Pinecone

Tool to list all files in a Pinecone assistant with optional metadata filtering. Use when you need to retrieve files uploaded to a specific assistant or filter files by metadata properties.

Untrusted display-only summary

Tool to list all backups for a specific Pinecone index. Use when you need to view available backups for an index. Supports pagination via limit and paginationToken parameters.

Untrusted display-only summary

Tool to list all indexes in a Pinecone project. Use when you need to retrieve all indexes with their configurations and status information.

Untrusted display-only summary

Tool to list all available embedding and reranking models hosted by Pinecone. Use when you need to discover available models or filter by model type (embed/rerank) or vector type (dense/sparse).

Untrusted display-only summary

Tool to list all namespaces in a serverless Pinecone index. Use when you need to discover available namespaces for data organization. Returns up to 100 namespaces by default with pagination support.

Untrusted display-only summary

Tool to list all backups for indexes in a Pinecone project. Use when you need to retrieve backup information across all project indexes. Supports pagination with limit and paginationToken parameters.

Untrusted display-only summary

Tool to list all restore jobs for a project with pagination support. Use when you need to view the status of restore operations or track restore progress.

Untrusted display-only summary

Tool to list vector IDs in a Pinecone serverless index. Use when you need to browse or retrieve vector identifiers from a namespace. Supports filtering by prefix and pagination for large result sets.

Untrusted display-only summary

Tool to perform semantic search within a Pinecone index using a query vector. Retrieves IDs and similarity scores of the most similar items, ordered from most to least similar. Either vector or id parameter must be provided.

Untrusted display-only summary

Tool to rerank documents by semantic relevance to a query. Use when you need to order retrieved documents by their semantic relevance to a user's search query using Pinecone's hosted reranking models.

Untrusted display-only summary

Tool to retrieve context snippets from a Pinecone assistant for RAG or agentic workflows. Use when you need to fetch relevant document snippets based on a query or conversation messages to provide context for language model responses.

Untrusted display-only summary

Tool to search records within a Pinecone namespace using text, vector, or ID query. Use when you need to find similar records based on embeddings or record IDs. Results can optionally be reranked for relevance.

Untrusted display-only summary

Tool to start an asynchronous bulk import of vectors from object storage (S3, GCS, or Azure Blob Storage) into a Pinecone index. Use when you need to import large volumes of vectors from external storage. Returns an import ID to track the operation status.

Untrusted display-only summary

Tool to update an assistant's instructions and configuration in Pinecone. Use when you need to modify an existing assistant's behavior by changing its instructions or metadata. Updates are applied immediately.

Untrusted display-only summary

Tool to update a vector in Pinecone by ID. Use to overwrite vector values and/or metadata. Supports bulk updates via metadata filters.

Untrusted display-only summary

Tool to upload a file to a Pinecone assistant for processing. Use when you need to add documents, PDFs, or other files to an assistant for knowledge retrieval or multimodal processing.

Untrusted display-only summary

Tool to upsert text records into a Pinecone namespace. Use when you need to add or update records with automatic text-to-vector conversion.

Untrusted display-only summary

Tool to upsert vectors into a Pinecone namespace, overwriting existing vector IDs. Use when you need to add or update vectors with their dense and/or sparse values and metadata.

Untrusted display-only summary