: chatItem.message,
|
||||
thought: chatItem.intermediate_steps,
|
||||
}
|
||||
);
|
||||
}
|
||||
}
|
||||
);
|
||||
return newChatHistory;
|
||||
});
|
||||
}
|
||||
if (data.type === "start") {
|
||||
console.log("start");
|
||||
addChatHistory("", false);
|
||||
isStream = true;
|
||||
}
|
||||
if (data.type === "end") {
|
||||
if(data.intermediate_steps){
|
||||
updateLastMessage({thought:data.intermediate_steps});
|
||||
}
|
||||
setLockChat(false);
|
||||
isStream = false;
|
||||
}
|
||||
if (data.type === "file") {
|
||||
console.log(data);
|
||||
}
|
||||
if (data.type === "stream" && isStream) {
|
||||
updateLastMessage({str:data.message});
|
||||
}
|
||||
}
|
||||
function handleWsMessage(data: any) {
|
||||
if (Array.isArray(data)) {
|
||||
//set chat history
|
||||
setChatHistory((_) => {
|
||||
let newChatHistory: ChatMessageType[] = [];
|
||||
data.forEach(
|
||||
(chatItem: {
|
||||
intermediate_steps?: "string";
|
||||
is_bot: boolean;
|
||||
message: string;
|
||||
type: string;
|
||||
files?: Array<any>;
|
||||
}) => {
|
||||
if (chatItem.message) {
|
||||
newChatHistory.push(
|
||||
chatItem.files
|
||||
? {
|
||||
isSend: !chatItem.is_bot,
|
||||
message: chatItem.message,
|
||||
thought: chatItem.intermediate_steps,
|
||||
files: chatItem.files,
|
||||
}
|
||||
: {
|
||||
isSend: !chatItem.is_bot,
|
||||
message: chatItem.message,
|
||||
thought: chatItem.intermediate_steps,
|
||||
}
|
||||
);
|
||||
}
|
||||
}
|
||||
);
|
||||
return newChatHistory;
|
||||
});
|
||||
}
|
||||
if (data.type === "start") {
|
||||
console.log("start");
|
||||
addChatHistory("", false);
|
||||
isStream = true;
|
||||
}
|
||||
if (data.type === "end") {
|
||||
if (data.intermediate_steps) {
|
||||
updateLastMessage({
|
||||
str: data.message,
|
||||
thought: data.intermediate_steps,
|
||||
end: true,
|
||||
});
|
||||
}
|
||||
setLockChat(false);
|
||||
isStream = false;
|
||||
}
|
||||
if (data.type === "file") {
|
||||
console.log(data);
|
||||
}
|
||||
if (data.type === "stream" && isStream) {
|
||||
updateLastMessage({ str: data.message });
|
||||
}
|
||||
}
|
||||
|
||||
function connectWS() {
|
||||
try {
|
||||
const urlWs =
|
||||
process.env.NODE_ENV === "development"
|
||||
? `ws://localhost:7860/chat/${flow.id}`
|
||||
: `${window.location.protocol === "https:" ? "wss" : "ws"}://${
|
||||
window.location.host
|
||||
}/chat/${flow.id}`;
|
||||
function connectWS() {
|
||||
try {
|
||||
const urlWs =
|
||||
process.env.NODE_ENV === "development"
|
||||
? `ws://localhost:7860/chat/${flow.id}`
|
||||
: `${window.location.protocol === "https:" ? "wss" : "ws"}://${
|
||||
window.location.host
|
||||
}/chat/${flow.id}`;
|
||||
|
||||
const newWs = new WebSocket(urlWs);
|
||||
newWs.onopen = () => {
|
||||
console.log("WebSocket connection established!");
|
||||
};
|
||||
console.log(flow.id);
|
||||
newWs.onmessage = (event) => {
|
||||
const data = JSON.parse(event.data);
|
||||
console.log("Received data:", data);
|
||||
handleWsMessage(data);
|
||||
//get chat history
|
||||
};
|
||||
newWs.onclose = (event) => {
|
||||
handleOnClose(event);
|
||||
};
|
||||
newWs.onerror = (ev) => {
|
||||
console.log(ev, "error");
|
||||
setErrorData({
|
||||
title: "There was an error on web connection, please: ",
|
||||
list: [
|
||||
"Refresh the page",
|
||||
"Use a new flow tab",
|
||||
"Check if the backend is up",
|
||||
],
|
||||
});
|
||||
};
|
||||
