Pricing

Pay per usage

Pinecone Integration

This integration transfers data from Apify Actors to a Pinecone and is a good starting point for a question-answering, search, or RAG use case.

Pricing

Pay per usage

Rating

3.2

(6)

Developer

Apify

Actor stats

Bookmarked

556

Total users

Monthly active users

82 days

Issues response

3 months ago

Last modified

Change Log

0.1.10 (2025-02-24)

embeddingBatchSize: (only Pinecone) batch size for embedding texts. Default: 1000, Minimum: 1.
usePineconeIdPrefix: (only Pinecone) Optimizes delta updates with a Pinecone ID prefix (item_id#chunk_id) when enableDeltaUpdates is true. Works only when database is empty.
New parameter dataUpdatesStrategy:
- Replaces enableDeltaUpdates.
- Automatically set to deltaUpdates if enableDeltaUpdates = true.
- Options: deltaUpdates, add, or upsert
Renamed deltaUpdatesPrimaryDatasetFields:
- Now dataUpdatesPrimaryDatasetFields.
- Automatically migrated if the old field is present.
Backward Compatibility:
- Legacy enableDeltaUpdates mappings and deltaUpdatesPrimaryDatasetFields are supported.

0.1.9 (2025-01-25)

Convert all fields used for delta updates to strings to avoid issues with different types of data.

0.1.8 (2024-12-20)

Do not create string from metadata fields
Increase backoff time to 900 seconds (15 minutes) (was 300)
Add Apify's badge to the README

0.1.7 (2024-10-25)

Increase backoff time to 300 seconds (was 120)

0.1.6 (2024-10-04)

Add retry logic with exponential backoff for Qdrant errors.
Use Langchain Fake Embeddings for testing.
Parallelize comparison of crawled data with the database.
Implement a count() method for Pinecone and Qdrant.

0.1.5 (2024-09-30)

Add retry logic with exponential backoff for Pinecone database to handle rate limiting.

0.1.4 (2024-09-24)

Change milvusUrl to milvusUri.
Remove milvusUsername and milvusPassword as they were moved to the milvusUri as part of the URI.

0.1.3 (2024-09-11)

Set performChunking to true by default as some users were not aware of the setting their runs were failing.

0.1.2 (2024-09-04)

Pinecone - add support to update Pinecone index namespace (Optional arg: PineconeIndexNamespace)

0.1.1 (2024-07-24)

Fixed issue with Weaviate database when collection was not created before inserting data.

0.1.0 (2024-07-24)

Introduced the deleteExpiredObjects setting to enable or disable the automatic deletion feature.
Previously, outdated data deletion was tied to the enableDeltaUpdates setting. Now, the deletion feature can be controlled independently.

0.0.4 (2024-07-12)

Add integration to Milvus database (Zilliz)

0.0.3 (2024-06-26)

The key in the metadata dictionary has been refactored from 'id' to 'chunk_id'. This change was necessitated by the requirements of the Weaviate database.
A new function, 'get_by_item_id', has been introduced. This function fetches objects from the database, including their ids. With this change, it's no longer necessary to store the 'chunk_id' in the metadata. However, storing the 'chunk_id' remains beneficial for referencing chunks within the metadata."

0.0.2 (2024-06-24)

Add PostgreSQL database integration (PGVector integration)

0.0.1 (2024-06-20)

Improved README.md and error messages

0.0.0 (2024-05-24)

Initial import

Weaviate Integration

apify/weaviate-integration

This integration transfers data from Apify Actors to a Weaviate and is a good starting point for a question-answering, search, or RAG use case.

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4.6

Chroma Integration

apify/chroma-integration

This integration transfers data from Apify Actors to a Chroma and is a good starting point for a question-answering, search, or RAG use case.

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4.5

Opengauss Integration

wyswyz/opengauss-integration

This integration transfers data from Apify Actors to an openGauss database and is a good starting point for a question-answering, search, or RAG use case.

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Milvus Integration

apify/milvus-integration

This integration transfers data from Apify Actors to a Milvus/Zilliz database and is a good starting point for a question-answering, search, or RAG use case.

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4.5

OpenSearch Integration

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Transfer data from Apify Actors to Amazon OpenSearch Service. This Actor is a good starting point for building question-answering systems, search functionality, or Retrieval-Augmented Generation (RAG) use cases.

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4.4

WCC Pinecone Integration

tri_angle/wcc-pinecone-integration

Crawl any website and store its content in your Pinecone vector database. Enhance the accuracy and reliability of your own AI Assistant with facts fetched from external sources or connect this integration to our Pinecone GPT Chatbot assistant available in Apify Store.

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170

3.8

Pinecone All-in-One Integration

brilliant_gum/pinecone-integration

Crawl websites, store datasets, run semantic searches, delete vectors, and check index stats — all in one actor. Uses Pinecone Integrated Inference by default — no OpenAI key needed. Bring your own Pinecone API key and start in minutes.

Yuliia Kulakova

PGVector Integration

apify/pgvector-integration

This integration transfers data from Apify Actors to a Postgres SQL database (with PGVector extension).

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4.6

Pinecone GPT Chatbot

tri_angle/pinecone-gpt-chatbot

Pinecone GPT Chatbot combines OpenAI's GPT models with Pinecone's database to generate insightful responses. Its interactive chatbot interface presents precise and comprehensive answers to user queries. Benefit from semantic understanding, efficient workflows, and enriched knowledge integration!

Tri⟁angle

4.9