NewPDFParser creates a new PDF parser.

NewReranker creates a score-based document reranker optimized for LLM context processing. The reranker reorganizes documents based on their scores in

NewSparseInvertedIndexBuilder creates a new SparseInvertedIndexBuilder.

NewSplitter create a recursive splitter.

NewTool creates a new Bing search tool instance.

Deprecated: use NewTextSearchTool in V2 instead.

News performs a DuckDuckGo news search with the given parameters.

OnEnd handles successful call completion event

OnEndWithStreamOutput handles streaming output completion

OnError handles call failure event

OnStart handles call start event

OnStartWithStreamInput handles streaming input initialization

Parse parses the PDF content from io.Reader.

RawStringRequest uses the query string as the request body directly. The query string must be a valid JSON string representing the search request body

RawStringRequest uses the query string as the request body directly. The query string must be a valid JSON string representing the search request body

RawStringRequest uses the query string as the request body directly. The query string must be a valid JSON string representing the search request body

ReadFile reads a file from the container

Recovery .

Retrieve performs the search operation using the provided client and configuration.

Search searches the web for information.

Search sends a search request to Bing API and returns the search results.

SearchModeDenseVectorSimilarity calculates the embedding similarity between a dense_vector field and the query. See: https://www.elastic.co/guide/en/e

SearchModeExactMatch creates an exact match query for the specified field.

SearchModeExactMatch creates an exact match query for the specified field.

SearchModeRawStringRequest uses the query string as the JSON request body directly.

SearchModeRawStringRequest uses the query string as the JSON request body directly.

SearchModeSparseVectorTextExpansion converts the query text into a list of token-weight pairs, which are then used in a query against a sparse vector.

SearchModeSparseVectorTextExpansion converts the query text into a list of token-weight pairs, which are then used in a query against a sparse vector.

SetClientConnection is called by the ACP server framework to inject the connection.

Deprecated: use SetInputVideoMetaData instead.

Helper function to set up command outputs

Helper function to set up mock expectations

Helper function to set up mock file system

SliceContains returns whether the element occur in slice. 🚀 EXAMPLE: SliceContains([]int{0, 1, 2, 3, 4}, 1) ⏩ true SliceContains([]int{0, 1, 2, 3,

StreamDebugRun run using mock input data.

reference - https://github.com/deedy5/duckduckgo_search/blob/main/duckduckgo_search/duckduckgo_search.py - https://github.com/searxng/searxng/blob/mas

WithAutoCacheControl sets the CacheControl for automatically placed cache breakpoints. The caching strategy sets separate breakpoints for tool and sys

WithCachedContentName the name of the content cached to use as context to serve the prediction. Format: cachedContents/{cachedContent}

WithCachedContentName the name of the content cached to use as context to serve the prediction. Format: cachedContents/{cachedContent}

WithCustomHeader sets custom headers for a single request the headers will override all the headers given in Config.CustomHeader

WithExpireAtSec sets the expiration Unix timestamp (in seconds) for auto caching or prefix cache. This option overrides the ExpireAtSec field in Confi

WithExportEndpoint configures export endpoint

WithExtraFields sets extra fields to include in the request body. These fields will be merged into the top-level JSON request body, overriding any exi

WithFilter returns an option that sets a boolean filter expression for search results. See https://milvus.io/docs/boolean.md for filter syntax.

WithFilters sets filters for the retrieve query. This may take effect in search modes. filters should be a list of items that can be marshaled into O

WithFilters sets filters for the retrieve query. This may take effect in search modes. filters should be a list of items that can be marshaled into O

WithGrouping returns an option that enables grouping search by a specified field. It configures the group field, number of items per group, and whethe

WithHeadPreviousResponseID sets a response ID from a previous ResponsesAPI call. This ID links the current request to a previous conversation context,

WithInsecure disables client transport security for the exporter's gRPC

WithLogprobs sets the number of top candidate tokens to return the log probabilities for at each generation step. Only takes effect when ResponseLogpr

WithMeterProvider configures MeterProvider

WithRawDataEnabled sets whether to include raw data for reranking.