Cassandra Database Tools
Overview
The Cassandra Database Tools project is designed to help AI engineers efficiently integrate Large Language Models (LLMs) with Apache Cassandra® data. It facilitates optimized and safe interactions with Cassandra databases, supporting various deployments like Apache Cassandra®, DataStax Enterprise™, and DataStax Astra™.
Key Features
- Fast Data Access: Optimized queries ensure most operations complete in milliseconds.
- Schema Introspection: Enhances the reasoning capabilities of LLMs by providing detailed schema information.
- Compatibility: Supports various Cassandra deployments, ensuring wide applicability.
- Safety Measures: Limits operations to SELECT queries and schema introspection to prioritize data integrity.
Installation
Ensure your system has Python installed and proceed with the following installations via pip:
pip install python-dotenv cassio llama-index-tools-cassandra
Create a .env file for environmental variables related to Cassandra and Astra configurations, following the example structure provided in the notebook.
Environment Setup
- For Cassandra: Configure
CASSANDRA_CONTACT_POINTS,CASSANDRA_USERNAME,CASSANDRA_PASSWORD, andCASSANDRA_KEYSPACE. - For DataStax Astra: Set
ASTRA_DB_APPLICATION_TOKEN,ASTRA_DB_DATABASE_ID, andASTRA_DB_KEYSPACE.
How It Works
The toolkit leverages the Cassandra Query Language (CQL) and integrates with LLMs to provide an efficient query path determination for the user's requests, ensuring best practices for querying are followed. Using functions, the LLMs decision making can invoke the tool instead of designing custom queries. The result is faster and efficient access to Cassandra data for agents.
Tools Included
cassandra_db_schema: Fetches schema information, essential for the agent’s operation.cassandra_db_select_table_data: Allows selection of data from a specific keyspace and table.cassandra_db_query: An experimental tool that accepts fully formed query strings from the agent.
Example Usage
Initialize the CassandraDatabase and set up the agent with the tools provided. Query the database by interacting with the agent as shown in the example notebook.
1 maintainer
Metadata
1 maintainer
Release files for llama-index-tools-cassandra 0.6.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| llama_index_tools_cassandra-0.6.0.tar.gz | 10.8 kB | Without provenance | Details for llama_index_tools_cassandra-0.6.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| llama_index_tools_cassandra-0.6.0-py3-none-any.whl | Python 3 | none | any | Details for llama_index_tools_cassandra-0.6.0-py3-none-any.whl |
Total release size: 21.7 kB
Release files / llama_index_tools_cassandra-0.6.0.tar.gz
| Download URL | llama_index_tools_cassandra-0.6.0.tar.gz |
|---|---|
| Size | 10.8 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
144b1221ab73357ffba5db169f902ab828835634b7f688ef248429e69373401a
|
|
BLAKE2b-256 checksum How to use checksums |
1786fc7b49d4532dbc714648c04ee7bf07088214bb44244040a958db79f81dd9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
uv/0.12.7 {"installer":{"name":"uv","version":"0.12.7","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
|
Release files / llama_index_tools_cassandra-0.6.0-py3-none-any.whl
| Download URL | llama_index_tools_cassandra-0.6.0-py3-none-any.whl |
|---|---|
| Size | 11.0 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
3c8e26c143f30d095fbb2f57544ae2cccd6f27ef854799d4a3acdcd8a2a396e7
|
|
BLAKE2b-256 checksum How to use checksums |
cc83c494d8946c5da06f9f62ce66342dd3ab5604706f33145a7faa1265608dde
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
uv/0.12.7 {"installer":{"name":"uv","version":"0.12.7","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
|
Security for llama-index-tools-cassandra 0.6.0
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
