Notebooks
Notebooks contain complete working sample code for end to end solutions.
Simple PDF and HTML Parsing
Quickstart guide for parsing simple PDF and HTML documents with Unstructured.
Unstructured
Llama 3 Local RAG with emails
Build a local RAG app for your emails with Unstructured, LangChain and Ollama.
Unstructured
LangChain
Ollama
Llama 3
RAG with PDFs, LangChain and Llama 3
A RAG system with the Llama 3 model from Hugging Face.
Unstructured
🤗 Hugging Face
LangChain
Llama 3
Building RAG With Powerpoint Presentations
A RAG solution that is based on Powerpoint files.
Unstructured
🤗 Hugging Face
LangChain
Llama 3
LLM Chatbot With Databricks
A Chatbot on Databricks with RAG, DBRX Instruct & Vector Search
Unstructured
Databricks
LangChain
Synthetic Test Dataset Generation
Build a Synthetic Test Dataset for your RAG system in 5 easy steps
Unstructured
GPT-4o
Ragas
LangChain
LLama3 RAG evaluation on Unstructured Text
Build a Synthetic Test Dataset for your RAG system in 5 easy steps
Unstructured
GPT-4o
Ragas
LangChain
Llama3
Google Drive to DataStax Astra DB
Embed your Google Drive Docs in an Astra Vector Database with Unstructured Serverless API
Unstructured
Google
DataStax
Weaviate RAG quickstart
Embed your Google Drive Docs in an Weaviate Vector Database with Unstructured Serverless API
Unstructured
Google
Weaviate
Preprocess PDFs in AWS S3, load into Elasticsearch
Ingest PDF documents from an S3 bucket, transform them into a normalized JSON with Unstructured Serverless API, chunk, embed and load into Elasticsearch.
Unstructured
AWS S3
Elasticsearch
Preprocess documents in Google Drive, load into Databricks Volume
Preprocess documents from a Google Drive Unstructured Serverless API and load them into Databricks Volume.
Unstructured
Google Drive
Databricks
Source references in RAG responses
Add document source references to RAG responses based on documents metadata.
Unstructured
RAG
LangChain
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