Notebooks contain complete working sample code for end-to-end solutions.
Unstructured API
Workflows
S3
VLM
NER
Elasticsearch
MLK
National Archives
Unstructured API
Workflows
S3
Qdrant
VLM
Embeddings
Unstructured API
Workflows
S3
MongoDB
VLM
Embeddings
Unstructured API
Workflows
Azure Blob Storage
IBM watsonx.data
Unstructured API
Snowflake Cortex
RAG Search
Workflows
S3
LangGraph
and Together AI
and compare the results with Vanilla RAG in pure PythonUnstructured API
Workflows
Agents
LangGraph
Together AI
Astra DB
Unstructured API
Workflows
Azure Blob Storage
Snowflake
Unstructured API
Workflows
Graph RAG
NER
Astra DB
Unstructured API
Workflows
Databricks
S3
Unstructured API
Workflows
MongoDB
Unstructured API
Workflows
S3
Databricks
Introductory notebook
smolagents
library and compare the results with Vanilla RAG in pure PythonGPT-4o
smolagents
Agents
DataStax
S3
Advanced notebook
GPT-4o
Ragas
LangChain
Llama3.2
Pinecone
S3
Advanced notebook
S3
FAISS
GPT-4o-mini
Advanced notebook
Unstructured API
Hex
Advanced notebook
Unstructured API
PII
GLiNER
Advanced notebook
Unstructured API
MongoDB
Metadata
Advanced notebook
Unstructured API
Hugging Face
Advanced notebook
Unstructured API
🤗 Hugging Face
LangChain
Llama 3
Introductory notebook
Unstructured API
SingleStoreDB
AWS S3
Introductory notebook
Unstructured API
Google
DataStax
Introductory notebook
Unstructured API
OpenAI
Weaviate
Introductory notebook
Unstructured API
AWS S3
Elasticsearch
Introductory notebook
Unstructured API
Google Drive
Databricks
Introductory notebook
Unstructured API
RAG
LangChain
Intermediate notebook
Unstructured API
🤗 Hugging Face
🤗 HuggingChat
Introductory notebook
Unstructured API
LangChain
Ollama
Llama 3
Introductory notebook
Unstructured API
🤗 Hugging Face
LangChain
Llama 3
Introductory notebook
Unstructured API
GPT-4o
Ragas
LangChain
Advanced notebook