Class: SqlDatabaseChain
chains.SqlDatabaseChain
Base interface that all chains must implement.
Hierarchy
↳
SqlDatabaseChain
Constructors
constructor
• new SqlDatabaseChain(fields
)
Parameters
Name | Type |
---|---|
fields | Object |
fields.database | SqlDatabase |
fields.inputKey? | string |
fields.llm | BaseLanguageModel |
fields.memory? | BaseMemory |
fields.outputKey? | string |
Overrides
Defined in
langchain/src/chains/sql_db/sql_db_chain.ts:30
Properties
callbackManager
• callbackManager: CallbackManager
Inherited from
Defined in
langchain/src/chains/base.ts:25
database
• database: SqlDatabase
Defined in
langchain/src/chains/sql_db/sql_db_chain.ts:15
inputKey
• inputKey: string
= "query"
Defined in
langchain/src/chains/sql_db/sql_db_chain.ts:23
llm
• llm: BaseLanguageModel
Defined in
langchain/src/chains/sql_db/sql_db_chain.ts:12
memory
• Optional
memory: BaseMemory
Inherited from
Defined in
langchain/src/chains/base.ts:21
outputKey
• outputKey: string
= "result"
Defined in
langchain/src/chains/sql_db/sql_db_chain.ts:25
prompt
• prompt: PromptTemplate
= DEFAULT_SQL_DATABASE_PROMPT
Defined in
langchain/src/chains/sql_db/sql_db_chain.ts:18
returnDirect
• returnDirect: boolean
= false
Defined in
langchain/src/chains/sql_db/sql_db_chain.ts:28
topK
• topK: number
= 5
Defined in
langchain/src/chains/sql_db/sql_db_chain.ts:21
verbose
• verbose: boolean
Inherited from
Defined in
langchain/src/chains/base.ts:23
Accessors
inputKeys
• get
inputKeys(): string
[]
Returns
string
[]
Overrides
BaseChain.inputKeys
Defined in
langchain/src/chains/sql_db/sql_db_chain.ts:97
Methods
_call
▸ _call(values
): Promise
<ChainValues
>
Run the core logic of this chain and return the output
Parameters
Name | Type |
---|---|
values | ChainValues |
Returns
Promise
<ChainValues
>
Overrides
Defined in
langchain/src/chains/sql_db/sql_db_chain.ts:45
_chainType
▸ _chainType(): "sql_database_chain"
Return the string type key uniquely identifying this class of chain.
Returns
"sql_database_chain"
Overrides
Defined in
langchain/src/chains/sql_db/sql_db_chain.ts:93
apply
▸ apply(inputs
): Promise
<ChainValues
>
Call the chain on all inputs in the list
Parameters
Name | Type |
---|---|
inputs | ChainValues [] |
Returns
Promise
<ChainValues
>
Inherited from
Defined in
langchain/src/chains/base.ts:109
call
▸ call(values
): Promise
<ChainValues
>
Run the core logic of this chain and add to output if desired.
Wraps _call and handles memory.
Parameters
Name | Type |
---|---|
values | ChainValues |
Returns
Promise
<ChainValues
>
Inherited from
Defined in
langchain/src/chains/base.ts:79
run
▸ run(input
): Promise
<string
>
Parameters
Name | Type |
---|---|
input | any |
Returns
Promise
<string
>
Inherited from
Defined in
langchain/src/chains/base.ts:55
serialize
▸ serialize(): SerializedSqlDatabaseChain
Return a json-like object representing this chain.
Returns
Overrides
Defined in
langchain/src/chains/sql_db/sql_db_chain.ts:114
deserialize
▸ Static
deserialize(data
, SqlDatabaseFromOptionsParams
): Promise
<SqlDatabaseChain
>
Load a chain from a json-like object describing it.
Parameters
Name | Type |
---|---|
data | SerializedSqlDatabaseChain |
SqlDatabaseFromOptionsParams | (fields : SqlDatabaseOptionsParams ) => Promise <SqlDatabase > |
Returns
Promise
<SqlDatabaseChain
>
Overrides
Defined in
langchain/src/chains/sql_db/sql_db_chain.ts:101