ws.current = newWs;
|
||||
} catch {
|
||||
setErrorData({
|
||||
title: "There was an error on web connection, please: ",
|
||||
list: [
|
||||
"Refresh the page",
|
||||
"Use a new flow tab",
|
||||
"Check if the backend is up",
|
||||
],
|
||||
});
|
||||
}
|
||||
}
|
||||
const newWs = new WebSocket(urlWs);
|
||||
newWs.onopen = () => {
|
||||
console.log("WebSocket connection established!");
|
||||
};
|
||||
console.log(flow.id);
|
||||
newWs.onmessage = (event) => {
|
||||
const data = JSON.parse(event.data);
|
||||
console.log("Received data:", data);
|
||||
handleWsMessage(data);
|
||||
//get chat history
|
||||
};
|
||||
newWs.onclose = (event) => {
|
||||
handleOnClose(event);
|
||||
};
|
||||
newWs.onerror = (ev) => {
|
||||
console.log(ev, "error");
|
||||
setErrorData({
|
||||
title: "There was an error on web connection, please: ",
|
||||
list: [
|
||||
"Refresh the page",
|
||||
"Use a new flow tab",
|
||||
"Check if the backend is up",
|
||||
],
|
||||
});
|
||||
};
|
||||
ws.current = newWs;
|
||||
} catch {
|
||||
setErrorData({
|
||||
title: "There was an error on web connection, please: ",
|
||||
list: [
|
||||
"Refresh the page",
|
||||
"Use a new flow tab",
|
||||
"Check if the backend is up",
|
||||
],
|
||||
});
|
||||
}
|
||||
}
|
||||
|
||||
useEffect(() => {
|
||||
connectWS();
|
||||
return () => {
|
||||
console.log("unmount");
|
||||
console.log(ws);
|
||||
if (ws) {
|
||||
ws.current.close();
|
||||
}
|
||||
};
|
||||
}, []);
|
||||
useEffect(() => {
|
||||
connectWS();
|
||||
return () => {
|
||||
console.log("unmount");
|
||||
console.log(ws);
|
||||
if (ws) {
|
||||
ws.current.close();
|
||||
}
|
||||
};
|
||||
}, []);
|
||||
|
||||
async function sendAll(data: sendAllProps) {
|
||||
try {
|
||||
if (ws) {
|
||||
ws.current.send(JSON.stringify(data));
|
||||
}
|
||||
} catch (error) {
|
||||
setErrorData({
|
||||
title: "There was an erro sending the message",
|
||||
list: [error.message],
|
||||
});
|
||||
setChatValue(data.message);
|
||||
connectWS();
|
||||
}
|
||||
}
|
||||
async function sendAll(data: sendAllProps) {
|
||||
try {
|
||||
if (ws) {
|
||||
ws.current.send(JSON.stringify(data));
|
||||
}
|
||||
} catch (error) {
|
||||
setErrorData({
|
||||
title: "There was an erro sending the message",
|
||||
list: [error.message],
|
||||
});
|
||||
setChatValue(data.message);
|
||||
connectWS();
|
||||
}
|
||||
}
|
||||
|
||||
useEffect(() => {
|
||||
if (ref.current) ref.current.scrollIntoView({ behavior: "smooth" });
|
||||
}, [chatHistory]);
|
||||
useEffect(() => {
|
||||
if (ref.current) ref.current.scrollIntoView({ behavior: "smooth" });
|
||||
}, [chatHistory]);
|
||||
|
||||
function validateNode(n: NodeType): Array<string> {
|
||||
if (!n.data?.node?.template || !Object.keys(n.data.node.template)) {
|
||||
setNoticeData({
|
||||
title:
|
||||
"We've noticed a potential issue with a node in the flow. Please review it and, if necessary, submit a bug report with your exported flow file. Thank you for your help!",
|
||||
});
|
||||
return [];
|
||||
}
|
||||
function validateNode(n: NodeType): Array<string> {
|
||||
if (!n.data?.node?.template || !Object.keys(n.data.node.template)) {
|
||||
setNoticeData({
|
||||
title:
|
||||
"We've noticed a potential issue with a node in the flow. Please review it and, if necessary, submit a bug report with your exported flow file. Thank you for your help!",
|
||||
});
|
||||
return [];
