weaviate-agent-demo 0.1.0

Demo project for sometimes (poorly) generating Python code for Weaviate

Weaviate helper

AI-powered helper app for using Weaviate, with a twist:

• The app is of varying levels of intelligence and use...

Try out the different CLI commands set up in src/weaviate_agent_demo/cli.py, or in pyproject.toml.

e.g.:

• ask_llm
• ask_basic_ragbot
• ask_ragbot_with_reformulation
• ask_ragbot_with_tools
• safely_ask_ragbot_with_tools

Dev setup

1. Clone the repo
2. Install dependencies with pip install -r requirements.txt
3. Install locally for dev with pip install -e . --config-settings editable_mode=strict
4. Clone the weaviate-io repo into data folder
5. Run a Weaviate instance (e.g. with Docker)
6. Run the files in src/weaviate_agent_demo/db_setup to ingest data

Notes:

• LLM almost always refuses to decompose a query into sub-queries, regardless of how complex the query is.