From 1487b3ff9c238761291c2cd45405b8cedf69b7bf Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?th=E1=BB=8Bnh?= Date: Wed, 6 Nov 2024 15:02:25 +0700 Subject: [PATCH 1/2] Add proactive notification apps infra and example --- backend/models/notification_message.py | 9 ++- backend/models/plugin.py | 8 +++ backend/routers/transcribe_v2.py | 2 +- backend/utils/llm.py | 19 ++++++ backend/utils/plugins.py | 22 ++++++- backend/utils/pusher.py | 1 - community-plugins.json | 24 +++++++ plugins/example/basic/mentor.py | 77 +++++++++++++++++++++++ plugins/example/db.py | 26 ++++++++ plugins/example/main.py | 15 ++--- plugins/example/models.py | 49 +++++++++++++++ plugins/instructions/mentor_01/README.md | 4 ++ plugins/logos/mentor_01.jpg | Bin 0 -> 153975 bytes 13 files changed, 241 insertions(+), 15 deletions(-) create mode 100644 plugins/example/basic/mentor.py create mode 100644 plugins/instructions/mentor_01/README.md create mode 100644 plugins/logos/mentor_01.jpg diff --git a/backend/models/notification_message.py b/backend/models/notification_message.py index be0103bc4..f075655b5 100644 --- a/backend/models/notification_message.py +++ b/backend/models/notification_message.py @@ -1,11 +1,10 @@ -from typing import Optional +from typing import Optional import uuid from datetime import datetime from pydantic import BaseModel, Field - class NotificationMessage(BaseModel): id: str = Field(default_factory=lambda: str(uuid.uuid4())) created_at: str = Field(default_factory=lambda: datetime.now().isoformat()) @@ -14,15 +13,15 @@ class NotificationMessage(BaseModel): from_integration: str type: str notification_type: str - + text: Optional[str] = "" @staticmethod def get_message_as_dict( message: 'NotificationMessage', ) -> dict: - + message_dict = message.dict() - + # Remove 'plugin_id' if it is None if message.plugin_id is None: del message_dict['plugin_id'] diff --git a/backend/models/plugin.py b/backend/models/plugin.py index be94a99e6..b4d3642dc 100644 --- a/backend/models/plugin.py +++ b/backend/models/plugin.py @@ -34,6 +34,8 @@ class ExternalIntegration(BaseModel): auth_steps: Optional[List[AuthStep]] = [] # setup_instructions_markdown: str = '' +class ProactiveNotification(BaseModel): + scopes: Set[str] class Plugin(BaseModel): id: str @@ -53,6 +55,7 @@ class Plugin(BaseModel): deleted: bool = False trigger_workflow_memories: bool = True # default true installs: int = 0 + proactive_notification: Optional[ProactiveNotification] = None def get_rating_avg(self) -> Optional[str]: return f'{self.rating_avg:.1f}' if self.rating_avg is not None else None @@ -75,6 +78,11 @@ def triggers_on_memory_creation(self) -> bool: def triggers_realtime(self) -> bool: return self.works_externally() and self.external_integration.triggers_on == 'transcript_processed' + def fitler_proactive_notification_scopes(self, params: [str]) -> []: + if not self.proactive_notification: + return [] + return [param for param in params if param in self.proactive_notification.scopes] + def get_image_url(self) -> str: return f'https://raw.githubusercontent.com/BasedHardware/Omi/main{self.image}' diff --git a/backend/routers/transcribe_v2.py b/backend/routers/transcribe_v2.py index d19c939e8..c1befe355 100644 --- a/backend/routers/transcribe_v2.py +++ b/backend/routers/transcribe_v2.py @@ -17,7 +17,7 @@ from models.message_event import MemoryEvent, MessageEvent from utils.memories.location import get_google_maps_location from utils.memories.process_memory import process_memory -from utils.plugins import trigger_external_integrations, trigger_realtime_integrations +from utils.plugins import trigger_external_integrations from utils.stt.streaming import * from utils.webhooks import send_audio_bytes_developer_webhook, realtime_transcript_webhook, \ get_audio_bytes_webhook_seconds diff --git a/backend/utils/llm.py b/backend/utils/llm.py index f441aeb0c..28e811081 100644 --- a/backend/utils/llm.py +++ b/backend/utils/llm.py @@ -814,3 +814,22 @@ def provide_advice_message(uid: str, segments: List[TranscriptSegment], context: ``` """.replace(' ', '').strip() return llm_mini.with_structured_output(OutputMessage).invoke(prompt).message + +# ************************************************** +# ************* MENTOR PLUGIN ************** +# ************************************************** + +def get_metoring_message(uid: str, plugin_prompt: str, params: [str]) -> str: + user_name, facts_str = get_prompt_facts(uid) + + prompt = plugin_prompt + for param