unstract-adapters 0.8.1

Unstract interface for LLMs, Embeddings and VectorDBs

Unstract

No-code LLM Platform to launch APIs and ETL Pipelines to structure unstructured documents

Unstract Adapters

This is Unstract's python package which helps to configure to a number of different LLMs, Embeddings and VectorDBs.

LLMs

The following LLMs are supported:

LLM	Version
OpenAI	1.3.9
Azure OpenAI	1.3.9
Anthropic	0.7.8
PaLM	0.3.1
Replicate	0.22.0
AnyScale	0.5.165
Mistral	0.0.8

Embeddings

The following Embeddings are supported:

Embedding	Version
OpenAI	1.3.9
Azure OpenAI	1.3.9
Qdrant FastEmbed	0.1.3
HuggingFace	0.0.1
PaLM	0.3.1

VectorDBs

The following VectorDBs are supported:

Vector DB	Version
Milvus	2.3.4
Pinecone	2.2.4
Postgres	0.2.4
Qdrant	1.7.0
Supabase	2.2.1
Weaviate	3.25.3

Installation

Local Development

To get started with local development,

• Create and source a virtual environment if you haven't already following these steps.
• If you're using Mac, install the below library needed for PyMSSQL

brew install pkg-config freetds

• Install the required dependencies with

pdm install