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souzatharsis / podcastfy

An Open Source Python alternative to NotebookLM's podcast feature: Transforming Multimodal Content into Captivating Multilingual Audio Conversations with GenAI
https://www.podcastfy.ai
Apache License 2.0
1.64k stars 183 forks source link

Generate podcast from input topic #126

Closed souzatharsis closed 3 weeks ago

souzatharsis commented 1 month ago

User provides a topic: "US Elections" Podcastfy returns: Podcast on recent US Elections based on internet search

Proposed solution:

https://github.com/stanford-oval/storm An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

souzatharsis commented 4 weeks ago

Google just released 'grounding' feature, which basically enables Google Search in Gemini as an LLM tool.

import google.generativeai as genai
import os

genai.configure(api_key=os.environ["API_KEY"])
model = genai.GenerativeModel('models/gemini-1.5-flash-002')

response = model.generate_content(contents="Who won Wimbledon this year?",
                                  tools='google_search_retrieval')

print(response)

This sounds plug-and-play plus interesting to test.

In that way, if user wants to generate podcast from topic we simply run a ground search via gemini!

souzatharsis commented 3 weeks ago

langchain is not yet integrated with Gemini grounded search.... so we either wait or implement something ugly:

if topic search: _ use gemini directly

else: _ use langchain framework

....

souzatharsis commented 3 weeks ago

Podcast from 'topic' is now available:

Users can generate a podcast from a specific topic of interest, e.g. "Latest News in U.S. Politics" or "Modern art in the 1920s". Podcastfy will generate a podcast based on grounded real-time information about the most recent content published on the web about the topic.

generate_podcast(topic="Latest news about OpenAI")