🚀LlamaIndex Integration + Model-Specific Usage Dashboards

Dive into our new LlamaIndex integration, product updates, and featured news.

🚀LlamaIndex Integration + Model-Specific Usage Dashboards

Product Updates

Check out the AssemblyAI changelog for the latest accuracy and product improvements made by our team:

🚀AssemblyAI LlamaIndex Integration

The AssemblyAI Audio Transcript Loader allows you to transcribe audio files using the AssemblyAI API and also loads the transcribed text into documents. With this new integration on the Llama Hub, you can now easily build LLM Apps with spoken data. Try it out with this Google Colab.

from llama_index import VectorStoreIndex
from llama_hub.assemblyai.base import AssemblyAIAudioTranscriptReader

# 1. Load audio data into docs
audio_file = "./sports_injuries.mp3"
reader = AssemblyAIAudioTranscriptReader(file_path=audio_file)
docs = reader.load_data()

# 2. Build vector store index and query engine
docs[0].metadata = {}
index = VectorStoreIndex.from_documents(docs)
query_engine = index.as_query_engine()
response = query_engine.query("What is a runner's knee?")
# Runner's knee is a condition characterized by pain behind...

As AssemblyAI continues to make waves, stay updated with our latest features, interviews and more on Discord, Twitter or LinkedIn.

  • Akshay Pachaar gave a shoutout to AssemblyAI with his concise tutorial on audio transcription in python.
  • Winners for the AssemblyAI-Streamlit Hackathon have been announced! Check out all the amazing apps that were built using AssemblyAI's API.
  • Dylan Fox will be appearing on Accel's podcast series on Oct 10 to discuss AssemblyAI's origins, challenges faced, and our journey of tremendous growth.

Fresh From Our Blog

Real-time transcription in Python: Learn how to perform real-time transcription on audio streams using Python with this in-depth tutorial. Read more>>

Announcing the AssemblyAI integration for Semantic Kernel .NET: We're excited to unveil our latest integration. Now, you can now integrate spoken audio data into Semantic Kernel .NET applications with AssemblyAI. Read more>>

Introduction to Large Language Models for Generative AI: Generative AI language models are changing the way humans and AI interact and work together, but how do these models actually work? Read more>>

Speech recognition in Python made easy | Python Tutorial: In just 5 minutes you'll learn how you can transcribe and analyze audio data.

Best FREE Speech to Text AI in 2023: In this step-by-step tutorial, learn how to use AssemblyAI's API to transcribe and convert speech or audio into text.

Is it really the best 7B model? (A First Look): Get a first-hand look at Mistral-7B and explore whether it truly stands out as the best 7B model!