|
||||
}
|
||||
|
||||
const {
|
||||
type,
|
||||
node: { template },
|
||||
} = n.data;
|
||||
const {
|
||||
type,
|
||||
node: { template },
|
||||
} = n.data;
|
||||
|
||||
return Object.keys(template).reduce(
|
||||
(errors: Array<string>, t) =>
|
||||
errors.concat(
|
||||
template[t].required &&
|
||||
template[t].show &&
|
||||
(!template[t].value || template[t].value === "") &&
|
||||
!reactFlowInstance
|
||||
.getEdges()
|
||||
.some(
|
||||
(e) =>
|
||||
e.targetHandle.split("|")[1] === t &&
|
||||
e.targetHandle.split("|")[2] === n.id
|
||||
)
|
||||
? [
|
||||
`${type} is missing ${
|
||||
template.display_name
|
||||
? template.display_name
|
||||
: toNormalCase(template[t].name)
|
||||
}.`,
|
||||
]
|
||||
: []
|
||||
),
|
||||
[] as string[]
|
||||
);
|
||||
}
|
||||
return Object.keys(template).reduce(
|
||||
(errors: Array<string>, t) =>
|
||||
errors.concat(
|
||||
template[t].required &&
|
||||
template[t].show &&
|
||||
(!template[t].value || template[t].value === "") &&
|
||||
!reactFlowInstance
|
||||
.getEdges()
|
||||
.some(
|
||||
(e) =>
|
||||
e.targetHandle.split("|")[1] === t &&
|
||||
e.targetHandle.split("|")[2] === n.id
|
||||
)
|
||||
? [
|
||||
`${type} is missing ${
|
||||
template.display_name
|
||||
? template.display_name
|
||||
: toNormalCase(template[t].name)
|
||||
}.`,
|
||||
]
|
||||
: []
|
||||
),
|
||||
[] as string[]
|
||||
);
|
||||
}
|
||||
|
||||
function validateNodes() {
|
||||
return reactFlowInstance
|
||||
.getNodes()
|
||||
.flatMap((n: NodeType) => validateNode(n));
|
||||
}
|
||||
function validateNodes() {
|
||||
return reactFlowInstance
|
||||
.getNodes()
|
||||
.flatMap((n: NodeType) => validateNode(n));
|
||||
}
|
||||
|
||||
const ref = useRef(null);
|
||||
const ref = useRef(null);
|
||||
|
||||
function sendMessage() {
|
||||
if (chatValue !== "") {
|
||||
let nodeValidationErrors = validateNodes();
|
||||
if (nodeValidationErrors.length === 0) {
|
||||
setLockChat(true);
|
||||
let message = chatValue;
|
||||
setChatValue("");
|
||||
addChatHistory(message, true);
|
||||
sendAll({
|
||||
...reactFlowInstance.toObject(),
|
||||
message,
|
||||
chatHistory,
|
||||
name: flow.name,
|
||||
description: flow.description,
|
||||
});
|
||||
} else {
|
||||
setErrorData({
|
||||
title: "Oops! Looks like you missed some required information:",
|
||||
list: nodeValidationErrors,
|
||||
});
|
||||
}
|
||||
} else {
|
||||
setErrorData({
|
||||
title: "Error sending message",
|
||||
list: ["The message cannot be empty."],
|
||||
});
|
||||
}
|
||||
}
|
||||
function clearChat() {
|
||||
setChatHistory([]);
|
||||
ws.current.send(JSON.stringify({ clear_history: true }));
|
||||
}
|
||||
function sendMessage() {
|
||||
if (chatValue !== "") {
|
||||
let nodeValidationErrors = validateNodes();
|
||||
if (nodeValidationErrors.length === 0) {
|
||||
setLockChat(true);
|
||||
let message = chatValue;
|
||||
setChatValue("");
|
||||
addChatHistory(message, true);
|
||||
sendAll({
|
||||
...reactFlowInstance.toObject(),
|
||||
message,
|
||||
chatHistory,
|
||||
name: flow.name,
|
||||
description: flow.description,
|
||||
});
|
||||
} else {
|
||||
setErrorData({
|
||||
title: "Oops! Looks like you missed some required information:",
|
||||
list: nodeValidationErrors,
|
||||
});
|
||||
}
|
||||
} else {
|
||||
setErrorData({
|
||||
title: "Error sending message",
|
||||
list: ["The message cannot be empty."],
