Fireworks AI

• Ask a modelSend a prompt, and any pictures, to an open model on Fireworks and get its reply: write, summarize, translate, answer or describe an image.
• Sort text into a categoryHave a model pick the one category that fits a piece of text, such as routing a support email. The answer is always exactly one of the categories you list.
• Extract dataPull the fields you name out of text or pictures, such as the total on a photographed receipt or the sender's company in an email, ready for a spreadsheet row or a CRM record.
• Create embeddingsTurn texts into vectors for semantic search, deduplication or clustering. Vectors come back at unit length, so a dot product of two is their cosine similarity.
• Rank documents by relevanceOrder a list of texts by how well each answers a question, best first, with a score from 0 to 1. Useful for picking the passages to hand an AI step.
• List modelsList the models you can use: Fireworks' ready-to-use ones, or the models uploaded or fine-tuned in your account. Each says whether it reads images and how much text it takes in.
• Get a modelLook up one model: what it is for, whether it reads images or calls tools, how much text it takes in, and when Fireworks plans to retire it.
• Get spendingSee what Fireworks usage cost over a range of days, in US dollars, split by model, day, person or API key. Covers the whole account when the key belongs to an admin, otherwise your own usage.
• Check the monthly spend limitSee this month's spending against the account's spend limit. Fireworks pauses every request once the limit is reached, so this makes a good first step before a large run.

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