in params: + if param == "user_name": + prompt = prompt.replace("{{user_name}}", user_name) + continue + if param == "user_facts": + prompt = prompt.replace("{{user_facts}}", facts_str) + continue + prompt = prompt.replace(' ', '').strip() + + return llm_mini.invoke(prompt).content diff --git a/backend/utils/plugins.py b/backend/utils/plugins.py index 80e639fdc..144ad2b28 100644 --- a/backend/utils/plugins.py +++ b/backend/utils/plugins.py @@ -13,6 +13,7 @@ from models.plugin import Plugin, UsageHistoryType from utils.notifications import send_notification from utils.other.endpoints import timeit +from utils.llm import get_metoring_message # *********************************** @@ -206,11 +207,29 @@ def _single(plugin: Plugin): response_data = response.json() if not response_data: return + + # message message = response_data.get('message', '') - print('Plugin', plugin.id, 'response:', message) + mentor = response_data.get('mentor', None) + print('Plugin', plugin.id, 'response:', message, mentor) if message and len(message) > 5: send_plugin_notification(token, plugin.name, plugin.id, message) results[plugin.id] = message + + # proactive_notification + if plugin.has_capability("proactive_notification"): + mentor = response_data.get('mentor', None) + if mentor: + prompt = mentor.get('prompt', '') + if len(prompt) > 0 and len(prompt) <= 5000: + params = mentor.get('params', []) + message = get_metoring_message(uid, prompt, plugin.fitler_proactive_notification_scopes(params)) + if message and len(message) > 5: + send_plugin_notification(token, plugin.name, plugin.id, message) + results[plugin.id] = message + elif len(prompt) > 5000: + print(f"Plugin {plugin.id} prompt too long, length: {len(prompt)}/5000") + except Exception as e: print(f"Plugin integration error: {e}") return @@ -225,6 +244,7 @@ def _single(plugin: Plugin): if not message: continue messages.append(add_plugin_message(message, key, uid)) + return messages diff --git a/backend/utils/pusher.py b/backend/utils/pusher.py index 77ec5d813..72648c3c3 100644 --- a/backend/utils/pusher.py +++ b/backend/utils/pusher.py @@ -17,7 +17,6 @@ from models.message_event import MemoryEvent, MessageEvent from utils.memories.location import get_google_maps_location from utils.memories.process_memory import process_memory -from utils.plugins import trigger_external_integrations, trigger_realtime_integrations from utils.stt.streaming import * from utils.webhooks import send_audio_bytes_developer_webhook, realtime_transcript_webhook, \ get_audio_bytes_webhook_seconds diff --git a/community-plugins.json b/community-plugins.json index 011bc6572..ea9117e90 100644 --- a/community-plugins.json +++ b/community-plugins.json @@ -1334,5 +1334,29 @@ ], "memory_prompt": "From the transcript provided, review the conversation to identify any instances of potential bias or persuasive language, particularly if there are subtle attempts to influence the listener’s beliefs or perceptions. Focus on specific phrases, rhetorical techniques, or language choices that may suggest a bias. However, recognize that some persuasive language may simply be marketing or enthusiasm rather than an attempt to subtly manipulate. Provide a succinct and complete analysis, avoiding excess detail. If bias is present, include hyperspecific examples such as, 'the phrase may subtly promote by .' If there are no strong indicators of bias, simply state 'No persuasive bias detected.' YOUR OUTPUT MUST ONLY CONTAIN THE ANALYSIS AND THE ANALYSIS ONLY.", "deleted": false + }, + { + "id": "mentor-01", + "name": "Mentor 01", + "author": "@thinh", + "description": "Mentor 01 AI-powered mentor, designed to elevate your meetings and help you achieve your goals. With its insightful guidance and real-time support, you'll gain the confidence and skills to excel in every interaction.", + "image": "/plugins/logos/mentor_01.jpg", + "capabilities": [ + "external_integration", + "proactive_notification" + ], + "external_integration": { + "triggers_on": "transcript_processed", + "webhook_url": "https://based-hardware-development--plugins-api.modal.run/mentor", + "setup_completed_url": "https://based-hardware-development--plugins-api.modal.run/setup/mentor", + "setup_instructions_file_path": "/plugins/instructions/mentor_01/README.md" + }, + "proactive_notification": { + "scopes": [ + "user_name", + "user_facts" + ] + }, + "deleted": false } ] diff --git a/plugins/example/basic/mentor.py b/plugins/example/basic/mentor.py