|
||||
});
|
||||
}
|
||||
}
|
||||
function clearChat() {
|
||||
setChatHistory([]);
|
||||
ws.current.send(JSON.stringify({ clear_history: true }));
|
||||
}
|
||||
|
||||
function setModalOpen(x: boolean) {
|
||||
setOpen(x);
|
||||
}
|
||||
return (
|
||||
<Transition.Root show={open} appear={open} as={Fragment}>
|
||||
<Dialog
|
||||
as="div"
|
||||
className="relative z-10"
|
||||
onClose={setModalOpen}
|
||||
initialFocus={ref}
|
||||
>
|
||||
<Transition.Child
|
||||
as={Fragment}
|
||||
enter="ease-out duration-300"
|
||||
enterFrom="opacity-0"
|
||||
enterTo="opacity-100"
|
||||
leave="ease-in duration-200"
|
||||
leaveFrom="opacity-100"
|
||||
leaveTo="opacity-0"
|
||||
>
|
||||
<div className="fixed inset-0 bg-black backdrop-blur-sm dark:bg-gray-600 dark:bg-opacity-80 bg-opacity-80 transition-opacity" />
|
||||
</Transition.Child>
|
||||
function setModalOpen(x: boolean) {
|
||||
setOpen(x);
|
||||
}
|
||||
return (
|
||||
<Transition.Root show={open} appear={open} as={Fragment}>
|
||||
<Dialog
|
||||
as="div"
|
||||
className="relative z-10"
|
||||
onClose={setModalOpen}
|
||||
initialFocus={ref}
|
||||
>
|
||||
<Transition.Child
|
||||
as={Fragment}
|
||||
enter="ease-out duration-300"
|
||||
enterFrom="opacity-0"
|
||||
enterTo="opacity-100"
|
||||
leave="ease-in duration-200"
|
||||
leaveFrom="opacity-100"
|
||||
leaveTo="opacity-0"
|
||||
>
|
||||
<div className="fixed inset-0 bg-black backdrop-blur-sm dark:bg-gray-600 dark:bg-opacity-80 bg-opacity-80 transition-opacity" />
|
||||
</Transition.Child>
|
||||
|
||||
<div className="fixed inset-0 z-10 overflow-y-auto">
|
||||
<div className="flex h-full items-end justify-center p-4 text-center sm:items-center sm:p-0">
|
||||
<Transition.Child
|
||||
as={Fragment}
|
||||
enter="ease-out duration-300"
|
||||
enterFrom="opacity-0 translate-y-4 sm:translate-y-0 sm:scale-95"
|
||||
enterTo="opacity-100 translate-y-0 sm:scale-100"
|
||||
leave="ease-in duration-200"
|
||||
leaveFrom="opacity-100 translate-y-0 sm:scale-100"
|
||||
leaveTo="opacity-0 translate-y-4 sm:translate-y-0 sm:scale-95"
|
||||
>
|
||||
<Dialog.Panel className=" drop-shadow-2xl relative flex flex-col justify-between transform h-[95%] overflow-hidden rounded-lg bg-white dark:bg-gray-800 text-left shadow-xl transition-all sm:my-8 w-[690px]">
|
||||
<div className="relative w-full">
|
||||
<button
|
||||
onClick={() => clearChat()}
|
||||
className="absolute top-2 right-2 hover:text-red-500"
|
||||
>
|
||||
<FaEraser className="w-4 h-4" />
|
||||
</button>
|
||||
</div>
|
||||
<div className="w-full h-full bg-white dark:bg-gray-800 border-t dark:border-t-gray-600 flex-col flex items-center overflow-scroll scrollbar-hide">
|
||||
{chatHistory.length > 0 ? (
|
||||
chatHistory.map((c, i) => <ChatMessage chat={c} key={i} />)
|
||||
) : (
|
||||
<div className="flex flex-col h-full text-center justify-center w-full items-center align-middle ">
|
||||
<span>
|
||||
👋{" "}
|
||||
<span className="text-gray-600 text-lg">
|
||||
LangFlow Chat
|
||||
</span>
|
||||
</span>
|
||||
<br />
|
||||
<div className="bg-gray-100 rounded-md w-2/4 px-6 py-8 border border-gray-200">
|
||||
<span className="text-base text-gray-500">
|
||||
Start a conversation and click the agent’s thoughts{" "}
|
||||
<span>
|
||||
<ChatBubbleOvalLeftEllipsisIcon className="w-6 h-6 inline animate-bounce " />
|
||||
</span>{" "}
|
||||
to inspect the chaining process.
