> ## Documentation Index
> Fetch the complete documentation index at: https://assembly-preview.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# LeMUR

> Apply Large Language Models to spoken data. A Large Language Model (LLM) is a machine learning model that uses natural language processing (NLP) to generate text. LeMUR is a framework that lets you apply LLMs to audio transcripts, for example to ask questions about a call, or to summarize a meeting.

## All LeMUR Cookbooks

<Tabs>
  <Tab title="Basic LeMUR Workflows">
    [Process Audio Files with LLMs Using LeMUR](https://github.com/AssemblyAI/cookbook/blob/master/lemur/using-lemur.ipynb)\
    [Use LeMUR Specialized Endpoints](https://github.com/AssemblyAI/cookbook/blob/master/lemur/specialized-endpoints.ipynb)\
    🆕 [Receive AI coaching from LeMUR's Task Endpoint](https://github.com/AssemblyAI/cookbook/blob/master/lemur/task-endpoint-ai-coach.ipynb)\
    🆕 [Generate Action Items using LeMUR's Task Endpoint](https://github.com/AssemblyAI/cookbook/blob/master/lemur/task-endpoint-action-items.ipynb)\
    🆕 [Ask questions about a transcript using LeMUR's Task Endpoint](https://github.com/AssemblyAI/cookbook/blob/master/lemur/task-endpoint-structured-QA.ipynb)\
    [Calculating LeMUR Costs by Counting Input Tokens](https://github.com/AssemblyAI/cookbook/blob/master/lemur/counting-tokens.ipynb)
  </Tab>

  <Tab title="Analyze Speakers with LeMUR">
    [Processing Speaker Labels with LeMUR's Custom Text Input Parameter](/cookbooks/lemur/process-speaker-labels-with-lemur)\
    [Use LeMUR for Speaker Identification](https://github.com/AssemblyAI/cookbook/blob/master/lemur/speaker-identification.ipynb)
  </Tab>

  <Tab title="Get Quotes and Citations with LeMUR">
    [Extract Dialogue Data with LeMUR and JSON](https://github.com/AssemblyAI/cookbook/blob/master/lemur/dialogue-data.ipynb)\
    [Extract Citations from a Transcript with Semantic Search](https://github.com/AssemblyAI/cookbook/blob/master/lemur/transcript-citations.ipynb)\
    [Extract Quotes from a Transcript with LeMUR's Custom Text Input Parameter](https://github.com/AssemblyAI/cookbook/blob/master/lemur/timestamped-transcripts.ipynb)\
    🆕 [Create Transcript Citations using OpenAI embeddings](https://github.com/AssemblyAI/cookbook/blob/master/lemur/lemur-transcript-citations.ipynb)
  </Tab>

  <Tab title="Substitute Audio Intelligence with LeMUR">
    | Model/Feature          | Use with LeMUR                                                                                                                                            |
    | ---------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------- |
    | **Sentiment Analysis** | [Leverage LeMUR for Customer Call Sentiment Analysis](https://github.com/AssemblyAI/cookbook/blob/master/lemur/call-sentiment-analysis.ipynb)             |
    | **Custom Vocabulary**  | [Boost Transcription Accuracy with LeMUR](https://github.com/AssemblyAI/cookbook/blob/master/lemur/custom-vocab-lemur.ipynb)                              |
    | **Auto Chapters**      | [Creating Chapter Summaries with LeMUR's Custom Text Input Parameter](https://github.com/AssemblyAI/cookbook/blob/master/lemur/input-text-chapters.ipynb) |
    | **Summarization**      | [Create Custom Summaries using LeMUR's Task Endpoint](https://github.com/AssemblyAI/cookbook/blob/master/lemur/task-endpoint-custom-summary.ipynb)        |
    | **Topic Detection**    | 🆕 [Create Custom Topic Tags](https://github.com/AssemblyAI/cookbook/blob/master/lemur/custom-topic-tags.ipynb)                                           |
  </Tab>

  <Tab title="Use Case Specific LeMUR Workflows">
    [Implement a Sales Playbook Using LeMUR](https://github.com/AssemblyAI/cookbook/blob/master/lemur/sales-playbook.ipynb)\
    [How to Pass Context from Previous LeMUR Requests](https://github.com/AssemblyAI/cookbook/blob/master/lemur/past-response-prompts.ipynb)\
    [Generate Action Items from a Meeting with LeMUR](/cookbooks/lemur/automatically-generate-action-items-from-a-meeting-with-lemur)\
    [Phone Call Segmentation Using LeMUR](https://github.com/AssemblyAI/cookbook/blob/master/lemur/phone-call-segmentation.ipynb)\
    🆕 [SOAP Note Generation](https://github.com/AssemblyAI/cookbook/blob/master/lemur/soap-note-generation.ipynb)
  </Tab>
</Tabs>