DataStax (Astra DB)
Components provided by the DataStax (Astra DB) integration.
Astra DB
Ingest and search documents in Astra DB
| Input | Type | Required |
|---|---|---|
| Ingest Data | other | No |
| Collection | str | Yes |
| Database | str | Yes |
| Embedding Model | model | No |
| Lexical Terms | query | No |
| Reranker | str | No |
| Search Query | query | No |
| Astra DB Application Token | str | Yes |
Advanced options: Search Metadata Filter, Astra DB API Endpoint, API Key, AstraDBVectorStore Parameters, Autodetect Collection, Content Field, Deletion Based On Field, Environment, Ignore Invalid Documents, Keyspace, Number of Search Results, Search Method, Search Score Threshold, Search Type, Cache Vector Store
| Output | Type |
|---|---|
| Search Results | JSON |
| Table | Table |
| Vector Store Connection | VectorStore |
Astra DB CQL
Create a tool to get transactional data from DataStax Astra DB CQL Table
| Input | Type | Required |
|---|---|---|
| Collection | str | Yes |
| Database | str | Yes |
| Astra DB Application Token | str | Yes |
| Tool Description | str | Yes |
| Tool Name | str | Yes |
| Tools Parameters | table | No |
Advanced options: Astra DB API Endpoint, Autodetect Collection, DEPRECATED: Clustering Keys, Environment, Keyspace, Number of Results, DEPRECATED: Partition Keys, Projection fields, Static Filters
| Output | Type |
|---|---|
| JSON | JSON |
| Tool | Tool |
Astra DB Chat Memory
Retrieves and stores chat messages from Astra DB.
| Input | Type | Required |
|---|---|---|
| Collection | str | Yes |
| Database | str | Yes |
| Astra DB Application Token | str | Yes |
Advanced options: Astra DB API Endpoint, Autodetect Collection, Environment, Keyspace, Session ID
| Output | Type |
|---|---|
| Memory | Memory |
Astra DB Graph
Implementation of Graph Vector Store using Astra DB
| Input | Type | Required |
|---|---|---|
| Ingest Data | other | No |
| Collection | str | Yes |
| Database | str | Yes |
| Search Query | query | No |
| Astra DB Application Token | str | Yes |
Advanced options: Astra DB API Endpoint, Autodetect Collection, Environment, Keyspace, Metadata incoming links key, Number of Results, Search Metadata Filter, Search Score Threshold, Search Type, Cache Vector Store
| Output | Type |
|---|---|
| Search Results | JSON |
| Table | Table |
Astra DB Tool
Tool to run hybrid vector and metadata search on DataStax Astra DB Collection
| Input | Type | Required |
|---|---|---|
| Collection | str | Yes |
| Database | str | Yes |
| Astra DB Application Token | str | Yes |
| Tool Description | str | Yes |
| Tool Name | str | Yes |
| Tools Parameters | table | No |
| Semantic Search | bool | No |
| Use Astra DB Vectorize | bool | No |
Advanced options: Astra DB API Endpoint, Autodetect Collection, Environment, Keyspace, Number of Results, Projection Attributes, Semantic Search Instruction, Static filters, Tool params
| Output | Type |
|---|---|
| JSON | JSON |
| Tool | Tool |
Astra Vectorize
Configuration options for Astra Vectorize server-side embeddings.
| Input | Type | Required |
|---|---|---|
| API Key name | str | No |
| Model Name | str | Yes |
| Provider | str | Yes |
Advanced options: Authentication Parameters, Model Parameters, Provider API Key
| Output | Type |
|---|---|
| Vectorize | dict |
Dotenv
Load .env file into env vars
| Input | Type | Required |
|---|---|---|
| Dotenv file content | str | No |
| Output | Type |
|---|---|
| env_set | Message |
Get Environment Variable
Gets the value of an environment variable from the system.
| Input | Type | Required |
|---|---|---|
| Environment Variable Name | str | No |
| Output | Type |
|---|---|
| Environment Variable Value | Message |
Graph RAG
Graph RAG traversal for vector store.
| Input | Type | Required |
|---|---|---|
| Embedding Model | other | No |
| Vector Store Connection | other | No |
| Edge Definition | str | No |
| Search Query | str | No |
| Traversal Strategies | str | No |
Advanced options: Strategy Parameters
| Output | Type |
|---|---|
| Search Results | JSON |
| Table | Table |
Hyper-Converged Database
Implementation of Vector Store using Hyper-Converged Database (HCD) with search capabilities
| Input | Type | Required |
|---|---|---|
| Embedding or Astra Vectorize | other | No |
| Ingest Data | other | No |
| HCD API Endpoint | str | Yes |
| Collection Name | str | Yes |
| HCD Password | str | Yes |
| Search Query | query | No |
| HCD Username | str | Yes |
Advanced options: Batch Size, Bulk Delete Concurrency, Bulk Insert Batch Concurrency, Bulk Insert Overwrite Concurrency, CA Certificate, Collection Indexing Policy, Metadata Indexing Exclude, Metadata Indexing Include, Metric, Namespace, Number of Results, Pre Delete Collection, Search Metadata Filter, Search Score Threshold, Search Type, Setup Mode, Cache Vector Store
| Output | Type |
|---|---|
| Search Results | JSON |
| Table | Table |