new file mode 100644 index 000000000..a67646fbd --- /dev/null +++ b/plugins/example/basic/mentor.py @@ -0,0 +1,77 @@ +import re +import time + +from fastapi import APIRouter + +from models import * +from db import get_upsert_segment_to_transcript_plugin + +router = APIRouter() + +scan_segment_session = {} + +# ******************************************************* +# ************ Basic Mentor Plugin ************ +# ******************************************************* + +@router.post('/mentor', tags=['mentor', 'basic', 'realtime'], response_model=MentorEndpointResponse) +def mentoring(data: RealtimePluginRequest): + def normalize(text): + return re.sub(r' +', ' ',re.sub(r'[,?.!]', ' ', text)).lower().strip() + + # Add segments by session_id + session_id = data.session_id + segments = get_upsert_segment_to_transcript_plugin('mentor-01', session_id, data.segments) + scan_segment = scan_segment_session[session_id] if session_id in scan_segment_session and len(segments) > len(data.segments) else 0 + + # Detect codewords + ai_names = ['Omi', 'Omie', 'Homi', 'Homie'] + codewords = [f'hey {ai_name} what do you think' for ai_name in ai_names] + scan_segments = TranscriptSegment.combine_segments([], segments[scan_segment:]) + if len(scan_segments) == 0: + return {} + text_lower = normalize(scan_segments[-1].text) + pattern = r'\b(?:' + '|'.join(map(re.escape, [normalize(cw) for cw in codewords])) + r')\b' + if not bool(re.search(pattern, text_lower)): + return {} + + # Generate mentoring prompt + scan_segment_session[session_id] = len(segments) + transcript = TranscriptSegment.segments_as_string(segments) + + user_name = "{{user_name}}" + user_facts = "{{user_facts}}" + + prompt = f""" + You are an experienced mentor, that helps people achieve their goals during the meeting. + You are advising {user_name} right now. + + {user_facts} + + The following is a {user_name}'s conversation, with the transcripts, that {user_name} had during the meeting. + {user_name} wants to get the call-to-action advice to move faster during the meetting based on the conversation. + + First, identify the topics or problems that {user_name} is discussing or trying to resolve during the meeting, and then provide advice specific to those topics or problems. If you cannot find the topic or problem of the meeting, respond with an empty message. + + The advice must focus on the specific object mentioned in the conversation. The object could be a product, a person, or an event. + + The response must follow this format: + Noticed you are trying to . + If I were you, I'd . + + Remember {user_name} is busy so this has to be very efficient and concise. + Respond in at most 100 words. + + Output your response in plain text, without markdown. + ``` + ${transcript} + ``` + """.replace(' ', '').strip() + + return {'session_id': data.session_id, + 'mentor': {'prompt': prompt, + 'params': ['user_name', 'user_facts']}} + +@ router.get('/setup/mentor', tags=['mentor']) +def is_setup_completed(uid: str): + return {'is_setup_completed': True} diff --git a/plugins/example/db.py b/plugins/example/db.py index 307032a65..183a284ca 100644 --- a/plugins/example/db.py +++ b/plugins/example/db.py @@ -148,3 +148,29 @@ def get_ahda_url(uid: str) -> str: def get_ahda_os(uid: str) -> str: val = r.get(f'ahda_os:{uid}') return val.decode('utf-8') if val else None + + +# ******************************************************* +# ************ MENTOR PLUGIN UTILS *********** +# ******************************************************* + +def get_upsert_segment_to_transcript_plugin(plugin_id: str, session_id: str, new_segments: list[TranscriptSegment]) -> List[dict]: + key = f'plugin:{plugin_id}:session:{session_id}:transcript_segments' + segments = r.get(key) + if not segments: + segments = [] + else: + segments = eval(segments) + + segments.extend([segment.dict() for segment in new_segments]) + + # keep 1000 + if len(segments) > 1000: + segments = segments[-1000:] + + r.set(key, str(segments)) + + # expire 5m + r.expire(key, 60 * 5) + + return [TranscriptSegment(**segment) for segment in segments] diff --git a/plugins/example/main.py b/plugins/example/main.py index 07f8ed723..fe69cb4f3 100644 --- a/plugins/example/main.py +++ b/plugins/example/main.py @@ -8,8 +8,7 @@ from basic import memory_created as basic_memory_created_router from oauth import memory_created as oauth_memory_created_router from zapier import memory_created as zapier_memory_created_router -from ahda