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Class: ContextChatEngine

ContextChatEngine uses the Index to get the appropriate context for each query. The context is stored in the system prompt, and the chat history is preserved, ideally allowing the appropriate context to be surfaced for each query.

Extends

Implements

Constructors

new ContextChatEngine()

new ContextChatEngine(init): ContextChatEngine

Parameters

init

init.chatHistory?: ChatMessage[]

init.chatModel?: LLM<object, object>

init.contextSystemPrompt?

init.nodePostprocessors?: BaseNodePostprocessor[]

init.retriever: BaseRetriever

Returns

ContextChatEngine

Overrides

PromptMixin . constructor

Source

packages/core/src/engines/chat/ContextChatEngine.ts:35

Properties

chatHistory

chatHistory: ChatHistory<object>

Source

packages/core/src/engines/chat/ContextChatEngine.ts:32


chatModel

chatModel: LLM<object, object>

Source

packages/core/src/engines/chat/ContextChatEngine.ts:31


contextGenerator

contextGenerator: ContextGenerator

Source

packages/core/src/engines/chat/ContextChatEngine.ts:33

Methods

_getPromptModules()

protected _getPromptModules(): Record<string, ContextGenerator>

Returns

Record<string, ContextGenerator>

Overrides

PromptMixin . _getPromptModules

Source

packages/core/src/engines/chat/ContextChatEngine.ts:54


_getPrompts()

protected _getPrompts(): PromptsDict

Returns

PromptsDict

Inherited from

PromptMixin . _getPrompts

Source

packages/core/src/prompts/Mixin.ts:78


_updatePrompts()

protected _updatePrompts(promptsDict): void

Parameters

promptsDict: PromptsDict

Returns

void

Inherited from

PromptMixin . _updatePrompts

Source

packages/core/src/prompts/Mixin.ts:86


chat()

chat(params)

chat(params): Promise<AsyncIterable <Response>>

Send message along with the class's current chat history to the LLM.

Parameters

params: ChatEngineParamsStreaming

Returns

Promise<AsyncIterable <Response>>

Implementation of

ChatEngine . chat

Source

packages/core/src/engines/chat/ContextChatEngine.ts:60

chat(params)

chat(params): Promise <Response>

Parameters

params: ChatEngineParamsNonStreaming

Returns

Promise <Response>

Implementation of

ChatEngine . chat

Source

packages/core/src/engines/chat/ContextChatEngine.ts:61


getPrompts()

getPrompts(): PromptsDict

Returns all prompts from the mixin and its modules

Returns

PromptsDict

Inherited from

PromptMixin . getPrompts

Source

packages/core/src/prompts/Mixin.ts:27


prepareRequestMessages()

private prepareRequestMessages(message, chatHistory): Promise<object>

Parameters

message: MessageContent

chatHistory: ChatHistory<object>

Returns

Promise<object>

messages

messages: ChatMessage<object>[]

nodes

nodes: NodeWithScore <Metadata>[] = context.nodes

Source

packages/core/src/engines/chat/ContextChatEngine.ts:106


reset()

reset(): void

Resets the chat history so that it's empty.

Returns

void

Implementation of

ChatEngine . reset

Source

packages/core/src/engines/chat/ContextChatEngine.ts:102


updatePrompts()

updatePrompts(promptsDict): void

Updates the prompts in the mixin and its modules

Parameters

promptsDict: PromptsDict

Returns

void

Inherited from

PromptMixin . updatePrompts

Source

packages/core/src/prompts/Mixin.ts:48


validatePrompts()

validatePrompts(promptsDict, moduleDict): void

Validates the prompt keys and module keys

Parameters

promptsDict: PromptsDict

moduleDict: ModuleDict

Returns

void

Inherited from

PromptMixin . validatePrompts

Source

packages/core/src/prompts/Mixin.ts:10