Class: OllamaEmbedding
OllamaEmbedding is an alias for Ollama that implements the BaseEmbedding interface.
Hierarchy
-
↳
OllamaEmbedding
Implements
Constructors
constructor
• new OllamaEmbedding(init
): OllamaEmbedding
Parameters
Name | Type |
---|---|
init | Partial <Ollama > & { model : string } |
Returns
Inherited from
Defined in
packages/core/src/llm/ollama.ts:40
Properties
additionalChatOptions
• Optional
additionalChatOptions: Record
<string
, unknown
>
Inherited from
Defined in
packages/core/src/llm/ollama.ts:37
baseURL
• baseURL: string
= "http://127.0.0.1:11434"
Inherited from
Defined in
packages/core/src/llm/ollama.ts:32
callbackManager
• Optional
callbackManager: CallbackManager
Inherited from
Defined in
packages/core/src/llm/ollama.ts:38
contextWindow
• contextWindow: number
= 4096
Inherited from
Defined in
packages/core/src/llm/ollama.ts:35
embedBatchSize
• embedBatchSize: number
= DEFAULT_EMBED_BATCH_SIZE
Implementation of
Inherited from
Defined in
packages/core/src/embeddings/types.ts:8
hasStreaming
• Readonly
hasStreaming: true
Inherited from
Defined in
packages/core/src/llm/ollama.ts:28
model
• model: string
Inherited from
Defined in
packages/core/src/llm/ollama.ts:31
requestTimeout
• requestTimeout: number
Inherited from
Defined in
packages/core/src/llm/ollama.ts:36
temperature
• temperature: number
= 0.7
Inherited from
Defined in
packages/core/src/llm/ollama.ts:33
topP
• topP: number
= 0.9
Inherited from
Defined in
packages/core/src/llm/ollama.ts:34
Accessors
metadata
• get
metadata(): LLMMetadata
Returns
Inherited from
Ollama.metadata
Defined in
packages/core/src/llm/ollama.ts:51
Methods
chat
▸ chat(params
): Promise
<AsyncIterable
<ChatResponseChunk
>>
Get a chat response from the LLM
Parameters
Name | Type |
---|---|
params | LLMChatParamsStreaming |
Returns
Promise
<AsyncIterable
<ChatResponseChunk
>>
Inherited from
Defined in
packages/core/src/llm/ollama.ts:62
▸ chat(params
): Promise
<ChatResponse
>
Parameters
Name | Type |
---|---|
params | LLMChatParamsNonStreaming |
Returns
Promise
<ChatResponse
>
Inherited from
Defined in
packages/core/src/llm/ollama.ts:65
complete
▸ complete(params
): Promise
<AsyncIterable
<CompletionResponse
>>
Get a prompt completion from the LLM
Parameters
Name | Type |
---|---|
params | LLMCompletionParamsStreaming |
Returns
Promise
<AsyncIterable
<CompletionResponse
>>
Inherited from
Defined in
packages/core/src/llm/ollama.ts:138
▸ complete(params
): Promise
<CompletionResponse
>
Parameters
Name | Type |
---|---|
params | LLMCompletionParamsNonStreaming |
Returns
Promise
<CompletionResponse
>
Inherited from
Defined in
packages/core/src/llm/ollama.ts:141
getQueryEmbedding
▸ getQueryEmbedding(query
): Promise
<number
[]>
Parameters
Name | Type |
---|---|
query | string |
Returns
Promise
<number
[]>
Implementation of
BaseEmbedding.getQueryEmbedding
Inherited from
Defined in
packages/core/src/llm/ollama.ts:212
getTextEmbedding
▸ getTextEmbedding(text
): Promise
<number
[]>