Workflow · saas · workflow
Cohere LLM use cases overview: Generate, Summarize, Rewrite, and Extract
LLMs can be overwhelming for newcomers trying to understand when and where to use them, given their versatility across a wide range of NLP tasks.
How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · Generate text from prompt
LLMs generate original and coherent text by continuing a passage or following example patterns provided in a prompt.
Tools used
Cohere API
Outcome
(not stated)
Grounding & classification
Source type: listicle or blog summary
9 fields verified against source quotes.
content generationdata extractionsummarizationcontractemailtools describedworkflow describedsoftwarelisticle or blog summary