integrated simli

2024-12-02 11:35:46 +01:00
parent 5e22ef251d
commit 6cc0b74e6c
3 changed files with 258 additions and 1 deletions
--- a/examples/foundational/25-simli-layer.py
+++ b/examples/foundational/25-simli-layer.py
@@ -0,0 +1,141 @@
+import asyncio
+import aiohttp
+import os
+import sys
+
+from pipecat.audio.vad.silero import SileroVADAnalyzer
+from pipecat.pipeline.pipeline import Pipeline
+from pipecat.pipeline.runner import PipelineRunner
+from pipecat.pipeline.task import PipelineParams, PipelineTask
+from pipecat.frames.frames import LLMMessagesFrame
+
+from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContext
+from pipecat.services.ai_services import AIService
+from pipecat.services.cartesia import CartesiaTTSService
+from pipecat.services.elevenlabs import ElevenLabsTTSService
+from pipecat.services.openai import OpenAILLMService
+from pipecat.transports.services.daily import DailyParams, DailyTransport
+
+from pipecat.transports.services.helpers.daily_rest import DailyRESTHelper, DailyRoomParams
+from runner import configure
+from loguru import logger
+from dotenv import load_dotenv
+
+from simli import SimliConfig
+from pipecat.services.simli import SimliVideoService
+
+load_dotenv(override=True)
+
+logger.remove(0)
+logger.add(sys.stderr, level="DEBUG")
+
+
+async def main():
+    async with aiohttp.ClientSession() as session:
+        (room_url, token) = await configure(session)
+        
+        print("Creating room")
+        aiohttp_session = aiohttp.ClientSession()
+        daily_helper = DailyRESTHelper(
+            daily_api_key=os.getenv("DAILY_API_KEY", ""),
+            daily_api_url=os.getenv("DAILY_API_URL", "https://api.daily.co/v1"),
+            aiohttp_session=aiohttp_session,
+        )
+        
+        room = await daily_helper.create_room(DailyRoomParams())
+        expiry_time: float = 60 * 60
+
+        token = await daily_helper.get_token(room.url, expiry_time)
+
+        
+        print("Room created ", room.url)
+        
+        transport = DailyTransport(
+            room.url,
+            token,
+            "Chatbot",
+            DailyParams(
+                audio_out_enabled=True,
+                camera_out_enabled=True,
+                camera_out_width=512,
+                camera_out_height=512,
+                vad_enabled=True,
+                vad_analyzer=SileroVADAnalyzer(),
+                transcription_enabled=True,
+                #
+                # Spanish
+                #
+                # transcription_settings=DailyTranscriptionSettings(
+                #     language="es",
+                #     tier="nova",
+                #     model="2-general"
+                # )
+            ),
+        )
+
+        # tts = ElevenLabsTTSService(
+        #     api_key=os.getenv("ELEVENLABS_API_KEY"),
+        #     voice_id="pNInz6obpgDQGcFmaJgB",
+        # )
+
+        tts = CartesiaTTSService(
+            api_key=os.getenv("CARTESIA"),
+            voice_id="a167e0f3-df7e-4d52-a9c3-f949145efdab",
+        )
+
+        llm = OpenAILLMService(api_key=os.getenv("OPENAI_API_KEY"), model="gpt-4o-mini")
+        
+        messages = [
+            {
+                "role": "system",
+                #
+                # English
+                #
+                "content": "You are a helpful LLM in a WebRTC call. Your goal is to demonstrate your capabilities in a succinct way. Your output will be converted to audio so don't include special characters in your answers. Respond to what the user said in a creative and helpful way.",
+                #
+                # Spanish
+                #
+                # "content": "Eres Chatbot, un amigable y útil robot. Tu objetivo es demostrar tus capacidades de una manera breve. Tus respuestas se convertiran a audio así que nunca no debes incluir caracteres especiales. Contesta a lo que el usuario pregunte de una manera creativa, útil y breve. Empieza por presentarte a ti mismo.",
+            },
+        ]
+        simliAi = SimliVideoService(
+            SimliConfig(os.getenv("SIMLI_API_KEY"), os.getenv("SIMLI_FACE_ID"))
+        )
+        print("starting connection to simi")
+        await simliAi.startConnection()
+        print("connection started")
+
+        context = OpenAILLMContext(messages)
+        context_aggregator = llm.create_context_aggregator(context)
+
+        pipeline = Pipeline(
+            [
+                transport.input(),
+                context_aggregator.user(),
+                llm,
+                tts,
+                simliAi,
+                transport.output(),
+                context_aggregator.assistant(),
+            ]
+        )
+
+        task = PipelineTask(
+            pipeline,
+            PipelineParams(
+                allow_interruptions=True,
+                enable_metrics=True,
+            ),
+        )
+
+        @transport.event_handler("on_first_participant_joined")
+        async def on_first_participant_joined(transport, participant):
+            await transport.capture_participant_transcription(participant["id"])
+            await task.queue_frames([LLMMessagesFrame(messages)])
+
+        runner = PipelineRunner()
+        await runner.run(task)
+
+
+if __name__ == "__main__":
+    asyncio.run(main())