Pondhouse Data Blog
How to crawl websites for LLMs - using Firecrawl
Learn how to crawl websites and extract data perfectly prepared for LLM usage. We'll introduce Firecrawl - a powerful tool to crawl websites and extract data from these sites. We'll also demonstrate, how to use Firecrawl in combination with LangChain
Azure AI Studio: How to evaluate and upgrade your models, using the Prompt Flow SDK
Learn how to effectively evaluate and upgrade your AI models using Azure AI Studio and Prompt Flow, making sure that the new model does not introduce any regressions.
RAG, Embeddings and Vector Search with Google BigQuery
Google BigQuery recently got support for vector embeddings. Learn how to use them and how to create embeddings of your texts without leaving BigQuery. No external systems required.
Parsing pdf, word and excel documents with GPT-4o
Learn how to use GPT-4o to parse data from even the most complex of documents - multi-column PDFs, excel documents, tables, and more.
How to classify, describe and analyze images using GPT-4o vision
GPT-4o has phenomenal vision capabilities. Learn how to use the OpenAI API to send images to GPT-4o and use it's vision capabilities to describe the images, label them or provide analytical outputs from them.
What is Open WebUI? The best self hosted, open source ChatGPT alternative?
Open Source, amazing community, with a user-friendly interface, easy setup via Docker or Kubernetes, and advanced features like pipelines and Retrieval Augmented Generation (RAG), Open Web UI is a great ChatGPT alternative.
What is the VertexAI model garden - a practical example: Deploying Llama 3.1 and Claude 3.5 Sonnet
Explore how Vertex AI Model Garden simplifies AI model deployment. This guide demonstrates deployment of Llama 3.1 and Claude 3.5 Sonnet, showcasing the platform's approach to hosting advanced AI models.
Fine-tune OpenAI's GPT-4o mini LLM AI model for free
Learn how to create your custom GPT-4o mini model using OpenAI's finetuning API - for free!
Neo4j LLM Knowledge Graph Builder: How to Create Knowledge Graphs for RAG
Learn to create knowledge graphs for RAG with Neo4j LLM Knowledge Graph Builder in this easy step-by-step guide. Increase the quality of your RAG model with this modern approach to data modelling.
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