|
||||
</span>
|
||||
</div>
|
||||
</div>
|
||||
)}
|
||||
<div ref={ref}></div>
|
||||
</div>
|
||||
<div className="w-full bg-white dark:bg-gray-800 border-t dark:border-t-gray-600 flex-col flex items-center justify-between p-3">
|
||||
<div className="relative w-full mt-1 rounded-md shadow-sm">
|
||||
<ChatInput
|
||||
chatValue={chatValue}
|
||||
lockChat={lockChat}
|
||||
sendMessage={sendMessage}
|
||||
setChatValue={setChatValue}
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
</Dialog.Panel>
|
||||
</Transition.Child>
|
||||
</div>
|
||||
</div>
|
||||
</Dialog>
|
||||
</Transition.Root>
|
||||
);
|
||||
<div className="fixed inset-0 z-10 overflow-y-auto">
|
||||
<div className="flex h-full items-end justify-center p-4 text-center sm:items-center sm:p-0">
|
||||
<Transition.Child
|
||||
as={Fragment}
|
||||
enter="ease-out duration-300"
|
||||
enterFrom="opacity-0 translate-y-4 sm:translate-y-0 sm:scale-95"
|
||||
enterTo="opacity-100 translate-y-0 sm:scale-100"
|
||||
leave="ease-in duration-200"
|
||||
leaveFrom="opacity-100 translate-y-0 sm:scale-100"
|
||||
leaveTo="opacity-0 translate-y-4 sm:translate-y-0 sm:scale-95"
|
||||
>
|
||||
<Dialog.Panel className=" drop-shadow-2xl relative flex flex-col justify-between transform h-[95%] overflow-hidden rounded-lg bg-white dark:bg-gray-800 text-left shadow-xl transition-all sm:my-8 w-[690px]">
|
||||
<div className="relative w-full">
|
||||
<button
|
||||
onClick={() => clearChat()}
|
||||
className="absolute top-2 right-2 hover:text-red-500"
|
||||
>
|
||||
<FaEraser className="w-4 h-4" />
|
||||
</button>
|
||||
</div>
|
||||
<div className="w-full h-full bg-white dark:bg-gray-800 border-t dark:border-t-gray-600 flex-col flex items-center overflow-scroll scrollbar-hide">
|
||||
{chatHistory.length > 0 ? (
|
||||
chatHistory.map((c, i) => <ChatMessage chat={c} key={i} />)
|
||||
) : (
|
||||
<div className="flex flex-col h-full text-center justify-center w-full items-center align-middle ">
|
||||
<span>
|
||||
👋{" "}
|
||||
<span className="text-gray-600 text-lg">
|
||||
LangFlow Chat
|
||||
</span>
|
||||
</span>
|
||||
<br />
|
||||
<div className="bg-gray-100 rounded-md w-2/4 px-6 py-8 border border-gray-200">
|
||||
<span className="text-base text-gray-500">
|
||||
Start a conversation and click the agent’s thoughts{" "}
|
||||
<span>
|
||||
<ChatBubbleOvalLeftEllipsisIcon className="w-6 h-6 inline animate-bounce " />
|
||||
</span>{" "}
|
||||
to inspect the chaining process.
|
||||
</span>
|
||||
</div>
|
||||
</div>
|
||||
)}
|
||||
<div ref={ref}></div>
|
||||
</div>
|
||||
<div className="w-full bg-white dark:bg-gray-800 border-t dark:border-t-gray-600 flex-col flex items-center justify-between p-3">
|
||||
<div className="relative w-full mt-1 rounded-md shadow-sm">
|
||||
<ChatInput
|
||||
chatValue={chatValue}
|
||||
lockChat={lockChat}
|
||||
sendMessage={sendMessage}
|
||||
setChatValue={setChatValue}
|
||||
/>
|
||||
</div>
|
||||
</div>
|
||||
</Dialog.Panel>
|
||||
</Transition.Child>
|
||||
</div>
|
||||
</div>
|
||||
</Dialog>
|
||||
</Transition.Root>
|
||||
);
|
||||
}
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue