DSPy Stanford: Programming LLM Pipelines, Non Prompt Engineering

«DSPy Stanford: Programming LLM Pipelines, Non Prompt Engineering» è un corso online di Agenti AI e framework di livello principiante, tenuto da InsightLearn Curated AI su InsightLearn. Il percorso comprende 8 lezioni organizzate in 3 sezioni, per una durata complessiva di 5h 0m. DSPy di Stanford NLP: definisci signature, scegli module, ottimizza con compiler. Niente prompt artigianali, ML approach.

Descrizione del corso

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DSPy di Stanford NLP: definisci signature, scegli module, ottimizza con compiler. Niente prompt artigianali, ML approach.

Cosa imparerai

  • Curated from public resources. DSPy di Stanford NLP: definisci signature, scegli module, ottimizza con compiler. Niente prompt artigianali, ML approach.

Programma del corso

  1. Perché DSPy vs prompt manuali (10 min)
  2. Signature: input/output typing (10 min)
  3. Primo Predict module (10 min)
  4. ChainOfThought modulo (10 min)
  5. ReAct per tool use (10 min)
  6. Compose moduli custom (10 min)
  7. MIPRO advanced optimizer (10 min)
  8. RAG pipeline ottimizzata (10 min)

Dalle lezioni

Estratto della trascrizione di «Perché DSPy vs prompt manuali»

In this video, we are going to learn about a new LLM framework called DSPy which has been making quite a bit of buzz lately. DSPy is a Python library that allows you to do prompt programming with LLMs. I'll be showing you eight examples starting from DSPy's most basic building blocks to some more advanced and interesting examples and end with a rather complex LLM system that just use those simple building blocks that we covered in this video. These examples will each introduce something special about DSPy and I made these examples to be the simplest to understand and the most impactful as possible. So just follow along and I hope that you will be ready to build…

Estratto della trascrizione di «Signature: input/output typing»

In this video, we will learn how to insert a signature into Microsoft Word. First, you will need to draw your signature on a piece of paper with a marker or another pen with a large line thickness. Then, take a photo of your signature and send it to your computer through mail or Bluetooth, etc. In this video, we will use mail. Once you have received the signature in the mail box, you can download it. Now, let's open Microsoft Word and insert the signature in the document. Navigate to the Insert tab in the ribbon, and in the Illustrations group, click Pictures. From the drop-down menu, select this device. Now, search your files to find the signature photo.…

Estratto della trascrizione di «Primo Predict module»

It looks complicated, but it isn't. It's all about one very simple idea. A cable, a patch cable that connects one circuit to another. Just like these used to in old telephone exchanges, which is where modular synthesizer technology comes from, we're simply passing voltage from one circuit to another circuit from one module to another module. This is a black sheet. With this guide you'll be able to go Conferences like NAM and pretend you know what you're talking about or indeed get deep down and dirty with control voltages down at your local pub It's free to download and print out at your place of work Or indeed you can get us to print you a nice version…

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Domande frequenti

Quanto dura il corso DSPy Stanford: Programming LLM Pipelines, Non Prompt Engineering?

Il corso dura 5h 0m in totale, con 8 lezioni suddivise in 3 sezioni, da seguire online al proprio ritmo.

Serve esperienza pregressa?

Il corso è di livello principiante e non indica requisiti specifici di ingresso.

Il corso rilascia un certificato?

Sì: al completamento del corso ricevi un certificato di completamento verificabile online.