import client as ahda_realtime_transcription_router - +# from ahda import client as ahda_realtime_transcription_router # from advanced import openglass as advanced_openglass_router # ************* @DEPRECATED ************** @@ -19,6 +18,7 @@ # 3. Didn't find killer use cases. # from advanced import realtime as advanced_realtime_router # from basic import realtime as basic_realtime_router +from basic import mentor as basic_realtime_mentor_router # **************************************** app = FastAPI() @@ -33,12 +33,12 @@ @modal_app.function( image=( - Image.debian_slim() - # .apt_install('libgl1-mesa-glx', 'libglib2.0-0') - .pip_install_from_requirements('requirements.txt') + Image.debian_slim() + # .apt_install('libgl1-mesa-glx', 'libglib2.0-0') + .pip_install_from_requirements('requirements.txt') ), keep_warm=1, # need 7 for 1rps - memory=(128, 256), + memory=(128, 512), cpu=1, allow_concurrent_inputs=10, ) @@ -50,8 +50,9 @@ def api(): app.include_router(basic_memory_created_router.router) app.include_router(oauth_memory_created_router.router) app.include_router(zapier_memory_created_router.router) -#app.include_router(ahda_realtime_transcription_router.router) +# app.include_router(ahda_realtime_transcription_router.router) +app.include_router(basic_realtime_mentor_router.router) # app.include_router(basic_realtime_router.router) # app.include_router(advanced_realtime_router.router) # app.include_router(advanced_openglass_router.router) diff --git a/plugins/example/models.py b/plugins/example/models.py index ef6ebdf0b..fb69876dd 100644 --- a/plugins/example/models.py +++ b/plugins/example/models.py @@ -64,6 +64,46 @@ def segments_as_string(segments, include_timestamps=False, user_name: str = None transcript += f'{timestamp_str}{user_name if segment.is_user else f"Speaker {segment.speaker_id}"}: {segment_text}\n\n' return transcript.strip() + @staticmethod + def combine_segments(segments: [], new_segments: [], delta_seconds: int = 0): + if not new_segments or len(new_segments) == 0: + return segments + + joined_similar_segments = [] + for new_segment in new_segments: + if delta_seconds > 0: + new_segment.start += delta_seconds + new_segment.end += delta_seconds + + if (joined_similar_segments and + (joined_similar_segments[-1].speaker == new_segment.speaker or + (joined_similar_segments[-1].is_user and new_segment.is_user))): + joined_similar_segments[-1].text += f' {new_segment.text}' + joined_similar_segments[-1].end = new_segment.end + else: + joined_similar_segments.append(new_segment) + + if (segments and + (segments[-1].speaker == joined_similar_segments[0].speaker or + (segments[-1].is_user and joined_similar_segments[0].is_user)) and + (joined_similar_segments[0].start - segments[-1].end < 30)): + segments[-1].text += f' {joined_similar_segments[0].text}' + segments[-1].end = joined_similar_segments[0].end + joined_similar_segments.pop(0) + + segments.extend(joined_similar_segments) + + # Speechmatics specific issue with punctuation + for i, segment in enumerate(segments): + segments[i].text = ( + segments[i].text.strip() + .replace(' ', '') + .replace(' ,', ',') + .replace(' .', '.') + .replace(' ?', '?') + ) + return segments + @staticmethod def can_display_seconds(segments): for i in range(len(segments)): @@ -126,3 +166,12 @@ class EndpointResponse(BaseModel): class RealtimePluginRequest(BaseModel): session_id: str segments: List[TranscriptSegment] + + +class MentorResponse(BaseModel): + prompt: str = Field(description="A prompt or a template with the parameters such as {{user_name}} {{user_facts}}.", default='') + params: List[str] = Field(description="A list of string that match with proactive notification scopes. ", default=[]) + +class MentorEndpointResponse(BaseModel): + message: str = Field(description="A short message to be sent as notification to the user, if needed.", default='') + mentor: MentorResponse = Field(description="An object to guide the system in generating the proactive notification", default=None) diff --git a/plugins/instructions/mentor_01/README.md b/plugins/instructions/mentor_01/README.md new file mode 100644 index 000000000..37765f274 --- /dev/null +++ b/plugins/instructions/mentor_01/README.md @@ -0,0 +1,4 @@ +1. Install the app +2. During the meeting say "hey Omi, what do you think?" + +> This is an experimental feature. It may not work as expected. 