setup text to speech models in Podcasts

This commit is contained in:
LUIS NOVO 2024-10-30 17:17:16 -03:00
parent 9390ea82f2
commit 68cd7d7dda
6 changed files with 72 additions and 14 deletions

View file

@ -16,6 +16,13 @@ class Model(ObjectModel):
provider: str
type: str
@classmethod
def get_models_by_type(cls, model_type):
models = repo_query(
"SELECT * FROM model WHERE type=$model_type;", {"model_type": model_type}
)
return [Model(**model) for model in models]
class DefaultModels(BaseModel):
default_chat_model: Optional[str] = None

View file

@ -16,6 +16,10 @@ from open_notebook.models.llms import (
VertexAnthropicLanguageModel,
)
from open_notebook.models.speech_to_text_models import OpenAISpeechToTextModel
from open_notebook.models.text_to_speech_models import (
ElevenLabsTextToSpeechModel,
OpenAITextToSpeechModel,
)
# Unified model class map with type information
MODEL_CLASS_MAP = {
@ -38,7 +42,10 @@ MODEL_CLASS_MAP = {
"speech_to_text": {
"openai": OpenAISpeechToTextModel,
},
"text_to_speech": {"openai": None, "elevenlabs": None},
"text_to_speech": {
"openai": OpenAITextToSpeechModel,
"elevenlabs": ElevenLabsTextToSpeechModel,
},
}

View file

@ -0,0 +1,26 @@
"""
Classes for supporting different text to speech models
"""
from abc import ABC
from dataclasses import dataclass
from typing import Optional
@dataclass
class TextToSpeechModel(ABC):
"""
Abstract base class for text to speech models.
"""
model_name: Optional[str] = None
@dataclass
class OpenAITextToSpeechModel(TextToSpeechModel):
model_name: str
@dataclass
class ElevenLabsTextToSpeechModel(TextToSpeechModel):
model_name: str

View file

@ -1,4 +1,4 @@
from typing import ClassVar, List, Literal, Optional
from typing import ClassVar, List, Optional
from loguru import logger
from podcastfy.client import generate_podcast
@ -31,7 +31,7 @@ class PodcastConfig(ObjectModel):
ending_message: Optional[str] = None
wordcount: int = Field(ge=400, le=10000)
creativity: float = Field(ge=0, le=1)
provider: Literal["openai", "elevenlabs", "edge"] = Field(default="openai")
provider: str = Field(default="openai")
voice1: Optional[str] = None
voice2: Optional[str] = None
model: str

View file

@ -1,6 +1,9 @@
from typing import Dict, List
import streamlit as st
from streamlit_tags import st_tags
from open_notebook.domain.models import Model
from open_notebook.plugins.podcasts import (
PodcastConfig,
PodcastEpisode,
@ -17,6 +20,21 @@ st.set_page_config(
version_sidebar()
text_to_speech_models = Model.get_models_by_type("text_to_speech")
provider_models: Dict[str, List[str]] = {}
for model in text_to_speech_models:
if model.provider not in provider_models:
provider_models[model.provider] = []
provider_models[model.provider].append(model.name)
if len(text_to_speech_models) == 0:
st.error("No text to speech models found. Please set one up in the Settings page.")
st.stop()
episodes_tab, templates_tab = st.tabs(["Episodes", "Templates"])
with episodes_tab:
@ -76,7 +94,7 @@ with templates_tab:
pd_cfg["ending_message"] = st.text_input(
"Ending Message", placeholder="Thank you for listening!"
)
pd_cfg["provider"] = st.selectbox("Provider", ["openai", "elevenlabs", "edge"])
pd_cfg["provider"] = st.selectbox("Provider", provider_models.keys())
pd_cfg["voice1"] = st.text_input(
"Voice 1", help="You can use Elevenlabs voice ID"
)
@ -86,7 +104,8 @@ with templates_tab:
pd_cfg["voice2"] = st.text_input(
"Voice 2", help="You can use Elevenlabs voice ID"
)
pd_cfg["model"] = st.text_input("Model")
pd_cfg["model"] = st.selectbox("Model", provider_models[pd_cfg["provider"]])
st.caption(
"OpenAI: tts-1 or tts-1-hd, Elevenlabs: eleven_multilingual_v2, eleven_turbo_v2_5"
)
@ -183,8 +202,8 @@ with templates_tab:
)
pd_config.provider = st.selectbox(
"Provider",
["openai", "elevenlabs", "edge"],
index=["openai", "elevenlabs", "edge"].index(pd_config.provider),
list(provider_models.keys()),
index=list(provider_models.keys()).index(pd_config.provider),
key=f"provider_{pd_config.id}",
)
pd_config.voice1 = st.text_input(
@ -202,8 +221,11 @@ with templates_tab:
key=f"voice2_{pd_config.id}",
help="You can use Elevenlabs voice ID",
)
pd_config.model = st.text_input(
"Model", value=pd_config.model, key=f"model_{pd_config.id}"
pd_config.model = st.selectbox(
"Model",
provider_models[pd_config.provider],
index=provider_models[pd_config.provider].index(pd_config.model),
key=f"model_{pd_config.id}",
)
st.caption(
"OpenAI: tts-1 or tts-1-hd, Elevenlabs: eleven_multilingual_v2, eleven_turbo_v2_5"

View file

@ -45,7 +45,7 @@ provider_status["openrouter"] = (
and os.environ.get("OPENROUTER_BASE_URL") is not None
)
provider_status["anthropic"] = os.environ.get("ANTHROPIC_API_KEY") is not None
provider_status["eleven_labs"] = os.environ.get("ELEVENLABS_API_KEY") is not None
provider_status["elevenlabs"] = os.environ.get("ELEVENLABS_API_KEY") is not None
provider_status["litellm"] = (
provider_status["ollama"]
or provider_status["vertexai"]
@ -104,7 +104,6 @@ with model_tab:
st.warning(f"No models available for {model_type}")
# todo: check for each type of model
def get_selected_index(models, model_id, default=0):
"""Returns the index of the selected model in the list of models"""
if not model_id or not models:
@ -216,6 +215,3 @@ with model_defaults_tab:
if st.button("Save Defaults", key="save_defaults"):
DefaultModels.update(defs)
st.rerun()
# todo: return an error if a selected model is no longer supported
# todo: do this check on the app homepage as well