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Fix trigger external integration with new plugin db --- backend/routers/chat.py | 3 +-- backend/routers/plugins.py | 4 ++-- backend/utils/plugins.py | 2 +- community-plugins.json | 24 ------------------------ 4 files changed, 4 insertions(+), 29 deletions(-) diff --git a/backend/routers/chat.py b/backend/routers/chat.py index 305f0b447..7a0b3aa3a 100644 --- a/backend/routers/chat.py +++ b/backend/routers/chat.py @@ -11,7 +11,6 @@ from models.memory import Memory from utils.llm import initial_chat_message from utils.other import endpoints as auth -from utils.plugins import get_plugin_by_id from utils.retrieval.graph import execute_graph_chat router = APIRouter() @@ -107,4 +106,4 @@ def get_messages(uid: str = Depends(auth.get_current_user_uid)): messages = chat_db.get_messages(uid, limit=100, include_memories=True) # for now retrieving first 100 messages if not messages: return [initial_message_util(uid)] - return messages \ No newline at end of file + return messages diff --git a/backend/routers/plugins.py b/backend/routers/plugins.py index 21aa37ea5..0c807eef2 100644 --- a/backend/routers/plugins.py +++ b/backend/routers/plugins.py @@ -9,7 +9,7 @@ from fastapi.params import File, Form, Header from database.plugins import get_plugin_usage_history, add_public_plugin, add_private_plugin, \ - change_plugin_approval_status, \ + change_plugin_approval_status, \ get_plugin_by_id_db, change_plugin_visibility_db, get_unapproved_public_plugins_db, public_plugin_id_exists_db, \ private_plugin_id_exists_db from database.redis_db import set_plugin_review, enable_plugin, disable_plugin, increase_plugin_installs_count, \ @@ -137,7 +137,7 @@ def add_plugin(plugin_data: str = Form(...), file: UploadFile = File(...), uid=D data['approved'] = False data['id'] = data['name'].replace(' ', '-').lower() data['uid'] = uid - if data['private']: + if 'private' in data and data['private']: data['id'] = data['id'] + '-private' if private_plugin_id_exists_db(data['id'], uid): data['id'] = data['id'] + '-' + ''.join([str(random.randint(0, 9)) for _ in range(5)]) diff --git a/backend/utils/plugins.py b/backend/utils/plugins.py index 144ad2b28..cb411e432 100644 --- a/backend/utils/plugins.py +++ b/backend/utils/plugins.py @@ -177,7 +177,7 @@ async def trigger_realtime_integrations(uid: str, segments: list[dict]): def _trigger_realtime_integrations(uid: str, token: str, segments: List[dict]) -> dict: - plugins: List[Plugin] = get_plugins_data(uid, include_reviews=False) + plugins: List[Plugin] = get_plugins_data_from_db(uid, include_reviews=False) filtered_plugins = [ plugin for plugin in plugins if plugin.triggers_realtime() and plugin.enabled and not plugin.deleted diff --git a/community-plugins.json b/community-plugins.json index ea9117e90..011bc6572 100644 --- a/community-plugins.json +++ b/community-plugins.json @@ -1334,29 +1334,5 @@ ], "memory_prompt": "From the transcript provided, review the conversation to identify any instances of potential bias or persuasive language, particularly if there are subtle attempts to influence the listener’s beliefs or perceptions. Focus on specific phrases, rhetorical techniques, or language choices that may suggest a bias. However, recognize that some persuasive language may simply be marketing or enthusiasm rather than an attempt to subtly manipulate. Provide a succinct and complete analysis, avoiding excess detail. If bias is present, include hyperspecific examples such as, 'the phrase may subtly promote by .' If there are no strong indicators of bias, simply state 'No persuasive bias detected.' YOUR OUTPUT MUST ONLY CONTAIN THE ANALYSIS AND THE ANALYSIS ONLY.", "deleted": false - }, - { - "id": "mentor-01", - "name": "Mentor 01", - "author": "@thinh", - "description": "Mentor 01 AI-powered mentor, designed to elevate your meetings and help you achieve your goals. With its insightful guidance and real-time support, you'll gain the confidence and skills to excel in every interaction.", - "image": "/plugins/logos/mentor_01.jpg", - "capabilities": [ - "external_integration", - "proactive_notification" - ], - "external_integration": { - "triggers_on": "transcript_processed", - "webhook_url": "https://based-hardware-development--plugins-api.modal.run/mentor", - "setup_completed_url": "https://based-hardware-development--plugins-api.modal.run/setup/mentor", - "setup_instructions_file_path": "/plugins/instructions/mentor_01/README.md" - }, - "proactive_notification": { - "scopes": [ - "user_name", - "user_facts" - ] - }, - "deleted": false } ]